{"data_time": 0.004478033632040024, "eta_seconds": 20987.559802105185, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.7142857142857143, "fast_rcnn/fg_cls_accuracy": 0.18181818181818182, "iteration": 19, "loss_box_reg": 0.06816434767097235, "loss_cls": 0.15208536200225353, "loss_rpn_cls": 0.015292610354663339, "loss_rpn_loc": 0.007587187254102901, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5249383407644928, "total_loss": 0.26475143742027285}
{"data_time": 0.004331707255914807, "eta_seconds": 20883.197802445386, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5625472411186696, "fast_rcnn/fg_cls_accuracy": 0.3403381642512077, "iteration": 39, "loss_box_reg": 0.06416933238506317, "loss_cls": 0.11152752279303968, "loss_rpn_cls": 0.00574693807402582, "loss_rpn_loc": 0.007451159406627994, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207388193812221, "total_loss": 0.1901559084872133}
{"data_time": 0.00379370478913188, "eta_seconds": 20788.90394286951, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4701298701298701, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 59, "loss_box_reg": 0.06668351287953556, "loss_cls": 0.10472621791996062, "loss_rpn_cls": 0.0048847441939869896, "loss_rpn_loc": 0.007295549148693681, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5203524278476834, "total_loss": 0.1877188296912209}
{"data_time": 0.004197537433356047, "eta_seconds": 20767.484407781158, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49296675191815853, "fast_rcnn/fg_cls_accuracy": 0.4254901960784314, "iteration": 79, "loss_box_reg": 0.0645103114657104, "loss_cls": 0.09479027963243425, "loss_rpn_cls": 0.003923178884633671, "loss_rpn_loc": 0.006554537045303732, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5155714547727257, "total_loss": 0.16881214556815394}
{"data_time": 0.0034836239647120237, "eta_seconds": 20741.760580522474, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5438884331419196, "fast_rcnn/fg_cls_accuracy": 0.41982864137086906, "iteration": 99, "loss_box_reg": 0.06325510737951845, "loss_cls": 0.09063051571138203, "loss_rpn_cls": 0.0027938798721152125, "loss_rpn_loc": 0.004594633457600139, "lr": 0.005, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5187632937449962, "total_loss": 0.1559581823789813}
{"data_time": 0.003793049370869994, "eta_seconds": 20731.36396861775, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5577777777777778, "fast_rcnn/fg_cls_accuracy": 0.4305555555555556, "iteration": 119, "loss_box_reg": 0.06131580239161849, "loss_cls": 0.08410567510873079, "loss_rpn_cls": 0.003870824466503109, "loss_rpn_loc": 0.005741518194554374, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5207360330969095, "total_loss": 0.15414588882413227}
{"data_time": 0.003661004826426506, "eta_seconds": 20720.967356713023, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 139, "loss_box_reg": 0.05533933895640075, "loss_cls": 0.07259620097465813, "loss_rpn_cls": 0.0031444013375221402, "loss_rpn_loc": 0.005042281685746275, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5206732307560742, "total_loss": 0.14457003449274453}
{"data_time": 0.003909919643774629, "eta_seconds": 20725.86724506924, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39672131147540984, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 159, "loss_box_reg": 0.0548734663752839, "loss_cls": 0.07799115823581815, "loss_rpn_cls": 0.0027997782813145022, "loss_rpn_loc": 0.00532983223820338, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215651767794043, "total_loss": 0.13970126479671308}
{"data_time": 0.0037860923912376165, "eta_seconds": 20715.46295439126, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.45806451612903226, "fast_rcnn/fg_cls_accuracy": 0.5419354838709678, "iteration": 179, "loss_box_reg": 0.05593417654745281, "loss_cls": 0.0722494189394638, "loss_rpn_cls": 0.0027133237636007834, "loss_rpn_loc": 0.006586972740478814, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5216929544694722, "total_loss": 0.13987583429661754}
{"data_time": 0.003934251377359033, "eta_seconds": 20705.05866371328, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4956427015250544, "fast_rcnn/fg_cls_accuracy": 0.48373440285204994, "iteration": 199, "loss_box_reg": 0.05364317505154759, "loss_cls": 0.07047708204481751, "loss_rpn_cls": 0.00285989814773302, "loss_rpn_loc": 0.00420515876612626, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.522081890841946, "total_loss": 0.13030251807140303}
{"data_time": 0.003865207778289914, "eta_seconds": 20729.623777710833, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3129370629370629, "fast_rcnn/fg_cls_accuracy": 0.6870629370629371, "iteration": 219, "loss_box_reg": 0.0501862351084128, "loss_cls": 0.06767414486967027, "loss_rpn_cls": 0.0023142976399412873, "loss_rpn_loc": 0.005278876393276732, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5263326126150787, "total_loss": 0.12683488276263688}
{"data_time": 0.0038600375410169363, "eta_seconds": 20756.93653959129, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46438746438746437, "fast_rcnn/fg_cls_accuracy": 0.50997150997151, "iteration": 239, "loss_box_reg": 0.051310805953107774, "loss_cls": 0.07409569318406284, "loss_rpn_cls": 0.003213862323491412, "loss_rpn_loc": 0.00429940753383562, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5316699519753456, "total_loss": 0.13508929559156968}
{"data_time": 0.0038638589903712273, "eta_seconds": 20673.84579167934, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.359375, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 259, "loss_box_reg": 0.0459152793046087, "loss_cls": 0.06433442526031286, "loss_rpn_cls": 0.0024417426604941284, "loss_rpn_loc": 0.004445492832019227, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5102729154750705, "total_loss": 0.11426336926365366}
{"data_time": 0.004237866960465908, "eta_seconds": 20674.396072074305, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45072463768115945, "fast_rcnn/fg_cls_accuracy": 0.5492753623188406, "iteration": 279, "loss_box_reg": 0.04497888049809262, "loss_cls": 0.0682508236495778, "loss_rpn_cls": 0.0027495454794461693, "loss_rpn_loc": 0.004532651350018568, "lr": 0.005, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5284126529004425, "total_loss": 0.12026508636358813}
{"data_time": 0.0034551755525171757, "eta_seconds": 20663.986265638378, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5161420500403551, "fast_rcnn/fg_cls_accuracy": 0.4838579499596449, "iteration": 299, "loss_box_reg": 0.04549596691504121, "loss_cls": 0.06444531120359898, "loss_rpn_cls": 0.0024086883981908613, "loss_rpn_loc": 0.005024023310397752, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.520082036498934, "total_loss": 0.11740313978498307}
{"data_time": 0.004313342040404677, "eta_seconds": 20677.51441953052, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3812741312741313, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 319, "loss_box_reg": 0.03846852155402303, "loss_cls": 0.059369316790252924, "loss_rpn_cls": 0.002186701588584583, "loss_rpn_loc": 0.0037924414937151596, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5241370419971645, "total_loss": 0.10610691443423548}
{"data_time": 0.004121432779356837, "eta_seconds": 20661.330439434852, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3643724696356275, "fast_rcnn/fg_cls_accuracy": 0.6356275303643725, "iteration": 339, "loss_box_reg": 0.04116138815879822, "loss_cls": 0.06395755126141012, "loss_rpn_cls": 0.0024888695620575163, "loss_rpn_loc": 0.004215166114590829, "lr": 0.005, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208203024230897, "total_loss": 0.11359378878796633}
{"data_time": 0.0038854475133121014, "eta_seconds": 20650.1627282002, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3079710144927536, "fast_rcnn/fg_cls_accuracy": 0.6372377622377623, "iteration": 359, "loss_box_reg": 0.03841506381286308, "loss_cls": 0.06043235957622528, "loss_rpn_cls": 0.0024626353232122256, "loss_rpn_loc": 0.0037565587044809945, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5168467226903886, "total_loss": 0.10214615675204186}
{"data_time": 0.0034587134141474962, "eta_seconds": 20646.24880462233, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4022198731501057, "fast_rcnn/fg_cls_accuracy": 0.5977801268498943, "iteration": 379, "loss_box_reg": 0.03726617223583162, "loss_cls": 0.06029494816903025, "loss_rpn_cls": 0.002181272639063536, "loss_rpn_loc": 0.004515520166023634, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.52451460249722, "total_loss": 0.1047653625332714}
{"data_time": 0.003886691527441144, "eta_seconds": 20632.124640037306, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4115384615384615, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 399, "loss_box_reg": 0.035818958189338446, "loss_cls": 0.05994018341880292, "loss_rpn_cls": 0.002222868198487049, "loss_rpn_loc": 0.004580019500281196, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5159015879034996, "total_loss": 0.1046024487310433}
{"data_time": 0.003659312380477786, "eta_seconds": 20625.405061350204, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3471458773784355, "fast_rcnn/fg_cls_accuracy": 0.6528541226215645, "iteration": 419, "loss_box_reg": 0.03299658960895613, "loss_cls": 0.05776656582020223, "loss_rpn_cls": 0.0014400578128288544, "loss_rpn_loc": 0.003403584549232619, "lr": 0.005, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5268803089857101, "total_loss": 0.09896264286180667}
{"data_time": 0.0036281615030020475, "eta_seconds": 20617.755170416553, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.48074324324324325, "fast_rcnn/fg_cls_accuracy": 0.5192567567567568, "iteration": 439, "loss_box_reg": 0.03483489609789103, "loss_cls": 0.06012857984751463, "loss_rpn_cls": 0.0018989325781149091, "loss_rpn_loc": 0.0050512092384451535, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257798025850207, "total_loss": 0.10536855723330518}
{"data_time": 0.003848132211714983, "eta_seconds": 20607.3318974101, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3038461538461539, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 459, "loss_box_reg": 0.031827283441089094, "loss_cls": 0.053369373723398894, "loss_rpn_cls": 0.001640018118905573, "loss_rpn_loc": 0.003357036541274283, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5216315216384828, "total_loss": 0.09394710379382332}
{"data_time": 0.0038136644288897514, "eta_seconds": 20596.908624403644, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3651515151515151, "fast_rcnn/fg_cls_accuracy": 0.6348484848484848, "iteration": 479, "loss_box_reg": 0.030906809435691684, "loss_cls": 0.057788331410847604, "loss_rpn_cls": 0.0022823074887128314, "loss_rpn_loc": 0.003681980349938385, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5213048420846462, "total_loss": 0.09937903978425311}
{"data_time": 0.003428985131904483, "eta_seconds": 20586.48535139719, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.359009009009009, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 499, "loss_box_reg": 0.03046683472348377, "loss_cls": 0.05406573449727148, "loss_rpn_cls": 0.001698553819778681, "loss_rpn_loc": 0.004239113593939692, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5252514958847314, "total_loss": 0.09015736692026621}
{"data_time": 0.003507735673338175, "eta_seconds": 20576.062078390736, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.310727969348659, "fast_rcnn/fg_cls_accuracy": 0.6270531400966184, "iteration": 519, "loss_box_reg": 0.030137362307868898, "loss_cls": 0.056337631191127, "loss_rpn_cls": 0.002428053639278005, "loss_rpn_loc": 0.004718315743957646, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.522848391206935, "total_loss": 0.09324757848185072}
{"data_time": 0.004042013781145215, "eta_seconds": 20565.638805384282, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3694915254237288, "fast_rcnn/fg_cls_accuracy": 0.6305084745762712, "iteration": 539, "loss_box_reg": 0.028364703059196472, "loss_cls": 0.053773170337080956, "loss_rpn_cls": 0.0017507461601553587, "loss_rpn_loc": 0.003903021010046359, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5276576206088066, "total_loss": 0.09056813996221535}
{"data_time": 0.003853980451822281, "eta_seconds": 20552.451959897764, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6213312368972745, "iteration": 559, "loss_box_reg": 0.028964318917132914, "loss_cls": 0.057394943782128394, "loss_rpn_cls": 0.0023082148716184747, "loss_rpn_loc": 0.003649012949608732, "lr": 0.005, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5167624289169908, "total_loss": 0.09466819272563498}
{"data_time": 0.0037685756105929613, "eta_seconds": 20540.502267357428, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 579, "loss_box_reg": 0.02505489339819178, "loss_cls": 0.051554006699007004, "loss_rpn_cls": 0.0009673163142451813, "loss_rpn_loc": 0.003909205996023957, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5174811715260148, "total_loss": 0.08127717404431678}
{"data_time": 0.003576867049559951, "eta_seconds": 20527.924621653743, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38315217391304346, "fast_rcnn/fg_cls_accuracy": 0.6069794050343249, "iteration": 599, "loss_box_reg": 0.028532393625937402, "loss_cls": 0.055988726671785116, "loss_rpn_cls": 0.00150472057688944, "loss_rpn_loc": 0.003567710460629314, "lr": 0.005, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5159855133388191, "total_loss": 0.09146464287368872}
{"data_time": 0.0038266514893621206, "eta_seconds": 20515.464916048106, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3614066193853428, "fast_rcnn/fg_cls_accuracy": 0.637330754352031, "iteration": 619, "loss_box_reg": 0.027989428024739027, "loss_cls": 0.055851468932814896, "loss_rpn_cls": 0.0019176379732925852, "loss_rpn_loc": 0.003875428737956099, "lr": 0.005, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109051500912756, "total_loss": 0.08926718154361879}
{"data_time": 0.00344274309463799, "eta_seconds": 20505.04595009191, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39126984126984127, "fast_rcnn/fg_cls_accuracy": 0.6087301587301588, "iteration": 639, "loss_box_reg": 0.026775057311169803, "loss_cls": 0.05119937565177679, "loss_rpn_cls": 0.0016369656456163284, "loss_rpn_loc": 0.003693072547321208, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5208902498707175, "total_loss": 0.08380657612894993}
{"data_time": 0.0040746505837887526, "eta_seconds": 20493.8839053032, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3797979797979798, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 659, "loss_box_reg": 0.026432134211063385, "loss_cls": 0.0563416900113225, "loss_rpn_cls": 0.00242959826994138, "loss_rpn_loc": 0.00356889469185262, "lr": 0.005, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5105872647836804, "total_loss": 0.08839812443011397}
{"data_time": 0.0036654092837125063, "eta_seconds": 20483.465317110065, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30799549549549554, "fast_rcnn/fg_cls_accuracy": 0.6920045045045045, "iteration": 679, "loss_box_reg": 0.026962425094097853, "loss_cls": 0.05461298691807315, "loss_rpn_cls": 0.0014514488242980406, "loss_rpn_loc": 0.0032397426693933085, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5208706795237958, "total_loss": 0.08610710924335763}
{"data_time": 0.003735303645953536, "eta_seconds": 20473.046728916932, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36549165120593696, "fast_rcnn/fg_cls_accuracy": 0.634508348794063, "iteration": 699, "loss_box_reg": 0.024887064122594893, "loss_cls": 0.05190972494892776, "loss_rpn_cls": 0.0017635734776604295, "loss_rpn_loc": 0.0035517978576535825, "lr": 0.005, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189267590176314, "total_loss": 0.08164189748561057}
{"data_time": 0.0033412515185773373, "eta_seconds": 20462.6281407238, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33168859649122806, "fast_rcnn/fg_cls_accuracy": 0.6683114035087719, "iteration": 719, "loss_box_reg": 0.024588081636466086, "loss_cls": 0.0521917570149526, "loss_rpn_cls": 0.001733841296868377, "loss_rpn_loc": 0.00408120723295724, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5180068325717002, "total_loss": 0.08535911682611186}
{"data_time": 0.003525462467223406, "eta_seconds": 20442.900666554924, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24404761904761904, "fast_rcnn/fg_cls_accuracy": 0.7458172458172458, "iteration": 739, "loss_box_reg": 0.02450083865551278, "loss_cls": 0.05123489198740572, "loss_rpn_cls": 0.0020672309237284026, "loss_rpn_loc": 0.004043946206365945, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5083008110523224, "total_loss": 0.08132187865446383}
{"data_time": 0.003776297904551029, "eta_seconds": 20442.532154354732, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32272727272727275, "fast_rcnn/fg_cls_accuracy": 0.6772727272727272, "iteration": 759, "loss_box_reg": 0.02324813330778852, "loss_cls": 0.050954623031429946, "loss_rpn_cls": 0.001380243842049822, "loss_rpn_loc": 0.0037173138989601284, "lr": 0.005, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356567758135498, "total_loss": 0.08011889578665432}
{"data_time": 0.0035815679002553225, "eta_seconds": 20434.144605108537, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.19722222222222224, "fast_rcnn/fg_cls_accuracy": 0.7633333333333334, "iteration": 779, "loss_box_reg": 0.02381012577097863, "loss_cls": 0.05237117828801274, "loss_rpn_cls": 0.0014212256589871686, "loss_rpn_loc": 0.003794806561927544, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5277978607919067, "total_loss": 0.08286714366704473}
{"data_time": 0.00349034764803946, "eta_seconds": 20421.69422244234, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27477134146341464, "fast_rcnn/fg_cls_accuracy": 0.7252286585365854, "iteration": 799, "loss_box_reg": 0.022719565022271127, "loss_cls": 0.0484894837718457, "loss_rpn_cls": 0.0010506067540632102, "loss_rpn_loc": 0.003797695957473479, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5165659270714968, "total_loss": 0.07626667516410635}
{"data_time": 0.0036801714450120926, "eta_seconds": 20411.275256486144, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3449519230769231, "fast_rcnn/fg_cls_accuracy": 0.6369230769230769, "iteration": 819, "loss_box_reg": 0.023207157908473164, "loss_cls": 0.05038419470656663, "loss_rpn_cls": 0.0014067034891240837, "loss_rpn_loc": 0.003935110886231996, "lr": 0.005, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5242174479644746, "total_loss": 0.07967496758288917}
{"data_time": 0.0039751711301505566, "eta_seconds": 20390.831435851287, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2559748427672956, "fast_rcnn/fg_cls_accuracy": 0.7440251572327043, "iteration": 839, "loss_box_reg": 0.024593235342763364, "loss_cls": 0.054517264652531594, "loss_rpn_cls": 0.0017561868771309719, "loss_rpn_loc": 0.003493766336760018, "lr": 0.005, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5084927880670875, "total_loss": 0.08619278215337545}
{"data_time": 0.003674175590276718, "eta_seconds": 20372.5116854324, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30662393162393164, "fast_rcnn/fg_cls_accuracy": 0.689327485380117, "iteration": 859, "loss_box_reg": 0.023823088500648737, "loss_cls": 0.05202103534247726, "loss_rpn_cls": 0.0014791562970231098, "loss_rpn_loc": 0.003775720775593072, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5119471696671098, "total_loss": 0.08134048406100192}
{"data_time": 0.0037709400057792664, "eta_seconds": 20370.003743569832, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33939393939393936, "fast_rcnn/fg_cls_accuracy": 0.6494949494949496, "iteration": 879, "loss_box_reg": 0.022815948235802352, "loss_cls": 0.051313584321178496, "loss_rpn_cls": 0.0014096928474600645, "loss_rpn_loc": 0.0034562749133328907, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5259123798459768, "total_loss": 0.07883727634680326}
{"data_time": 0.0033697152975946665, "eta_seconds": 20359.589897429105, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1539473684210526, "fast_rcnn/fg_cls_accuracy": 0.8460526315789474, "iteration": 899, "loss_box_reg": 0.02224583353381604, "loss_cls": 0.0484491303213872, "loss_rpn_cls": 0.001526276141589733, "loss_rpn_loc": 0.004065908855409361, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196080023888499, "total_loss": 0.07490662039936069}
{"data_time": 0.003459947882220149, "eta_seconds": 20351.536907433998, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3293036750483559, "fast_rcnn/fg_cls_accuracy": 0.670696324951644, "iteration": 919, "loss_box_reg": 0.021645169181283563, "loss_cls": 0.04986025590915233, "loss_rpn_cls": 0.0018923137467936613, "loss_rpn_loc": 0.0031698234834038885, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285222486127168, "total_loss": 0.07668422821507193}
{"data_time": 0.0035335891880095005, "eta_seconds": 20341.12185310712, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25947712418300656, "fast_rcnn/fg_cls_accuracy": 0.7405228758169935, "iteration": 939, "loss_box_reg": 0.021643055544700474, "loss_cls": 0.05053880513878539, "loss_rpn_cls": 0.0013968094797291997, "loss_rpn_loc": 0.0027447262837085873, "lr": 0.005, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232817647047341, "total_loss": 0.07582980470010625}
{"data_time": 0.00352839264087379, "eta_seconds": 20320.46265325276, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 959, "loss_box_reg": 0.02112986007705331, "loss_cls": 0.05016089032869786, "loss_rpn_cls": 0.0014973839349181617, "loss_rpn_loc": 0.003349233404151164, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5135239991359413, "total_loss": 0.08133082090876087}
{"data_time": 0.0035224861931055784, "eta_seconds": 20301.420863457955, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3494397759103641, "fast_rcnn/fg_cls_accuracy": 0.6505602240896359, "iteration": 979, "loss_box_reg": 0.02180092630442232, "loss_cls": 0.05054944660514593, "loss_rpn_cls": 0.0020594447321400366, "loss_rpn_loc": 0.0034426696875016205, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5149505271110684, "total_loss": 0.07944160634440323}
{"data_time": 0.0036731669679284096, "eta_seconds": 20291.015481297858, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21313131313131312, "fast_rcnn/fg_cls_accuracy": 0.779951690821256, "iteration": 999, "loss_box_reg": 0.022022765479050577, "loss_cls": 0.048581821960397065, "loss_rpn_cls": 0.0017951178001567314, "loss_rpn_loc": 0.0036182639159960672, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5134925025049597, "total_loss": 0.07425464591688069}
{"data_time": 0.003397273598238826, "eta_seconds": 20281.377036866266, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25857142857142856, "fast_rcnn/fg_cls_accuracy": 0.7387755102040816, "iteration": 1019, "loss_box_reg": 0.020745430840179324, "loss_cls": 0.04917983687482774, "loss_rpn_cls": 0.0010398415153076712, "loss_rpn_loc": 0.002941206501418492, "lr": 0.005, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207612346857786, "total_loss": 0.07387359137806015}
{"data_time": 0.0036230760160833597, "eta_seconds": 20279.751169006806, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2570212765957447, "fast_rcnn/fg_cls_accuracy": 0.7429787234042553, "iteration": 1039, "loss_box_reg": 0.0204015769995749, "loss_cls": 0.047909411252476275, "loss_rpn_cls": 0.0020010502768172955, "loss_rpn_loc": 0.0038465477773570456, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5267531792633235, "total_loss": 0.07437267318687191}
{"data_time": 0.003558150492608547, "eta_seconds": 20277.455327724572, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2246796196775527, "fast_rcnn/fg_cls_accuracy": 0.7478813559322034, "iteration": 1059, "loss_box_reg": 0.02059846353949979, "loss_cls": 0.050037940382026136, "loss_rpn_cls": 0.0016371515851005825, "loss_rpn_loc": 0.002996334158524405, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5224580012727529, "total_loss": 0.07668540370627852}
{"data_time": 0.003503747284412384, "eta_seconds": 20262.86133741541, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3100517368810052, "fast_rcnn/fg_cls_accuracy": 0.6889103803997421, "iteration": 1079, "loss_box_reg": 0.02104421320836991, "loss_cls": 0.045483109017368406, "loss_rpn_cls": 0.001690936960358158, "loss_rpn_loc": 0.0034442438663973007, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109460221137851, "total_loss": 0.07315606467091129}
{"data_time": 0.003614570712670684, "eta_seconds": 20258.96719840751, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3155684754521964, "fast_rcnn/fg_cls_accuracy": 0.6844315245478036, "iteration": 1099, "loss_box_reg": 0.020374348619952798, "loss_cls": 0.04736202268395573, "loss_rpn_cls": 0.0013533788287531934, "loss_rpn_loc": 0.0037391323457995895, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.530916040064767, "total_loss": 0.07337321018678722}
{"data_time": 0.0037098329048603773, "eta_seconds": 20242.03673235653, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.334703947368421, "fast_rcnn/fg_cls_accuracy": 0.657483552631579, "iteration": 1119, "loss_box_reg": 0.020979911903850734, "loss_cls": 0.049180369125679135, "loss_rpn_cls": 0.0010786221405396645, "loss_rpn_loc": 0.003336835088703083, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5151153549086303, "total_loss": 0.07228712895573608}
{"data_time": 0.0035176475066691637, "eta_seconds": 20238.135891039157, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2704872646733112, "fast_rcnn/fg_cls_accuracy": 0.7295127353266888, "iteration": 1139, "loss_box_reg": 0.02148366696201265, "loss_cls": 0.045136513537727296, "loss_rpn_cls": 0.001290815718448357, "loss_rpn_loc": 0.003526994099956937, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257215367164463, "total_loss": 0.07075277478082853}
{"data_time": 0.0035843225196003914, "eta_seconds": 20225.38307655556, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2945736434108527, "fast_rcnn/fg_cls_accuracy": 0.7054263565891472, "iteration": 1159, "loss_box_reg": 0.020651757949963212, "loss_cls": 0.05022363382158801, "loss_rpn_cls": 0.0012692681896737668, "loss_rpn_loc": 0.0030088342682574876, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5205434071831405, "total_loss": 0.07610023650931907}
{"data_time": 0.003709884360432625, "eta_seconds": 20201.692059580935, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2947695035460993, "fast_rcnn/fg_cls_accuracy": 0.7052304964539007, "iteration": 1179, "loss_box_reg": 0.02065423398744315, "loss_cls": 0.048825832025613636, "loss_rpn_cls": 0.001719373312425887, "loss_rpn_loc": 0.0032241588487522677, "lr": 0.005, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5102476279716939, "total_loss": 0.07481617399488982}
{"data_time": 0.0038850437849760056, "eta_seconds": 20195.73664267687, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 1199, "loss_box_reg": 0.0186781088123098, "loss_cls": 0.04875037679448724, "loss_rpn_cls": 0.001719568261933091, "loss_rpn_loc": 0.003096133001236012, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5231440796051174, "total_loss": 0.07268585323515708}
{"data_time": 0.0034000359009951353, "eta_seconds": 20159.642937496305, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3534047919293821, "fast_rcnn/fg_cls_accuracy": 0.6465952080706179, "iteration": 1219, "loss_box_reg": 0.018672485603019595, "loss_cls": 0.04518338479101658, "loss_rpn_cls": 0.0010467758912682257, "loss_rpn_loc": 0.0031801292388990987, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.515773834194988, "total_loss": 0.06868969060417385}
{"data_time": 0.0036973468959331512, "eta_seconds": 20142.37727996311, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2567567567567568, "fast_rcnn/fg_cls_accuracy": 0.7432432432432432, "iteration": 1239, "loss_box_reg": 0.01889964524889365, "loss_cls": 0.04644706740509719, "loss_rpn_cls": 0.0018260257326119245, "loss_rpn_loc": 0.003298638650448993, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5078377821482718, "total_loss": 0.07192028623887836}
{"data_time": 0.00352818937972188, "eta_seconds": 20160.061618202133, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30892255892255893, "fast_rcnn/fg_cls_accuracy": 0.6910774410774412, "iteration": 1259, "loss_box_reg": 0.019082342216279358, "loss_cls": 0.04820264608133584, "loss_rpn_cls": 0.001722135464504504, "loss_rpn_loc": 0.0027426997967268107, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5251048167701811, "total_loss": 0.07158844992432023}
{"data_time": 0.003466622903943062, "eta_seconds": 20149.654007857433, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34431818181818186, "fast_rcnn/fg_cls_accuracy": 0.6556818181818183, "iteration": 1279, "loss_box_reg": 0.01851998025085777, "loss_cls": 0.047530844691209495, "loss_rpn_cls": 0.0019155580498591007, "loss_rpn_loc": 0.003388365264981985, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346780396066606, "total_loss": 0.07214497884632465}
{"data_time": 0.0033769181463867426, "eta_seconds": 20135.69617772149, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 1299, "loss_box_reg": 0.01941469154553488, "loss_cls": 0.0485191805055365, "loss_rpn_cls": 0.0014442976819282194, "loss_rpn_loc": 0.002630416285683168, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5173096365761012, "total_loss": 0.0721254714396764}
{"data_time": 0.003708529518917203, "eta_seconds": 20108.813836728455, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.7291666666666667, "iteration": 1319, "loss_box_reg": 0.019296047335956246, "loss_cls": 0.04860093200113624, "loss_rpn_cls": 0.00165944061063783, "loss_rpn_loc": 0.0036901410057907924, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5187926515936852, "total_loss": 0.07329125538558401}
{"data_time": 0.0036895612720400095, "eta_seconds": 20114.884626415092, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22046783625730992, "fast_rcnn/fg_cls_accuracy": 0.77953216374269, "iteration": 1339, "loss_box_reg": 0.018933367216959596, "loss_cls": 0.045868060435168445, "loss_rpn_cls": 0.0018610265628922207, "loss_rpn_loc": 0.002943518185929861, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5281398086808622, "total_loss": 0.07080642714936403}
{"data_time": 0.003677974920719862, "eta_seconds": 20104.478850761894, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3131551362683438, "fast_rcnn/fg_cls_accuracy": 0.6868448637316562, "iteration": 1359, "loss_box_reg": 0.018833229725714773, "loss_cls": 0.04410300310701132, "loss_rpn_cls": 0.0014598766086919568, "loss_rpn_loc": 0.00303720233932836, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5151707059703767, "total_loss": 0.06663876268567037}
{"data_time": 0.0036711995489895344, "eta_seconds": 20077.378694777377, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14724480578139115, "fast_rcnn/fg_cls_accuracy": 0.8527551942186089, "iteration": 1379, "loss_box_reg": 0.018324009666685015, "loss_cls": 0.04630761765292846, "loss_rpn_cls": 0.0014175670711438215, "loss_rpn_loc": 0.002924623211583821, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5211049660574645, "total_loss": 0.06995590495534998}
{"data_time": 0.0036810515448451042, "eta_seconds": 20066.981564358808, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34672830725462306, "fast_rcnn/fg_cls_accuracy": 0.653271692745377, "iteration": 1399, "loss_box_reg": 0.01824882935034111, "loss_cls": 0.04642930184490979, "loss_rpn_cls": 0.0013566877502171337, "loss_rpn_loc": 0.003164486410241807, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074495675507933, "total_loss": 0.07263251183167085}
{"data_time": 0.0036059459671378136, "eta_seconds": 20056.58443394024, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24919871794871795, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 1419, "loss_box_reg": 0.01814178959466517, "loss_cls": 0.04613412689650431, "loss_rpn_cls": 0.0009847189846823312, "loss_rpn_loc": 0.0028018431476084515, "lr": 0.005, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5250296115409583, "total_loss": 0.06845477371962261}
{"data_time": 0.0034806975163519382, "eta_seconds": 20045.12825507624, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.765625, "iteration": 1439, "loss_box_reg": 0.017416222777683288, "loss_cls": 0.046322272275574505, "loss_rpn_cls": 0.0011939438567196703, "loss_rpn_loc": 0.002700233533687424, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5209371706005186, "total_loss": 0.06687867253060631}
{"data_time": 0.003622898133471608, "eta_seconds": 20035.7901731031, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34271771771771775, "fast_rcnn/fg_cls_accuracy": 0.6572822822822822, "iteration": 1459, "loss_box_reg": 0.018401030101813376, "loss_cls": 0.04538992216112092, "loss_rpn_cls": 0.0014471785150362848, "loss_rpn_loc": 0.002442092096316628, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225980980321765, "total_loss": 0.06907988377804486}
{"data_time": 0.003515807446092367, "eta_seconds": 20025.635785130085, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.31841216216216217, "fast_rcnn/fg_cls_accuracy": 0.6815878378378378, "iteration": 1479, "loss_box_reg": 0.017259273678064346, "loss_cls": 0.04523869382683188, "loss_rpn_cls": 0.0010760013890376285, "loss_rpn_loc": 0.0033329275174764916, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316338713746518, "total_loss": 0.06827590540819983}
{"data_time": 0.003646649420261383, "eta_seconds": 20015.23852868029, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2850877192982456, "fast_rcnn/fg_cls_accuracy": 0.7075358851674641, "iteration": 1499, "loss_box_reg": 0.018607899022754282, "loss_cls": 0.04588757798774168, "loss_rpn_cls": 0.001211412253155686, "loss_rpn_loc": 0.003241577112930827, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5157074595335871, "total_loss": 0.07003177061943688}
{"data_time": 0.0036023929715156555, "eta_seconds": 20009.777154346928, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6029874213836478, "iteration": 1519, "loss_box_reg": 0.018318624584935606, "loss_cls": 0.04963619343470782, "loss_rpn_cls": 0.0016569198801335006, "loss_rpn_loc": 0.004006832044979092, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5239573090802878, "total_loss": 0.07583230586669742}
{"data_time": 0.0035877141635864973, "eta_seconds": 19991.57149897539, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.212143928035982, "fast_rcnn/fg_cls_accuracy": 0.785243741765481, "iteration": 1539, "loss_box_reg": 0.017530934535898268, "loss_cls": 0.044536933419294655, "loss_rpn_cls": 0.0011026204185782262, "loss_rpn_loc": 0.0022592974710278213, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514328830409795, "total_loss": 0.06606766793723295}
{"data_time": 0.0034851408563554287, "eta_seconds": 19982.748768273275, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23658649398704903, "fast_rcnn/fg_cls_accuracy": 0.763413506012951, "iteration": 1559, "loss_box_reg": 0.017663296370301396, "loss_cls": 0.046211249427869916, "loss_rpn_cls": 0.000999705778099269, "loss_rpn_loc": 0.002938403886219021, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5274206018075347, "total_loss": 0.06968884585182877}
{"data_time": 0.0035360881593078375, "eta_seconds": 19973.498626624933, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8257575757575758, "iteration": 1579, "loss_box_reg": 0.01820249477168545, "loss_cls": 0.044284055242314935, "loss_rpn_cls": 0.0013546484074140608, "loss_rpn_loc": 0.0025604891634429805, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5224744973238558, "total_loss": 0.06616287627360862}
{"data_time": 0.003563405480235815, "eta_seconds": 19963.10144871357, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22756410256410256, "fast_rcnn/fg_cls_accuracy": 0.7724358974358974, "iteration": 1599, "loss_box_reg": 0.017812746402341872, "loss_cls": 0.046455098839942366, "loss_rpn_cls": 0.0011939017891222647, "loss_rpn_loc": 0.002629419381264597, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5190160544589162, "total_loss": 0.07102683769431906}
{"data_time": 0.003696001600474119, "eta_seconds": 19951.559024871793, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.33065410199556544, "fast_rcnn/fg_cls_accuracy": 0.6693458980044347, "iteration": 1619, "loss_box_reg": 0.01671621110290289, "loss_cls": 0.044529238948598504, "loss_rpn_cls": 0.0011036615082957724, "loss_rpn_loc": 0.0028013251612719614, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5100715134758502, "total_loss": 0.06514760142374598}
{"data_time": 0.0036058095283806324, "eta_seconds": 19942.307092890842, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2922427035330261, "fast_rcnn/fg_cls_accuracy": 0.7077572964669738, "iteration": 1639, "loss_box_reg": 0.01774324948200956, "loss_cls": 0.04355646698968485, "loss_rpn_cls": 0.0014316265355773794, "loss_rpn_loc": 0.002809405053994851, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5256555140949786, "total_loss": 0.06516504364984144}
{"data_time": 0.003553354647010565, "eta_seconds": 19929.19692265452, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6635220125786163, "iteration": 1659, "loss_box_reg": 0.017486538854427636, "loss_cls": 0.047225809190422297, "loss_rpn_cls": 0.001221456047119318, "loss_rpn_loc": 0.0026783108260133304, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5092425998300314, "total_loss": 0.06964486349806975}
{"data_time": 0.0034243189729750156, "eta_seconds": 19920.36928147031, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26329787234042556, "fast_rcnn/fg_cls_accuracy": 0.7367021276595744, "iteration": 1679, "loss_box_reg": 0.01699640922015533, "loss_cls": 0.04647813824703917, "loss_rpn_cls": 0.0010469081405091174, "loss_rpn_loc": 0.0029400152052403428, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258793034590781, "total_loss": 0.06775294931620124}
{"data_time": 0.00392697867937386, "eta_seconds": 19909.972700336482, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7947368421052632, "iteration": 1699, "loss_box_reg": 0.018035247805528343, "loss_cls": 0.04640835424652323, "loss_rpn_cls": 0.0016306061635305014, "loss_rpn_loc": 0.002820095462084282, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215231485199183, "total_loss": 0.07150601941748391}
{"data_time": 0.0036407674197107553, "eta_seconds": 19898.009634494083, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25708635464733026, "fast_rcnn/fg_cls_accuracy": 0.7429136453526697, "iteration": 1719, "loss_box_reg": 0.017972549831029028, "loss_cls": 0.04369373345980421, "loss_rpn_cls": 0.0011544526130933264, "loss_rpn_loc": 0.002736918890150264, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5167246139608324, "total_loss": 0.06484122811320958}
{"data_time": 0.003466702764853835, "eta_seconds": 19890.321203334024, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22974537037037035, "fast_rcnn/fg_cls_accuracy": 0.7469765684051399, "iteration": 1739, "loss_box_reg": 0.017606604611501098, "loss_cls": 0.04638566740322858, "loss_rpn_cls": 0.001451966795343651, "loss_rpn_loc": 0.0021677950717275962, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5193752807099372, "total_loss": 0.06667105561541575}
{"data_time": 0.003434097394347191, "eta_seconds": 19863.167270364007, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24492825333993073, "fast_rcnn/fg_cls_accuracy": 0.7550717466600693, "iteration": 1759, "loss_box_reg": 0.01690998673439026, "loss_cls": 0.04546284110983834, "loss_rpn_cls": 0.001376229273773788, "loss_rpn_loc": 0.0025051001575775445, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5119202174246311, "total_loss": 0.06579413522763389}
{"data_time": 0.003754382487386465, "eta_seconds": 19848.02852372802, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32028875379939215, "fast_rcnn/fg_cls_accuracy": 0.6797112462006079, "iteration": 1779, "loss_box_reg": 0.016218549746554345, "loss_cls": 0.04537278669886291, "loss_rpn_cls": 0.0013398733060512313, "loss_rpn_loc": 0.002449180006806273, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5214424473233521, "total_loss": 0.06489382665381527}
{"data_time": 0.0035023775417357683, "eta_seconds": 19835.277441756567, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.7675510204081633, "iteration": 1799, "loss_box_reg": 0.016587991965934634, "loss_cls": 0.04534791887272149, "loss_rpn_cls": 0.0013607019236019369, "loss_rpn_loc": 0.0029620542118209414, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5172581532970071, "total_loss": 0.06827696069626654}
{"data_time": 0.0034580319188535213, "eta_seconds": 19832.002027922077, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26792750197005516, "fast_rcnn/fg_cls_accuracy": 0.7169652855543114, "iteration": 1819, "loss_box_reg": 0.016179217374883592, "loss_cls": 0.04552042158320546, "loss_rpn_cls": 0.000964273048339237, "loss_rpn_loc": 0.0026528673588472884, "lr": 0.005, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5252229778561741, "total_loss": 0.0670627402946593}
{"data_time": 0.0036207973025739193, "eta_seconds": 19835.63505817321, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.24249084249084246, "fast_rcnn/fg_cls_accuracy": 0.7575091575091575, "iteration": 1839, "loss_box_reg": 0.015797961736097932, "loss_cls": 0.04379880049964413, "loss_rpn_cls": 0.001473899036795956, "loss_rpn_loc": 0.0023187904444057494, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5144533503334969, "total_loss": 0.06314987346803491}
{"data_time": 0.0033349914010614157, "eta_seconds": 19840.682965917513, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32097186700767266, "fast_rcnn/fg_cls_accuracy": 0.6790281329923273, "iteration": 1859, "loss_box_reg": 0.016378904634620994, "loss_cls": 0.0462190987309441, "loss_rpn_cls": 0.001528047910198893, "loss_rpn_loc": 0.0027159120872966014, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5293194658588618, "total_loss": 0.06665548827098178}
{"data_time": 0.003678068518638611, "eta_seconds": 19831.029122523498, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16538789428815004, "fast_rcnn/fg_cls_accuracy": 0.83461210571185, "iteration": 1879, "loss_box_reg": 0.016217907599639148, "loss_cls": 0.04343100663390942, "loss_rpn_cls": 0.001052737760232958, "loss_rpn_loc": 0.00258506936734193, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5314322020858526, "total_loss": 0.06499986790868206}
{"data_time": 0.0036891738418489695, "eta_seconds": 19812.180539948866, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15892857142857142, "fast_rcnn/fg_cls_accuracy": 0.8285714285714285, "iteration": 1899, "loss_box_reg": 0.016269518819171935, "loss_cls": 0.044209701009094715, "loss_rpn_cls": 0.0018997100613091789, "loss_rpn_loc": 0.002697884578083176, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120528852567077, "total_loss": 0.06757395385579912}
{"data_time": 0.00342931947670877, "eta_seconds": 19810.22061369894, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25019305019305016, "fast_rcnn/fg_cls_accuracy": 0.7150105708245242, "iteration": 1919, "loss_box_reg": 0.015596400189679116, "loss_cls": 0.04156551801133901, "loss_rpn_cls": 0.0007648936243640492, "loss_rpn_loc": 0.00236829726054566, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5228278182912618, "total_loss": 0.06119717756132559}
{"data_time": 0.003798622405156493, "eta_seconds": 19806.202866482316, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15856481481481483, "fast_rcnn/fg_cls_accuracy": 0.8369708994708995, "iteration": 1939, "loss_box_reg": 0.014914175844751298, "loss_cls": 0.04267112701199949, "loss_rpn_cls": 0.0008777075915844534, "loss_rpn_loc": 0.002771833154838532, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5228377289604396, "total_loss": 0.062064272653628905}
{"data_time": 0.003554132767021656, "eta_seconds": 19802.408027990954, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2576036866359447, "fast_rcnn/fg_cls_accuracy": 0.7423963133640553, "iteration": 1959, "loss_box_reg": 0.015659196069464087, "loss_cls": 0.04503668722463772, "loss_rpn_cls": 0.0010787244375478622, "loss_rpn_loc": 0.0027656052916427143, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5214755253400654, "total_loss": 0.06588466999676257}
{"data_time": 0.00326241971924901, "eta_seconds": 19789.75033868244, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16657334826427772, "fast_rcnn/fg_cls_accuracy": 0.8334266517357223, "iteration": 1979, "loss_box_reg": 0.01574115315452218, "loss_cls": 0.04202304960926995, "loss_rpn_cls": 0.0008237206415628862, "loss_rpn_loc": 0.0022809974325355142, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5176484996918589, "total_loss": 0.06263041554157667}
{"data_time": 0.003943933406844735, "eta_seconds": 19774.980035448214, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1815803244374673, "fast_rcnn/fg_cls_accuracy": 0.8184196755625327, "iteration": 1999, "loss_box_reg": 0.014570098952390254, "loss_cls": 0.04072332213399932, "loss_rpn_cls": 0.0013180241053305508, "loss_rpn_loc": 0.002468949602189241, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185278847347945, "total_loss": 0.06052878244986459}
{"data_time": 0.00388746103271842, "eta_seconds": 19749.78160908632, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30340557275541796, "fast_rcnn/fg_cls_accuracy": 0.6965944272445821, "iteration": 2019, "loss_box_reg": 0.015787788113811985, "loss_cls": 0.044866508134873584, "loss_rpn_cls": 0.001297021922937347, "loss_rpn_loc": 0.0024591373949078843, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5161565623711795, "total_loss": 0.06743615027926353}
{"data_time": 0.0038537520449608564, "eta_seconds": 19734.36353466357, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24693627450980393, "fast_rcnn/fg_cls_accuracy": 0.7270220588235294, "iteration": 2039, "loss_box_reg": 0.016488995926920325, "loss_cls": 0.0443759472691454, "loss_rpn_cls": 0.0012033760092435841, "loss_rpn_loc": 0.0028168755234219134, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221684621647, "total_loss": 0.0650936576581671}
{"data_time": 0.0037422936875373125, "eta_seconds": 19723.966356752208, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21568627450980393, "fast_rcnn/fg_cls_accuracy": 0.7843137254901961, "iteration": 2059, "loss_box_reg": 0.015193316503427923, "loss_cls": 0.04568920162273571, "loss_rpn_cls": 0.0015370579457112399, "loss_rpn_loc": 0.0022605926897085737, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5259698168374598, "total_loss": 0.06386955832556396}
{"data_time": 0.003567306324839592, "eta_seconds": 19713.569178840844, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2565359477124183, "fast_rcnn/fg_cls_accuracy": 0.7434640522875817, "iteration": 2079, "loss_box_reg": 0.01548690878553316, "loss_cls": 0.04272799915634096, "loss_rpn_cls": 0.0011168555317908613, "loss_rpn_loc": 0.0027286074982839637, "lr": 0.005, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5164423959795386, "total_loss": 0.06223185585849933}
{"data_time": 0.003538762219250202, "eta_seconds": 19703.17200092948, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3619047619047619, "fast_rcnn/fg_cls_accuracy": 0.638095238095238, "iteration": 2099, "loss_box_reg": 0.015511965728364885, "loss_cls": 0.043862718623131514, "loss_rpn_cls": 0.0009019778239007792, "loss_rpn_loc": 0.002794366533635184, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5211133859120309, "total_loss": 0.06238772469998821}
{"data_time": 0.0036493726074695587, "eta_seconds": 19700.22199327103, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.175, "fast_rcnn/fg_cls_accuracy": 0.81875, "iteration": 2119, "loss_box_reg": 0.015918886696454138, "loss_cls": 0.045005813241004944, "loss_rpn_cls": 0.001642942089688404, "loss_rpn_loc": 0.003084541378484573, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5213896858040243, "total_loss": 0.06756964249842667}
{"data_time": 0.0035680236760526896, "eta_seconds": 19682.377645106753, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1826388888888889, "fast_rcnn/fg_cls_accuracy": 0.8173611111111111, "iteration": 2139, "loss_box_reg": 0.015163943578954786, "loss_cls": 0.04425758792785928, "loss_rpn_cls": 0.0009722377840262197, "loss_rpn_loc": 0.0027747049025492743, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379110113717616, "total_loss": 0.065994116203683}
{"data_time": 0.0038878952618688345, "eta_seconds": 19671.98046719539, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.791304347826087, "iteration": 2159, "loss_box_reg": 0.014733704621903598, "loss_cls": 0.04059806256555021, "loss_rpn_cls": 0.0010753868372148645, "loss_rpn_loc": 0.002622945572511526, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522003753343597, "total_loss": 0.05979912582614588}
{"data_time": 0.003480317536741495, "eta_seconds": 19667.6724109794, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31811145510835914, "fast_rcnn/fg_cls_accuracy": 0.681888544891641, "iteration": 2179, "loss_box_reg": 0.015845817717490718, "loss_cls": 0.04411200270988047, "loss_rpn_cls": 0.0015682775190697384, "loss_rpn_loc": 0.002505598118659691, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5138555164448917, "total_loss": 0.06319437023717}
{"data_time": 0.0035364560317248106, "eta_seconds": 19659.596567869885, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1850282485875706, "fast_rcnn/fg_cls_accuracy": 0.8149717514124294, "iteration": 2199, "loss_box_reg": 0.01600709732156247, "loss_cls": 0.04417265462689102, "loss_rpn_cls": 0.0010516672411995387, "loss_rpn_loc": 0.002628984711918747, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5277617280371487, "total_loss": 0.06455404206917592}
{"data_time": 0.003506819950416684, "eta_seconds": 19657.716780030867, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14928698752228164, "fast_rcnn/fg_cls_accuracy": 0.8479712378017463, "iteration": 2219, "loss_box_reg": 0.01477825123583898, "loss_cls": 0.0421761903562583, "loss_rpn_cls": 0.0017443405986341531, "loss_rpn_loc": 0.0026744223505374976, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.518520899116993, "total_loss": 0.062476957255285015}
{"data_time": 0.0034455182030797005, "eta_seconds": 19657.590002069715, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20288753799392095, "fast_rcnn/fg_cls_accuracy": 0.797112462006079, "iteration": 2239, "loss_box_reg": 0.016312249936163425, "loss_cls": 0.04490016176714562, "loss_rpn_cls": 0.00139414639829738, "loss_rpn_loc": 0.0026577108474157285, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5270402457099408, "total_loss": 0.0667604077040096}
{"data_time": 0.0037634128239005804, "eta_seconds": 19645.467371951556, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19901315789473684, "fast_rcnn/fg_cls_accuracy": 0.7793522267206479, "iteration": 2259, "loss_box_reg": 0.015268212417140603, "loss_cls": 0.04592307028360665, "loss_rpn_cls": 0.001382119322215658, "loss_rpn_loc": 0.002603539305710001, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202955128625035, "total_loss": 0.06575571542634862}
{"data_time": 0.0037851338274776936, "eta_seconds": 19632.832061528927, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1775609756097561, "fast_rcnn/fg_cls_accuracy": 0.822439024390244, "iteration": 2279, "loss_box_reg": 0.015054537157993764, "loss_cls": 0.03993890740093775, "loss_rpn_cls": 0.000833953526125697, "loss_rpn_loc": 0.0024186017108149827, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.518908184254542, "total_loss": 0.058059457668036885}
{"data_time": 0.003636169945821166, "eta_seconds": 19627.294325592695, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20726495726495725, "fast_rcnn/fg_cls_accuracy": 0.7927350427350428, "iteration": 2299, "loss_box_reg": 0.014633763581514359, "loss_cls": 0.04485794942593202, "loss_rpn_cls": 0.0010280231065280532, "loss_rpn_loc": 0.001974676109966822, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5223727992270142, "total_loss": 0.06394066623545314}
{"data_time": 0.003398451954126358, "eta_seconds": 19604.85505280085, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1978021978021978, "fast_rcnn/fg_cls_accuracy": 0.7944947209653092, "iteration": 2319, "loss_box_reg": 0.01586204022169113, "loss_cls": 0.043936316680628806, "loss_rpn_cls": 0.001377331057824449, "loss_rpn_loc": 0.002494301972546964, "lr": 0.005, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5130505105480552, "total_loss": 0.06319191932493595}
{"data_time": 0.003611339256167412, "eta_seconds": 19584.46922793938, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13228438228438227, "fast_rcnn/fg_cls_accuracy": 0.8677156177156178, "iteration": 2339, "loss_box_reg": 0.014498624310363084, "loss_cls": 0.042566572345094755, "loss_rpn_cls": 0.0012360584460111568, "loss_rpn_loc": 0.0023402293008985, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249926876276731, "total_loss": 0.06096315578139411}
{"data_time": 0.00371070159599185, "eta_seconds": 19569.32574749831, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16963064295485636, "fast_rcnn/fg_cls_accuracy": 0.8303693570451436, "iteration": 2359, "loss_box_reg": 0.015557671315036714, "loss_cls": 0.04142765776487067, "loss_rpn_cls": 0.0008592219901402132, "loss_rpn_loc": 0.0025040158434421755, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5099095071200281, "total_loss": 0.059926977411578264}
{"data_time": 0.0033894258085638285, "eta_seconds": 19561.15058269119, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.28461114175399893, "fast_rcnn/fg_cls_accuracy": 0.7153888582460011, "iteration": 2379, "loss_box_reg": 0.015153560671024024, "loss_cls": 0.04268048162339255, "loss_rpn_cls": 0.0010799059531336752, "loss_rpn_loc": 0.00241261313931318, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5222682158928365, "total_loss": 0.06136398677296029}
{"data_time": 0.0034680659882724285, "eta_seconds": 19555.580290163634, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2640232108317214, "fast_rcnn/fg_cls_accuracy": 0.7359767891682785, "iteration": 2399, "loss_box_reg": 0.01429625425953418, "loss_cls": 0.040956411976367235, "loss_rpn_cls": 0.0012599891257423224, "loss_rpn_loc": 0.002960708825412439, "lr": 0.005, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.527386742644012, "total_loss": 0.05979298912757258}
{"data_time": 0.0035498749930411577, "eta_seconds": 19541.45199005725, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32146542827657376, "fast_rcnn/fg_cls_accuracy": 0.6785345717234261, "iteration": 2419, "loss_box_reg": 0.014120837091468275, "loss_cls": 0.04068248567637056, "loss_rpn_cls": 0.0013263141022434866, "loss_rpn_loc": 0.002329243754502386, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514413194032386, "total_loss": 0.05828362706449752}
{"data_time": 0.003482940373942256, "eta_seconds": 19525.393394569168, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22181372549019607, "fast_rcnn/fg_cls_accuracy": 0.7683823529411764, "iteration": 2439, "loss_box_reg": 0.014279832772444934, "loss_cls": 0.04080698057077825, "loss_rpn_cls": 0.001399848109258528, "loss_rpn_loc": 0.0025254457068513148, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5147558115422726, "total_loss": 0.05878820978739441}
{"data_time": 0.0033181810285896063, "eta_seconds": 19510.342430495424, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22431077694235588, "fast_rcnn/fg_cls_accuracy": 0.7756892230576441, "iteration": 2459, "loss_box_reg": 0.015332319191657007, "loss_cls": 0.04347650083946064, "loss_rpn_cls": 0.0011042257011695256, "loss_rpn_loc": 0.0020579302472469863, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5092300705146044, "total_loss": 0.06310476886937977}
{"data_time": 0.0033758566714823246, "eta_seconds": 19496.193808976328, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13025210084033612, "fast_rcnn/fg_cls_accuracy": 0.8697478991596639, "iteration": 2479, "loss_box_reg": 0.01504316454520449, "loss_cls": 0.04181605618214235, "loss_rpn_cls": 0.0013327655848343056, "loss_rpn_loc": 0.0028295637093833648, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5191005335655063, "total_loss": 0.06396875694912296}
{"data_time": 0.0035368050448596478, "eta_seconds": 19477.84443583223, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1691326530612245, "fast_rcnn/fg_cls_accuracy": 0.8308673469387755, "iteration": 2499, "loss_box_reg": 0.014321599475806579, "loss_cls": 0.04001174645964056, "loss_rpn_cls": 0.0010526905562073807, "loss_rpn_loc": 0.0025654747696535196, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512825156096369, "total_loss": 0.05868661199747294}
{"data_time": 0.0037096538580954075, "eta_seconds": 19460.66029506526, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7070707070707071, "iteration": 2519, "loss_box_reg": 0.01444945193361491, "loss_cls": 0.04189280458376743, "loss_rpn_cls": 0.0010617089867537288, "loss_rpn_loc": 0.0025953746589948423, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188715460244566, "total_loss": 0.0627799462938583}
{"data_time": 0.0034713794011622667, "eta_seconds": 19453.363243436208, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2784237726098191, "fast_rcnn/fg_cls_accuracy": 0.7182539682539683, "iteration": 2539, "loss_box_reg": 0.015016608289442956, "loss_cls": 0.047124708944465965, "loss_rpn_cls": 0.0012021249738438655, "loss_rpn_loc": 0.0023154325353971217, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5109256743453443, "total_loss": 0.06705513225108461}
{"data_time": 0.0035971589386463165, "eta_seconds": 19436.841878307285, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.23290322580645162, "fast_rcnn/fg_cls_accuracy": 0.7670967741935484, "iteration": 2559, "loss_box_reg": 0.014453388110268861, "loss_cls": 0.04375257552601397, "loss_rpn_cls": 0.0012000745032310078, "loss_rpn_loc": 0.002539506087487098, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5142389989923686, "total_loss": 0.062326237174943344}
{"data_time": 0.003512592986226082, "eta_seconds": 19428.049583957763, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15150375939849625, "fast_rcnn/fg_cls_accuracy": 0.8484962406015037, "iteration": 2579, "loss_box_reg": 0.014698216284159571, "loss_cls": 0.04422914300812408, "loss_rpn_cls": 0.0015055912496109158, "loss_rpn_loc": 0.002601184511149768, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5197013800498098, "total_loss": 0.06145871431192518}
{"data_time": 0.004019543994218111, "eta_seconds": 19421.438797122566, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22938530734632684, "fast_rcnn/fg_cls_accuracy": 0.7706146926536732, "iteration": 2599, "loss_box_reg": 0.014122264459729195, "loss_cls": 0.04202212020754814, "loss_rpn_cls": 0.0011779520724530812, "loss_rpn_loc": 0.0019657312295748852, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5223094299435616, "total_loss": 0.059024695362751345}
{"data_time": 0.003728690790012479, "eta_seconds": 19411.73448838666, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23688811188811187, "fast_rcnn/fg_cls_accuracy": 0.7631118881118881, "iteration": 2619, "loss_box_reg": 0.014182527345838025, "loss_cls": 0.04568662750534713, "loss_rpn_cls": 0.0016099034573926474, "loss_rpn_loc": 0.0025014317507157102, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5152422385290265, "total_loss": 0.0664539163057043}
{"data_time": 0.0035416404716670513, "eta_seconds": 19399.477122610668, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29931972789115646, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 2639, "loss_box_reg": 0.014103684719884768, "loss_cls": 0.041864095197524875, "loss_rpn_cls": 0.0011578033711998614, "loss_rpn_loc": 0.002766999947198201, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185163186397403, "total_loss": 0.06075350657965828}
{"data_time": 0.0037250788882374763, "eta_seconds": 19398.078015143517, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 2659, "loss_box_reg": 0.013946873834356666, "loss_cls": 0.04139632120495662, "loss_rpn_cls": 0.0009050310176235143, "loss_rpn_loc": 0.002393175562247052, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5184172838926315, "total_loss": 0.058074549193975145}
{"data_time": 0.003687832970172167, "eta_seconds": 19378.70736042806, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2666240409207161, "fast_rcnn/fg_cls_accuracy": 0.7333759590792839, "iteration": 2679, "loss_box_reg": 0.013573324831668288, "loss_cls": 0.043403232644777745, "loss_rpn_cls": 0.001146123886883288, "loss_rpn_loc": 0.0020492851654125843, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5154746039770544, "total_loss": 0.061649064510589824}
{"data_time": 0.0035015998873859644, "eta_seconds": 19377.298627323005, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21249430004559966, "fast_rcnn/fg_cls_accuracy": 0.779656862745098, "iteration": 2699, "loss_box_reg": 0.014436437981203198, "loss_cls": 0.044612697209231555, "loss_rpn_cls": 0.0015101575901326214, "loss_rpn_loc": 0.0025730939050845336, "lr": 0.005, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.52409188891761, "total_loss": 0.06291347437672812}
{"data_time": 0.0038175610825419426, "eta_seconds": 19366.90893341275, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2188470066518847, "fast_rcnn/fg_cls_accuracy": 0.7811529933481154, "iteration": 2719, "loss_box_reg": 0.014067813463043422, "loss_cls": 0.04111714550526813, "loss_rpn_cls": 0.0012164103972054363, "loss_rpn_loc": 0.002500430851796409, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5134989772923291, "total_loss": 0.058758750157380746}
{"data_time": 0.003747085575014353, "eta_seconds": 19352.002104828367, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2796296296296296, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 2739, "loss_box_reg": 0.014514435839373618, "loss_cls": 0.04272251401562244, "loss_rpn_cls": 0.001284595028437252, "loss_rpn_loc": 0.0028051052195223747, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5159622004721314, "total_loss": 0.05966837466473862}
{"data_time": 0.0036470498889684677, "eta_seconds": 19347.166145231575, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2215909090909091, "fast_rcnn/fg_cls_accuracy": 0.7784090909090909, "iteration": 2759, "loss_box_reg": 0.013790318393148482, "loss_cls": 0.04292314511258155, "loss_rpn_cls": 0.00120910652245243, "loss_rpn_loc": 0.002375555704929866, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5218017210718244, "total_loss": 0.06162187982636169}
{"data_time": 0.0037009124644100666, "eta_seconds": 19326.78295497154, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18914807302231237, "fast_rcnn/fg_cls_accuracy": 0.8108519269776876, "iteration": 2779, "loss_box_reg": 0.013715136097744107, "loss_cls": 0.04189579171361402, "loss_rpn_cls": 0.0014872672584260727, "loss_rpn_loc": 0.0020647362362069543, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5128680574707687, "total_loss": 0.05991548868132668}
{"data_time": 0.003405921394005418, "eta_seconds": 19326.385644014925, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2465034965034965, "fast_rcnn/fg_cls_accuracy": 0.7534965034965035, "iteration": 2799, "loss_box_reg": 0.013568923342972994, "loss_cls": 0.043869577115401626, "loss_rpn_cls": 0.0015470451216970105, "loss_rpn_loc": 0.0021318173930922057, "lr": 0.005, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5261492927093059, "total_loss": 0.06325994931739842}
{"data_time": 0.003355688415467739, "eta_seconds": 19306.01319278893, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21835691823899372, "fast_rcnn/fg_cls_accuracy": 0.7816430817610063, "iteration": 2819, "loss_box_reg": 0.013727728452067822, "loss_cls": 0.04049903657869436, "loss_rpn_cls": 0.0011058226021987139, "loss_rpn_loc": 0.0019693777394422796, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5172126719262451, "total_loss": 0.057547141821260084}
{"data_time": 0.0038621583953499794, "eta_seconds": 19304.570769951213, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23529411764705882, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 2839, "loss_box_reg": 0.013701207615667954, "loss_cls": 0.04007938125869259, "loss_rpn_cls": 0.000984351516535753, "loss_rpn_loc": 0.002181883117373218, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5261561821680516, "total_loss": 0.057181462235121217}
{"data_time": 0.003603394143283367, "eta_seconds": 19281.841072911862, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27635327635327633, "fast_rcnn/fg_cls_accuracy": 0.7236467236467237, "iteration": 2859, "loss_box_reg": 0.01375415117945522, "loss_cls": 0.043413126026280224, "loss_rpn_cls": 0.001619215388586781, "loss_rpn_loc": 0.0023698134355072398, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5205033828970045, "total_loss": 0.062235607753109434}
{"data_time": 0.0036383201368153095, "eta_seconds": 19259.966087273322, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 2879, "loss_box_reg": 0.014024080126546323, "loss_cls": 0.040904386492911726, "loss_rpn_cls": 0.0010558921006236233, "loss_rpn_loc": 0.0022644450727966614, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5143328432459384, "total_loss": 0.060337890184428034}
{"data_time": 0.003575063543394208, "eta_seconds": 19252.632804909954, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.27541666666666664, "fast_rcnn/fg_cls_accuracy": 0.7141666666666666, "iteration": 2899, "loss_box_reg": 0.014224497717805207, "loss_cls": 0.04394803347531706, "loss_rpn_cls": 0.0013378740136431588, "loss_rpn_loc": 0.0025171620545734186, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5181252071633935, "total_loss": 0.06279788995857416}
{"data_time": 0.0034848954528570175, "eta_seconds": 19242.254306861432, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2170212765957447, "fast_rcnn/fg_cls_accuracy": 0.7829787234042553, "iteration": 2919, "loss_box_reg": 0.012874534470029175, "loss_cls": 0.03936407409491949, "loss_rpn_cls": 0.0010610057526037053, "loss_rpn_loc": 0.002422602985461708, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5279241905082017, "total_loss": 0.05562494576136601}
{"data_time": 0.0034986454993486404, "eta_seconds": 19233.219325594604, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16117810760667903, "fast_rcnn/fg_cls_accuracy": 0.8388218923933211, "iteration": 2939, "loss_box_reg": 0.013711149105802178, "loss_cls": 0.041448422824032605, "loss_rpn_cls": 0.001037053708273561, "loss_rpn_loc": 0.0021100041194586083, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.530055426992476, "total_loss": 0.05896794265822791}
{"data_time": 0.0034926303196698427, "eta_seconds": 19229.925828107167, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8117647058823529, "iteration": 2959, "loss_box_reg": 0.013373535824939609, "loss_cls": 0.04343230172526091, "loss_rpn_cls": 0.001194949192608874, "loss_rpn_loc": 0.002000199143367354, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5284283903893083, "total_loss": 0.06277023657503378}
{"data_time": 0.0037310109473764896, "eta_seconds": 19222.934144058498, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2055052790346908, "fast_rcnn/fg_cls_accuracy": 0.7944947209653092, "iteration": 2979, "loss_box_reg": 0.01254982195678167, "loss_cls": 0.038073847885243595, "loss_rpn_cls": 0.0010779894162169512, "loss_rpn_loc": 0.0026794698387675453, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5230899681337178, "total_loss": 0.05471628002123907}
{"data_time": 0.0036015775986015797, "eta_seconds": 19216.96760368091, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27517198248905567, "fast_rcnn/fg_cls_accuracy": 0.7248280175109443, "iteration": 2999, "loss_box_reg": 0.014209778746590018, "loss_cls": 0.04192693158984184, "loss_rpn_cls": 0.0010544160003291836, "loss_rpn_loc": 0.0021651260503858794, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5206458105240017, "total_loss": 0.05831609511176339}
{"data_time": 0.003674362553283572, "eta_seconds": 19213.538515326334, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1590909090909091, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 3019, "loss_box_reg": 0.013598355406429619, "loss_cls": 0.04097255616215989, "loss_rpn_cls": 0.000645966461718217, "loss_rpn_loc": 0.00352529850351857, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402584346011281, "total_loss": 0.05838902138339108}
{"data_time": 0.0033545903861522675, "eta_seconds": 19196.19306504284, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 3039, "loss_box_reg": 0.012417924328474328, "loss_cls": 0.03886555618373677, "loss_rpn_cls": 0.0009879085260138254, "loss_rpn_loc": 0.002161097865609918, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119600710459054, "total_loss": 0.05495812127742283}
{"data_time": 0.003484985325485468, "eta_seconds": 19181.037729931762, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24404761904761904, "fast_rcnn/fg_cls_accuracy": 0.7339285714285715, "iteration": 3059, "loss_box_reg": 0.013376151968259364, "loss_cls": 0.042735611321404576, "loss_rpn_cls": 0.0010946598990813072, "loss_rpn_loc": 0.002295084879733622, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5191926169209182, "total_loss": 0.059472523427302804}
{"data_time": 0.0033490564674139023, "eta_seconds": 19176.38098124927, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.25988225399495374, "fast_rcnn/fg_cls_accuracy": 0.7280487804878049, "iteration": 3079, "loss_box_reg": 0.013760118745267391, "loss_cls": 0.04170772881479934, "loss_rpn_cls": 0.0012908503233575175, "loss_rpn_loc": 0.002224682681116974, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5201204239856452, "total_loss": 0.05998843670909082}
{"data_time": 0.003450402757152915, "eta_seconds": 19162.259253478376, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21584440227703983, "fast_rcnn/fg_cls_accuracy": 0.7841555977229602, "iteration": 3099, "loss_box_reg": 0.0119956340349745, "loss_cls": 0.03850389539729804, "loss_rpn_cls": 0.001535099147758956, "loss_rpn_loc": 0.0024752229546720628, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202340334653854, "total_loss": 0.054729978964587644}
{"data_time": 0.0034430143423378468, "eta_seconds": 19161.583353174618, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2712418300653595, "fast_rcnn/fg_cls_accuracy": 0.7287581699346406, "iteration": 3119, "loss_box_reg": 0.01337741146562621, "loss_cls": 0.04323186067631468, "loss_rpn_cls": 0.0015489371401429253, "loss_rpn_loc": 0.002187934962421423, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5250677389558405, "total_loss": 0.05984948430767645}
{"data_time": 0.0036096740514039993, "eta_seconds": 19151.192320744274, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11579818031430934, "fast_rcnn/fg_cls_accuracy": 0.872983870967742, "iteration": 3139, "loss_box_reg": 0.013846273184753954, "loss_cls": 0.04019863239955157, "loss_rpn_cls": 0.0012998544024185321, "loss_rpn_loc": 0.00246414405410178, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5213204675819725, "total_loss": 0.059863803886401}
{"data_time": 0.0035704588517546654, "eta_seconds": 19138.930849210592, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2373358348968105, "fast_rcnn/fg_cls_accuracy": 0.7626641651031896, "iteration": 3159, "loss_box_reg": 0.012738866702420637, "loss_cls": 0.04084356126259081, "loss_rpn_cls": 0.001093137497605312, "loss_rpn_loc": 0.0020614377717720345, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5178019399754703, "total_loss": 0.05873783812057809}
{"data_time": 0.0034226260613650084, "eta_seconds": 19128.54083219194, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2857624831309042, "fast_rcnn/fg_cls_accuracy": 0.7142375168690958, "iteration": 3179, "loss_box_reg": 0.012886070180684328, "loss_cls": 0.039618578914087266, "loss_rpn_cls": 0.0010993546264899123, "loss_rpn_loc": 0.0026358059731137473, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5137812811881304, "total_loss": 0.055093745577153186}
{"data_time": 0.0034547089599072933, "eta_seconds": 19104.51501974836, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18438914027149322, "fast_rcnn/fg_cls_accuracy": 0.8156108597285068, "iteration": 3199, "loss_box_reg": 0.01283603796036914, "loss_cls": 0.03933093624073081, "loss_rpn_cls": 0.0007608726583896441, "loss_rpn_loc": 0.002224684434622759, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.504572763806209, "total_loss": 0.05589295150934959}
{"data_time": 0.003697550157085061, "eta_seconds": 19096.023784637917, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26829787234042557, "fast_rcnn/fg_cls_accuracy": 0.7317021276595745, "iteration": 3219, "loss_box_reg": 0.012596967804711312, "loss_cls": 0.03827443392947316, "loss_rpn_cls": 0.001173491400322746, "loss_rpn_loc": 0.00210690424501081, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5213351040147245, "total_loss": 0.05416323702979753}
{"data_time": 0.003798721358180046, "eta_seconds": 19079.407499392284, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15564516129032258, "fast_rcnn/fg_cls_accuracy": 0.8443548387096774, "iteration": 3239, "loss_box_reg": 0.013279200298711658, "loss_cls": 0.040962714178022, "loss_rpn_cls": 0.0011116851349015633, "loss_rpn_loc": 0.0018710842523432802, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5123499245382845, "total_loss": 0.05689035346313176}
{"data_time": 0.0036545051261782646, "eta_seconds": 19062.8057975946, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2595238095238095, "fast_rcnn/fg_cls_accuracy": 0.7404761904761905, "iteration": 3259, "loss_box_reg": 0.013336480362340808, "loss_cls": 0.04183323393226601, "loss_rpn_cls": 0.001164258002262386, "loss_rpn_loc": 0.0022574728463951033, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5130682929884642, "total_loss": 0.0594605425590089}
{"data_time": 0.003326430916786194, "eta_seconds": 19055.441341988044, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2264227642276423, "fast_rcnn/fg_cls_accuracy": 0.7637681159420291, "iteration": 3279, "loss_box_reg": 0.012781869329046458, "loss_cls": 0.04203114099800587, "loss_rpn_cls": 0.0009672892317666992, "loss_rpn_loc": 0.0022643973825324792, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243697860278189, "total_loss": 0.05885631991009177}
{"data_time": 0.003552064998075366, "eta_seconds": 19045.062843939522, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 3299, "loss_box_reg": 0.012764381826855242, "loss_cls": 0.03874014556640759, "loss_rpn_cls": 0.001297993010666687, "loss_rpn_loc": 0.0021734800429840107, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5196738371159881, "total_loss": 0.05817523208725106}
{"data_time": 0.003784793894737959, "eta_seconds": 19038.691325146006, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20810810810810812, "fast_rcnn/fg_cls_accuracy": 0.7918918918918919, "iteration": 3319, "loss_box_reg": 0.01241121525526978, "loss_cls": 0.03757148626027629, "loss_rpn_cls": 0.0009222923141578576, "loss_rpn_loc": 0.001957410548129701, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5242779015097767, "total_loss": 0.05435771430904879}
{"data_time": 0.003561038989573717, "eta_seconds": 19024.30584784248, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.444015444015444, "fast_rcnn/fg_cls_accuracy": 0.555984555984556, "iteration": 3339, "loss_box_reg": 0.013043522194493562, "loss_cls": 0.041482801374513656, "loss_rpn_cls": 0.001019392934949792, "loss_rpn_loc": 0.0021249881974654272, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5211170550901443, "total_loss": 0.058580961765301254}
{"data_time": 0.003632970619946718, "eta_seconds": 19021.454168055207, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26199400299850073, "fast_rcnn/fg_cls_accuracy": 0.7380059970014992, "iteration": 3359, "loss_box_reg": 0.013312174822203815, "loss_cls": 0.04356012283824384, "loss_rpn_cls": 0.001825935359192954, "loss_rpn_loc": 0.002320619172678562, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5235284809023142, "total_loss": 0.06211512081847559}
{"data_time": 0.0036997718270868063, "eta_seconds": 19011.071561593562, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23255813953488372, "fast_rcnn/fg_cls_accuracy": 0.7652998776009792, "iteration": 3379, "loss_box_reg": 0.013341027603019029, "loss_cls": 0.04079709597863257, "loss_rpn_cls": 0.0006865654570447077, "loss_rpn_loc": 0.0019871669792337343, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5277000246569514, "total_loss": 0.058736154189091394}
{"data_time": 0.003719318425282836, "eta_seconds": 18993.170353696914, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23224489795918368, "fast_rcnn/fg_cls_accuracy": 0.7587878787878788, "iteration": 3399, "loss_box_reg": 0.013343775703106076, "loss_cls": 0.038583723129704595, "loss_rpn_cls": 0.0011678478142584936, "loss_rpn_loc": 0.002494448923243908, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.508113238029182, "total_loss": 0.05692547695889516}
{"data_time": 0.0035500535741448402, "eta_seconds": 18984.759511092445, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2362155388471178, "fast_rcnn/fg_cls_accuracy": 0.7506265664160401, "iteration": 3419, "loss_box_reg": 0.012100798252504319, "loss_cls": 0.041564626881154254, "loss_rpn_cls": 0.0015344922281883555, "loss_rpn_loc": 0.00271623197113513, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5272947500925511, "total_loss": 0.058232200359839226}
{"data_time": 0.0035800558980554342, "eta_seconds": 18979.92374220863, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8132267441860466, "iteration": 3439, "loss_box_reg": 0.012688339920714498, "loss_cls": 0.03982748108683154, "loss_rpn_cls": 0.001090683345182697, "loss_rpn_loc": 0.0024875084091036115, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5217169127427042, "total_loss": 0.05639546010900176}
{"data_time": 0.0037443425972014666, "eta_seconds": 18970.740634046262, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.24941245593419506, "fast_rcnn/fg_cls_accuracy": 0.750587544065805, "iteration": 3459, "loss_box_reg": 0.012514668400399387, "loss_cls": 0.039052674372214824, "loss_rpn_cls": 0.0008823837381868316, "loss_rpn_loc": 0.0020535375879262574, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5144912721589208, "total_loss": 0.05391907300509047}
{"data_time": 0.003448016010224819, "eta_seconds": 18960.35737106274, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23224489795918368, "fast_rcnn/fg_cls_accuracy": 0.7583783783783784, "iteration": 3479, "loss_box_reg": 0.012440132879419252, "loss_cls": 0.04195269849151373, "loss_rpn_cls": 0.0011344425421384585, "loss_rpn_loc": 0.001750867375449161, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5171003055293113, "total_loss": 0.05818863010426867}
{"data_time": 0.0035328927915543318, "eta_seconds": 18949.974108079216, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28846153846153844, "fast_rcnn/fg_cls_accuracy": 0.7115384615384615, "iteration": 3499, "loss_box_reg": 0.012114394339732826, "loss_cls": 0.0395811682974454, "loss_rpn_cls": 0.001175257816157682, "loss_rpn_loc": 0.0021231096870906185, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5077749618794769, "total_loss": 0.055530417060708714}
{"data_time": 0.0034523862414062023, "eta_seconds": 18940.49423874938, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15813492063492063, "fast_rcnn/fg_cls_accuracy": 0.8418650793650794, "iteration": 3519, "loss_box_reg": 0.012579678354086354, "loss_cls": 0.03653131265309639, "loss_rpn_cls": 0.0010546972783060937, "loss_rpn_loc": 0.001928276560647646, "lr": 0.005, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5175885905046016, "total_loss": 0.053764553014389094}
{"data_time": 0.0037621071096509695, "eta_seconds": 18936.286290854216, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 3539, "loss_box_reg": 0.012811821361538023, "loss_cls": 0.04130538197932765, "loss_rpn_cls": 0.0009759048315345353, "loss_rpn_loc": 0.0018983995541930199, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.524838951183483, "total_loss": 0.06018612855143601}
{"data_time": 0.003906675148755312, "eta_seconds": 18932.980639707064, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.20094086021505375, "fast_rcnn/fg_cls_accuracy": 0.7990591397849462, "iteration": 3559, "loss_box_reg": 0.012454915267881006, "loss_cls": 0.04184981994330883, "loss_rpn_cls": 0.0015973993168927336, "loss_rpn_loc": 0.0020473483891692013, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514081840403378, "total_loss": 0.05939887873239513}
{"data_time": 0.0037345150485634804, "eta_seconds": 18915.511999100447, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 3579, "loss_box_reg": 0.012343423441052437, "loss_cls": 0.04040497320238501, "loss_rpn_cls": 0.0014815919588500037, "loss_rpn_loc": 0.002173485147068277, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5112835057079792, "total_loss": 0.057195019358005084}
{"data_time": 0.0035391924902796745, "eta_seconds": 18900.651157446904, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23776009791921665, "fast_rcnn/fg_cls_accuracy": 0.7188995215311005, "iteration": 3599, "loss_box_reg": 0.012505725142545998, "loss_cls": 0.039752988959662616, "loss_rpn_cls": 0.0013035379006396397, "loss_rpn_loc": 0.0021093356554047205, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5187347400933504, "total_loss": 0.056992568346913686}
{"data_time": 0.0035545406863093376, "eta_seconds": 18894.737707346678, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21012544802867383, "fast_rcnn/fg_cls_accuracy": 0.7898745519713262, "iteration": 3619, "loss_box_reg": 0.012095463811419904, "loss_cls": 0.04275498876813799, "loss_rpn_cls": 0.0011885048082831418, "loss_rpn_loc": 0.0020646185330406297, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188781528268009, "total_loss": 0.05961310564566702}
{"data_time": 0.0036506664473563433, "eta_seconds": 18878.853185102576, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2527821939586645, "fast_rcnn/fg_cls_accuracy": 0.7325119236883944, "iteration": 3639, "loss_box_reg": 0.012081255001248792, "loss_cls": 0.041229243885027245, "loss_rpn_cls": 0.0011363584262653603, "loss_rpn_loc": 0.0021266842159093358, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5157139350194484, "total_loss": 0.05632744534818812}
{"data_time": 0.003544591600075364, "eta_seconds": 18867.793250635732, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2048823016564952, "fast_rcnn/fg_cls_accuracy": 0.7918918918918919, "iteration": 3659, "loss_box_reg": 0.013327513879630715, "loss_cls": 0.042850631289184093, "loss_rpn_cls": 0.0011834902066709674, "loss_rpn_loc": 0.002141348464647308, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5133861382491887, "total_loss": 0.06038757880821777}
{"data_time": 0.0034784413874149323, "eta_seconds": 18857.65695025935, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23472596585804134, "fast_rcnn/fg_cls_accuracy": 0.7284226190476191, "iteration": 3679, "loss_box_reg": 0.012264005636097863, "loss_cls": 0.04201074247248471, "loss_rpn_cls": 0.001059405273053926, "loss_rpn_loc": 0.0021856744424439967, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5186930075287819, "total_loss": 0.05945654966467373}
{"data_time": 0.003956394037231803, "eta_seconds": 18847.273063829867, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2518518518518518, "fast_rcnn/fg_cls_accuracy": 0.7481481481481481, "iteration": 3699, "loss_box_reg": 0.012359851622022688, "loss_cls": 0.037787014472996816, "loss_rpn_cls": 0.000958566149932949, "loss_rpn_loc": 0.002106742362229852, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224333005025983, "total_loss": 0.05300743709250355}
{"data_time": 0.00348352431319654, "eta_seconds": 18850.19370302302, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14018218623481782, "fast_rcnn/fg_cls_accuracy": 0.8598178137651822, "iteration": 3719, "loss_box_reg": 0.01144709941581823, "loss_cls": 0.04084582670475356, "loss_rpn_cls": 0.001087770470576288, "loss_rpn_loc": 0.0019495324031595374, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5231066676788032, "total_loss": 0.05818890993822379}
{"data_time": 0.0033045776654034853, "eta_seconds": 18849.2844642119, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20809943865276664, "fast_rcnn/fg_cls_accuracy": 0.7919005613472334, "iteration": 3739, "loss_box_reg": 0.012599292997037992, "loss_cls": 0.04286968367523514, "loss_rpn_cls": 0.0010728600003631072, "loss_rpn_loc": 0.002392537335254019, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5290867865551263, "total_loss": 0.06048897100663453}
{"data_time": 0.003912216983735561, "eta_seconds": 18838.888013775228, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 3759, "loss_box_reg": 0.012795022572390735, "loss_cls": 0.038992074405541644, "loss_rpn_cls": 0.0010391288930122755, "loss_rpn_loc": 0.0017753743995854165, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232365422416478, "total_loss": 0.053965517418646414}
{"data_time": 0.003507655579596758, "eta_seconds": 18835.756927196402, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13194444444444445, "fast_rcnn/fg_cls_accuracy": 0.847406914893617, "iteration": 3779, "loss_box_reg": 0.011842202191473916, "loss_cls": 0.04240036633564159, "loss_rpn_cls": 0.0010505027030376368, "loss_rpn_loc": 0.002103434931996162, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5207126424647868, "total_loss": 0.05804867465400321}
{"data_time": 0.0035753825213760138, "eta_seconds": 18822.286327179987, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19523809523809524, "fast_rcnn/fg_cls_accuracy": 0.8047619047619048, "iteration": 3799, "loss_box_reg": 0.012573347194120288, "loss_cls": 0.040640003338921815, "loss_rpn_cls": 0.001039776739617082, "loss_rpn_loc": 0.002306511771166697, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5169286464806646, "total_loss": 0.056040012142830165}
{"data_time": 0.003329184139147401, "eta_seconds": 18809.98369323602, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13882978723404255, "fast_rcnn/fg_cls_accuracy": 0.8611702127659575, "iteration": 3819, "loss_box_reg": 0.01213019952410832, "loss_cls": 0.039803121966542676, "loss_rpn_cls": 0.0011872646400661324, "loss_rpn_loc": 0.001713889607344754, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5176156803499907, "total_loss": 0.0551064311443028}
{"data_time": 0.0036624318454414606, "eta_seconds": 18797.242585916305, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22556390977443608, "fast_rcnn/fg_cls_accuracy": 0.7603668261562999, "iteration": 3839, "loss_box_reg": 0.012200832512462512, "loss_cls": 0.0383143910439685, "loss_rpn_cls": 0.0010066828665742378, "loss_rpn_loc": 0.00220201823321986, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5212230104953051, "total_loss": 0.055496913269308834}
{"data_time": 0.0038020603824406862, "eta_seconds": 18786.846168457763, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.25460428073668495, "fast_rcnn/fg_cls_accuracy": 0.7453957192633152, "iteration": 3859, "loss_box_reg": 0.012072015320882201, "loss_cls": 0.04115887684747577, "loss_rpn_cls": 0.0007489411285632741, "loss_rpn_loc": 0.001888061224235571, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5166170420125127, "total_loss": 0.0578374654860454}
{"data_time": 0.0035308946389704943, "eta_seconds": 18782.127401500475, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23480243161094222, "fast_rcnn/fg_cls_accuracy": 0.7651975683890577, "iteration": 3879, "loss_box_reg": 0.011035636125598103, "loss_cls": 0.03954126438475214, "loss_rpn_cls": 0.0009822763813929214, "loss_rpn_loc": 0.0023307474439207, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5231911088339984, "total_loss": 0.05447277023790775}
{"data_time": 0.0035725384950637817, "eta_seconds": 18770.292497376446, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20050215208034433, "fast_rcnn/fg_cls_accuracy": 0.7804878048780488, "iteration": 3899, "loss_box_reg": 0.012030191748635843, "loss_cls": 0.039845214429078624, "loss_rpn_cls": 0.001239106301738957, "loss_rpn_loc": 0.00225423258052615, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5138937318697572, "total_loss": 0.056162194859894043}
{"data_time": 0.0036094170063734055, "eta_seconds": 18746.281497168588, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14037375054324208, "fast_rcnn/fg_cls_accuracy": 0.8596262494567579, "iteration": 3919, "loss_box_reg": 0.01255060633411631, "loss_cls": 0.03907792459358461, "loss_rpn_cls": 0.0005671524909303116, "loss_rpn_loc": 0.0016842145596456248, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5157478861510754, "total_loss": 0.05597600056614738}
{"data_time": 0.003780286991968751, "eta_seconds": 18725.03693282255, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19960179193628672, "fast_rcnn/fg_cls_accuracy": 0.8003982080637133, "iteration": 3939, "loss_box_reg": 0.011387524078600109, "loss_cls": 0.03653225669404492, "loss_rpn_cls": 0.0009464078641485685, "loss_rpn_loc": 0.0018958352266054135, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5172814894467592, "total_loss": 0.05072089365035026}
{"data_time": 0.003859588410705328, "eta_seconds": 18711.626865969738, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28078817733990147, "fast_rcnn/fg_cls_accuracy": 0.7192118226600985, "iteration": 3959, "loss_box_reg": 0.011076473136199638, "loss_cls": 0.038286501658149064, "loss_rpn_cls": 0.0009923892725964834, "loss_rpn_loc": 0.0016140186562552117, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196384976152331, "total_loss": 0.05304654406091913}
{"data_time": 0.0034221357200294733, "eta_seconds": 18696.91244561691, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.7171428571428571, "iteration": 3979, "loss_box_reg": 0.012302855320740491, "loss_cls": 0.03860074345720932, "loss_rpn_cls": 0.0012725974760314784, "loss_rpn_loc": 0.0021113142338435864, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5173885596450418, "total_loss": 0.055451945556228566}
{"data_time": 0.0036879265680909157, "eta_seconds": 18686.531327688135, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17792792792792794, "fast_rcnn/fg_cls_accuracy": 0.8220720720720721, "iteration": 3999, "loss_box_reg": 0.011669606319628656, "loss_cls": 0.03980059380410239, "loss_rpn_cls": 0.0006439188986178124, "loss_rpn_loc": 0.002193633392380434, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5171828549355268, "total_loss": 0.05609526877240967}
{"data_time": 0.0035449580755084753, "eta_seconds": 18676.150209759362, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18928571428571428, "fast_rcnn/fg_cls_accuracy": 0.8107142857142857, "iteration": 4019, "loss_box_reg": 0.011908470478374511, "loss_cls": 0.03911879938095808, "loss_rpn_cls": 0.0009660591952069808, "loss_rpn_loc": 0.0019436342590779532, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5237279674038291, "total_loss": 0.053977555120638954}
{"data_time": 0.0034765189047902822, "eta_seconds": 18670.746994528687, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1442528735632184, "fast_rcnn/fg_cls_accuracy": 0.8557471264367816, "iteration": 4039, "loss_box_reg": 0.01229264063294977, "loss_cls": 0.042704567284090444, "loss_rpn_cls": 0.0008580222088312439, "loss_rpn_loc": 0.0018043970503640594, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351975290104747, "total_loss": 0.058291439500635533}
{"data_time": 0.003907334059476852, "eta_seconds": 18665.805294754682, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13698206555349413, "fast_rcnn/fg_cls_accuracy": 0.8630179344465059, "iteration": 4059, "loss_box_reg": 0.011286980588920414, "loss_cls": 0.04352925345301628, "loss_rpn_cls": 0.001434986051776832, "loss_rpn_loc": 0.0021280379514792003, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5246408090461046, "total_loss": 0.05960965274107366}
{"data_time": 0.0039128647185862064, "eta_seconds": 18663.073709304444, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24025974025974026, "fast_rcnn/fg_cls_accuracy": 0.7359307359307359, "iteration": 4079, "loss_box_reg": 0.011995553271844983, "loss_cls": 0.037190252682194114, "loss_rpn_cls": 0.0010606981638829893, "loss_rpn_loc": 0.00224652255201363, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5262233484536409, "total_loss": 0.051573866348462616}
{"data_time": 0.003672954859212041, "eta_seconds": 18661.68515051622, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8397435897435898, "iteration": 4099, "loss_box_reg": 0.011407005513319746, "loss_cls": 0.03796767839230597, "loss_rpn_cls": 0.0011651860872916586, "loss_rpn_loc": 0.0021766515928902663, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523285920964554, "total_loss": 0.054456852896464625}
{"data_time": 0.003521909471601248, "eta_seconds": 18637.209656121908, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22756410256410256, "fast_rcnn/fg_cls_accuracy": 0.7724358974358974, "iteration": 4119, "loss_box_reg": 0.01241933714482002, "loss_cls": 0.04013419008697383, "loss_rpn_cls": 0.0012392139851726824, "loss_rpn_loc": 0.0019499517366057262, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5181685669813305, "total_loss": 0.05634695416983959}
{"data_time": 0.003424130380153656, "eta_seconds": 18624.257635435788, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26679841897233203, "fast_rcnn/fg_cls_accuracy": 0.733201581027668, "iteration": 4139, "loss_box_reg": 0.011709017591783777, "loss_cls": 0.041523234685882926, "loss_rpn_cls": 0.0011252558064143159, "loss_rpn_loc": 0.002213076106272638, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5142815979197621, "total_loss": 0.05676862091382873}
{"data_time": 0.003615256631746888, "eta_seconds": 18614.74186798744, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11834733893557423, "fast_rcnn/fg_cls_accuracy": 0.8522408963585434, "iteration": 4159, "loss_box_reg": 0.011694201966747642, "loss_cls": 0.037110618461156264, "loss_rpn_cls": 0.0009582571926785022, "loss_rpn_loc": 0.0017766844230209244, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5160257073584944, "total_loss": 0.054746262738262885}
{"data_time": 0.003364636329934001, "eta_seconds": 18600.60492639779, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1659090909090909, "fast_rcnn/fg_cls_accuracy": 0.8012477718360071, "iteration": 4179, "loss_box_reg": 0.011267533292993903, "loss_cls": 0.03435537277255207, "loss_rpn_cls": 0.0011642895915429108, "loss_rpn_loc": 0.0018939317415060941, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5127311763353646, "total_loss": 0.0498167688203921}
{"data_time": 0.003375142114236951, "eta_seconds": 18595.65627766284, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19399641577060933, "fast_rcnn/fg_cls_accuracy": 0.8052168021680217, "iteration": 4199, "loss_box_reg": 0.0119349964952562, "loss_cls": 0.03830026360810734, "loss_rpn_cls": 0.001009573989904311, "loss_rpn_loc": 0.0019060128452110803, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.521068632369861, "total_loss": 0.05280652581075174}
{"data_time": 0.0034356717951595783, "eta_seconds": 18583.579665144905, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 4219, "loss_box_reg": 0.01201681385282427, "loss_cls": 0.039393248327542096, "loss_rpn_cls": 0.000800686739125922, "loss_rpn_loc": 0.0017217105778399855, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.517277073347941, "total_loss": 0.052569645855783165}
{"data_time": 0.0037696766667068005, "eta_seconds": 18574.405449748505, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25586470267321326, "fast_rcnn/fg_cls_accuracy": 0.7441352973267867, "iteration": 4239, "loss_box_reg": 0.01216213870793581, "loss_cls": 0.03908935107756406, "loss_rpn_cls": 0.0008075801020481777, "loss_rpn_loc": 0.0022061036361264996, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5149474060162902, "total_loss": 0.055439627240957634}
{"data_time": 0.0035006541293114424, "eta_seconds": 18562.804863249883, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18181818181818182, "fast_rcnn/fg_cls_accuracy": 0.8181818181818182, "iteration": 4259, "loss_box_reg": 0.011168197612278163, "loss_cls": 0.038030824391171336, "loss_rpn_cls": 0.001009475464343268, "loss_rpn_loc": 0.0016465282897115685, "lr": 0.005, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108309336937964, "total_loss": 0.05270611768582967}
{"data_time": 0.0034071579575538635, "eta_seconds": 18553.629290860612, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7795138888888888, "iteration": 4279, "loss_box_reg": 0.010370742878876626, "loss_cls": 0.039812964270822704, "loss_rpn_cls": 0.001156054087857683, "loss_rpn_loc": 0.001522731465229299, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5241374869365245, "total_loss": 0.05314894597449893}
{"data_time": 0.003422874491661787, "eta_seconds": 18538.29308163724, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20601237842617154, "fast_rcnn/fg_cls_accuracy": 0.7919005613472334, "iteration": 4299, "loss_box_reg": 0.011453798069851473, "loss_cls": 0.038676741532981396, "loss_rpn_cls": 0.0011635629217607857, "loss_rpn_loc": 0.00213568357139593, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5114850734826177, "total_loss": 0.054701277926710645}
{"data_time": 0.003355258610099554, "eta_seconds": 18512.81933160033, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8738095238095238, "iteration": 4319, "loss_box_reg": 0.011461975052952766, "loss_cls": 0.036055494914762676, "loss_rpn_cls": 0.0007570740422693234, "loss_rpn_loc": 0.00158470372116426, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5158683189656585, "total_loss": 0.050211806166259976}
{"data_time": 0.0034254114143550396, "eta_seconds": 18498.233031700132, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23606889564336372, "fast_rcnn/fg_cls_accuracy": 0.7639311043566362, "iteration": 4339, "loss_box_reg": 0.011437082051998004, "loss_cls": 0.04019644035724923, "loss_rpn_cls": 0.0010395177503141895, "loss_rpn_loc": 0.0020661378221120685, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5114145239349455, "total_loss": 0.05447359915555694}
{"data_time": 0.003432835452258587, "eta_seconds": 18469.9401277015, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09858156028368795, "fast_rcnn/fg_cls_accuracy": 0.8878787878787879, "iteration": 4359, "loss_box_reg": 0.01190693152602762, "loss_cls": 0.038612006610492244, "loss_rpn_cls": 0.0008096725823634188, "loss_rpn_loc": 0.0018126350369129796, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5121396626345813, "total_loss": 0.05437440102866731}
{"data_time": 0.003367527388036251, "eta_seconds": 18477.48405322875, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1634908536585366, "fast_rcnn/fg_cls_accuracy": 0.8365091463414633, "iteration": 4379, "loss_box_reg": 0.01194117232807912, "loss_cls": 0.04024043105891906, "loss_rpn_cls": 0.0011175642405305553, "loss_rpn_loc": 0.00221622205026506, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5314200036227703, "total_loss": 0.05609245502091653}
{"data_time": 0.0036563219036906958, "eta_seconds": 18477.47788090515, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12904717853839037, "fast_rcnn/fg_cls_accuracy": 0.8612531969309463, "iteration": 4399, "loss_box_reg": 0.011732235550880432, "loss_cls": 0.03680946209351532, "loss_rpn_cls": 0.0009747089275151666, "loss_rpn_loc": 0.002288579195010243, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5135280245449394, "total_loss": 0.05283487679935206}
{"data_time": 0.0035585486330091953, "eta_seconds": 18450.4275882442, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1794871794871795, "fast_rcnn/fg_cls_accuracy": 0.8205128205128205, "iteration": 4419, "loss_box_reg": 0.010717774392105639, "loss_cls": 0.03778405790217221, "loss_rpn_cls": 0.0010399437164778647, "loss_rpn_loc": 0.002317996106285136, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109312634449452, "total_loss": 0.05301468243999352}
{"data_time": 0.0033194557763636112, "eta_seconds": 18431.83828158118, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7787878787878788, "iteration": 4439, "loss_box_reg": 0.012126825546147302, "loss_cls": 0.04043851621099748, "loss_rpn_cls": 0.0006059636522195433, "loss_rpn_loc": 0.0020886043093923945, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5200834956485778, "total_loss": 0.05818626357853418}
{"data_time": 0.0034808400087058544, "eta_seconds": 18440.72343734675, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25558943089430897, "fast_rcnn/fg_cls_accuracy": 0.744410569105691, "iteration": 4459, "loss_box_reg": 0.011941150267375633, "loss_cls": 0.039766314381267875, "loss_rpn_cls": 0.0010423617972037391, "loss_rpn_loc": 0.001831920955737587, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5237243096344173, "total_loss": 0.056378558311394045}
{"data_time": 0.0036940814461559057, "eta_seconds": 18447.680083330488, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16718266253869968, "fast_rcnn/fg_cls_accuracy": 0.8328173374613003, "iteration": 4479, "loss_box_reg": 0.011275675380602479, "loss_cls": 0.04093691264279187, "loss_rpn_cls": 0.0007797007893941554, "loss_rpn_loc": 0.0019785535259870812, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.526241764659062, "total_loss": 0.056065310871986185}
{"data_time": 0.003618128364905715, "eta_seconds": 18438.15605187975, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20039018952062432, "fast_rcnn/fg_cls_accuracy": 0.7996098104793756, "iteration": 4499, "loss_box_reg": 0.01131664594868198, "loss_cls": 0.0399698773981072, "loss_rpn_cls": 0.0012304415274684288, "loss_rpn_loc": 0.0017539424588903785, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5081486979033798, "total_loss": 0.057384037939868904}
{"data_time": 0.003477582475170493, "eta_seconds": 18428.972337533254, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24814063556457067, "fast_rcnn/fg_cls_accuracy": 0.7518593644354293, "iteration": 4519, "loss_box_reg": 0.01105131336953491, "loss_cls": 0.03747626070980914, "loss_rpn_cls": 0.001163190272563952, "loss_rpn_loc": 0.0017070140129362699, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.521332019707188, "total_loss": 0.05096760167600678}
{"data_time": 0.0033445388544350863, "eta_seconds": 18418.584258089308, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1850609756097561, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 4539, "loss_box_reg": 0.010592934733722359, "loss_cls": 0.04161169152939692, "loss_rpn_cls": 0.0011090179277744028, "loss_rpn_loc": 0.002275821072544204, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5239107990637422, "total_loss": 0.055525872748035}
{"data_time": 0.0036182908806949854, "eta_seconds": 18417.58776858612, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2496124031007752, "fast_rcnn/fg_cls_accuracy": 0.7503875968992249, "iteration": 4559, "loss_box_reg": 0.01093555666739121, "loss_cls": 0.03799233020981774, "loss_rpn_cls": 0.0009230577926189198, "loss_rpn_loc": 0.001674944889600738, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5257886326871812, "total_loss": 0.05216836486727061}
{"data_time": 0.003400602377951145, "eta_seconds": 18408.92001129384, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1628992628992629, "fast_rcnn/fg_cls_accuracy": 0.8371007371007371, "iteration": 4579, "loss_box_reg": 0.011858768441015854, "loss_cls": 0.03798552858643234, "loss_rpn_cls": 0.0008617160546720015, "loss_rpn_loc": 0.0022209275703062303, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203742911107838, "total_loss": 0.05380559868538626}
{"data_time": 0.0036794187035411596, "eta_seconds": 18400.976332177175, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24249084249084246, "fast_rcnn/fg_cls_accuracy": 0.7575091575091575, "iteration": 4599, "loss_box_reg": 0.011353815556503832, "loss_cls": 0.036425048077944666, "loss_rpn_cls": 0.0010407125976996667, "loss_rpn_loc": 0.0017982578647206537, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5216206724289805, "total_loss": 0.053487218880604814}
{"data_time": 0.003735755104571581, "eta_seconds": 18392.621454832843, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.26061120543293714, "fast_rcnn/fg_cls_accuracy": 0.7136054421768707, "iteration": 4619, "loss_box_reg": 0.01031472985050641, "loss_cls": 0.038954797957558185, "loss_rpn_cls": 0.000831476257644681, "loss_rpn_loc": 0.001902288238852634, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5246635689400136, "total_loss": 0.05130726004495045}
{"data_time": 0.0036302264779806137, "eta_seconds": 18386.637649426935, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2564784053156146, "fast_rcnn/fg_cls_accuracy": 0.7435215946843854, "iteration": 4639, "loss_box_reg": 0.011070762120652944, "loss_cls": 0.03628454630961642, "loss_rpn_cls": 0.0008425460245007343, "loss_rpn_loc": 0.001760629216732923, "lr": 0.005, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5259897208306938, "total_loss": 0.05155491079995045}
{"data_time": 0.003442421555519104, "eta_seconds": 18384.402563784504, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.13612368024132732, "fast_rcnn/fg_cls_accuracy": 0.8638763197586727, "iteration": 4659, "loss_box_reg": 0.010675700759747997, "loss_cls": 0.039515866548754275, "loss_rpn_cls": 0.0007869354548688534, "loss_rpn_loc": 0.0019467956262815278, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.528012131806463, "total_loss": 0.05282447911699251}
{"data_time": 0.003421142464503646, "eta_seconds": 18376.15558730997, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1997863247863248, "fast_rcnn/fg_cls_accuracy": 0.8002136752136753, "iteration": 4679, "loss_box_reg": 0.011062724835937843, "loss_cls": 0.03932218733825721, "loss_rpn_cls": 0.0012048394104340332, "loss_rpn_loc": 0.001880238160083536, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5234861529897898, "total_loss": 0.05307942916158481}
{"data_time": 0.0037519345059990883, "eta_seconds": 18364.606588465394, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19439475253428742, "fast_rcnn/fg_cls_accuracy": 0.8056052474657125, "iteration": 4699, "loss_box_reg": 0.01120118421385996, "loss_cls": 0.04086705466033891, "loss_rpn_cls": 0.0010514205093841156, "loss_rpn_loc": 0.002294704128871672, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5191569179296494, "total_loss": 0.05504665369522854}
{"data_time": 0.0038069668225944042, "eta_seconds": 18345.040098114638, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17712418300653596, "fast_rcnn/fg_cls_accuracy": 0.822875816993464, "iteration": 4719, "loss_box_reg": 0.010810837324243039, "loss_cls": 0.03932379715843126, "loss_rpn_cls": 0.0013645068582945896, "loss_rpn_loc": 0.002072509689241997, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5123702313285321, "total_loss": 0.053592148492043634}
{"data_time": 0.0033263980876654387, "eta_seconds": 18324.04735498759, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10102040816326531, "fast_rcnn/fg_cls_accuracy": 0.8989795918367347, "iteration": 4739, "loss_box_reg": 0.01176245091482997, "loss_cls": 0.037984802707796916, "loss_rpn_cls": 0.0006385336387211282, "loss_rpn_loc": 0.0016238036223512609, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5132128382101655, "total_loss": 0.05204137399960018}
{"data_time": 0.003376781940460205, "eta_seconds": 18309.264021363342, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14716312056737588, "fast_rcnn/fg_cls_accuracy": 0.8528368794326242, "iteration": 4759, "loss_box_reg": 0.011762646259739995, "loss_cls": 0.03957669500960037, "loss_rpn_cls": 0.0010858632733743434, "loss_rpn_loc": 0.00249563371471595, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5183097047265619, "total_loss": 0.0553933245614644}
{"data_time": 0.0033915459644049406, "eta_seconds": 18293.92730476195, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.228287841191067, "fast_rcnn/fg_cls_accuracy": 0.7717121588089331, "iteration": 4779, "loss_box_reg": 0.010622628062264994, "loss_cls": 0.03873803612077609, "loss_rpn_cls": 0.0008537807716493262, "loss_rpn_loc": 0.0020156955124548404, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5059411195106804, "total_loss": 0.053064988472101504}
{"data_time": 0.0034892249386757612, "eta_seconds": 18288.482245566556, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23554473524041386, "fast_rcnn/fg_cls_accuracy": 0.7644552647595861, "iteration": 4799, "loss_box_reg": 0.01134970149723813, "loss_cls": 0.03549176995875314, "loss_rpn_cls": 0.0009865899975807224, "loss_rpn_loc": 0.0024115498854371253, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208323164843023, "total_loss": 0.05171698952796078}
{"data_time": 0.00418008747510612, "eta_seconds": 18286.623212404316, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14459930313588848, "fast_rcnn/fg_cls_accuracy": 0.8478818998716302, "iteration": 4819, "loss_box_reg": 0.011061684461310506, "loss_cls": 0.03863088009529747, "loss_rpn_cls": 0.0014361336275214853, "loss_rpn_loc": 0.0018316203968424816, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.522141445428133, "total_loss": 0.05343285937988185}
{"data_time": 0.0034671910107135773, "eta_seconds": 18273.7934139946, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17373791621911922, "fast_rcnn/fg_cls_accuracy": 0.8058539205155746, "iteration": 4839, "loss_box_reg": 0.010901482513872907, "loss_cls": 0.035284769197460264, "loss_rpn_cls": 0.0007222748356525699, "loss_rpn_loc": 0.0016942697220656555, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5167530940379947, "total_loss": 0.04982986991205962}
{"data_time": 0.0037471081595867872, "eta_seconds": 18263.399060356198, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14799749687108887, "fast_rcnn/fg_cls_accuracy": 0.8520025031289111, "iteration": 4859, "loss_box_reg": 0.010838044516276568, "loss_cls": 0.039390747115248814, "loss_rpn_cls": 0.0009286687306939712, "loss_rpn_loc": 0.0016609228405286558, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5187039435841143, "total_loss": 0.05351963264331516}
{"data_time": 0.0038760402239859104, "eta_seconds": 18246.918693972984, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21889952153110048, "fast_rcnn/fg_cls_accuracy": 0.7811004784688995, "iteration": 4879, "loss_box_reg": 0.010476103809196502, "loss_cls": 0.037363290903158486, "loss_rpn_cls": 0.0011496458994315617, "loss_rpn_loc": 0.0018801896076183766, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5166824785992503, "total_loss": 0.050953941323541585}
{"data_time": 0.003377513261511922, "eta_seconds": 18240.900320677785, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21525096525096526, "fast_rcnn/fg_cls_accuracy": 0.7847490347490347, "iteration": 4899, "loss_box_reg": 0.011140016955323517, "loss_cls": 0.04007546734646894, "loss_rpn_cls": 0.0010907096909704705, "loss_rpn_loc": 0.002034332570474362, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.521836897591129, "total_loss": 0.05466144921774685}
{"data_time": 0.003388067474588752, "eta_seconds": 18236.315337393666, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09513805522208885, "fast_rcnn/fg_cls_accuracy": 0.9048619447779112, "iteration": 4919, "loss_box_reg": 0.0108055466262158, "loss_cls": 0.036939185607479885, "loss_rpn_cls": 0.0007247004204486984, "loss_rpn_loc": 0.0020345574066595873, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5256738881580532, "total_loss": 0.051611855551982444}
{"data_time": 0.0034683425910770893, "eta_seconds": 18224.248783437302, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12957157784743992, "fast_rcnn/fg_cls_accuracy": 0.87042842215256, "iteration": 4939, "loss_box_reg": 0.010623425769153982, "loss_cls": 0.04100452351849526, "loss_rpn_cls": 0.0011332180288619043, "loss_rpn_loc": 0.00206319470089511, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5062282260041684, "total_loss": 0.05537298796690493}
{"data_time": 0.0034869725350290537, "eta_seconds": 18215.521955976496, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.150997150997151, "fast_rcnn/fg_cls_accuracy": 0.849002849002849, "iteration": 4959, "loss_box_reg": 0.011301236518193036, "loss_cls": 0.03925863542826846, "loss_rpn_cls": 0.0008629009635114926, "loss_rpn_loc": 0.0017577685102878604, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522577884607017, "total_loss": 0.054483176934752464}
{"data_time": 0.003440516535192728, "eta_seconds": 18205.12526526791, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17622293504410586, "fast_rcnn/fg_cls_accuracy": 0.8237770649558942, "iteration": 4979, "loss_box_reg": 0.010451557929627597, "loss_cls": 0.038386882515624166, "loss_rpn_cls": 0.000590403656815397, "loss_rpn_loc": 0.0018670993158593774, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5173213887028396, "total_loss": 0.052058143730164375}
{"data_time": 0.0033160520251840353, "eta_seconds": 18197.36285381508, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12333965844402277, "fast_rcnn/fg_cls_accuracy": 0.8766603415559773, "iteration": 4999, "loss_box_reg": 0.010682115273084491, "loss_cls": 0.04068655500304885, "loss_rpn_cls": 0.001150098887819695, "loss_rpn_loc": 0.0016025108307076152, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5137289268895984, "total_loss": 0.055525731477587215}
{"data_time": 0.003449037205427885, "eta_seconds": 18184.33188385074, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2061157796451914, "fast_rcnn/fg_cls_accuracy": 0.7938842203548085, "iteration": 5019, "loss_box_reg": 0.010846111399587244, "loss_cls": 0.03728871833300218, "loss_rpn_cls": 0.0013479381419472247, "loss_rpn_loc": 0.002197272850025911, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5103980889543891, "total_loss": 0.0523568695296035}
{"data_time": 0.003592628985643387, "eta_seconds": 18162.731731250184, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1596728307254623, "fast_rcnn/fg_cls_accuracy": 0.8133001422475107, "iteration": 5039, "loss_box_reg": 0.01051504339557141, "loss_cls": 0.03866139781894162, "loss_rpn_cls": 0.0007493023264260046, "loss_rpn_loc": 0.0017033628464560024, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.518178005469963, "total_loss": 0.05241118871595063}
{"data_time": 0.003597230650484562, "eta_seconds": 18133.640029856935, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15130718954248368, "fast_rcnn/fg_cls_accuracy": 0.8347222222222221, "iteration": 5059, "loss_box_reg": 0.010426466498756781, "loss_cls": 0.037821097939740866, "loss_rpn_cls": 0.001229601514864953, "loss_rpn_loc": 0.001896884132293053, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5160082504153252, "total_loss": 0.053663678899965817}
{"data_time": 0.0034879473969340324, "eta_seconds": 18107.82544844458, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16041666666666665, "fast_rcnn/fg_cls_accuracy": 0.8335526315789473, "iteration": 5079, "loss_box_reg": 0.010668034985428676, "loss_cls": 0.03800142899854109, "loss_rpn_cls": 0.0008261457979870102, "loss_rpn_loc": 0.0014550217201758642, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165386844892055, "total_loss": 0.052686325353079155}
{"data_time": 0.0038906941190361977, "eta_seconds": 18097.45471138181, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24825174825174823, "fast_rcnn/fg_cls_accuracy": 0.7517482517482517, "iteration": 5099, "loss_box_reg": 0.01052353999693878, "loss_cls": 0.03711802954785526, "loss_rpn_cls": 0.0007759283179211707, "loss_rpn_loc": 0.002121422534401063, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5318962794262916, "total_loss": 0.05361088829647542}
{"data_time": 0.0037857433781027794, "eta_seconds": 18087.083974319045, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21215880893300249, "fast_rcnn/fg_cls_accuracy": 0.7878411910669976, "iteration": 5119, "loss_box_reg": 0.010356849583331496, "loss_cls": 0.03818358905846253, "loss_rpn_cls": 0.0011262603115937964, "loss_rpn_loc": 0.0019663001294247806, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5216358925681561, "total_loss": 0.05260019983325037}
{"data_time": 0.0037068058736622334, "eta_seconds": 18076.713237256277, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2144396551724138, "fast_rcnn/fg_cls_accuracy": 0.7729166666666667, "iteration": 5139, "loss_box_reg": 0.010612213489366695, "loss_cls": 0.03903664130484685, "loss_rpn_cls": 0.0010232590520899976, "loss_rpn_loc": 0.0016169411610462703, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163803913164884, "total_loss": 0.053231620827205006}
{"data_time": 0.0037999185733497143, "eta_seconds": 18064.836513879243, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.19615384615384618, "fast_rcnn/fg_cls_accuracy": 0.8038461538461539, "iteration": 5159, "loss_box_reg": 0.010702206374844536, "loss_cls": 0.038139977550599724, "loss_rpn_cls": 0.0011127138050710528, "loss_rpn_loc": 0.002255287967273034, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518357646651566, "total_loss": 0.05349309030009408}
{"data_time": 0.003550740424543619, "eta_seconds": 18071.36256774701, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21581670362158167, "fast_rcnn/fg_cls_accuracy": 0.7841832963784183, "iteration": 5179, "loss_box_reg": 0.009993812971515581, "loss_cls": 0.03769759176066145, "loss_rpn_cls": 0.0007036369484580973, "loss_rpn_loc": 0.0024115845226333477, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250556014943868, "total_loss": 0.05261342023970883}
{"data_time": 0.0035921630915254354, "eta_seconds": 18060.98299072869, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11564171122994651, "fast_rcnn/fg_cls_accuracy": 0.8816526610644257, "iteration": 5199, "loss_box_reg": 0.010659516090527177, "loss_cls": 0.03793594302260317, "loss_rpn_cls": 0.0012497870620791218, "loss_rpn_loc": 0.0019411651046539191, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.519163703545928, "total_loss": 0.05209054491615461}
{"data_time": 0.003438332350924611, "eta_seconds": 18050.60341371037, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07757757757757758, "fast_rcnn/fg_cls_accuracy": 0.9224224224224224, "iteration": 5219, "loss_box_reg": 0.010614262602757663, "loss_cls": 0.03709358369815163, "loss_rpn_cls": 0.0012268530987284976, "loss_rpn_loc": 0.0017647988097451162, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5180345578119159, "total_loss": 0.052419619054660416}
{"data_time": 0.003468847833573818, "eta_seconds": 18044.968421538128, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27563424947145876, "fast_rcnn/fg_cls_accuracy": 0.7045454545454546, "iteration": 5239, "loss_box_reg": 0.01135159411933273, "loss_cls": 0.03726964720408432, "loss_rpn_cls": 0.0010985327631374275, "loss_rpn_loc": 0.0020555913670250447, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5234031449072063, "total_loss": 0.052595496230821936}
{"data_time": 0.0036486785393208265, "eta_seconds": 18036.266224889085, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2699696663296259, "fast_rcnn/fg_cls_accuracy": 0.7300303336703741, "iteration": 5259, "loss_box_reg": 0.010512691049370915, "loss_cls": 0.039298947202041745, "loss_rpn_cls": 0.0005620069034648623, "loss_rpn_loc": 0.0017166946490760893, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5119529720395803, "total_loss": 0.053725303754447395}
{"data_time": 0.0037685248535126448, "eta_seconds": 18025.882950818166, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14142857142857143, "fast_rcnn/fg_cls_accuracy": 0.8471760797342193, "iteration": 5279, "loss_box_reg": 0.010108245012816042, "loss_cls": 0.03839581261854619, "loss_rpn_cls": 0.0008712673281934258, "loss_rpn_loc": 0.0017810547815315658, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.527826759731397, "total_loss": 0.05318920269334626}
{"data_time": 0.003497999394312501, "eta_seconds": 18038.77821393055, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18524871355060035, "fast_rcnn/fg_cls_accuracy": 0.8147512864493998, "iteration": 5299, "loss_box_reg": 0.011121053306851536, "loss_cls": 0.04123924934538081, "loss_rpn_cls": 0.0010532383905683673, "loss_rpn_loc": 0.0016641785823594546, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224483909551054, "total_loss": 0.055664226829833297}
{"data_time": 0.0034310792107135057, "eta_seconds": 18033.731853106292, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16987179487179488, "fast_rcnn/fg_cls_accuracy": 0.8301282051282051, "iteration": 5319, "loss_box_reg": 0.010281076916726306, "loss_cls": 0.035910593025619164, "loss_rpn_cls": 0.0011269109619433948, "loss_rpn_loc": 0.0017303817221545614, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5233145514503121, "total_loss": 0.04848484587444091}
{"data_time": 0.003865564940497279, "eta_seconds": 18027.275980009697, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.25015812776723595, "fast_rcnn/fg_cls_accuracy": 0.749841872232764, "iteration": 5339, "loss_box_reg": 0.010529780352953821, "loss_cls": 0.037870362284593284, "loss_rpn_cls": 0.0006157873499432753, "loss_rpn_loc": 0.0016008510647225194, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5173871235456318, "total_loss": 0.05081703282689887}
{"data_time": 0.003583736950531602, "eta_seconds": 18016.873928147368, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09175084175084175, "fast_rcnn/fg_cls_accuracy": 0.9082491582491583, "iteration": 5359, "loss_box_reg": 0.010517792630707845, "loss_cls": 0.038215430337004364, "loss_rpn_cls": 0.0007524072798332782, "loss_rpn_loc": 0.001948769247974269, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.517697841860354, "total_loss": 0.051562009506824324}
{"data_time": 0.0037175919860601425, "eta_seconds": 17998.32392512355, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24814814814814815, "fast_rcnn/fg_cls_accuracy": 0.7518518518518519, "iteration": 5379, "loss_box_reg": 0.01067781911115162, "loss_cls": 0.03604531069868244, "loss_rpn_cls": 0.000736205925250033, "loss_rpn_loc": 0.0015306240456993692, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5102011885028332, "total_loss": 0.05078481021746484}
{"data_time": 0.0035840854980051517, "eta_seconds": 17996.06982442271, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15610073816760744, "fast_rcnn/fg_cls_accuracy": 0.8438992618323926, "iteration": 5399, "loss_box_reg": 0.010463359532877803, "loss_cls": 0.04247278664843179, "loss_rpn_cls": 0.0005143784176198096, "loss_rpn_loc": 0.0019908958311134484, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5221514962613583, "total_loss": 0.056028050098689164}
{"data_time": 0.003577804658561945, "eta_seconds": 17985.66777256038, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17914438502673796, "fast_rcnn/fg_cls_accuracy": 0.8049242424242424, "iteration": 5419, "loss_box_reg": 0.010401445848401636, "loss_cls": 0.03900190637796186, "loss_rpn_cls": 0.0007389376714854734, "loss_rpn_loc": 0.001988718122447608, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5129170622676611, "total_loss": 0.053247534032834665}
{"data_time": 0.0037468066439032555, "eta_seconds": 17982.421052874066, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18282988871224165, "fast_rcnn/fg_cls_accuracy": 0.8171701112877583, "iteration": 5439, "loss_box_reg": 0.010110549657838419, "loss_cls": 0.03708067047409713, "loss_rpn_cls": 0.0014852264061175902, "loss_rpn_loc": 0.0016211428264796268, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5254141218028963, "total_loss": 0.05287957078598993}
{"data_time": 0.0035722774919122458, "eta_seconds": 17964.863668835722, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22704081632653061, "fast_rcnn/fg_cls_accuracy": 0.7729591836734694, "iteration": 5459, "loss_box_reg": 0.010923261463176459, "loss_cls": 0.03861425817012787, "loss_rpn_cls": 0.0011862352062053105, "loss_rpn_loc": 0.0015188017023319844, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203840213362128, "total_loss": 0.05380339994030692}
{"data_time": 0.0033906183671206236, "eta_seconds": 17938.17829495319, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10897435897435898, "fast_rcnn/fg_cls_accuracy": 0.891025641025641, "iteration": 5479, "loss_box_reg": 0.010146079352125525, "loss_cls": 0.03554635850014165, "loss_rpn_cls": 0.0008119153249026567, "loss_rpn_loc": 0.0017794431914808229, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5161443259567022, "total_loss": 0.049235559581688904}
{"data_time": 0.0039046017918735743, "eta_seconds": 17935.939855598845, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13406593406593406, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 5499, "loss_box_reg": 0.010378946055425331, "loss_cls": 0.0359298515249975, "loss_rpn_cls": 0.0010501354644674166, "loss_rpn_loc": 0.0017301053521805443, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142763433977962, "total_loss": 0.050413673796356306}
{"data_time": 0.0035787918604910374, "eta_seconds": 17917.393058957765, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16818181818181818, "fast_rcnn/fg_cls_accuracy": 0.8318181818181818, "iteration": 5519, "loss_box_reg": 0.010168517386773601, "loss_cls": 0.037426325492560863, "loss_rpn_cls": 0.0009677513556312078, "loss_rpn_loc": 0.001796268446923932, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5218799894209951, "total_loss": 0.0503659213666765}
{"data_time": 0.003694474697113037, "eta_seconds": 17885.97433698387, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2015625, "fast_rcnn/fg_cls_accuracy": 0.7908163265306123, "iteration": 5539, "loss_box_reg": 0.010793292574817315, "loss_cls": 0.03732557807234116, "loss_rpn_cls": 0.0008885963748070935, "loss_rpn_loc": 0.001752821077388944, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5054937042295933, "total_loss": 0.052134421235962236}
{"data_time": 0.0036024553701281548, "eta_seconds": 17875.593921826454, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20344827586206898, "fast_rcnn/fg_cls_accuracy": 0.7965517241379311, "iteration": 5559, "loss_box_reg": 0.010105954657774419, "loss_cls": 0.03768713551107794, "loss_rpn_cls": 0.0009627484691918653, "loss_rpn_loc": 0.0017896638528327458, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519698227988556, "total_loss": 0.052294592696171094}
{"data_time": 0.003412917023524642, "eta_seconds": 17862.752935406053, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1855036855036855, "fast_rcnn/fg_cls_accuracy": 0.8144963144963145, "iteration": 5579, "loss_box_reg": 0.010153209790587425, "loss_cls": 0.037181702558882535, "loss_rpn_cls": 0.0010446379019413143, "loss_rpn_loc": 0.001666477633989416, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5162488576024771, "total_loss": 0.05013402730503458}
{"data_time": 0.003974902676418424, "eta_seconds": 17845.694274129113, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.21405228758169934, "fast_rcnn/fg_cls_accuracy": 0.7722222222222223, "iteration": 5599, "loss_box_reg": 0.010572303726803511, "loss_cls": 0.0387147702567745, "loss_rpn_cls": 0.0013647271628087765, "loss_rpn_loc": 0.001627146870305296, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5161187346093357, "total_loss": 0.050488401219894286}
{"data_time": 0.003458674531430006, "eta_seconds": 17832.15569575061, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.19686732186732187, "fast_rcnn/fg_cls_accuracy": 0.7917690417690417, "iteration": 5619, "loss_box_reg": 0.010464588034665212, "loss_cls": 0.03948970523197204, "loss_rpn_cls": 0.0009432181320789823, "loss_rpn_loc": 0.0014939287339075236, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5145819480530918, "total_loss": 0.054271329489864684}
{"data_time": 0.0034068443346768618, "eta_seconds": 17818.45583980903, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21375, "fast_rcnn/fg_cls_accuracy": 0.78625, "iteration": 5639, "loss_box_reg": 0.009840862272540107, "loss_cls": 0.0374330458289478, "loss_rpn_cls": 0.001498926715868265, "loss_rpn_loc": 0.001969573480891995, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5147477923892438, "total_loss": 0.050672027337839154}
{"data_time": 0.0036030306946486235, "eta_seconds": 17809.56888831407, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12265331664580725, "fast_rcnn/fg_cls_accuracy": 0.8773466833541927, "iteration": 5659, "loss_box_reg": 0.010774016089271754, "loss_cls": 0.038031576259527355, "loss_rpn_cls": 0.0007124681119421439, "loss_rpn_loc": 0.0019782991548709106, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5238208905793726, "total_loss": 0.05192989357874467}
{"data_time": 0.003498887177556753, "eta_seconds": 17792.086179980543, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1438415159345392, "fast_rcnn/fg_cls_accuracy": 0.8561584840654608, "iteration": 5679, "loss_box_reg": 0.011072643275838345, "loss_cls": 0.03905346692772582, "loss_rpn_cls": 0.000951662393163133, "loss_rpn_loc": 0.001953715578565607, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098876624833792, "total_loss": 0.05063412568733838}
{"data_time": 0.003603621618822217, "eta_seconds": 17784.735558334272, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 5699, "loss_box_reg": 0.010272355808410794, "loss_cls": 0.036765224125701934, "loss_rpn_cls": 0.0011423811295117048, "loss_rpn_loc": 0.00180343445026665, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5229671385604888, "total_loss": 0.04993142079081281}
{"data_time": 0.003609806066378951, "eta_seconds": 17771.35008699959, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13182382133995035, "fast_rcnn/fg_cls_accuracy": 0.8632478632478633, "iteration": 5719, "loss_box_reg": 0.01039819116704166, "loss_cls": 0.03901744756149128, "loss_rpn_cls": 0.001465849186615742, "loss_rpn_loc": 0.0022926847159396857, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5093444832600653, "total_loss": 0.05477032819874239}
{"data_time": 0.0033777165226638317, "eta_seconds": 17768.080128200352, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2710597826086957, "fast_rcnn/fg_cls_accuracy": 0.7289402173913043, "iteration": 5739, "loss_box_reg": 0.010361860826378688, "loss_cls": 0.03818130408762954, "loss_rpn_cls": 0.0010670999542981008, "loss_rpn_loc": 0.0018694546561164316, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522992409998551, "total_loss": 0.051578828335038907}
{"data_time": 0.0033911808859556913, "eta_seconds": 17756.227886583656, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24409937888198757, "fast_rcnn/fg_cls_accuracy": 0.7428571428571429, "iteration": 5759, "loss_box_reg": 0.01033663676935248, "loss_cls": 0.037093302758876234, "loss_rpn_cls": 0.001498616297794797, "loss_rpn_loc": 0.0016398761508753523, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138272673357278, "total_loss": 0.05107307550292717}
{"data_time": 0.003390911966562271, "eta_seconds": 17752.3183557156, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3026936026936027, "fast_rcnn/fg_cls_accuracy": 0.6973063973063973, "iteration": 5779, "loss_box_reg": 0.010773393412819132, "loss_cls": 0.03908647477510385, "loss_rpn_cls": 0.0009769747185828237, "loss_rpn_loc": 0.0021507280725927558, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5238034341018647, "total_loss": 0.054554368699371025}
{"data_time": 0.003783206455409527, "eta_seconds": 17754.2638297237, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1791158536585366, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 5799, "loss_box_reg": 0.01047571239178069, "loss_cls": 0.038431423192378134, "loss_rpn_cls": 0.0008763356340750761, "loss_rpn_loc": 0.0020278992105886573, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.53048808244057, "total_loss": 0.052925827051012675}
{"data_time": 0.0034232784528285265, "eta_seconds": 17740.03311088588, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14739688979039892, "fast_rcnn/fg_cls_accuracy": 0.852603110209601, "iteration": 5819, "loss_box_reg": 0.010365624737460166, "loss_cls": 0.034625090833287686, "loss_rpn_cls": 0.0007428113921150725, "loss_rpn_loc": 0.0016157286136149196, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5127323074266315, "total_loss": 0.0494600341946807}
{"data_time": 0.0035994411446154118, "eta_seconds": 17729.653055819683, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12698412698412698, "fast_rcnn/fg_cls_accuracy": 0.873015873015873, "iteration": 5839, "loss_box_reg": 0.01044044631998986, "loss_cls": 0.036870110750896856, "loss_rpn_cls": 0.001169021946623161, "loss_rpn_loc": 0.0018940218033094425, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5104210390709341, "total_loss": 0.05066800898350721}
{"data_time": 0.0033311289735138416, "eta_seconds": 17724.768002761528, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22176759410801966, "fast_rcnn/fg_cls_accuracy": 0.7782324058919804, "iteration": 5859, "loss_box_reg": 0.009751255507580936, "loss_cls": 0.03611191443633288, "loss_rpn_cls": 0.0006604480754504038, "loss_rpn_loc": 0.0017509847530163825, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5254282914102077, "total_loss": 0.05037949374232653}
{"data_time": 0.0035018499474972486, "eta_seconds": 17716.062970342115, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15258620689655172, "fast_rcnn/fg_cls_accuracy": 0.8474137931034482, "iteration": 5879, "loss_box_reg": 0.010820256458828226, "loss_cls": 0.03961008123587817, "loss_rpn_cls": 0.0008882208229579192, "loss_rpn_loc": 0.0016225770450546406, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523485521087423, "total_loss": 0.05447047229588975}
{"data_time": 0.003464383538812399, "eta_seconds": 17702.352295471122, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.23106060606060608, "fast_rcnn/fg_cls_accuracy": 0.7593240093240092, "iteration": 5899, "loss_box_reg": 0.010433860210468993, "loss_cls": 0.04104606923647225, "loss_rpn_cls": 0.001175856161239608, "loss_rpn_loc": 0.0018515117481001653, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5102819923777133, "total_loss": 0.05481984647633453}
{"data_time": 0.003807108849287033, "eta_seconds": 17691.969988620607, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18706293706293708, "fast_rcnn/fg_cls_accuracy": 0.8065268065268065, "iteration": 5919, "loss_box_reg": 0.01051737170200795, "loss_cls": 0.03899635004927404, "loss_rpn_cls": 0.0012258202051498301, "loss_rpn_loc": 0.0018219922221760498, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5229331420268863, "total_loss": 0.05341644009865831}
{"data_time": 0.003407055512070656, "eta_seconds": 17683.234906477854, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2052139037433155, "fast_rcnn/fg_cls_accuracy": 0.7947860962566844, "iteration": 5939, "loss_box_reg": 0.010113426862517372, "loss_cls": 0.037752682517748326, "loss_rpn_cls": 0.0010341328701315433, "loss_rpn_loc": 0.0016274744593829382, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5142638967372477, "total_loss": 0.05190490600256226}
{"data_time": 0.003321094438433647, "eta_seconds": 17668.771967802895, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.7746031746031746, "iteration": 5959, "loss_box_reg": 0.009904576523695141, "loss_cls": 0.03611069853650406, "loss_rpn_cls": 0.0009306176923473686, "loss_rpn_loc": 0.0017303489094047109, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5204342724755406, "total_loss": 0.04827013774269062}
{"data_time": 0.003503368468955159, "eta_seconds": 17663.421555595472, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.135258358662614, "fast_rcnn/fg_cls_accuracy": 0.8647416413373861, "iteration": 5979, "loss_box_reg": 0.010053929989226162, "loss_cls": 0.03661831529461779, "loss_rpn_cls": 0.0006017905008093294, "loss_rpn_loc": 0.0015499677538173273, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5205675400793552, "total_loss": 0.048938267789878864}
{"data_time": 0.003439574968069792, "eta_seconds": 17642.540467777988, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15587044534412955, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 5999, "loss_box_reg": 0.01000874230521731, "loss_cls": 0.035688400763319805, "loss_rpn_cls": 0.0007529602303861793, "loss_rpn_loc": 0.0015931013513181824, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174066361505538, "total_loss": 0.04877044203760761}
{"data_time": 0.0033555456902831793, "eta_seconds": 17636.56350366329, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1586971586971587, "fast_rcnn/fg_cls_accuracy": 0.8413028413028414, "iteration": 6019, "loss_box_reg": 0.009759324660990387, "loss_cls": 0.03830210195155814, "loss_rpn_cls": 0.0010417806067835045, "loss_rpn_loc": 0.0018957816464535426, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5147778424434364, "total_loss": 0.05128597201019147}
{"data_time": 0.0034219271037727594, "eta_seconds": 17631.31853612326, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2278846153846154, "fast_rcnn/fg_cls_accuracy": 0.7692307692307693, "iteration": 6039, "loss_box_reg": 0.010053256002720445, "loss_cls": 0.037528343236772344, "loss_rpn_cls": 0.0011310884191004789, "loss_rpn_loc": 0.0017665734922047704, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5263397693634033, "total_loss": 0.051779461361093126}
{"data_time": 0.00342964893206954, "eta_seconds": 17620.935262052342, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2601010101010101, "fast_rcnn/fg_cls_accuracy": 0.7039682539682539, "iteration": 6059, "loss_box_reg": 0.010299890214810148, "loss_cls": 0.0383656787162181, "loss_rpn_cls": 0.0008335340617122711, "loss_rpn_loc": 0.0016616750999673968, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5156364722643048, "total_loss": 0.051601599088712646}
{"data_time": 0.0033667334355413914, "eta_seconds": 17610.551987981424, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1553658536585366, "fast_rcnn/fg_cls_accuracy": 0.8225288831835686, "iteration": 6079, "loss_box_reg": 0.010162214399315417, "loss_cls": 0.037799841025844216, "loss_rpn_cls": 0.0009319414003812199, "loss_rpn_loc": 0.0019383272920094896, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5206930518615991, "total_loss": 0.053001350677448045}
{"data_time": 0.0035773618146777153, "eta_seconds": 17591.26466488489, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29078590785907854, "fast_rcnn/fg_cls_accuracy": 0.7092140921409213, "iteration": 6099, "loss_box_reg": 0.010649228206602857, "loss_cls": 0.039622797252377495, "loss_rpn_cls": 0.0012278251644772809, "loss_rpn_loc": 0.0015361911173386034, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5052736569195986, "total_loss": 0.05409573009490032}
{"data_time": 0.0035376320593059063, "eta_seconds": 17575.94162093452, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2072829131652661, "fast_rcnn/fg_cls_accuracy": 0.7927170868347339, "iteration": 6119, "loss_box_reg": 0.01037906072451733, "loss_cls": 0.03969569006585516, "loss_rpn_cls": 0.0006966705741433543, "loss_rpn_loc": 0.001687586065600044, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5119571250397712, "total_loss": 0.053590429309679166}
{"data_time": 0.00345930946059525, "eta_seconds": 17578.09438801557, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23380566801619435, "fast_rcnn/fg_cls_accuracy": 0.7661943319838057, "iteration": 6139, "loss_box_reg": 0.01079076822497882, "loss_cls": 0.035084403556538746, "loss_rpn_cls": 0.0006678032499394249, "loss_rpn_loc": 0.0018774265208776342, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5276461481116712, "total_loss": 0.048598150034649734}
{"data_time": 0.0036633890122175217, "eta_seconds": 17563.901754729683, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1809090909090909, "fast_rcnn/fg_cls_accuracy": 0.8190909090909091, "iteration": 6159, "loss_box_reg": 0.010054958489490673, "loss_cls": 0.0368293936480768, "loss_rpn_cls": 0.0004903381117173922, "loss_rpn_loc": 0.0017109820764744654, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5168321528472006, "total_loss": 0.049391708233031295}
{"data_time": 0.003670128295198083, "eta_seconds": 17548.119671273977, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16598674145843956, "fast_rcnn/fg_cls_accuracy": 0.8340132585415605, "iteration": 6179, "loss_box_reg": 0.010038038832135499, "loss_cls": 0.03899894084315747, "loss_rpn_cls": 0.001002205149461588, "loss_rpn_loc": 0.0016340561778633855, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147857624106109, "total_loss": 0.05174428085126692}
{"data_time": 0.0033726037945598364, "eta_seconds": 17539.0513107616, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19355742296918768, "fast_rcnn/fg_cls_accuracy": 0.8064425770308123, "iteration": 6199, "loss_box_reg": 0.010274090920574963, "loss_cls": 0.03723211237229407, "loss_rpn_cls": 0.0006255442881411, "loss_rpn_loc": 0.0019798279499809723, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5266703839879483, "total_loss": 0.052044688467503875}
{"data_time": 0.003275606781244278, "eta_seconds": 17528.67348092771, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2886627906976744, "fast_rcnn/fg_cls_accuracy": 0.710906174819567, "iteration": 6219, "loss_box_reg": 0.009765444381628186, "loss_cls": 0.03785333165433258, "loss_rpn_cls": 0.0010302817320280155, "loss_rpn_loc": 0.00205033597376314, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5106311896815896, "total_loss": 0.05028547746161394}
{"data_time": 0.003725891001522541, "eta_seconds": 17513.691008658847, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23766307430516165, "fast_rcnn/fg_cls_accuracy": 0.7623369256948384, "iteration": 6239, "loss_box_reg": 0.009759983862750232, "loss_cls": 0.03835514737875201, "loss_rpn_cls": 0.0009238202493406789, "loss_rpn_loc": 0.0017111626766563859, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5208953155670315, "total_loss": 0.05149410824415668}
{"data_time": 0.0038431829307228327, "eta_seconds": 17507.917821259936, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.21594827586206897, "fast_rcnn/fg_cls_accuracy": 0.7590517241379311, "iteration": 6259, "loss_box_reg": 0.010069501935504377, "loss_cls": 0.03646200950606726, "loss_rpn_cls": 0.0012551209915727668, "loss_rpn_loc": 0.002203521336923586, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5229977325070649, "total_loss": 0.05032938743829618}
{"data_time": 0.0034567895345389843, "eta_seconds": 17496.234393868595, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25245098039215685, "fast_rcnn/fg_cls_accuracy": 0.7475490196078431, "iteration": 6279, "loss_box_reg": 0.010143074032384902, "loss_cls": 0.03624401270644739, "loss_rpn_cls": 0.000842894098184388, "loss_rpn_loc": 0.001998741525312653, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5243284741882235, "total_loss": 0.05028193309311746}
{"data_time": 0.003512399271130562, "eta_seconds": 17479.976135626435, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20761494252873564, "fast_rcnn/fg_cls_accuracy": 0.7923850574712643, "iteration": 6299, "loss_box_reg": 0.00979979190742597, "loss_cls": 0.03603436876437627, "loss_rpn_cls": 0.0009556053282722132, "loss_rpn_loc": 0.00189965778736223, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185409300029278, "total_loss": 0.05071327542754034}
{"data_time": 0.003463818458840251, "eta_seconds": 17461.565516800387, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.13203463203463203, "fast_rcnn/fg_cls_accuracy": 0.8416149068322981, "iteration": 6319, "loss_box_reg": 0.009847942710621282, "loss_cls": 0.03826474578818306, "loss_rpn_cls": 0.0008583775122588122, "loss_rpn_loc": 0.0016755006763560232, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5158380158245564, "total_loss": 0.05120247315210236}
{"data_time": 0.003506217384710908, "eta_seconds": 17454.597459201468, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2008130081300813, "fast_rcnn/fg_cls_accuracy": 0.7991869918699187, "iteration": 6339, "loss_box_reg": 0.009736253501614556, "loss_cls": 0.03692471014801413, "loss_rpn_cls": 0.0009767487798626462, "loss_rpn_loc": 0.0016228927706833929, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5204608058556914, "total_loss": 0.05096313409387676}
{"data_time": 0.0037265773862600327, "eta_seconds": 17450.493475307012, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18861092824226466, "fast_rcnn/fg_cls_accuracy": 0.8058905380333952, "iteration": 6359, "loss_box_reg": 0.010151177833904512, "loss_cls": 0.038291325414320454, "loss_rpn_cls": 0.0010074275064653193, "loss_rpn_loc": 0.0015935791634547058, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519343662308529, "total_loss": 0.05042145045581492}
{"data_time": 0.0037010186351835728, "eta_seconds": 17442.702355954796, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13055555555555554, "fast_rcnn/fg_cls_accuracy": 0.8416666666666667, "iteration": 6379, "loss_box_reg": 0.010440154146635905, "loss_cls": 0.039565593644510955, "loss_rpn_cls": 0.0008982449796803849, "loss_rpn_loc": 0.001905710669234395, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5192165614571422, "total_loss": 0.05217557646892601}
{"data_time": 0.003934693522751331, "eta_seconds": 17427.237946848385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25473684210526315, "fast_rcnn/fg_cls_accuracy": 0.7452631578947368, "iteration": 6399, "loss_box_reg": 0.010385925299488008, "loss_cls": 0.03954180268920027, "loss_rpn_cls": 0.000912025602247013, "loss_rpn_loc": 0.0016113929541461403, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207952524069697, "total_loss": 0.05323109583258656}
{"data_time": 0.003804655745625496, "eta_seconds": 17416.864899649285, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17755102040816328, "fast_rcnn/fg_cls_accuracy": 0.8224489795918368, "iteration": 6419, "loss_box_reg": 0.009866697830148041, "loss_cls": 0.040581126435426995, "loss_rpn_cls": 0.000924947669886933, "loss_rpn_loc": 0.0014317823988676537, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125952155794948, "total_loss": 0.0526053837559175}
{"data_time": 0.0035321286413818598, "eta_seconds": 17402.198207481997, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.18870346598202825, "fast_rcnn/fg_cls_accuracy": 0.8112965340179717, "iteration": 6439, "loss_box_reg": 0.009354376001283526, "loss_cls": 0.03598805738147348, "loss_rpn_cls": 0.0011294068806364521, "loss_rpn_loc": 0.0017520668079669122, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5192308956757188, "total_loss": 0.0496530253981291}
{"data_time": 0.00351844634860754, "eta_seconds": 17388.98396719224, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14777777777777779, "fast_rcnn/fg_cls_accuracy": 0.8522222222222222, "iteration": 6459, "loss_box_reg": 0.009660784067818895, "loss_cls": 0.03851451008813456, "loss_rpn_cls": 0.0009194842291435634, "loss_rpn_loc": 0.001709869011392584, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5193406320177019, "total_loss": 0.05089950902470264}
{"data_time": 0.0037671339232474566, "eta_seconds": 17385.745758051984, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 6479, "loss_box_reg": 0.010013179329689592, "loss_cls": 0.03809045004891232, "loss_rpn_cls": 0.0013105493994771678, "loss_rpn_loc": 0.0015309183108911384, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5284153048414737, "total_loss": 0.05084721857792829}
{"data_time": 0.003417126601561904, "eta_seconds": 17373.868094996084, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 6499, "loss_box_reg": 0.009542788873659447, "loss_cls": 0.03639312292216346, "loss_rpn_cls": 0.0008317169346128139, "loss_rpn_loc": 0.001868534745881334, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108654557261616, "total_loss": 0.04858886635520321}
{"data_time": 0.0035461471416056156, "eta_seconds": 17360.716253529536, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 6519, "loss_box_reg": 0.009570116963004693, "loss_cls": 0.03971006837673485, "loss_rpn_cls": 0.0005729339055733362, "loss_rpn_loc": 0.001414964006471564, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5143256413284689, "total_loss": 0.05156393277161442}
{"data_time": 0.0035506386775523424, "eta_seconds": 17360.29829524597, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1600609756097561, "fast_rcnn/fg_cls_accuracy": 0.8149390243902439, "iteration": 6539, "loss_box_reg": 0.009317300718976185, "loss_cls": 0.037246747029712424, "loss_rpn_cls": 0.0009329016569665782, "loss_rpn_loc": 0.0015446990437339991, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250613761600107, "total_loss": 0.04943164819337653}
{"data_time": 0.0033189307432621717, "eta_seconds": 17339.975276553305, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2168168168168168, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 6559, "loss_box_reg": 0.009716226224554703, "loss_cls": 0.037220922589767724, "loss_rpn_cls": 0.0011307347851925442, "loss_rpn_loc": 0.001583793842655723, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5069526054430753, "total_loss": 0.04928913374124022}
{"data_time": 0.0034584980458021164, "eta_seconds": 17336.37354532373, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 6579, "loss_box_reg": 0.00979898899095133, "loss_cls": 0.034553358651464805, "loss_rpn_cls": 0.000630787029365365, "loss_rpn_loc": 0.0013357445241126698, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.52746975957416, "total_loss": 0.04821344898192592}
{"data_time": 0.003656649263575673, "eta_seconds": 17325.999006234342, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13983739837398373, "fast_rcnn/fg_cls_accuracy": 0.8601626016260162, "iteration": 6599, "loss_box_reg": 0.009741352376295254, "loss_cls": 0.036401521327206865, "loss_rpn_cls": 0.0010253752905100555, "loss_rpn_loc": 0.0014940835790184792, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5060141296125948, "total_loss": 0.04809664922117918}
{"data_time": 0.003316160524263978, "eta_seconds": 17315.624467144953, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1431818181818182, "fast_rcnn/fg_cls_accuracy": 0.8568181818181818, "iteration": 6619, "loss_box_reg": 0.00940776921925135, "loss_cls": 0.03505083141499199, "loss_rpn_cls": 0.0006690360941661311, "loss_rpn_loc": 0.0017886375444504665, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5182031749282032, "total_loss": 0.0474908027604215}
{"data_time": 0.0034612526651471853, "eta_seconds": 17308.416109133046, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21915820029027577, "fast_rcnn/fg_cls_accuracy": 0.7334357174199211, "iteration": 6639, "loss_box_reg": 0.010041511035524309, "loss_cls": 0.0372126679867506, "loss_rpn_cls": 0.0007711354791126723, "loss_rpn_loc": 0.001986214738280978, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5200910328421742, "total_loss": 0.04992687850131006}
{"data_time": 0.00389534211717546, "eta_seconds": 17290.89090341376, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17906178489702518, "fast_rcnn/fg_cls_accuracy": 0.8141447368421053, "iteration": 6659, "loss_box_reg": 0.009462758229346946, "loss_cls": 0.03532442278810777, "loss_rpn_cls": 0.0009872187756059247, "loss_rpn_loc": 0.002009665638979641, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189024002756923, "total_loss": 0.04747306417351638}
{"data_time": 0.003346944460645318, "eta_seconds": 17280.51875446597, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8169856459330144, "iteration": 6679, "loss_box_reg": 0.010243420081678778, "loss_cls": 0.03703133825911209, "loss_rpn_cls": 0.0011308273002441638, "loss_rpn_loc": 0.0014918726265022997, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513064834754914, "total_loss": 0.050677969169782955}
{"data_time": 0.003456715028733015, "eta_seconds": 17270.14660551818, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09647495361781076, "fast_rcnn/fg_cls_accuracy": 0.9035250463821892, "iteration": 6699, "loss_box_reg": 0.010079513798700646, "loss_cls": 0.039513357245596126, "loss_rpn_cls": 0.0008789466972984883, "loss_rpn_loc": 0.0015676325911044842, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5193267620634288, "total_loss": 0.05353564148288115}
{"data_time": 0.003397685708478093, "eta_seconds": 17265.300151986536, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18152680652680653, "fast_rcnn/fg_cls_accuracy": 0.7881701631701632, "iteration": 6719, "loss_box_reg": 0.009739850065670907, "loss_cls": 0.039402533846441656, "loss_rpn_cls": 0.0011506351656862535, "loss_rpn_loc": 0.001961584872333333, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5231434667948633, "total_loss": 0.052597763691892396}
{"data_time": 0.0036798063665628433, "eta_seconds": 17253.37723260862, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7579365079365079, "iteration": 6739, "loss_box_reg": 0.00912406318821013, "loss_cls": 0.034934276540298015, "loss_rpn_cls": 0.0007374816673859641, "loss_rpn_loc": 0.0016067516207840526, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5141974117141217, "total_loss": 0.04766557474181354}
{"data_time": 0.003454536898061633, "eta_seconds": 17244.549212829676, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25518541797611566, "fast_rcnn/fg_cls_accuracy": 0.7448145820238843, "iteration": 6759, "loss_box_reg": 0.009102556825382635, "loss_cls": 0.03774339161464013, "loss_rpn_cls": 0.0009397222820552997, "loss_rpn_loc": 0.0013451002887450159, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5151618989184499, "total_loss": 0.049045304600667805}
{"data_time": 0.0035387345124036074, "eta_seconds": 17230.15005006548, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26437033786748576, "fast_rcnn/fg_cls_accuracy": 0.7356296621325142, "iteration": 6779, "loss_box_reg": 0.00971385114826262, "loss_cls": 0.03913710260530934, "loss_rpn_cls": 0.00102219285861338, "loss_rpn_loc": 0.0014434818767767865, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5177219889592379, "total_loss": 0.052510952334387184}
{"data_time": 0.003482961328700185, "eta_seconds": 17218.28586077923, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8284313725490196, "iteration": 6799, "loss_box_reg": 0.00955907316529192, "loss_cls": 0.03678938708617352, "loss_rpn_cls": 0.0009477451612838195, "loss_rpn_loc": 0.0016386695933761075, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.522315465612337, "total_loss": 0.050773329609768325}
{"data_time": 0.003494609147310257, "eta_seconds": 17205.158926207805, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15316246382802812, "fast_rcnn/fg_cls_accuracy": 0.8468375361719719, "iteration": 6819, "loss_box_reg": 0.010082370310556144, "loss_cls": 0.038085761276306584, "loss_rpn_cls": 0.0012250436218437244, "loss_rpn_loc": 0.001837220108427573, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5133299808949232, "total_loss": 0.05005429991950905}
{"data_time": 0.003755876561626792, "eta_seconds": 17199.03090846818, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20470383275261322, "fast_rcnn/fg_cls_accuracy": 0.7952961672473868, "iteration": 6839, "loss_box_reg": 0.010139592719497159, "loss_cls": 0.03625066959648393, "loss_rpn_cls": 0.0010734055210832594, "loss_rpn_loc": 0.0018024256605713163, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221025575883687, "total_loss": 0.04815487302755628}
{"data_time": 0.0037947173696011305, "eta_seconds": 17179.536254334496, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32188160676532773, "fast_rcnn/fg_cls_accuracy": 0.6781183932346723, "iteration": 6859, "loss_box_reg": 0.009449939476326108, "loss_cls": 0.037293876986950636, "loss_rpn_cls": 0.0007261988894526894, "loss_rpn_loc": 0.0018197397876065224, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5140696810558438, "total_loss": 0.05037263298208927}
{"data_time": 0.0037145656533539295, "eta_seconds": 17168.190682541346, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1888083735909823, "fast_rcnn/fg_cls_accuracy": 0.8088768115942029, "iteration": 6879, "loss_box_reg": 0.009243160049663857, "loss_cls": 0.036405198101419955, "loss_rpn_cls": 0.0005186945800232934, "loss_rpn_loc": 0.0014487933676718967, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5135218885261565, "total_loss": 0.04885966361416649}
{"data_time": 0.0037150399293750525, "eta_seconds": 17158.001352197956, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.225062656641604, "fast_rcnn/fg_cls_accuracy": 0.7749373433583959, "iteration": 6899, "loss_box_reg": 0.00963335219421424, "loss_cls": 0.03761351192952134, "loss_rpn_cls": 0.000962559098525162, "loss_rpn_loc": 0.002048586859018542, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120934979058802, "total_loss": 0.050606326462229845}
{"data_time": 0.003500621533021331, "eta_seconds": 17143.2037775293, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25565610859728505, "fast_rcnn/fg_cls_accuracy": 0.744343891402715, "iteration": 6919, "loss_box_reg": 0.009521407599095255, "loss_cls": 0.037163390254136175, "loss_rpn_cls": 0.0010268424059916015, "loss_rpn_loc": 0.001885587977085379, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5084612369537354, "total_loss": 0.05005004992599993}
{"data_time": 0.0033065674360841513, "eta_seconds": 17137.267233769875, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 6939, "loss_box_reg": 0.009960709721781313, "loss_cls": 0.03931111836573109, "loss_rpn_cls": 0.0009134497893228399, "loss_rpn_loc": 0.0016673587615514407, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5213873761240393, "total_loss": 0.05144311333617679}
{"data_time": 0.003298804396763444, "eta_seconds": 17126.72287496901, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.23658649398704903, "fast_rcnn/fg_cls_accuracy": 0.763413506012951, "iteration": 6959, "loss_box_reg": 0.009568373847287148, "loss_cls": 0.03628731373464689, "loss_rpn_cls": 0.0005960296654166086, "loss_rpn_loc": 0.0018032951920758933, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5167342978529632, "total_loss": 0.04898379140087172}
{"data_time": 0.0033599096350371838, "eta_seconds": 17113.66071238811, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17982456140350878, "fast_rcnn/fg_cls_accuracy": 0.7797888386123679, "iteration": 6979, "loss_box_reg": 0.009597362630302086, "loss_cls": 0.03637425586930476, "loss_rpn_cls": 0.0009028869010307972, "loss_rpn_loc": 0.001438417355529964, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5174443523865193, "total_loss": 0.05026452146739757}
{"data_time": 0.003381783841177821, "eta_seconds": 17106.00396965607, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2690166975881262, "fast_rcnn/fg_cls_accuracy": 0.7309833024118739, "iteration": 6999, "loss_box_reg": 0.009772086195880547, "loss_cls": 0.03909689653664827, "loss_rpn_cls": 0.0012760333960954995, "loss_rpn_loc": 0.0017053903138730675, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168070616200566, "total_loss": 0.05224950012257068}
{"data_time": 0.003425765782594681, "eta_seconds": 17096.901499859057, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2726045883940621, "fast_rcnn/fg_cls_accuracy": 0.7273954116059379, "iteration": 7019, "loss_box_reg": 0.009357164439279586, "loss_cls": 0.03718721980112605, "loss_rpn_cls": 0.0010916821154296485, "loss_rpn_loc": 0.0016113094679894857, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.521724755410105, "total_loss": 0.048499066876331653}
{"data_time": 0.0035068111028522253, "eta_seconds": 17086.53377207648, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1575682382133995, "fast_rcnn/fg_cls_accuracy": 0.8284823284823285, "iteration": 7039, "loss_box_reg": 0.009460543864406645, "loss_cls": 0.03795086592435837, "loss_rpn_cls": 0.0009098553811668353, "loss_rpn_loc": 0.0020051958854310215, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5241687335073948, "total_loss": 0.050494208861948664}
{"data_time": 0.0033791696187108755, "eta_seconds": 17080.71306435042, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17879325643300797, "fast_rcnn/fg_cls_accuracy": 0.8212067435669921, "iteration": 7059, "loss_box_reg": 0.009390451275976375, "loss_cls": 0.037584940873784944, "loss_rpn_cls": 0.001004416580975942, "loss_rpn_loc": 0.0014982197099016048, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5224147750996053, "total_loss": 0.05028493215183971}
{"data_time": 0.0033079655840992928, "eta_seconds": 17067.208978689043, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14985994397759103, "fast_rcnn/fg_cls_accuracy": 0.8501400560224089, "iteration": 7079, "loss_box_reg": 0.010123039304744452, "loss_cls": 0.03704099718015641, "loss_rpn_cls": 0.0007611842158610216, "loss_rpn_loc": 0.0014248273473640438, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5157808291260153, "total_loss": 0.049545526387703376}
{"data_time": 0.0038504689000546932, "eta_seconds": 17063.646831492428, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1958041958041958, "fast_rcnn/fg_cls_accuracy": 0.8041958041958042, "iteration": 7099, "loss_box_reg": 0.009871974791167304, "loss_cls": 0.03796234127366915, "loss_rpn_cls": 0.0009338298852412663, "loss_rpn_loc": 0.0020268524895072915, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5219171587377787, "total_loss": 0.05087294611234938}
{"data_time": 0.003563901409506798, "eta_seconds": 17056.616949541727, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20470383275261322, "fast_rcnn/fg_cls_accuracy": 0.7560975609756098, "iteration": 7119, "loss_box_reg": 0.00910066210781224, "loss_cls": 0.0359807082277257, "loss_rpn_cls": 0.0005345225979453971, "loss_rpn_loc": 0.0017661398032942088, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5168937533162534, "total_loss": 0.04834860026022625}
{"data_time": 0.0035719959996640682, "eta_seconds": 17034.309757537907, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1981658692185008, "fast_rcnn/fg_cls_accuracy": 0.8018341307814991, "iteration": 7139, "loss_box_reg": 0.008993565599666908, "loss_cls": 0.03691643741331063, "loss_rpn_cls": 0.0011951446814464362, "loss_rpn_loc": 0.0016620817514194641, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150368146132678, "total_loss": 0.049668046217107076}
{"data_time": 0.003390443976968527, "eta_seconds": 17024.41658524121, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10035035035035035, "fast_rcnn/fg_cls_accuracy": 0.8996496496496497, "iteration": 7159, "loss_box_reg": 0.009891640016576275, "loss_cls": 0.03954113251529634, "loss_rpn_cls": 0.0012191870339393063, "loss_rpn_loc": 0.0021739838157373015, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5192058724351227, "total_loss": 0.052316054413495294}
{"data_time": 0.003617049427703023, "eta_seconds": 17025.492682731943, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23525798525798525, "fast_rcnn/fg_cls_accuracy": 0.7647420147420148, "iteration": 7179, "loss_box_reg": 0.009189412608975545, "loss_cls": 0.03462319233221933, "loss_rpn_cls": 0.0008661459633003687, "loss_rpn_loc": 0.0019638564026536187, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5214708484709263, "total_loss": 0.04813750113146398}
{"data_time": 0.003473702585324645, "eta_seconds": 17015.117927128682, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25436507936507935, "fast_rcnn/fg_cls_accuracy": 0.7456349206349207, "iteration": 7199, "loss_box_reg": 0.009212378936354071, "loss_cls": 0.03647687259945087, "loss_rpn_cls": 0.000989479805184601, "loss_rpn_loc": 0.0016215747200476471, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5239447285421193, "total_loss": 0.049606011288233276}
{"data_time": 0.0033121085725724697, "eta_seconds": 17006.905970757594, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.18865546218487395, "fast_rcnn/fg_cls_accuracy": 0.811344537815126, "iteration": 7219, "loss_box_reg": 0.00950234816991724, "loss_cls": 0.03702682338189334, "loss_rpn_cls": 0.0014013442153100186, "loss_rpn_loc": 0.0014718017264385708, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5299751458223909, "total_loss": 0.04943082558509104}
{"data_time": 0.003374032909050584, "eta_seconds": 16995.537942947354, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23848684210526316, "fast_rcnn/fg_cls_accuracy": 0.7615131578947368, "iteration": 7239, "loss_box_reg": 0.009133009647484869, "loss_cls": 0.03840974246850237, "loss_rpn_cls": 0.0010495109249859524, "loss_rpn_loc": 0.0017073417657229584, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109415035694838, "total_loss": 0.05183237116193595}
{"data_time": 0.003675750456750393, "eta_seconds": 16983.993660318898, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14965034965034965, "fast_rcnn/fg_cls_accuracy": 0.8503496503496504, "iteration": 7259, "loss_box_reg": 0.009408804267877713, "loss_cls": 0.03623256803257391, "loss_rpn_cls": 0.0012526209088719042, "loss_rpn_loc": 0.0018202593200840056, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5195975098758936, "total_loss": 0.05020993696587084}
{"data_time": 0.0036632136907428503, "eta_seconds": 16974.787003790494, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16233766233766234, "fast_rcnn/fg_cls_accuracy": 0.8376623376623377, "iteration": 7279, "loss_box_reg": 0.009812473901547492, "loss_cls": 0.037203307438176125, "loss_rpn_cls": 0.0010711120029895937, "loss_rpn_loc": 0.0014697521473863162, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267254465725273, "total_loss": 0.04933031735754412}
{"data_time": 0.0036432866472750902, "eta_seconds": 16965.40167016699, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14022435897435898, "fast_rcnn/fg_cls_accuracy": 0.8181089743589745, "iteration": 7299, "loss_box_reg": 0.009122070332523435, "loss_cls": 0.03796262864489108, "loss_rpn_cls": 0.0012557260116636826, "loss_rpn_loc": 0.0015541813882009592, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186372485477477, "total_loss": 0.04973056469043513}
{"data_time": 0.0037857480347156525, "eta_seconds": 16952.869393509114, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11854792966534317, "fast_rcnn/fg_cls_accuracy": 0.8814520703346569, "iteration": 7319, "loss_box_reg": 0.009300757315941155, "loss_cls": 0.03369948989711702, "loss_rpn_cls": 0.0009521766374405161, "loss_rpn_loc": 0.0014291631268861238, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.516506235813722, "total_loss": 0.04504595794207944}
{"data_time": 0.003471667878329754, "eta_seconds": 16944.649519871688, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16902834008097167, "fast_rcnn/fg_cls_accuracy": 0.8309716599190283, "iteration": 7339, "loss_box_reg": 0.009205387119436637, "loss_cls": 0.035436131700407714, "loss_rpn_cls": 0.0009152688030553691, "loss_rpn_loc": 0.001766817793395603, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5224956243764609, "total_loss": 0.04924496653570998}
{"data_time": 0.0035345652140676975, "eta_seconds": 16934.273444724036, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18019480519480519, "fast_rcnn/fg_cls_accuracy": 0.8198051948051948, "iteration": 7359, "loss_box_reg": 0.00962101700133644, "loss_cls": 0.03339635455631651, "loss_rpn_cls": 0.0007303705835965957, "loss_rpn_loc": 0.0016340496877091937, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250249016098678, "total_loss": 0.04639113390135208}
{"data_time": 0.0035100062377750874, "eta_seconds": 16924.990716856904, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17542735042735041, "fast_rcnn/fg_cls_accuracy": 0.8245726495726495, "iteration": 7379, "loss_box_reg": 0.009128475416218862, "loss_cls": 0.03673667102702893, "loss_rpn_cls": 0.0010858074857651445, "loss_rpn_loc": 0.0020073893247172236, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5265021440573037, "total_loss": 0.04992012386770739}
{"data_time": 0.0036563267931342125, "eta_seconds": 16914.61397137586, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 7399, "loss_box_reg": 0.009544386062771082, "loss_cls": 0.03855219442630187, "loss_rpn_cls": 0.0006134764514058588, "loss_rpn_loc": 0.0016947800140769687, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.519782651681453, "total_loss": 0.05240852333611201}
{"data_time": 0.0033576791174709797, "eta_seconds": 16904.155139355687, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2649350649350649, "fast_rcnn/fg_cls_accuracy": 0.7350649350649351, "iteration": 7419, "loss_box_reg": 0.008946663670940325, "loss_cls": 0.03629162168363109, "loss_rpn_cls": 0.0010143926489831756, "loss_rpn_loc": 0.0016615485965303378, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513461303897202, "total_loss": 0.04764547717775258}
{"data_time": 0.0034762045834213495, "eta_seconds": 16893.77844426385, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17253176930596287, "fast_rcnn/fg_cls_accuracy": 0.7746543778801843, "iteration": 7439, "loss_box_reg": 0.009496024897089228, "loss_cls": 0.03526774764759466, "loss_rpn_cls": 0.0008094270744436471, "loss_rpn_loc": 0.0017642032908042893, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5195306844543666, "total_loss": 0.04795280183986961}
{"data_time": 0.003772999392822385, "eta_seconds": 16880.265560846077, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11188811188811189, "fast_rcnn/fg_cls_accuracy": 0.8881118881118881, "iteration": 7459, "loss_box_reg": 0.009323551756097004, "loss_cls": 0.03605242908815853, "loss_rpn_cls": 0.0008441350319117191, "loss_rpn_loc": 0.002348796633668826, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5155141549184918, "total_loss": 0.05006080320211481}
{"data_time": 0.003420948749408126, "eta_seconds": 16863.440258713206, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22514619883040934, "fast_rcnn/fg_cls_accuracy": 0.7073170731707317, "iteration": 7479, "loss_box_reg": 0.009834416006924585, "loss_cls": 0.03513638777076267, "loss_rpn_cls": 0.0007473198332945685, "loss_rpn_loc": 0.0018490284764993703, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5263007755856961, "total_loss": 0.04827482159581109}
{"data_time": 0.003560116980224848, "eta_seconds": 16859.51602572319, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.14666666666666667, "fast_rcnn/fg_cls_accuracy": 0.8430769230769231, "iteration": 7499, "loss_box_reg": 0.00906902740825899, "loss_cls": 0.03912908615893684, "loss_rpn_cls": 0.000606721971053048, "loss_rpn_loc": 0.001750088093103841, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5086920717731118, "total_loss": 0.053056582207091196}
{"data_time": 0.003642854280769825, "eta_seconds": 16842.698657583212, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.2494824016563147, "fast_rcnn/fg_cls_accuracy": 0.7505175983436853, "iteration": 7519, "loss_box_reg": 0.009442966955248266, "loss_cls": 0.036514331557555124, "loss_rpn_cls": 0.0008692348911552017, "loss_rpn_loc": 0.001870703217718983, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5145587213337421, "total_loss": 0.0502279177118794}
{"data_time": 0.0033537931740283966, "eta_seconds": 16832.327857018216, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18932748538011696, "fast_rcnn/fg_cls_accuracy": 0.7891414141414141, "iteration": 7539, "loss_box_reg": 0.009368064303998835, "loss_cls": 0.03716531812096946, "loss_rpn_cls": 0.0009059019444066507, "loss_rpn_loc": 0.001917214309287374, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5194511821027845, "total_loss": 0.04929630859351164}
{"data_time": 0.0034417554270476103, "eta_seconds": 16830.275823048083, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17360114777618366, "fast_rcnn/fg_cls_accuracy": 0.8263988522238164, "iteration": 7559, "loss_box_reg": 0.009249994007404894, "loss_cls": 0.034717525355517864, "loss_rpn_cls": 0.000935872699869833, "loss_rpn_loc": 0.0017682068282738328, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5144528013188392, "total_loss": 0.04733938881850008}
{"data_time": 0.003528841305524111, "eta_seconds": 16815.837523021968, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20930232558139533, "fast_rcnn/fg_cls_accuracy": 0.7906976744186047, "iteration": 7579, "loss_box_reg": 0.009249230293789878, "loss_cls": 0.03614508738974109, "loss_rpn_cls": 0.000730273445583407, "loss_rpn_loc": 0.0015324344676628243, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208467829506844, "total_loss": 0.048809426781303955}
{"data_time": 0.003784716594964266, "eta_seconds": 16800.1940427972, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.8141025641025641, "iteration": 7599, "loss_box_reg": 0.009584065788658336, "loss_cls": 0.03737467233440839, "loss_rpn_cls": 0.0007343822516077125, "loss_rpn_loc": 0.0018620041155372746, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5079610233660787, "total_loss": 0.05111734932938816}
{"data_time": 0.003459574654698372, "eta_seconds": 16789.823872714303, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18537414965986393, "fast_rcnn/fg_cls_accuracy": 0.814625850340136, "iteration": 7619, "loss_box_reg": 0.009565504122292623, "loss_cls": 0.036555192549712956, "loss_rpn_cls": 0.0011397909474908374, "loss_rpn_loc": 0.0015364089922513813, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5188118384685367, "total_loss": 0.049361157599605576}
{"data_time": 0.0034768925979733467, "eta_seconds": 16786.89265279309, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12929125138427464, "fast_rcnn/fg_cls_accuracy": 0.8707087486157253, "iteration": 7639, "loss_box_reg": 0.009284191473852843, "loss_cls": 0.034198398963781074, "loss_rpn_cls": 0.0008539441433299544, "loss_rpn_loc": 0.001437667047866853, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.522822397062555, "total_loss": 0.04665023813663538}
{"data_time": 0.003462943946942687, "eta_seconds": 16776.517885231646, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 7659, "loss_box_reg": 0.009625560356653295, "loss_cls": 0.03626665525371209, "loss_rpn_cls": 0.0011519129464545586, "loss_rpn_loc": 0.0023387574474327266, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.516857837093994, "total_loss": 0.049080164315284946}
{"data_time": 0.003402592847123742, "eta_seconds": 16769.258103161817, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15819783197831977, "fast_rcnn/fg_cls_accuracy": 0.8418021680216803, "iteration": 7679, "loss_box_reg": 0.009663608041591942, "loss_cls": 0.03709611325757578, "loss_rpn_cls": 0.0014572260442378138, "loss_rpn_loc": 0.0020479989452724112, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5223374017514288, "total_loss": 0.0503878057911038}
{"data_time": 0.0037516625598073006, "eta_seconds": 16758.9627891602, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8793604651162791, "iteration": 7699, "loss_box_reg": 0.010211638873443007, "loss_cls": 0.03759669361170381, "loss_rpn_cls": 0.0010806736079302937, "loss_rpn_loc": 0.001611881274584448, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5256900067906827, "total_loss": 0.05099670946719925}
{"data_time": 0.0033898460678756237, "eta_seconds": 16749.101521435194, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22195121951219512, "fast_rcnn/fg_cls_accuracy": 0.7780487804878049, "iteration": 7719, "loss_box_reg": 0.009161690599285066, "loss_cls": 0.03543426201213151, "loss_rpn_cls": 0.0008827852013837401, "loss_rpn_loc": 0.001524484501715051, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5235997256822884, "total_loss": 0.047682343918722836}
{"data_time": 0.00347299687564373, "eta_seconds": 16738.724456585012, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13731144631765752, "fast_rcnn/fg_cls_accuracy": 0.8626885536823425, "iteration": 7739, "loss_box_reg": 0.009389953134814277, "loss_cls": 0.03908714180579409, "loss_rpn_cls": 0.0011185287393118415, "loss_rpn_loc": 0.001770195094650262, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5185518625658005, "total_loss": 0.05091751506353148}
{"data_time": 0.0036056137178093195, "eta_seconds": 16734.27480396931, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.16382575757575757, "fast_rcnn/fg_cls_accuracy": 0.8361742424242424, "iteration": 7759, "loss_box_reg": 0.009129870304604992, "loss_cls": 0.037840395903913304, "loss_rpn_cls": 0.0009400933449796867, "loss_rpn_loc": 0.0018139370731660165, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5301765350159258, "total_loss": 0.050728246330891125}
{"data_time": 0.003877076553180814, "eta_seconds": 16734.04046106874, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2041343669250646, "fast_rcnn/fg_cls_accuracy": 0.7698412698412698, "iteration": 7779, "loss_box_reg": 0.009597808850230649, "loss_cls": 0.03810327828978188, "loss_rpn_cls": 0.0012781188246151487, "loss_rpn_loc": 0.001635541149880737, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207694165874273, "total_loss": 0.05026759993086216}
{"data_time": 0.0037862700410187244, "eta_seconds": 16713.100627129897, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17216117216117216, "fast_rcnn/fg_cls_accuracy": 0.8278388278388278, "iteration": 7799, "loss_box_reg": 0.009403481992194429, "loss_cls": 0.038211456150747836, "loss_rpn_cls": 0.001297701896419312, "loss_rpn_loc": 0.0014033295738045126, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5170136655215174, "total_loss": 0.05091583001376421}
{"data_time": 0.003901771968230605, "eta_seconds": 16702.720141662285, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.0952921157118548, "fast_rcnn/fg_cls_accuracy": 0.9047078842881452, "iteration": 7819, "loss_box_reg": 0.0092279810924083, "loss_cls": 0.034894234588136896, "loss_rpn_cls": 0.0008153521995382107, "loss_rpn_loc": 0.001610452472959878, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174084985628724, "total_loss": 0.046210473329324486}
{"data_time": 0.0037556414026767015, "eta_seconds": 16692.339656194672, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24761904761904763, "fast_rcnn/fg_cls_accuracy": 0.745045045045045, "iteration": 7839, "loss_box_reg": 0.008775142341619357, "loss_cls": 0.03565359639469534, "loss_rpn_cls": 0.0009139611025261729, "loss_rpn_loc": 0.0013638302680192282, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5186237404122949, "total_loss": 0.046591827927386475}
{"data_time": 0.0035318967420607805, "eta_seconds": 16693.188603230985, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8616118769883351, "iteration": 7859, "loss_box_reg": 0.008816422516247258, "loss_cls": 0.03621303883846849, "loss_rpn_cls": 0.0008126588213031027, "loss_rpn_loc": 0.0013295816206664313, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5279349670745432, "total_loss": 0.04789603261963293}
{"data_time": 0.0045619504526257515, "eta_seconds": 16689.412878893316, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 7879, "loss_box_reg": 0.009503144567133859, "loss_cls": 0.035128300718497485, "loss_rpn_cls": 0.0006458296446680833, "loss_rpn_loc": 0.0016972063895082101, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5251245906110853, "total_loss": 0.0469443088902608}
{"data_time": 0.004203481134027243, "eta_seconds": 16689.564840008272, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.7817460317460317, "iteration": 7899, "loss_box_reg": 0.009796060156077147, "loss_cls": 0.03848644666140899, "loss_rpn_cls": 0.0014222438765045808, "loss_rpn_loc": 0.0021346699431887828, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5291317738592625, "total_loss": 0.05048673345315535}
{"data_time": 0.004491149913519621, "eta_seconds": 16688.16300901235, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1441025641025641, "fast_rcnn/fg_cls_accuracy": 0.8558974358974358, "iteration": 7919, "loss_box_reg": 0.009796190308406949, "loss_cls": 0.036069219204364344, "loss_rpn_cls": 0.0009902823032916785, "loss_rpn_loc": 0.0015350933153968072, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5276957924943417, "total_loss": 0.04876302697061874}
{"data_time": 0.00424263346940279, "eta_seconds": 16674.035173268057, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21260683760683763, "fast_rcnn/fg_cls_accuracy": 0.7873931623931625, "iteration": 7939, "loss_box_reg": 0.009638628864195198, "loss_cls": 0.035236828261986375, "loss_rpn_cls": 0.0012159568667584608, "loss_rpn_loc": 0.0017202353046741337, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.521896327380091, "total_loss": 0.047150030194757164}
{"data_time": 0.00412077154032886, "eta_seconds": 16663.63372903783, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.814437984496124, "iteration": 7959, "loss_box_reg": 0.008799373783404008, "loss_cls": 0.03632549548638053, "loss_rpn_cls": 0.0011020088181794563, "loss_rpn_loc": 0.001615050225154846, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5088128624483943, "total_loss": 0.047517447584937145}
{"data_time": 0.00482009700499475, "eta_seconds": 16647.972204663558, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15546942291128338, "fast_rcnn/fg_cls_accuracy": 0.8445305770887166, "iteration": 7979, "loss_box_reg": 0.009423974232049659, "loss_cls": 0.03919627398136072, "loss_rpn_cls": 0.0009289739525115692, "loss_rpn_loc": 0.0015167880883382168, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5123746108729392, "total_loss": 0.05155798940461409}
{"data_time": 0.004165655001997948, "eta_seconds": 16640.53657865594, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 7999, "loss_box_reg": 0.009334264672361314, "loss_cls": 0.034067189146298915, "loss_rpn_cls": 0.0006142130054911377, "loss_rpn_loc": 0.0015323186689784052, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5207789137493819, "total_loss": 0.04601028624858827}
{"data_time": 0.004462780896574259, "eta_seconds": 16636.14417228964, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18881412952060556, "fast_rcnn/fg_cls_accuracy": 0.8048780487804879, "iteration": 8019, "loss_box_reg": 0.009406481811311096, "loss_cls": 0.038510742742801085, "loss_rpn_cls": 0.0008149685950229468, "loss_rpn_loc": 0.0017087417563743657, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.52379214996472, "total_loss": 0.050442578992715426}
{"data_time": 0.004324325593188405, "eta_seconds": 16622.22320964071, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14413265306122447, "fast_rcnn/fg_cls_accuracy": 0.8558673469387755, "iteration": 8039, "loss_box_reg": 0.00922618349432014, "loss_cls": 0.03639531211229041, "loss_rpn_cls": 0.0007182183953773347, "loss_rpn_loc": 0.0013374482059589354, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5230401516892016, "total_loss": 0.047133848533576383}
{"data_time": 0.0047332418616861105, "eta_seconds": 16609.336547571933, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.18125, "fast_rcnn/fg_cls_accuracy": 0.81875, "iteration": 8059, "loss_box_reg": 0.009029957582242787, "loss_cls": 0.03636417651432566, "loss_rpn_cls": 0.0005689810878379831, "loss_rpn_loc": 0.0017315363002126105, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176413981243968, "total_loss": 0.04833997739814322}
{"data_time": 0.004441977012902498, "eta_seconds": 16607.32668106258, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18348348348348348, "fast_rcnn/fg_cls_accuracy": 0.8165165165165165, "iteration": 8079, "loss_box_reg": 0.008768055806285702, "loss_cls": 0.03557180619100109, "loss_rpn_cls": 0.0006902302525304549, "loss_rpn_loc": 0.0013388543811743148, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.523958214558661, "total_loss": 0.046684220422719136}
{"data_time": 0.004298410378396511, "eta_seconds": 16591.018510395428, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.15587044534412955, "fast_rcnn/fg_cls_accuracy": 0.8238304093567251, "iteration": 8099, "loss_box_reg": 0.009488366486039013, "loss_cls": 0.036818329128436744, "loss_rpn_cls": 0.0009288799459454822, "loss_rpn_loc": 0.0014220149114407832, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5158586222678423, "total_loss": 0.048676733897536906}
{"data_time": 0.004731456516310573, "eta_seconds": 16584.125335566932, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1810810810810811, "fast_rcnn/fg_cls_accuracy": 0.818918918918919, "iteration": 8119, "loss_box_reg": 0.009682028496172279, "loss_cls": 0.03545185091206804, "loss_rpn_cls": 0.0009478315693058903, "loss_rpn_loc": 0.0016185978129215073, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5216005980037153, "total_loss": 0.0482794814700469}
{"data_time": 0.004307811846956611, "eta_seconds": 16585.939935632283, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10205831903945112, "fast_rcnn/fg_cls_accuracy": 0.8979416809605489, "iteration": 8139, "loss_box_reg": 0.009525611720164306, "loss_cls": 0.03607987560098991, "loss_rpn_cls": 0.0005948346810100702, "loss_rpn_loc": 0.0016452488634968176, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186021195258945, "total_loss": 0.04801539936408972}
{"data_time": 0.0043441555462777615, "eta_seconds": 16585.98502165638, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12363834422657952, "fast_rcnn/fg_cls_accuracy": 0.8763616557734204, "iteration": 8159, "loss_box_reg": 0.009249317838111892, "loss_cls": 0.039081435796106234, "loss_rpn_cls": 0.00106351851763975, "loss_rpn_loc": 0.0014808113883191254, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225411215797067, "total_loss": 0.051288351615539796}
{"data_time": 0.00411579548381269, "eta_seconds": 16577.92443346395, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 8179, "loss_box_reg": 0.009309185115853325, "loss_cls": 0.03254921571351588, "loss_rpn_cls": 0.0007461720183812304, "loss_rpn_loc": 0.0014342171962198336, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5248245585244149, "total_loss": 0.04604334399914478}
{"data_time": 0.004500637296587229, "eta_seconds": 16567.50494668889, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17151767151767153, "fast_rcnn/fg_cls_accuracy": 0.8284823284823285, "iteration": 8199, "loss_box_reg": 0.008798444032436237, "loss_cls": 0.037668140459572896, "loss_rpn_cls": 0.0008484622478590609, "loss_rpn_loc": 0.001906956033053575, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5297393465880305, "total_loss": 0.04983822835367846}
{"data_time": 0.003924838965758681, "eta_seconds": 16554.73100635223, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22712418300653597, "fast_rcnn/fg_cls_accuracy": 0.772875816993464, "iteration": 8219, "loss_box_reg": 0.008626976778032258, "loss_cls": 0.03490314932423644, "loss_rpn_cls": 0.0012785566573256801, "loss_rpn_loc": 0.0015696385034971172, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5207309469114989, "total_loss": 0.0477592023012221}
{"data_time": 0.0050257055554538965, "eta_seconds": 16546.665973138763, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21008403361344535, "fast_rcnn/fg_cls_accuracy": 0.7899159663865546, "iteration": 8239, "loss_box_reg": 0.009489318064879626, "loss_cls": 0.03671078971819952, "loss_rpn_cls": 0.0009521419235341, "loss_rpn_loc": 0.0012319105917413253, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5213311591651291, "total_loss": 0.049600930571727986}
{"data_time": 0.00424545188434422, "eta_seconds": 16539.593646489317, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18803418803418803, "fast_rcnn/fg_cls_accuracy": 0.811965811965812, "iteration": 8259, "loss_box_reg": 0.008656809775857255, "loss_cls": 0.035356059786863625, "loss_rpn_cls": 0.0010052125069250906, "loss_rpn_loc": 0.0014016826771694468, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235086204484105, "total_loss": 0.04699649090287039}
{"data_time": 0.00432349368929863, "eta_seconds": 16525.826999588637, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23246753246753246, "fast_rcnn/fg_cls_accuracy": 0.7675324675324675, "iteration": 8279, "loss_box_reg": 0.008927830640459433, "loss_cls": 0.03515398930176161, "loss_rpn_cls": 0.0008315608750990577, "loss_rpn_loc": 0.0014616304888477316, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211976140271872, "total_loss": 0.04893587868718896}
{"data_time": 0.0038699060678482056, "eta_seconds": 16518.750454848865, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17995689655172414, "fast_rcnn/fg_cls_accuracy": 0.8200431034482758, "iteration": 8299, "loss_box_reg": 0.009172026591841131, "loss_cls": 0.03630511718802154, "loss_rpn_cls": 0.0008746500361667131, "loss_rpn_loc": 0.0014089506403252017, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225225375033915, "total_loss": 0.04899189012257921}
{"data_time": 0.003667272627353668, "eta_seconds": 16523.81168446853, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1550171526586621, "fast_rcnn/fg_cls_accuracy": 0.8449828473413379, "iteration": 8319, "loss_box_reg": 0.00888863013824448, "loss_cls": 0.03292676486307755, "loss_rpn_cls": 0.0007634464227521676, "loss_rpn_loc": 0.0014316095621325076, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5278231168631464, "total_loss": 0.04562621040651038}
{"data_time": 0.003663705661892891, "eta_seconds": 16513.38031444582, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18016581632653061, "fast_rcnn/fg_cls_accuracy": 0.7933080208827716, "iteration": 8339, "loss_box_reg": 0.009412719315150753, "loss_cls": 0.03777112075476907, "loss_rpn_cls": 0.001120676289815492, "loss_rpn_loc": 0.0018938574194180546, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5251649729907513, "total_loss": 0.05221502476160822}
{"data_time": 0.003678105305880308, "eta_seconds": 16502.948944423115, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15, "fast_rcnn/fg_cls_accuracy": 0.8500000000000001, "iteration": 8359, "loss_box_reg": 0.008528914157068357, "loss_cls": 0.0369132325577084, "loss_rpn_cls": 0.0011636110054951132, "loss_rpn_loc": 0.0012347701667749789, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5239011184312403, "total_loss": 0.047820333040135665}
{"data_time": 0.0037245412822812796, "eta_seconds": 16491.865101939067, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1791936286709806, "fast_rcnn/fg_cls_accuracy": 0.8208063713290195, "iteration": 8379, "loss_box_reg": 0.008923012734157965, "loss_cls": 0.037681238376535475, "loss_rpn_cls": 0.0009657801653020215, "loss_rpn_loc": 0.0017327730965916999, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5252260058186948, "total_loss": 0.0498714102814688}
{"data_time": 0.003709548618644476, "eta_seconds": 16481.434144599363, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 8399, "loss_box_reg": 0.009134797292063013, "loss_cls": 0.035166333051165566, "loss_rpn_cls": 0.0006552820834997419, "loss_rpn_loc": 0.0015219611195789184, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5206079855561256, "total_loss": 0.0470122028498281}
{"data_time": 0.003390729892998934, "eta_seconds": 16474.108626886038, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2108927108927109, "fast_rcnn/fg_cls_accuracy": 0.7351190476190477, "iteration": 8419, "loss_box_reg": 0.008642378321383148, "loss_cls": 0.037635630258591846, "loss_rpn_cls": 0.0005619100821832035, "loss_rpn_loc": 0.0013568525846494595, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5279107524547726, "total_loss": 0.050878078987807385}
{"data_time": 0.003378314897418022, "eta_seconds": 16463.29255164275, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 8439, "loss_box_reg": 0.009229988820152357, "loss_cls": 0.03778206359129399, "loss_rpn_cls": 0.0004296653030451125, "loss_rpn_loc": 0.0013070785062154755, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5129722303245217, "total_loss": 0.049294857955658244}
{"data_time": 0.003469106275588274, "eta_seconds": 16453.242778905435, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.253315649867374, "fast_rcnn/fg_cls_accuracy": 0.7454022988505747, "iteration": 8459, "loss_box_reg": 0.009080925869056955, "loss_cls": 0.03402728520450182, "loss_rpn_cls": 0.0009429519433297173, "loss_rpn_loc": 0.001585510341101326, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188196294475347, "total_loss": 0.04775121648924596}
{"data_time": 0.003554480616003275, "eta_seconds": 16442.296421986073, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15307486631016043, "fast_rcnn/fg_cls_accuracy": 0.8469251336898396, "iteration": 8479, "loss_box_reg": 0.00898571903235279, "loss_cls": 0.03442371793789789, "loss_rpn_cls": 0.0011005075258481156, "loss_rpn_loc": 0.001351591896309401, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188480995129794, "total_loss": 0.0465371332812623}
{"data_time": 0.0034503370989114046, "eta_seconds": 16432.37693092483, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8416666666666667, "iteration": 8499, "loss_box_reg": 0.009045528713613749, "loss_cls": 0.03608420991804451, "loss_rpn_cls": 0.0010698436125267108, "loss_rpn_loc": 0.0013564350010710768, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5221321927383542, "total_loss": 0.0487163078391859}
{"data_time": 0.003652949118986726, "eta_seconds": 16421.94400693453, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1652759948652118, "fast_rcnn/fg_cls_accuracy": 0.8347240051347882, "iteration": 8519, "loss_box_reg": 0.008881352114258334, "loss_cls": 0.03417261777212843, "loss_rpn_cls": 0.0007919020520148479, "loss_rpn_loc": 0.0014311382728919853, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5105557430069894, "total_loss": 0.0478190312641118}
{"data_time": 0.0035866284742951393, "eta_seconds": 16418.930170638487, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20595238095238094, "fast_rcnn/fg_cls_accuracy": 0.7739583333333333, "iteration": 8539, "loss_box_reg": 0.008681805426022038, "loss_cls": 0.034581033600261435, "loss_rpn_cls": 0.0007875589631964885, "loss_rpn_loc": 0.0015696496975579066, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5319747084286064, "total_loss": 0.04710392380138728}
{"data_time": 0.003581010503694415, "eta_seconds": 16417.877451083157, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16575154426904598, "fast_rcnn/fg_cls_accuracy": 0.8208689458689458, "iteration": 8559, "loss_box_reg": 0.00848921958822757, "loss_cls": 0.03878275802708231, "loss_rpn_cls": 0.0007987059912011318, "loss_rpn_loc": 0.0017130036430899054, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258565081749111, "total_loss": 0.049687031836697315}
{"data_time": 0.0035792349372059107, "eta_seconds": 16413.950664407806, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8404796511627908, "iteration": 8579, "loss_box_reg": 0.008368552749743685, "loss_cls": 0.035176032775780186, "loss_rpn_cls": 0.0009485055859386193, "loss_rpn_loc": 0.001676350455454667, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5246570829767734, "total_loss": 0.04780588239810868}
{"data_time": 0.0034812556114047766, "eta_seconds": 16415.18877306464, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11694152923538231, "fast_rcnn/fg_cls_accuracy": 0.8830584707646176, "iteration": 8599, "loss_box_reg": 0.008764603844610974, "loss_cls": 0.03445252191158943, "loss_rpn_cls": 0.0009270022815428547, "loss_rpn_loc": 0.001657871554925805, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5207924270071089, "total_loss": 0.046922344628342216}
{"data_time": 0.0034951248671859503, "eta_seconds": 16402.10261839279, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18888888888888888, "fast_rcnn/fg_cls_accuracy": 0.8111111111111111, "iteration": 8619, "loss_box_reg": 0.008786875754594803, "loss_cls": 0.03746388555737212, "loss_rpn_cls": 0.0010317203586964752, "loss_rpn_loc": 0.0012381371307128575, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5152543084695935, "total_loss": 0.0498030964176337}
{"data_time": 0.0037502520717680454, "eta_seconds": 16394.27837050031, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2406798245614035, "fast_rcnn/fg_cls_accuracy": 0.7593201754385965, "iteration": 8639, "loss_box_reg": 0.008434081071754918, "loss_cls": 0.036141197284450755, "loss_rpn_cls": 0.0009420861342732678, "loss_rpn_loc": 0.0014399726715055294, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.530115970177576, "total_loss": 0.04837675925887197}
{"data_time": 0.003896611975505948, "eta_seconds": 16389.32357484335, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17545787545787545, "fast_rcnn/fg_cls_accuracy": 0.8245421245421245, "iteration": 8659, "loss_box_reg": 0.00839362948318012, "loss_cls": 0.03495051295612939, "loss_rpn_cls": 0.0007842985748993669, "loss_rpn_loc": 0.001735351914248895, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5153009814675897, "total_loss": 0.045659231117497256}
{"data_time": 0.0035494775511324406, "eta_seconds": 16376.035151882796, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18276684555754324, "fast_rcnn/fg_cls_accuracy": 0.8040355677154583, "iteration": 8679, "loss_box_reg": 0.008790138264885172, "loss_cls": 0.03692956472514197, "loss_rpn_cls": 0.0010005661018794854, "loss_rpn_loc": 0.0016479903479194036, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203484718222171, "total_loss": 0.04922110346797126}
{"data_time": 0.003473266027867794, "eta_seconds": 16351.321280410746, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1144159791576205, "fast_rcnn/fg_cls_accuracy": 0.8855840208423795, "iteration": 8699, "loss_box_reg": 0.00911902854568325, "loss_cls": 0.03796730891917832, "loss_rpn_cls": 0.0013548329955028748, "loss_rpn_loc": 0.0017476887642260408, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171013150829822, "total_loss": 0.051277360410040274}
{"data_time": 0.0037447819486260414, "eta_seconds": 16340.737377611222, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15692307692307694, "fast_rcnn/fg_cls_accuracy": 0.8300536672629696, "iteration": 8719, "loss_box_reg": 0.008956569043220952, "loss_cls": 0.03786359663354233, "loss_rpn_cls": 0.0010772884214702572, "loss_rpn_loc": 0.001748547063471051, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5194777958095074, "total_loss": 0.05066791941851534}
{"data_time": 0.003311409382149577, "eta_seconds": 16331.41084556561, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13208369659982563, "fast_rcnn/fg_cls_accuracy": 0.8679163034001744, "iteration": 8739, "loss_box_reg": 0.008958446967881173, "loss_cls": 0.03633084340253845, "loss_rpn_cls": 0.0009970451405934, "loss_rpn_loc": 0.0017104628077504458, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5249869432300329, "total_loss": 0.04804874240380741}
{"data_time": 0.003684388007968664, "eta_seconds": 16318.800381331239, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1935897435897436, "fast_rcnn/fg_cls_accuracy": 0.7649122807017544, "iteration": 8759, "loss_box_reg": 0.009263901534723118, "loss_cls": 0.03508099779719487, "loss_rpn_cls": 0.0005570753127130956, "loss_rpn_loc": 0.0015602398889313918, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250633845571429, "total_loss": 0.045777591084174674}
{"data_time": 0.0035844123922288418, "eta_seconds": 16310.513995374553, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.10692002268859899, "fast_rcnn/fg_cls_accuracy": 0.8863049095607235, "iteration": 8779, "loss_box_reg": 0.00866031099576503, "loss_cls": 0.034006940870312974, "loss_rpn_cls": 0.0008014325478598039, "loss_rpn_loc": 0.001486656607085024, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244466930162162, "total_loss": 0.047512424233758566}
{"data_time": 0.003477654419839382, "eta_seconds": 16304.644996622577, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15546942291128338, "fast_rcnn/fg_cls_accuracy": 0.8445305770887166, "iteration": 8799, "loss_box_reg": 0.008755657472647727, "loss_cls": 0.03345736366463825, "loss_rpn_cls": 0.0009657222520900177, "loss_rpn_loc": 0.0013496188475983217, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191328530199826, "total_loss": 0.04503966513789237}
{"data_time": 0.0035401948262006044, "eta_seconds": 16302.836821010103, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1298920377867746, "fast_rcnn/fg_cls_accuracy": 0.8701079622132254, "iteration": 8819, "loss_box_reg": 0.008748471911530942, "loss_cls": 0.03384479318629019, "loss_rpn_cls": 0.0008247650152668484, "loss_rpn_loc": 0.0019698455471370835, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5259654112160206, "total_loss": 0.04599170288804544}
{"data_time": 0.0035014937166124582, "eta_seconds": 16295.195172958542, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14599894011658718, "fast_rcnn/fg_cls_accuracy": 0.8540010598834129, "iteration": 8839, "loss_box_reg": 0.008815477573079988, "loss_cls": 0.03474309606826864, "loss_rpn_cls": 0.0005974448588403902, "loss_rpn_loc": 0.0015201826990960399, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5291923522017896, "total_loss": 0.0453631449202021}
{"data_time": 0.0034277355298399925, "eta_seconds": 16281.923012189334, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.0893687707641196, "fast_rcnn/fg_cls_accuracy": 0.8979328165374676, "iteration": 8859, "loss_box_reg": 0.008755876595387235, "loss_cls": 0.03552345756907016, "loss_rpn_cls": 0.0008350911496108893, "loss_rpn_loc": 0.0014359674987645121, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5134003341663629, "total_loss": 0.047825567877566755}
{"data_time": 0.0036271216813474894, "eta_seconds": 16264.646506411722, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05347222222222223, "fast_rcnn/fg_cls_accuracy": 0.9465277777777779, "iteration": 8879, "loss_box_reg": 0.008390538045205176, "loss_cls": 0.03693652030779049, "loss_rpn_cls": 0.0006658220819417693, "loss_rpn_loc": 0.00153840897110058, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5173790249973536, "total_loss": 0.048146398407084234}
{"data_time": 0.0035508861765265465, "eta_seconds": 16240.332637690706, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6984848484848485, "iteration": 8899, "loss_box_reg": 0.008549674035748467, "loss_cls": 0.03659887326648459, "loss_rpn_cls": 0.0011481780727535806, "loss_rpn_loc": 0.0015559889452561038, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5103744240477681, "total_loss": 0.048290829721622686}
{"data_time": 0.0037457721773535013, "eta_seconds": 16223.112422746839, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1284722222222222, "fast_rcnn/fg_cls_accuracy": 0.8715277777777777, "iteration": 8919, "loss_box_reg": 0.008558597968658432, "loss_cls": 0.0371004668995738, "loss_rpn_cls": 0.0009225601850175735, "loss_rpn_loc": 0.0013786933068331564, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5272484659217298, "total_loss": 0.049314119783502974}
{"data_time": 0.003517457051202655, "eta_seconds": 16210.17736340873, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17573529411764705, "fast_rcnn/fg_cls_accuracy": 0.8242647058823529, "iteration": 8939, "loss_box_reg": 0.008735031908145174, "loss_cls": 0.03703294135630131, "loss_rpn_cls": 0.0008989867146880215, "loss_rpn_loc": 0.001555547620228026, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5183465252630413, "total_loss": 0.05044985525955781}
{"data_time": 0.003362708492204547, "eta_seconds": 16199.739723047242, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17230443974630022, "fast_rcnn/fg_cls_accuracy": 0.8276955602536998, "iteration": 8959, "loss_box_reg": 0.008599282271461561, "loss_cls": 0.033394924394087866, "loss_rpn_cls": 0.001050651790592383, "loss_rpn_loc": 0.001504420506535098, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5153812221251428, "total_loss": 0.0446487379510927}
{"data_time": 0.003738192142918706, "eta_seconds": 16194.628837021999, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13226744186046513, "fast_rcnn/fg_cls_accuracy": 0.8677325581395349, "iteration": 8979, "loss_box_reg": 0.008623810164863244, "loss_cls": 0.03514252629247494, "loss_rpn_cls": 0.0009686609835171112, "loss_rpn_loc": 0.0018593720287753968, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188610616605729, "total_loss": 0.047375060609738284}
{"data_time": 0.003404654562473297, "eta_seconds": 16189.452436308144, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2670311185870479, "fast_rcnn/fg_cls_accuracy": 0.732968881412952, "iteration": 8999, "loss_box_reg": 0.008890232857083902, "loss_cls": 0.036242227419279516, "loss_rpn_cls": 0.0008439813723271072, "loss_rpn_loc": 0.0012963463705091272, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5139824396464974, "total_loss": 0.04799088115828454}
{"data_time": 0.003564941929653287, "eta_seconds": 16168.426801962778, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20638297872340428, "fast_rcnn/fg_cls_accuracy": 0.7936170212765958, "iteration": 9019, "loss_box_reg": 0.008510316023603082, "loss_cls": 0.03670407916069962, "loss_rpn_cls": 0.0006781828449220484, "loss_rpn_loc": 0.0020110587538511027, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5191905358806252, "total_loss": 0.0477091886456833}
{"data_time": 0.0035321784671396017, "eta_seconds": 16151.627582802903, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19464656964656965, "fast_rcnn/fg_cls_accuracy": 0.8053534303534303, "iteration": 9039, "loss_box_reg": 0.008568694902351126, "loss_cls": 0.0349921649612952, "loss_rpn_cls": 0.0009773840631623898, "loss_rpn_loc": 0.0018693250858632382, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5107528928201646, "total_loss": 0.04793245264909274}
{"data_time": 0.0038348957896232605, "eta_seconds": 16147.551521239802, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2060226595110316, "fast_rcnn/fg_cls_accuracy": 0.7939773404889684, "iteration": 9059, "loss_box_reg": 0.008940555475419387, "loss_cls": 0.0333849256276153, "loss_rpn_cls": 0.000540894942560044, "loss_rpn_loc": 0.0018770887963910354, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5271885229740292, "total_loss": 0.0448088109739615}
{"data_time": 0.0037630165461450815, "eta_seconds": 16135.573240221245, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2982905982905983, "fast_rcnn/fg_cls_accuracy": 0.6836538461538462, "iteration": 9079, "loss_box_reg": 0.008865606650942937, "loss_cls": 0.03618287423159927, "loss_rpn_cls": 0.0010660722608690776, "loss_rpn_loc": 0.0016715468518668786, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5285035423003137, "total_loss": 0.04783367401751093}
{"data_time": 0.0037652458995580673, "eta_seconds": 16137.230080783134, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2572373862696443, "fast_rcnn/fg_cls_accuracy": 0.7273504273504274, "iteration": 9099, "loss_box_reg": 0.008740271208807826, "loss_cls": 0.03593857053783722, "loss_rpn_cls": 0.000974658255245231, "loss_rpn_loc": 0.0016976576152956113, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267797249834985, "total_loss": 0.04868746060014928}
{"data_time": 0.0034045891370624304, "eta_seconds": 16126.785609678132, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13653308480894688, "fast_rcnn/fg_cls_accuracy": 0.8634669151910531, "iteration": 9119, "loss_box_reg": 0.008837954286718741, "loss_cls": 0.033996079582720995, "loss_rpn_cls": 0.0005601497911129627, "loss_rpn_loc": 0.0012295564920350444, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5230137000326067, "total_loss": 0.04490237022685051}
{"data_time": 0.003351961961016059, "eta_seconds": 16116.34113857313, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1125, "fast_rcnn/fg_cls_accuracy": 0.8875, "iteration": 9139, "loss_box_reg": 0.008235069166403264, "loss_cls": 0.03684495610650629, "loss_rpn_cls": 0.001208006078059043, "loss_rpn_loc": 0.0016749632159189787, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5218024041969329, "total_loss": 0.04749894745424399}
{"data_time": 0.003442537970840931, "eta_seconds": 16095.363319432363, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08336951801997394, "fast_rcnn/fg_cls_accuracy": 0.9166304819800261, "iteration": 9159, "loss_box_reg": 0.00888652674620971, "loss_cls": 0.03472611459437758, "loss_rpn_cls": 0.0008120320717353025, "loss_rpn_loc": 0.0018202234350610524, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5148657588288188, "total_loss": 0.04683791778484192}
{"data_time": 0.0032978791277855635, "eta_seconds": 16076.484808537178, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.22608695652173913, "fast_rcnn/fg_cls_accuracy": 0.7739130434782608, "iteration": 9179, "loss_box_reg": 0.009002265927847475, "loss_cls": 0.03545773585210554, "loss_rpn_cls": 0.0007908839796755274, "loss_rpn_loc": 0.0013623619634017814, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5178659439552575, "total_loss": 0.0479915728413971}
{"data_time": 0.003644027980044484, "eta_seconds": 16066.052645525895, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18282988871224165, "fast_rcnn/fg_cls_accuracy": 0.8171701112877583, "iteration": 9199, "loss_box_reg": 0.008891388279153034, "loss_cls": 0.03618546616053209, "loss_rpn_cls": 0.0006968352900003083, "loss_rpn_loc": 0.001403986996592721, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5240582474507391, "total_loss": 0.0488038437376872}
{"data_time": 0.003828006098046899, "eta_seconds": 16054.516170793213, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1625, "fast_rcnn/fg_cls_accuracy": 0.8375, "iteration": 9219, "loss_box_reg": 0.008926746057113633, "loss_cls": 0.03804360420326702, "loss_rpn_cls": 0.0010942750424760561, "loss_rpn_loc": 0.001722888722724747, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094052751082927, "total_loss": 0.0493385866823246}
{"data_time": 0.003673536004498601, "eta_seconds": 16034.953315597493, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.20673076923076922, "fast_rcnn/fg_cls_accuracy": 0.7932692307692307, "iteration": 9239, "loss_box_reg": 0.008188902196707204, "loss_cls": 0.03644926944980398, "loss_rpn_cls": 0.0007581698098135803, "loss_rpn_loc": 0.0015141794247028884, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.507252276642248, "total_loss": 0.047160041735764935}
{"data_time": 0.0036201628390699625, "eta_seconds": 16012.206062015612, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.1650219298245614, "fast_rcnn/fg_cls_accuracy": 0.8349780701754386, "iteration": 9259, "loss_box_reg": 0.008895298524294049, "loss_cls": 0.03590757414349355, "loss_rpn_cls": 0.0006471644909424867, "loss_rpn_loc": 0.0016583326396357734, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5159492660313845, "total_loss": 0.046935813859022346}
{"data_time": 0.003526772605255246, "eta_seconds": 16008.900753840106, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20185185185185184, "fast_rcnn/fg_cls_accuracy": 0.7981481481481482, "iteration": 9279, "loss_box_reg": 0.00880442769266665, "loss_cls": 0.0349314191553276, "loss_rpn_cls": 0.0009518450141285939, "loss_rpn_loc": 0.0015199622393993195, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5238711345009506, "total_loss": 0.04662916463780675}
{"data_time": 0.0037621574010699987, "eta_seconds": 16003.676790161524, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3088235294117647, "fast_rcnn/fg_cls_accuracy": 0.6911764705882353, "iteration": 9299, "loss_box_reg": 0.008765482576563954, "loss_cls": 0.03659077166230418, "loss_rpn_cls": 0.0007038116559101582, "loss_rpn_loc": 0.0013767446107522119, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5258408875670284, "total_loss": 0.048096306340937645}
{"data_time": 0.003708131378516555, "eta_seconds": 15993.251281682868, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21689895470383275, "fast_rcnn/fg_cls_accuracy": 0.7831010452961673, "iteration": 9319, "loss_box_reg": 0.008709434885531664, "loss_cls": 0.035085836512735114, "loss_rpn_cls": 0.0006324390966483406, "loss_rpn_loc": 0.0016209009354497539, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5262598763220012, "total_loss": 0.04757947205143864}
{"data_time": 0.0034302789717912674, "eta_seconds": 15977.63438734063, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1854575163398693, "fast_rcnn/fg_cls_accuracy": 0.8145424836601307, "iteration": 9339, "loss_box_reg": 0.00891840536496602, "loss_cls": 0.03695861983578652, "loss_rpn_cls": 0.000875969734465798, "loss_rpn_loc": 0.0013155076976545388, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5204945295117795, "total_loss": 0.046539094456989005}
{"data_time": 0.0035650250501930714, "eta_seconds": 15958.687410345068, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23930481283422458, "fast_rcnn/fg_cls_accuracy": 0.7606951871657754, "iteration": 9359, "loss_box_reg": 0.008870597433997318, "loss_cls": 0.03790411041700281, "loss_rpn_cls": 0.0008103198966864511, "loss_rpn_loc": 0.0011958691920881392, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5061207043472677, "total_loss": 0.04832263584864904}
{"data_time": 0.0036242741625756025, "eta_seconds": 15948.270852523623, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08712121212121213, "fast_rcnn/fg_cls_accuracy": 0.9128787878787878, "iteration": 9379, "loss_box_reg": 0.008237885136622936, "loss_cls": 0.03480209651752375, "loss_rpn_cls": 0.001035075908816907, "loss_rpn_loc": 0.0012616321073437575, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5228244906757027, "total_loss": 0.045478763133132816}
{"data_time": 0.0034689619205892086, "eta_seconds": 15932.428414657712, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1883445945945946, "fast_rcnn/fg_cls_accuracy": 0.8116554054054055, "iteration": 9399, "loss_box_reg": 0.009062533645192161, "loss_cls": 0.03712841757806018, "loss_rpn_cls": 0.0017937401913741269, "loss_rpn_loc": 0.0018545500952313887, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179801320191473, "total_loss": 0.05038220359915613}
{"data_time": 0.003715947037562728, "eta_seconds": 15907.36593871913, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21458333333333335, "fast_rcnn/fg_cls_accuracy": 0.7854166666666667, "iteration": 9419, "loss_box_reg": 0.008198728290153667, "loss_cls": 0.035368103912333027, "loss_rpn_cls": 0.0007975664237847013, "loss_rpn_loc": 0.0015737010071461555, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5170941657852381, "total_loss": 0.04602048015681248}
{"data_time": 0.003649552119895816, "eta_seconds": 15911.602391436696, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14983164983164982, "fast_rcnn/fg_cls_accuracy": 0.8501683501683501, "iteration": 9439, "loss_box_reg": 0.008317617903230712, "loss_cls": 0.03727935458300635, "loss_rpn_cls": 0.000993227654760176, "loss_rpn_loc": 0.0014160325972625287, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5268212009686977, "total_loss": 0.04764483000326436}
{"data_time": 0.003636589040979743, "eta_seconds": 15906.604621237842, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11324786324786325, "fast_rcnn/fg_cls_accuracy": 0.8784779050736498, "iteration": 9459, "loss_box_reg": 0.009030772576807067, "loss_cls": 0.035632629063911736, "loss_rpn_cls": 0.0010177114834277745, "loss_rpn_loc": 0.0017875744433695218, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5220720779616386, "total_loss": 0.04900151197261948}
{"data_time": 0.0035132491029798985, "eta_seconds": 15885.465339785209, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 9479, "loss_box_reg": 0.008490697800880298, "loss_cls": 0.036596773104975, "loss_rpn_cls": 0.0008469304812024347, "loss_rpn_loc": 0.0014301718256319873, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505792738404125, "total_loss": 0.04754373022581149}
{"data_time": 0.003964537056162953, "eta_seconds": 15871.148739049444, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11653116531165311, "fast_rcnn/fg_cls_accuracy": 0.8758169934640523, "iteration": 9499, "loss_box_reg": 0.008578838605899364, "loss_cls": 0.036379031371325254, "loss_rpn_cls": 0.000533831038126209, "loss_rpn_loc": 0.0014962266759539489, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5178580014035106, "total_loss": 0.04703361123404193}
{"data_time": 0.003538088873028755, "eta_seconds": 15875.354947773507, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.144916142557652, "fast_rcnn/fg_cls_accuracy": 0.855083857442348, "iteration": 9519, "loss_box_reg": 0.008228402206441388, "loss_cls": 0.03479674391564913, "loss_rpn_cls": 0.001285576274426603, "loss_rpn_loc": 0.0015408301624120213, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250041747931391, "total_loss": 0.04664519694279079}
{"data_time": 0.0036643126513808966, "eta_seconds": 15850.634611039888, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2024932614555256, "fast_rcnn/fg_cls_accuracy": 0.7975067385444744, "iteration": 9539, "loss_box_reg": 0.008693302690517157, "loss_cls": 0.03852323425235227, "loss_rpn_cls": 0.0008541246877484809, "loss_rpn_loc": 0.0015267487324308604, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5101385340094566, "total_loss": 0.049767300462576713}
{"data_time": 0.0035715962294489145, "eta_seconds": 15840.227444754448, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12220009955201593, "fast_rcnn/fg_cls_accuracy": 0.8765243902439024, "iteration": 9559, "loss_box_reg": 0.008445315848803148, "loss_cls": 0.035008022328838706, "loss_rpn_cls": 0.0007397014614412001, "loss_rpn_loc": 0.0017428037954232423, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5259164234157652, "total_loss": 0.046325257681132825}
{"data_time": 0.0034752320498228073, "eta_seconds": 15829.520861303667, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22165697674418605, "fast_rcnn/fg_cls_accuracy": 0.778343023255814, "iteration": 9579, "loss_box_reg": 0.008517960843164474, "loss_cls": 0.03542475949507207, "loss_rpn_cls": 0.0010292129805975492, "loss_rpn_loc": 0.0015413228538818657, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.528381859883666, "total_loss": 0.04754304610570159}
{"data_time": 0.003499350044876337, "eta_seconds": 15819.413112183567, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1396103896103896, "fast_rcnn/fg_cls_accuracy": 0.8603896103896104, "iteration": 9599, "loss_box_reg": 0.008210402767872438, "loss_cls": 0.034752992389258, "loss_rpn_cls": 0.000862316134998764, "loss_rpn_loc": 0.001358175570203457, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5270800220314413, "total_loss": 0.04677521349856306}
{"data_time": 0.003508926834911108, "eta_seconds": 15808.706922430778, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1953658536585366, "fast_rcnn/fg_cls_accuracy": 0.8046341463414635, "iteration": 9619, "loss_box_reg": 0.008607322059106082, "loss_cls": 0.033902805094840005, "loss_rpn_cls": 0.0007503151964556309, "loss_rpn_loc": 0.0013076243249088293, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5159590430557728, "total_loss": 0.04666366450589976}
{"data_time": 0.003598355920985341, "eta_seconds": 15782.021243420662, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1525096525096525, "fast_rcnn/fg_cls_accuracy": 0.8306836248012719, "iteration": 9639, "loss_box_reg": 0.008680641127284616, "loss_cls": 0.035809747088933364, "loss_rpn_cls": 0.0008962919822579352, "loss_rpn_loc": 0.001343559615634149, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5170021960511804, "total_loss": 0.04528812227965773}
{"data_time": 0.003807853441685438, "eta_seconds": 15764.851153345546, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30065359477124187, "fast_rcnn/fg_cls_accuracy": 0.6647659063625451, "iteration": 9659, "loss_box_reg": 0.008609942684415728, "loss_cls": 0.03631946555105969, "loss_rpn_cls": 0.0007963660694372265, "loss_rpn_loc": 0.001543770571515779, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5052131661213934, "total_loss": 0.04760627346382762}
{"data_time": 0.0035981631372123957, "eta_seconds": 15754.459372485755, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.7587209302325582, "iteration": 9679, "loss_box_reg": 0.008606444142060354, "loss_cls": 0.03750701458193362, "loss_rpn_cls": 0.0006962472550071652, "loss_rpn_loc": 0.0014399635747395223, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249510568100959, "total_loss": 0.04871044252185186}
{"data_time": 0.0035298126749694347, "eta_seconds": 15744.067591625964, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.24342105263157893, "fast_rcnn/fg_cls_accuracy": 0.756578947368421, "iteration": 9699, "loss_box_reg": 0.008647247013868764, "loss_cls": 0.034903193038189784, "loss_rpn_cls": 0.0007226609482131607, "loss_rpn_loc": 0.0013590222279162845, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5164361083880067, "total_loss": 0.04521492525668691}
{"data_time": 0.0038194882217794657, "eta_seconds": 15727.3039771209, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.16954022988505746, "fast_rcnn/fg_cls_accuracy": 0.8304597701149425, "iteration": 9719, "loss_box_reg": 0.008948120404966176, "loss_cls": 0.03490050268010236, "loss_rpn_cls": 0.0011278948855988347, "loss_rpn_loc": 0.0015268884089891799, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5158661671448499, "total_loss": 0.04829948720418997}
{"data_time": 0.0034968641120940447, "eta_seconds": 15708.70008963556, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14473684210526316, "fast_rcnn/fg_cls_accuracy": 0.8552631578947368, "iteration": 9739, "loss_box_reg": 0.009175217623123899, "loss_cls": 0.0358931120717898, "loss_rpn_cls": 0.0006802778029850742, "loss_rpn_loc": 0.0015894431344349869, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174423139542341, "total_loss": 0.04740408764166659}
{"data_time": 0.003357395762577653, "eta_seconds": 15692.878095899709, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17236024844720496, "fast_rcnn/fg_cls_accuracy": 0.7512820512820513, "iteration": 9759, "loss_box_reg": 0.008694213640410453, "loss_cls": 0.038227032229769975, "loss_rpn_cls": 0.0006629781007632118, "loss_rpn_loc": 0.0016551299595448654, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5117025999352336, "total_loss": 0.049207122083885224}
{"data_time": 0.0035675500985234976, "eta_seconds": 15682.105774828466, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1477272727272727, "fast_rcnn/fg_cls_accuracy": 0.8522727272727273, "iteration": 9779, "loss_box_reg": 0.009029471024405211, "loss_cls": 0.035929526609834284, "loss_rpn_cls": 0.0006242932804525481, "loss_rpn_loc": 0.002149223171727499, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5276805174071342, "total_loss": 0.047477153489580814}
{"data_time": 0.0037045818753540516, "eta_seconds": 15671.431877566734, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14135254988913526, "fast_rcnn/fg_cls_accuracy": 0.8434959349593496, "iteration": 9799, "loss_box_reg": 0.008249780861660838, "loss_cls": 0.03432536873151548, "loss_rpn_cls": 0.000922098847468078, "loss_rpn_loc": 0.0013427988305920735, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156996524892747, "total_loss": 0.04572303677551304}
{"data_time": 0.0036122258752584457, "eta_seconds": 15661.053789505037, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22652916073968704, "fast_rcnn/fg_cls_accuracy": 0.7734708392603129, "iteration": 9819, "loss_box_reg": 0.008421696344157681, "loss_cls": 0.03720853850245476, "loss_rpn_cls": 0.0007104302454763456, "loss_rpn_loc": 0.0015270234471245203, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5253104204311967, "total_loss": 0.0484345279739955}
{"data_time": 0.003467986360192299, "eta_seconds": 15647.042098401813, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17565485362095531, "fast_rcnn/fg_cls_accuracy": 0.8049242424242424, "iteration": 9839, "loss_box_reg": 0.007943408651044592, "loss_cls": 0.03483019312261604, "loss_rpn_cls": 0.0004177646484322395, "loss_rpn_loc": 0.0016223625461861957, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5173815116286278, "total_loss": 0.044277223899371165}
{"data_time": 0.003742608241736889, "eta_seconds": 15640.297613381641, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2822128851540616, "fast_rcnn/fg_cls_accuracy": 0.7177871148459384, "iteration": 9859, "loss_box_reg": 0.0082643031491898, "loss_cls": 0.0369512454199139, "loss_rpn_cls": 0.0008423734345797129, "loss_rpn_loc": 0.0016751373041188344, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.524227341171354, "total_loss": 0.04762823343787659}
{"data_time": 0.003523752326145768, "eta_seconds": 15631.172813919373, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.05083655083655084, "fast_rcnn/fg_cls_accuracy": 0.9491634491634491, "iteration": 9879, "loss_box_reg": 0.008356003381777555, "loss_cls": 0.03420091571751982, "loss_rpn_cls": 0.0009685877580523083, "loss_rpn_loc": 0.0013965689158794703, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5204230931121856, "total_loss": 0.04551388452739502}
{"data_time": 0.0035688746720552444, "eta_seconds": 15631.32193001057, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25863991081382387, "fast_rcnn/fg_cls_accuracy": 0.7413600891861761, "iteration": 9899, "loss_box_reg": 0.008227095240727067, "loss_cls": 0.03396437648916617, "loss_rpn_cls": 0.000641915230005452, "loss_rpn_loc": 0.0015103431069292128, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5283587963785976, "total_loss": 0.04445062404965938}
{"data_time": 0.0035214486997574568, "eta_seconds": 15615.260810823413, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15966386554621848, "fast_rcnn/fg_cls_accuracy": 0.822875816993464, "iteration": 9919, "loss_box_reg": 0.008071997173829004, "loss_cls": 0.03342277466435917, "loss_rpn_cls": 0.0006343248151097214, "loss_rpn_loc": 0.0015754610431031324, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5198116765823215, "total_loss": 0.04485689184434705}
{"data_time": 0.003634713590145111, "eta_seconds": 15610.550099267391, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 9939, "loss_box_reg": 0.00839035731041804, "loss_cls": 0.03652351116761565, "loss_rpn_cls": 0.001139455828251812, "loss_rpn_loc": 0.0014710861978528555, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5217405767180026, "total_loss": 0.04779874911287152}
{"data_time": 0.0034965360537171364, "eta_seconds": 15606.7252581988, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13701923076923078, "fast_rcnn/fg_cls_accuracy": 0.8629807692307692, "iteration": 9959, "loss_box_reg": 0.008913090132409707, "loss_cls": 0.03724202324519865, "loss_rpn_cls": 0.0007339769386476291, "loss_rpn_loc": 0.001432769366147113, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5206262096762657, "total_loss": 0.04867756254907363}
{"data_time": 0.0034882640466094017, "eta_seconds": 15592.702105525648, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14855072463768115, "fast_rcnn/fg_cls_accuracy": 0.8514492753623188, "iteration": 9979, "loss_box_reg": 0.008321857050759718, "loss_cls": 0.0351650498341769, "loss_rpn_cls": 0.0006676039289459368, "loss_rpn_loc": 0.0017312523596046958, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5182480935472995, "total_loss": 0.04677569707678231}
{"data_time": 0.003537033451721072, "eta_seconds": 15588.190878729103, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1611111111111111, "fast_rcnn/fg_cls_accuracy": 0.8388888888888889, "iteration": 9999, "loss_box_reg": 0.008377032238058746, "loss_cls": 0.03696151796611957, "loss_rpn_cls": 0.0004518637167052475, "loss_rpn_loc": 0.0015483840397791937, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211382990237325, "total_loss": 0.04705658491889153}
{"data_time": 0.0038963318802416325, "eta_seconds": 15571.92637906014, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.19719827586206895, "fast_rcnn/fg_cls_accuracy": 0.802801724137931, "iteration": 10019, "loss_box_reg": 0.008347028080606833, "loss_cls": 0.03532962058670819, "loss_rpn_cls": 0.0004602623357641278, "loss_rpn_loc": 0.0015750782549730502, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5147853877861053, "total_loss": 0.047419765864674446}
{"data_time": 0.003711872501298785, "eta_seconds": 15571.975549760275, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.36146971201588873, "fast_rcnn/fg_cls_accuracy": 0.6385302879841113, "iteration": 10039, "loss_box_reg": 0.008227576108765788, "loss_cls": 0.035919615416787565, "loss_rpn_cls": 0.0012522917157866686, "loss_rpn_loc": 0.0016620025444353814, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5240717313718051, "total_loss": 0.04646870632848277}
{"data_time": 0.003591780085116625, "eta_seconds": 15549.176448622718, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17974358974358973, "fast_rcnn/fg_cls_accuracy": 0.8169767441860465, "iteration": 10059, "loss_box_reg": 0.007643228629603982, "loss_cls": 0.037249089451506734, "loss_rpn_cls": 0.0009147462350824753, "loss_rpn_loc": 0.0014923134458513232, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196800013072789, "total_loss": 0.04762491354506437}
{"data_time": 0.003681979374960065, "eta_seconds": 15537.848691666266, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.15515515515515516, "fast_rcnn/fg_cls_accuracy": 0.8251689189189189, "iteration": 10079, "loss_box_reg": 0.008269272599136457, "loss_cls": 0.03489048243500292, "loss_rpn_cls": 0.0010932966947052591, "loss_rpn_loc": 0.001962219495908357, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5213935128413141, "total_loss": 0.046133681757055456}
{"data_time": 0.0036288113333284855, "eta_seconds": 15527.462776294677, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10810023310023309, "fast_rcnn/fg_cls_accuracy": 0.8522727272727273, "iteration": 10099, "loss_box_reg": 0.00886525443638675, "loss_cls": 0.036288729519583285, "loss_rpn_cls": 0.0009795390573117402, "loss_rpn_loc": 0.0014143963708193041, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.529106134781614, "total_loss": 0.047327931939435075}
{"data_time": 0.0034175817854702473, "eta_seconds": 15523.602990587475, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.19288645690834474, "fast_rcnn/fg_cls_accuracy": 0.8071135430916552, "iteration": 10119, "loss_box_reg": 0.008028406591620296, "loss_cls": 0.0338157394726295, "loss_rpn_cls": 0.0008030505043734593, "loss_rpn_loc": 0.0014264596065913793, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5264443662017584, "total_loss": 0.0434383266920122}
{"data_time": 0.0034270721953362226, "eta_seconds": 15504.251689999364, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14434523809523808, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 10139, "loss_box_reg": 0.008066795591730624, "loss_cls": 0.038527537835761905, "loss_rpn_cls": 0.0007062490047928804, "loss_rpn_loc": 0.0013283208463690244, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5142359181772918, "total_loss": 0.04902900726577286}
{"data_time": 0.0038248200435191393, "eta_seconds": 15496.305030179908, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 10159, "loss_box_reg": 0.0080174773465842, "loss_cls": 0.036187676596455276, "loss_rpn_cls": 0.001019833304326312, "loss_rpn_loc": 0.0018206468594144098, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5197293364908546, "total_loss": 0.045753813900034856}
{"data_time": 0.0037200464867055416, "eta_seconds": 15486.857181603089, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14976744186046512, "fast_rcnn/fg_cls_accuracy": 0.8502325581395349, "iteration": 10179, "loss_box_reg": 0.008056869904976338, "loss_cls": 0.036593582830391824, "loss_rpn_cls": 0.0007245798965413996, "loss_rpn_loc": 0.0018669582750590052, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.515527740586549, "total_loss": 0.04868104995091471}
{"data_time": 0.0035286203492432833, "eta_seconds": 15473.098845104687, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13513513513513514, "fast_rcnn/fg_cls_accuracy": 0.8648648648648649, "iteration": 10199, "loss_box_reg": 0.008336286817211658, "loss_cls": 0.03775972730363719, "loss_rpn_cls": 0.0007684783410013551, "loss_rpn_loc": 0.001582264609169215, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5126373402308673, "total_loss": 0.048301917739081546}
{"data_time": 0.0034803799353539944, "eta_seconds": 15465.264571480919, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18977272727272726, "fast_rcnn/fg_cls_accuracy": 0.8102272727272727, "iteration": 10219, "loss_box_reg": 0.0077557994809467345, "loss_cls": 0.03616668694303371, "loss_rpn_cls": 0.0011954049396081246, "loss_rpn_loc": 0.0013431312290776987, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.520127828232944, "total_loss": 0.04799194464135326}
{"data_time": 0.0036239116452634335, "eta_seconds": 15469.142908057896, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14358974358974358, "fast_rcnn/fg_cls_accuracy": 0.8564102564102565, "iteration": 10239, "loss_box_reg": 0.007883947546361014, "loss_cls": 0.034439603448845446, "loss_rpn_cls": 0.0011276247908540427, "loss_rpn_loc": 0.001761971587256994, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5269509006757289, "total_loss": 0.045692035932461295}
{"data_time": 0.003742601489648223, "eta_seconds": 15469.214716297342, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2622749590834697, "fast_rcnn/fg_cls_accuracy": 0.7377250409165302, "iteration": 10259, "loss_box_reg": 0.008762144454522058, "loss_cls": 0.03475219022948295, "loss_rpn_cls": 0.0012576134382698, "loss_rpn_loc": 0.0013893898358219303, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.524419964523986, "total_loss": 0.046372805355531455}
{"data_time": 0.0035248249769210815, "eta_seconds": 15450.455533283763, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1565040650406504, "fast_rcnn/fg_cls_accuracy": 0.8434959349593496, "iteration": 10279, "loss_box_reg": 0.00828075893514324, "loss_cls": 0.03356323525076732, "loss_rpn_cls": 0.0009474478881656978, "loss_rpn_loc": 0.0012741172722599003, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5191259072162211, "total_loss": 0.04384166906436349}
{"data_time": 0.0035114518832415342, "eta_seconds": 15436.842755696736, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2118816930137685, "fast_rcnn/fg_cls_accuracy": 0.7648412333179936, "iteration": 10299, "loss_box_reg": 0.008135067560942844, "loss_cls": 0.0345637004065793, "loss_rpn_cls": 0.00074629313104424, "loss_rpn_loc": 0.0016194075033126865, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5126749868504703, "total_loss": 0.04564512644901697}
{"data_time": 0.003419243497774005, "eta_seconds": 15414.151370080188, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15767543859649122, "fast_rcnn/fg_cls_accuracy": 0.8326023391812866, "iteration": 10319, "loss_box_reg": 0.008214391506044194, "loss_cls": 0.03438780733267777, "loss_rpn_cls": 0.0007351954614023271, "loss_rpn_loc": 0.0013603155275632162, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143100349232554, "total_loss": 0.044921486406394706}
{"data_time": 0.0033730934374034405, "eta_seconds": 15416.053095071577, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1270053475935829, "fast_rcnn/fg_cls_accuracy": 0.8729946524064172, "iteration": 10339, "loss_box_reg": 0.008121204969938844, "loss_cls": 0.033816075534559786, "loss_rpn_cls": 0.0005799974379669948, "loss_rpn_loc": 0.001368189350614557, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5320314767304808, "total_loss": 0.04351090945147007}
{"data_time": 0.003964805044233799, "eta_seconds": 15417.201620852342, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21749408983451535, "fast_rcnn/fg_cls_accuracy": 0.7825059101654847, "iteration": 10359, "loss_box_reg": 0.007784801506204531, "loss_cls": 0.03631208656588569, "loss_rpn_cls": 0.000818497098549642, "loss_rpn_loc": 0.0013645469589391723, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5314653979148716, "total_loss": 0.04614912870835042}
{"data_time": 0.0033601149916648865, "eta_seconds": 15402.662209681002, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13976744186046514, "fast_rcnn/fg_cls_accuracy": 0.8602325581395349, "iteration": 10379, "loss_box_reg": 0.00836161570623517, "loss_cls": 0.0359194977208972, "loss_rpn_cls": 0.0005519145151993143, "loss_rpn_loc": 0.0017124285041063558, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.520493048010394, "total_loss": 0.046067927024125765}
{"data_time": 0.003609104547649622, "eta_seconds": 15392.262383740162, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.12648809523809523, "fast_rcnn/fg_cls_accuracy": 0.8589015151515151, "iteration": 10399, "loss_box_reg": 0.008089909184491262, "loss_cls": 0.03627632398274727, "loss_rpn_cls": 0.0006912833749765923, "loss_rpn_loc": 0.0016836852773849387, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147463018074632, "total_loss": 0.04723022553378087}
{"data_time": 0.003705197712406516, "eta_seconds": 15385.993763585342, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15640273704789834, "fast_rcnn/fg_cls_accuracy": 0.8360071301247771, "iteration": 10419, "loss_box_reg": 0.008682573912665248, "loss_cls": 0.03405084868427366, "loss_rpn_cls": 0.0005619692614118321, "loss_rpn_loc": 0.0014902832044754177, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5186383461114019, "total_loss": 0.04607963768899026}
{"data_time": 0.003820887068286538, "eta_seconds": 15375.591144496342, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14473684210526316, "fast_rcnn/fg_cls_accuracy": 0.8552631578947368, "iteration": 10439, "loss_box_reg": 0.007880372286308557, "loss_cls": 0.033059233479434624, "loss_rpn_cls": 0.0007337440751484792, "loss_rpn_loc": 0.0015717217647761572, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5237357160076499, "total_loss": 0.044683738351068314}
{"data_time": 0.0035040739458054304, "eta_seconds": 15356.882571539842, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11582670203359857, "fast_rcnn/fg_cls_accuracy": 0.8841732979664014, "iteration": 10459, "loss_box_reg": 0.007710880890954286, "loss_cls": 0.03313505835831165, "loss_rpn_cls": 0.00040738392289085823, "loss_rpn_loc": 0.0012971629403182305, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5098844897001982, "total_loss": 0.04366999438104813}
{"data_time": 0.0035255069378763437, "eta_seconds": 15357.658311180072, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.22835497835497837, "fast_rcnn/fg_cls_accuracy": 0.7716450216450217, "iteration": 10479, "loss_box_reg": 0.008399325161008164, "loss_cls": 0.0343024862522725, "loss_rpn_cls": 0.000831708080795579, "loss_rpn_loc": 0.0013669965028384468, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5197454851586372, "total_loss": 0.04657008108893024}
{"data_time": 0.003790901508182287, "eta_seconds": 15344.383287229342, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8094758064516129, "iteration": 10499, "loss_box_reg": 0.008458413591142744, "loss_cls": 0.035822073550662026, "loss_rpn_cls": 0.0006823651339686876, "loss_rpn_loc": 0.0014177227621985367, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.516961052082479, "total_loss": 0.047366822080334714}
{"data_time": 0.003381742164492607, "eta_seconds": 15325.691584291868, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13653846153846155, "fast_rcnn/fg_cls_accuracy": 0.8634615384615385, "iteration": 10519, "loss_box_reg": 0.008690539136296138, "loss_cls": 0.03675035326159559, "loss_rpn_cls": 0.0006790187193814745, "loss_rpn_loc": 0.001220088759509963, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5217046842444688, "total_loss": 0.047507358803727584}
{"data_time": 0.0035807741805911064, "eta_seconds": 15319.463602154283, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.175, "fast_rcnn/fg_cls_accuracy": 0.825, "iteration": 10539, "loss_box_reg": 0.007923558267066255, "loss_cls": 0.035774017887888476, "loss_rpn_cls": 0.0007852635773133443, "loss_rpn_loc": 0.0015714041874161921, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5270894332788885, "total_loss": 0.045604193609733557}
{"data_time": 0.003751004347577691, "eta_seconds": 15302.813627100317, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12077294685990338, "fast_rcnn/fg_cls_accuracy": 0.8663194444444444, "iteration": 10559, "loss_box_reg": 0.008236466921516694, "loss_cls": 0.03530722524737939, "loss_rpn_cls": 0.0006075183642906268, "loss_rpn_loc": 0.0015691491316829342, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5180569728836417, "total_loss": 0.04656496914003583}
{"data_time": 0.003531180787831545, "eta_seconds": 15287.361946328077, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13619501854795973, "fast_rcnn/fg_cls_accuracy": 0.8638049814520403, "iteration": 10579, "loss_box_reg": 0.008175519265932962, "loss_cls": 0.03554797827382572, "loss_rpn_cls": 0.0007392545088578117, "loss_rpn_loc": 0.0017376842370140366, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5160600154194981, "total_loss": 0.04610551029861654}
{"data_time": 0.003526450600475073, "eta_seconds": 15282.02246698062, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.08161764705882353, "fast_rcnn/fg_cls_accuracy": 0.9183823529411765, "iteration": 10599, "loss_box_reg": 0.007870697358157486, "loss_cls": 0.03429886934463866, "loss_rpn_cls": 0.0006183666578181146, "loss_rpn_loc": 0.0014213963058864465, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5276722682174295, "total_loss": 0.04499683549420297}
{"data_time": 0.003579377895221114, "eta_seconds": 15283.532384519, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 10619, "loss_box_reg": 0.007949268183438107, "loss_cls": 0.03579488041577861, "loss_rpn_cls": 0.0009246868399941377, "loss_rpn_loc": 0.0016796388899820158, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5220270939171314, "total_loss": 0.04797888594350752}
{"data_time": 0.003729029558598995, "eta_seconds": 15280.60358923464, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19911858974358976, "fast_rcnn/fg_cls_accuracy": 0.8008814102564102, "iteration": 10639, "loss_box_reg": 0.008550974278477952, "loss_cls": 0.03743024342111312, "loss_rpn_cls": 0.0007825892915036547, "loss_rpn_loc": 0.0015554895398963708, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5266312200110406, "total_loss": 0.04786366063916603}
{"data_time": 0.003547927364706993, "eta_seconds": 15275.082787808497, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1396103896103896, "fast_rcnn/fg_cls_accuracy": 0.8603896103896104, "iteration": 10659, "loss_box_reg": 0.008033031917875633, "loss_cls": 0.03515870333649218, "loss_rpn_cls": 0.0010703428342822008, "loss_rpn_loc": 0.0015028999841888435, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5186031563207507, "total_loss": 0.04554713977137226}
{"data_time": 0.003528584958985448, "eta_seconds": 15267.770496493671, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15831842576028624, "fast_rcnn/fg_cls_accuracy": 0.832890365448505, "iteration": 10679, "loss_box_reg": 0.008203267934732139, "loss_cls": 0.032923172548180446, "loss_rpn_cls": 0.0007679530111772692, "loss_rpn_loc": 0.0013878213212592527, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258551938459277, "total_loss": 0.04466509846173494}
{"data_time": 0.003277713665738702, "eta_seconds": 15258.460763234412, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3648459383753502, "fast_rcnn/fg_cls_accuracy": 0.6351540616246498, "iteration": 10699, "loss_box_reg": 0.008385188382817432, "loss_cls": 0.03807762294309214, "loss_rpn_cls": 0.0005428137610579142, "loss_rpn_loc": 0.001597277820110321, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5231197129469365, "total_loss": 0.049639785750741794}
{"data_time": 0.0035153809003531933, "eta_seconds": 15248.045787115349, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1960227272727273, "fast_rcnn/fg_cls_accuracy": 0.8039772727272727, "iteration": 10719, "loss_box_reg": 0.007867394626373425, "loss_cls": 0.03496117264148779, "loss_rpn_cls": 0.0007486174785071853, "loss_rpn_loc": 0.0014997661455709022, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5170612221118063, "total_loss": 0.04471009986627905}
{"data_time": 0.0033464673906564713, "eta_seconds": 15244.757918323623, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1605911330049261, "fast_rcnn/fg_cls_accuracy": 0.8394088669950739, "iteration": 10739, "loss_box_reg": 0.00785002892371267, "loss_cls": 0.03506389175890945, "loss_rpn_cls": 0.0007958721373029221, "loss_rpn_loc": 0.001501940376329003, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.529997096862644, "total_loss": 0.04573641423019126}
{"data_time": 0.0034998804330825806, "eta_seconds": 15234.33807080076, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2798885511651469, "fast_rcnn/fg_cls_accuracy": 0.7201114488348531, "iteration": 10759, "loss_box_reg": 0.008472606190480292, "loss_cls": 0.03830689744791016, "loss_rpn_cls": 0.0007803864114066528, "loss_rpn_loc": 0.0014251992652134504, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5112728055100888, "total_loss": 0.049152615184084425}
{"data_time": 0.0035427336115390062, "eta_seconds": 15223.473972249776, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8775, "iteration": 10779, "loss_box_reg": 0.007584538936498575, "loss_cls": 0.0325338271795772, "loss_rpn_cls": 0.0006608268274703732, "loss_rpn_loc": 0.0018289517756784335, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.517943870043382, "total_loss": 0.04267985648141348}
{"data_time": 0.0037789561320096254, "eta_seconds": 15213.498375755036, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11237373737373738, "fast_rcnn/fg_cls_accuracy": 0.8850422832980973, "iteration": 10799, "loss_box_reg": 0.007812225725501776, "loss_cls": 0.03244253961020149, "loss_rpn_cls": 0.001062885244550671, "loss_rpn_loc": 0.0016167779722309206, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5241242011543363, "total_loss": 0.04325840520573365}
{"data_time": 0.0038666832260787487, "eta_seconds": 15203.078528232174, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.13666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8633333333333333, "iteration": 10819, "loss_box_reg": 0.008207617356674746, "loss_cls": 0.03527601226232946, "loss_rpn_cls": 0.0010448650014609484, "loss_rpn_loc": 0.001290842057642294, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523951510200277, "total_loss": 0.04704709293139331}
{"data_time": 0.0036104184109717607, "eta_seconds": 15192.22995303385, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.229020979020979, "fast_rcnn/fg_cls_accuracy": 0.770979020979021, "iteration": 10839, "loss_box_reg": 0.008082444779574871, "loss_cls": 0.0354711635154672, "loss_rpn_cls": 0.0011632471877192074, "loss_rpn_loc": 0.0015188242305157473, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5135858582798392, "total_loss": 0.04768158454322702}
{"data_time": 0.003359126392751932, "eta_seconds": 15179.013703935547, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1762749445676275, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 10859, "loss_box_reg": 0.007849542598705739, "loss_cls": 0.03614065481815487, "loss_rpn_cls": 0.0007107750645332089, "loss_rpn_loc": 0.001549864404296386, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5248604021035135, "total_loss": 0.047566839422415796}
{"data_time": 0.003541532438248396, "eta_seconds": 15168.596069877734, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.1956081081081081, "fast_rcnn/fg_cls_accuracy": 0.8043918918918919, "iteration": 10879, "loss_box_reg": 0.00781962028122507, "loss_cls": 0.03482685430208221, "loss_rpn_cls": 0.0007292927900266477, "loss_rpn_loc": 0.0013652528850798262, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5217320115771145, "total_loss": 0.04568001730422111}
{"data_time": 0.0038475084584206343, "eta_seconds": 15153.214051992167, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1341354723707665, "fast_rcnn/fg_cls_accuracy": 0.8658645276292335, "iteration": 10899, "loss_box_reg": 0.007607217936310917, "loss_cls": 0.0318098196585197, "loss_rpn_cls": 0.0005066809846994147, "loss_rpn_loc": 0.001285316622670507, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5110433124937117, "total_loss": 0.04118083620346624}
{"data_time": 0.003501678816974163, "eta_seconds": 15140.023903608788, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21635150166852057, "fast_rcnn/fg_cls_accuracy": 0.7836484983314794, "iteration": 10919, "loss_box_reg": 0.008178795862477273, "loss_cls": 0.03413436055416241, "loss_rpn_cls": 0.0008933228651812897, "loss_rpn_loc": 0.0016631239777780138, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5091836713254452, "total_loss": 0.04600777804239442}
{"data_time": 0.0038201448041945696, "eta_seconds": 15130.60773065756, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2669956140350877, "fast_rcnn/fg_cls_accuracy": 0.7330043859649122, "iteration": 10939, "loss_box_reg": 0.008194241003366187, "loss_cls": 0.03752794524189085, "loss_rpn_cls": 0.001071504114520394, "loss_rpn_loc": 0.0014620478632423328, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5259230670053512, "total_loss": 0.04853974282832496}
{"data_time": 0.003722270717844367, "eta_seconds": 15121.971385309938, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 10959, "loss_box_reg": 0.008492331093293615, "loss_cls": 0.034702305449172854, "loss_rpn_cls": 0.0009218531756118864, "loss_rpn_loc": 0.0016242960755334934, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.527771363966167, "total_loss": 0.04619847950647227}
{"data_time": 0.00374021683819592, "eta_seconds": 15120.307618658757, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12012987012987013, "fast_rcnn/fg_cls_accuracy": 0.8798701298701299, "iteration": 10979, "loss_box_reg": 0.008206054888432845, "loss_cls": 0.03598574292846024, "loss_rpn_cls": 0.0011464822578091116, "loss_rpn_loc": 0.0017231505316885887, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345611521042883, "total_loss": 0.04582006396321958}
{"data_time": 0.0034838865976780653, "eta_seconds": 15109.0461887985, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1943573667711599, "fast_rcnn/fg_cls_accuracy": 0.7919005613472334, "iteration": 10999, "loss_box_reg": 0.007653594366274774, "loss_cls": 0.03643971763085574, "loss_rpn_cls": 0.001393846409314392, "loss_rpn_loc": 0.0013338797998585505, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5196851431392133, "total_loss": 0.04744108183854223}
{"data_time": 0.003336348570883274, "eta_seconds": 15104.192334370222, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.11325115562403698, "fast_rcnn/fg_cls_accuracy": 0.886748844375963, "iteration": 11019, "loss_box_reg": 0.008013518207008019, "loss_cls": 0.0338051927392371, "loss_rpn_cls": 0.0007437587602225904, "loss_rpn_loc": 0.0016824551785248332, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5213918383233249, "total_loss": 0.04660059575894593}
{"data_time": 0.0035563260316848755, "eta_seconds": 15093.768820803147, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14817290552584672, "fast_rcnn/fg_cls_accuracy": 0.8371212121212122, "iteration": 11039, "loss_box_reg": 0.008473438167129643, "loss_cls": 0.03417703532613814, "loss_rpn_cls": 0.0007381331068359032, "loss_rpn_loc": 0.0013946148264949443, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5311968068126589, "total_loss": 0.04477364467834377}
{"data_time": 0.0036286150570958853, "eta_seconds": 15087.889469658723, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16287878787878787, "fast_rcnn/fg_cls_accuracy": 0.8371212121212122, "iteration": 11059, "loss_box_reg": 0.007572750997496769, "loss_cls": 0.034064314560964704, "loss_rpn_cls": 0.0006574778972208151, "loss_rpn_loc": 0.001246789453944075, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5220485704485327, "total_loss": 0.045430190231513734}
{"data_time": 0.0036174289416521788, "eta_seconds": 15068.20635537128, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12092074592074592, "fast_rcnn/fg_cls_accuracy": 0.879079254079254, "iteration": 11079, "loss_box_reg": 0.008411932591116056, "loss_cls": 0.03365282388404012, "loss_rpn_cls": 0.0008064775483944686, "loss_rpn_loc": 0.0013861499501217622, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5165217854082584, "total_loss": 0.044621226051390295}
{"data_time": 0.0037307434249669313, "eta_seconds": 15056.94782602205, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16263736263736264, "fast_rcnn/fg_cls_accuracy": 0.8205357142857144, "iteration": 11099, "loss_box_reg": 0.008126476197503507, "loss_cls": 0.036519884335575625, "loss_rpn_cls": 0.000829618295142609, "loss_rpn_loc": 0.001384721999784233, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5294417894911021, "total_loss": 0.04742056047587084}
{"data_time": 0.003417461644858122, "eta_seconds": 15037.811552494531, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1644144144144144, "fast_rcnn/fg_cls_accuracy": 0.8355855855855856, "iteration": 11119, "loss_box_reg": 0.007398936169920489, "loss_cls": 0.03508852797676809, "loss_rpn_cls": 0.00068448122914333, "loss_rpn_loc": 0.0017771346174413338, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5202862080186605, "total_loss": 0.04595317301323121}
{"data_time": 0.0034897918812930584, "eta_seconds": 15033.166827126173, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1610810810810811, "fast_rcnn/fg_cls_accuracy": 0.8389189189189189, "iteration": 11139, "loss_box_reg": 0.007738273503491655, "loss_cls": 0.03658658507629298, "loss_rpn_cls": 0.0013289065125263733, "loss_rpn_loc": 0.0014158151207084302, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5300361288245767, "total_loss": 0.048290176071475344}
{"data_time": 0.0036560664884746075, "eta_seconds": 15022.749193068361, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12404092071611253, "fast_rcnn/fg_cls_accuracy": 0.8759590792838874, "iteration": 11159, "loss_box_reg": 0.008851579128531739, "loss_cls": 0.03637435531709343, "loss_rpn_cls": 0.0006448256859812318, "loss_rpn_loc": 0.0014151762552501168, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5207050358876586, "total_loss": 0.04725111090851897}
{"data_time": 0.0035080485977232456, "eta_seconds": 15009.048691261327, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1945945945945946, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 11179, "loss_box_reg": 0.008105943823466077, "loss_cls": 0.0344942819501739, "loss_rpn_cls": 0.0005492528981676514, "loss_rpn_loc": 0.0012006525539618451, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171102546155453, "total_loss": 0.045078115114023376}
{"data_time": 0.0034962305799126625, "eta_seconds": 15001.913924952736, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11324786324786325, "fast_rcnn/fg_cls_accuracy": 0.8867521367521367, "iteration": 11199, "loss_box_reg": 0.0077228246664162725, "loss_cls": 0.033176276920130476, "loss_rpn_cls": 0.0009716269457271665, "loss_rpn_loc": 0.0013593631392723182, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210018865764141, "total_loss": 0.042994672765530595}
{"data_time": 0.003650930942967534, "eta_seconds": 14991.919431775808, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20098039215686275, "fast_rcnn/fg_cls_accuracy": 0.7459893048128342, "iteration": 11219, "loss_box_reg": 0.007885513157816604, "loss_cls": 0.03581860483973287, "loss_rpn_cls": 0.0007351662429186945, "loss_rpn_loc": 0.00131928782320756, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5211835759691894, "total_loss": 0.04571314772942969}
{"data_time": 0.0032568734604865313, "eta_seconds": 14976.835529934615, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2595648912228057, "fast_rcnn/fg_cls_accuracy": 0.7081770442610653, "iteration": 11239, "loss_box_reg": 0.007330762542551383, "loss_cls": 0.03697465709410608, "loss_rpn_cls": 0.0007880339510393242, "loss_rpn_loc": 0.0014273355391196674, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5230093069840223, "total_loss": 0.046837434804501754}
{"data_time": 0.0034983428195118904, "eta_seconds": 14965.882733246777, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13622448979591836, "fast_rcnn/fg_cls_accuracy": 0.8637755102040816, "iteration": 11259, "loss_box_reg": 0.007444846938597038, "loss_cls": 0.037945608783047646, "loss_rpn_cls": 0.0008666466330851108, "loss_rpn_loc": 0.0017573425502632745, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.519361387938261, "total_loss": 0.0475405585500539}
{"data_time": 0.003687721909955144, "eta_seconds": 14956.971911513014, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18859649122807015, "fast_rcnn/fg_cls_accuracy": 0.8114035087719298, "iteration": 11279, "loss_box_reg": 0.008098052610876039, "loss_cls": 0.034888730122474954, "loss_rpn_cls": 0.0007385671515862668, "loss_rpn_loc": 0.001325805731539731, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243429595138878, "total_loss": 0.047035033780446156}
{"data_time": 0.003598851151764393, "eta_seconds": 14949.84593573003, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11437908496732026, "fast_rcnn/fg_cls_accuracy": 0.8555555555555556, "iteration": 11299, "loss_box_reg": 0.007830253685824573, "loss_cls": 0.03664712721365504, "loss_rpn_cls": 0.000991326021335226, "loss_rpn_loc": 0.001471617022616556, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5172059144824743, "total_loss": 0.046987098833938035}
{"data_time": 0.003931335406377912, "eta_seconds": 14943.163323481334, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20460526315789473, "fast_rcnn/fg_cls_accuracy": 0.7953947368421053, "iteration": 11319, "loss_box_reg": 0.008034650090849027, "loss_cls": 0.034357266733422875, "loss_rpn_cls": 0.0008714750898661805, "loss_rpn_loc": 0.0018112812031176873, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5232340625952929, "total_loss": 0.04615043628109561}
{"data_time": 0.0034682690165936947, "eta_seconds": 14924.762112703174, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.175, "fast_rcnn/fg_cls_accuracy": 0.825, "iteration": 11339, "loss_box_reg": 0.0078835849853931, "loss_cls": 0.03737754639587365, "loss_rpn_cls": 0.0010544477477765213, "loss_rpn_loc": 0.0017581951378815575, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5184579615015537, "total_loss": 0.05011622815777628}
{"data_time": 0.0038348305970430374, "eta_seconds": 14912.510516899405, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05505952380952381, "fast_rcnn/fg_cls_accuracy": 0.9449404761904762, "iteration": 11359, "loss_box_reg": 0.007953171880217269, "loss_cls": 0.033231200533919036, "loss_rpn_cls": 0.0013712808594164017, "loss_rpn_loc": 0.0016702514876669738, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5306795593351126, "total_loss": 0.04440896121514015}
{"data_time": 0.0034942771308124065, "eta_seconds": 14903.800988250412, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12549019607843137, "fast_rcnn/fg_cls_accuracy": 0.8745098039215686, "iteration": 11379, "loss_box_reg": 0.007842545717721805, "loss_cls": 0.03584887145552784, "loss_rpn_cls": 0.0007672104165976634, "loss_rpn_loc": 0.001251781424798537, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5242582820355892, "total_loss": 0.04577650939882005}
{"data_time": 0.003430549520999193, "eta_seconds": 14893.386396874674, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1391025641025641, "fast_rcnn/fg_cls_accuracy": 0.860897435897436, "iteration": 11399, "loss_box_reg": 0.007874264105339535, "loss_cls": 0.032606464345008135, "loss_rpn_cls": 0.0007339636466667798, "loss_rpn_loc": 0.0015440328133990988, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5054800121579319, "total_loss": 0.04316122535442446}
{"data_time": 0.003405727678909898, "eta_seconds": 14882.568261331413, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1704406364749082, "fast_rcnn/fg_cls_accuracy": 0.8295593635250917, "iteration": 11419, "loss_box_reg": 0.008138127828715369, "loss_cls": 0.0352581515617203, "loss_rpn_cls": 0.0009367828338326945, "loss_rpn_loc": 0.0014378075575223193, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5160991854500026, "total_loss": 0.04640335034969212}
{"data_time": 0.0033339390065521, "eta_seconds": 14870.856913975207, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1033259423503326, "fast_rcnn/fg_cls_accuracy": 0.8966740576496675, "iteration": 11439, "loss_box_reg": 0.008308937860419974, "loss_cls": 0.03510818537324667, "loss_rpn_cls": 0.00106158764748443, "loss_rpn_loc": 0.0015787827396707144, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5228113995399326, "total_loss": 0.045733529170206566}
{"data_time": 0.003488315036520362, "eta_seconds": 14862.340769899543, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17307692307692307, "fast_rcnn/fg_cls_accuracy": 0.7991452991452992, "iteration": 11459, "loss_box_reg": 0.00813942146487534, "loss_cls": 0.034553572826553136, "loss_rpn_cls": 0.000776130731765079, "loss_rpn_loc": 0.0012610284829861484, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.523978809826076, "total_loss": 0.04665257513690335}
{"data_time": 0.003374130465090275, "eta_seconds": 14851.325334363151, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1547008547008547, "fast_rcnn/fg_cls_accuracy": 0.8329365079365079, "iteration": 11479, "loss_box_reg": 0.007914682966656983, "loss_cls": 0.034348805813351646, "loss_rpn_cls": 0.0012635949495916066, "loss_rpn_loc": 0.001269463526114123, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5105187091976404, "total_loss": 0.045390740089317205}
{"data_time": 0.003339023794978857, "eta_seconds": 14847.46593367774, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2920410783055199, "fast_rcnn/fg_cls_accuracy": 0.7079589216944802, "iteration": 11499, "loss_box_reg": 0.007588751032017171, "loss_cls": 0.035691071330802515, "loss_rpn_cls": 0.0008863509507506251, "loss_rpn_loc": 0.0014400006148207467, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5229263806249946, "total_loss": 0.04669568967176474}
{"data_time": 0.003383046016097069, "eta_seconds": 14838.96079690638, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 11519, "loss_box_reg": 0.008034766739001498, "loss_cls": 0.03506842569913715, "loss_rpn_cls": 0.0011672590736679922, "loss_rpn_loc": 0.0012315425683482317, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5299010633025318, "total_loss": 0.046943269017447165}
{"data_time": 0.003582850331440568, "eta_seconds": 14828.540544248885, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.215625, "fast_rcnn/fg_cls_accuracy": 0.7450892857142857, "iteration": 11539, "loss_box_reg": 0.008193904941435903, "loss_cls": 0.03554337736568414, "loss_rpn_cls": 0.0008952219893672009, "loss_rpn_loc": 0.0014384452279045945, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5280496168415993, "total_loss": 0.04700395530920787}
{"data_time": 0.0035918995272368193, "eta_seconds": 14818.12029159139, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20550077841203945, "fast_rcnn/fg_cls_accuracy": 0.7718228498074455, "iteration": 11559, "loss_box_reg": 0.008108233218081295, "loss_cls": 0.034705424099229276, "loss_rpn_cls": 0.0008569006661218737, "loss_rpn_loc": 0.001209082469358691, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5167579262051731, "total_loss": 0.044912248657510645}
{"data_time": 0.0035458472557365894, "eta_seconds": 14808.293959640898, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27005789909015715, "fast_rcnn/fg_cls_accuracy": 0.7299421009098428, "iteration": 11579, "loss_box_reg": 0.00808022852288559, "loss_cls": 0.035497952689183876, "loss_rpn_cls": 0.0008496003238178673, "loss_rpn_loc": 0.001355306329060113, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5214964898768812, "total_loss": 0.045660165064589364}
{"data_time": 0.003318334463983774, "eta_seconds": 14797.279786276398, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 11599, "loss_box_reg": 0.0076376383658498526, "loss_cls": 0.03396631291252561, "loss_rpn_cls": 0.0007485109001663659, "loss_rpn_loc": 0.0015726697565696668, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5187679617665708, "total_loss": 0.043186070298915524}
{"data_time": 0.0034048515371978283, "eta_seconds": 14787.046684446046, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16783216783216784, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 11619, "loss_box_reg": 0.008035104197915643, "loss_cls": 0.03975241881562397, "loss_rpn_cls": 0.000954262449909038, "loss_rpn_loc": 0.001366196744129411, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5232840259559453, "total_loss": 0.051386029268314815}
{"data_time": 0.0037669497542083263, "eta_seconds": 14768.411300365813, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.08435374149659863, "fast_rcnn/fg_cls_accuracy": 0.9048619447779112, "iteration": 11639, "loss_box_reg": 0.007572637783596292, "loss_cls": 0.03171708024456166, "loss_rpn_cls": 0.0008301793156135773, "loss_rpn_loc": 0.0016543760357308201, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5140924192965031, "total_loss": 0.04279986882210096}
{"data_time": 0.003745807334780693, "eta_seconds": 14764.114663568325, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1164994425863991, "fast_rcnn/fg_cls_accuracy": 0.8835005574136009, "iteration": 11659, "loss_box_reg": 0.007804332984960638, "loss_cls": 0.03376911228406243, "loss_rpn_cls": 0.0007881636608999543, "loss_rpn_loc": 0.0015991041909728665, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5163620074745268, "total_loss": 0.043741202943124335}
{"data_time": 0.0034621735103428364, "eta_seconds": 14747.582117614336, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11929824561403508, "fast_rcnn/fg_cls_accuracy": 0.8777777777777778, "iteration": 11679, "loss_box_reg": 0.007412554405163974, "loss_cls": 0.03491832784493454, "loss_rpn_cls": 0.0008985885187939857, "loss_rpn_loc": 0.001836302730225725, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5297894771210849, "total_loss": 0.04646338943666706}
{"data_time": 0.0035532889887690544, "eta_seconds": 14735.482704471564, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.16028708133971292, "fast_rcnn/fg_cls_accuracy": 0.8397129186602871, "iteration": 11699, "loss_box_reg": 0.007665556244319305, "loss_cls": 0.03494739084271714, "loss_rpn_cls": 0.0007136355164902852, "loss_rpn_loc": 0.0015121192700462416, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138085898943245, "total_loss": 0.04510950009409953}
{"data_time": 0.003510314505547285, "eta_seconds": 14725.069303740514, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07703703703703704, "fast_rcnn/fg_cls_accuracy": 0.922962962962963, "iteration": 11719, "loss_box_reg": 0.007629068015376106, "loss_cls": 0.03449536504922435, "loss_rpn_cls": 0.0006719875830185629, "loss_rpn_loc": 0.0013506269933714066, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5153229753486812, "total_loss": 0.043935388850172785}
{"data_time": 0.0037273671478033066, "eta_seconds": 14711.194039038848, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.19508928571428572, "fast_rcnn/fg_cls_accuracy": 0.8049107142857144, "iteration": 11739, "loss_box_reg": 0.008322149922605604, "loss_cls": 0.03331157349748537, "loss_rpn_cls": 0.0007300877772422609, "loss_rpn_loc": 0.0016982715715130325, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5180805253330618, "total_loss": 0.04363395810310067}
{"data_time": 0.0036314453464001417, "eta_seconds": 14705.923752111383, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10185185185185185, "fast_rcnn/fg_cls_accuracy": 0.8981481481481481, "iteration": 11759, "loss_box_reg": 0.008381437306525186, "loss_cls": 0.034140450588893145, "loss_rpn_cls": 0.001001215548512846, "loss_rpn_loc": 0.0013746246804657858, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5245711125899106, "total_loss": 0.04542929938315865}
{"data_time": 0.0034954375587403774, "eta_seconds": 14695.110699521843, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12121212121212122, "fast_rcnn/fg_cls_accuracy": 0.8787878787878788, "iteration": 11779, "loss_box_reg": 0.0077616890775971115, "loss_cls": 0.03419354133075103, "loss_rpn_cls": 0.0005416250797907196, "loss_rpn_loc": 0.0015631307978765108, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5101764581631869, "total_loss": 0.04526611317294282}
{"data_time": 0.0035865679383277893, "eta_seconds": 14685.094569359906, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17028985507246375, "fast_rcnn/fg_cls_accuracy": 0.8297101449275363, "iteration": 11799, "loss_box_reg": 0.007883327751187608, "loss_cls": 0.03551519603934139, "loss_rpn_cls": 0.000461530097652485, "loss_rpn_loc": 0.0014538166760758031, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5296579301357269, "total_loss": 0.04703059998610115}
{"data_time": 0.0035178372636437416, "eta_seconds": 14677.160836902214, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11269841269841269, "fast_rcnn/fg_cls_accuracy": 0.8873015873015873, "iteration": 11819, "loss_box_reg": 0.007824288157280535, "loss_cls": 0.035707138682482764, "loss_rpn_cls": 0.0009340131024941911, "loss_rpn_loc": 0.0013351903417060385, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5224373277742416, "total_loss": 0.04675596878144006}
{"data_time": 0.0033817917574197054, "eta_seconds": 14666.744484865805, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1339605734767025, "fast_rcnn/fg_cls_accuracy": 0.8218599033816425, "iteration": 11839, "loss_box_reg": 0.007584364473586902, "loss_cls": 0.034288810857106, "loss_rpn_cls": 0.000680867398727969, "loss_rpn_loc": 0.0014582133862859337, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5164844132959843, "total_loss": 0.044007083964856974}
{"data_time": 0.003692741971462965, "eta_seconds": 14652.175498623168, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8798076923076923, "iteration": 11859, "loss_box_reg": 0.00771065081062261, "loss_cls": 0.03433725927607156, "loss_rpn_cls": 0.0007109172596528879, "loss_rpn_loc": 0.0013518655869120266, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141515468712896, "total_loss": 0.04700178939083344}
{"data_time": 0.0033813270274549723, "eta_seconds": 14640.089019873878, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11578947368421053, "fast_rcnn/fg_cls_accuracy": 0.8842105263157896, "iteration": 11879, "loss_box_reg": 0.007724176859483123, "loss_cls": 0.03425733852782287, "loss_rpn_cls": 0.001242410462339194, "loss_rpn_loc": 0.0017331358358205762, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5180906320456415, "total_loss": 0.04402108856504583}
{"data_time": 0.0034838395658880472, "eta_seconds": 14627.906432576012, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 11899, "loss_box_reg": 0.007294742594240233, "loss_cls": 0.03592522392864339, "loss_rpn_cls": 0.0004763957828117782, "loss_rpn_loc": 0.0014228073177946499, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5152541543357074, "total_loss": 0.04615143143143996}
{"data_time": 0.0035567155573517084, "eta_seconds": 14620.93529643002, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.079002079002079, "fast_rcnn/fg_cls_accuracy": 0.8481359649122806, "iteration": 11919, "loss_box_reg": 0.0084025664255023, "loss_cls": 0.034988446277566254, "loss_rpn_cls": 0.0009586397685552583, "loss_rpn_loc": 0.0012073747711838223, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210791947320104, "total_loss": 0.04686380613887309}
{"data_time": 0.0035723864566534758, "eta_seconds": 14607.084530960303, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1973791973791974, "fast_rcnn/fg_cls_accuracy": 0.8026208026208026, "iteration": 11939, "loss_box_reg": 0.007586981271742843, "loss_cls": 0.036384954742970876, "loss_rpn_cls": 0.0009208196858025985, "loss_rpn_loc": 0.0013043743019807152, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.515828104224056, "total_loss": 0.04684303702072157}
{"data_time": 0.0038641407154500484, "eta_seconds": 14598.440176604083, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 11959, "loss_box_reg": 0.007523802574723959, "loss_cls": 0.033328376593999565, "loss_rpn_cls": 0.0007458349576836554, "loss_rpn_loc": 0.0012237112223374425, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5240310644730926, "total_loss": 0.0440783159745024}
{"data_time": 0.0036512818187475204, "eta_seconds": 14580.763340631733, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.07280701754385965, "fast_rcnn/fg_cls_accuracy": 0.9271929824561403, "iteration": 11979, "loss_box_reg": 0.007519289065385237, "loss_cls": 0.03236474175355397, "loss_rpn_cls": 0.0008934041507586699, "loss_rpn_loc": 0.00115179252679809, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5138694404158741, "total_loss": 0.044393166012241636}
{"data_time": 0.003464839421212673, "eta_seconds": 14570.356314943405, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14166666666666666, "fast_rcnn/fg_cls_accuracy": 0.846875, "iteration": 11999, "loss_box_reg": 0.00781960430322215, "loss_cls": 0.034159337665187195, "loss_rpn_cls": 0.0009681864731021506, "loss_rpn_loc": 0.0013759214434685418, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5173798233736306, "total_loss": 0.044479035984068105}
{"data_time": 0.0038192833308130503, "eta_seconds": 14559.949289255077, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11219358893777498, "fast_rcnn/fg_cls_accuracy": 0.887806411062225, "iteration": 12019, "loss_box_reg": 0.0078259032452479, "loss_cls": 0.03523675209726207, "loss_rpn_cls": 0.0008399064108957077, "loss_rpn_loc": 0.0015132899134187028, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5134071279317141, "total_loss": 0.045535751754869125}
{"data_time": 0.0035787324886769056, "eta_seconds": 14552.258713303832, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10832791151594015, "fast_rcnn/fg_cls_accuracy": 0.8916720884840599, "iteration": 12039, "loss_box_reg": 0.008096854377072304, "loss_cls": 0.0355916048574727, "loss_rpn_cls": 0.0010934465201444254, "loss_rpn_loc": 0.0015833644738449948, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5261973531451076, "total_loss": 0.044814894148828444}
{"data_time": 0.003844983410090208, "eta_seconds": 14536.525873399572, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20204081632653062, "fast_rcnn/fg_cls_accuracy": 0.7979591836734694, "iteration": 12059, "loss_box_reg": 0.0075520536047406495, "loss_cls": 0.03559443057747558, "loss_rpn_cls": 0.0007123159536490675, "loss_rpn_loc": 0.001186321771456278, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5177078859414905, "total_loss": 0.045718402097122635}
{"data_time": 0.0036623943597078323, "eta_seconds": 14534.207875305321, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11011904761904762, "fast_rcnn/fg_cls_accuracy": 0.8898809523809523, "iteration": 12079, "loss_box_reg": 0.00769851912627928, "loss_cls": 0.035143275978043675, "loss_rpn_cls": 0.0006555043667049176, "loss_rpn_loc": 0.00141688128678652, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258491984568536, "total_loss": 0.04664203446623105}
{"data_time": 0.003551551140844822, "eta_seconds": 14521.031807156047, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.07059800664451826, "fast_rcnn/fg_cls_accuracy": 0.9294019933554818, "iteration": 12099, "loss_box_reg": 0.008013268408831209, "loss_cls": 0.034650937508558854, "loss_rpn_cls": 0.0010040827222894677, "loss_rpn_loc": 0.0013224923895904794, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5249212847556919, "total_loss": 0.04669888811611145}
{"data_time": 0.0038534863851964474, "eta_seconds": 14510.622838440118, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.07793522267206478, "fast_rcnn/fg_cls_accuracy": 0.9033834586466165, "iteration": 12119, "loss_box_reg": 0.00814631293178536, "loss_cls": 0.03273632377386093, "loss_rpn_cls": 0.0009783385405626177, "loss_rpn_loc": 0.0015460628383152653, "lr": 0.005, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5210572879295796, "total_loss": 0.042959914594121074}
{"data_time": 0.0037168285343796015, "eta_seconds": 14489.674923498882, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19671261930010603, "fast_rcnn/fg_cls_accuracy": 0.8032873806998939, "iteration": 12139, "loss_box_reg": 0.007838581455871463, "loss_cls": 0.034583772998303175, "loss_rpn_cls": 0.000839526609411223, "loss_rpn_loc": 0.001412224148225505, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5099284655880183, "total_loss": 0.04550903864492284}
{"data_time": 0.003600863041356206, "eta_seconds": 14475.368795037735, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17721164613661813, "fast_rcnn/fg_cls_accuracy": 0.8227883538633818, "iteration": 12159, "loss_box_reg": 0.008094033430097625, "loss_cls": 0.03491587215103209, "loss_rpn_cls": 0.0006367293146354314, "loss_rpn_loc": 0.001367537541227648, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5148033790756017, "total_loss": 0.04547753442901126}
{"data_time": 0.00362681457772851, "eta_seconds": 14464.97019671509, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3247200689061154, "fast_rcnn/fg_cls_accuracy": 0.6752799310938846, "iteration": 12179, "loss_box_reg": 0.007793350116116926, "loss_cls": 0.03628335692337714, "loss_rpn_cls": 0.001075830624728269, "loss_rpn_loc": 0.0014295415803644573, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.510377059224993, "total_loss": 0.04683203462900565}
{"data_time": 0.0034230095334351063, "eta_seconds": 14463.689767953241, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.15707236842105263, "fast_rcnn/fg_cls_accuracy": 0.8429276315789473, "iteration": 12199, "loss_box_reg": 0.007456428662408143, "loss_cls": 0.03440998701262288, "loss_rpn_cls": 0.0006624766073883848, "loss_rpn_loc": 0.00135148092158488, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5242631572764367, "total_loss": 0.044201811695529614}
{"data_time": 0.0037945809308439493, "eta_seconds": 14453.284610032337, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 12219, "loss_box_reg": 0.008013837970793247, "loss_cls": 0.03424175185500644, "loss_rpn_cls": 0.0012228138150476298, "loss_rpn_loc": 0.0017837845043686684, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5242089340463281, "total_loss": 0.044779936861459646}
{"data_time": 0.003417416475713253, "eta_seconds": 14446.92145863478, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.8352713178294574, "iteration": 12239, "loss_box_reg": 0.00875883927801624, "loss_cls": 0.03411031138966791, "loss_rpn_cls": 0.0009551111154451064, "loss_rpn_loc": 0.0014650676712335553, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5233494390267879, "total_loss": 0.04469381141007034}
{"data_time": 0.003579799085855484, "eta_seconds": 14436.51338871033, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09347826086956522, "fast_rcnn/fg_cls_accuracy": 0.9065217391304348, "iteration": 12259, "loss_box_reg": 0.007712841514148749, "loss_cls": 0.03677653198246844, "loss_rpn_cls": 0.000686699354105258, "loss_rpn_loc": 0.0014109634721535258, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.517821763176471, "total_loss": 0.04819864742319169}
{"data_time": 0.0033817621879279613, "eta_seconds": 14422.069136269623, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16346153846153846, "fast_rcnn/fg_cls_accuracy": 0.8365384615384615, "iteration": 12279, "loss_box_reg": 0.0076608347008004785, "loss_cls": 0.0338232260546647, "loss_rpn_cls": 0.0005510843823515188, "loss_rpn_loc": 0.001154174573457567, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5198563050944358, "total_loss": 0.04399677455464257}
{"data_time": 0.003706420073285699, "eta_seconds": 14406.463696774794, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1, "fast_rcnn/fg_cls_accuracy": 0.8999999999999999, "iteration": 12299, "loss_box_reg": 0.007517257909057662, "loss_cls": 0.03545384429162368, "loss_rpn_cls": 0.0010351355258819694, "loss_rpn_loc": 0.0014626553565904032, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5114959354978055, "total_loss": 0.04507954761777455}
{"data_time": 0.003540865145623684, "eta_seconds": 14401.258820427814, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 12319, "loss_box_reg": 0.007872270100051537, "loss_cls": 0.036533067031996325, "loss_rpn_cls": 0.0006890990718488865, "loss_rpn_loc": 0.0015389657382911537, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5263888307381421, "total_loss": 0.04542912110656516}
{"data_time": 0.00379883567802608, "eta_seconds": 14385.660890093772, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17099811676082863, "fast_rcnn/fg_cls_accuracy": 0.8290018832391715, "iteration": 12339, "loss_box_reg": 0.008009973651496693, "loss_cls": 0.03399447456467897, "loss_rpn_cls": 0.0008129116008603887, "loss_rpn_loc": 0.0014786091232963372, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142907951958477, "total_loss": 0.04357848111988005}
{"data_time": 0.003777884878218174, "eta_seconds": 14380.448504586006, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08815958815958816, "fast_rcnn/fg_cls_accuracy": 0.9118404118404119, "iteration": 12359, "loss_box_reg": 0.007528519839979708, "loss_cls": 0.03236533945892006, "loss_rpn_cls": 0.000731554578635496, "loss_rpn_loc": 0.0015755434651509859, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5208208779804409, "total_loss": 0.04335450322435008}
{"data_time": 0.0036314374301582575, "eta_seconds": 14364.85808341275, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14839181286549707, "fast_rcnn/fg_cls_accuracy": 0.8451897018970189, "iteration": 12379, "loss_box_reg": 0.008112905925372615, "loss_cls": 0.033613631647313014, "loss_rpn_cls": 0.0004267568335762917, "loss_rpn_loc": 0.0012757521653838921, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5234592724591494, "total_loss": 0.04313844614785012}
{"data_time": 0.003369147889316082, "eta_seconds": 14344.25496432907, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.1471291866028708, "fast_rcnn/fg_cls_accuracy": 0.8273026315789473, "iteration": 12399, "loss_box_reg": 0.007462735447916202, "loss_cls": 0.03599816374480724, "loss_rpn_cls": 0.0007849687557381912, "loss_rpn_loc": 0.0016005629368009977, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5084812534041703, "total_loss": 0.04637676815048053}
{"data_time": 0.003495379351079464, "eta_seconds": 14340.187016843352, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08974358974358974, "fast_rcnn/fg_cls_accuracy": 0.9102564102564104, "iteration": 12419, "loss_box_reg": 0.007634629495441914, "loss_cls": 0.03354483190923929, "loss_rpn_cls": 0.0008062357567268919, "loss_rpn_loc": 0.0015836507882340811, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5234018734190613, "total_loss": 0.043695032557195645}
{"data_time": 0.003989280434325337, "eta_seconds": 14338.827872902388, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15192307692307694, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 12439, "loss_box_reg": 0.00773264589952305, "loss_cls": 0.03439059027004987, "loss_rpn_cls": 0.0005641820664550323, "loss_rpn_loc": 0.0013275733763293829, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5252103018574417, "total_loss": 0.04457616687921018}
{"data_time": 0.0035462938249111176, "eta_seconds": 14328.422714981483, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16916729182295576, "fast_rcnn/fg_cls_accuracy": 0.8308327081770442, "iteration": 12459, "loss_box_reg": 0.00738796591758728, "loss_cls": 0.03486483235610649, "loss_rpn_cls": 0.0007126491093458753, "loss_rpn_loc": 0.0014445829910982866, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.524236673489213, "total_loss": 0.04433883790500204}
{"data_time": 0.003389582969248295, "eta_seconds": 14318.017557060579, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19785169785169787, "fast_rcnn/fg_cls_accuracy": 0.8021483021483021, "iteration": 12479, "loss_box_reg": 0.007541652914369479, "loss_cls": 0.031391276890644804, "loss_rpn_cls": 0.0009789797985320092, "loss_rpn_loc": 0.0013404923920461442, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5190660362131894, "total_loss": 0.04241543339287546}
{"data_time": 0.003405015217140317, "eta_seconds": 14298.592623552773, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12049941927990708, "fast_rcnn/fg_cls_accuracy": 0.8795005807200929, "iteration": 12499, "loss_box_reg": 0.007575311523396522, "loss_cls": 0.03265844227280468, "loss_rpn_cls": 0.0012217820351452247, "loss_rpn_loc": 0.001489033911639126, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.522154149133712, "total_loss": 0.0450229980312713}
{"data_time": 0.0033189060632139444, "eta_seconds": 14286.014781332342, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16823899371069181, "fast_rcnn/fg_cls_accuracy": 0.8317610062893082, "iteration": 12519, "loss_box_reg": 0.0074087881948798895, "loss_cls": 0.03429756558034569, "loss_rpn_cls": 0.0010142063180182959, "loss_rpn_loc": 0.0015676470602556947, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5241790369618684, "total_loss": 0.04498561010473168}
{"data_time": 0.003489002352580428, "eta_seconds": 14267.198840038385, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13240418118466898, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 12539, "loss_box_reg": 0.0081430867430754, "loss_cls": 0.033203256491106004, "loss_rpn_cls": 0.000577494253320765, "loss_rpn_loc": 0.0015184439107542858, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5135151236318052, "total_loss": 0.04486782191588645}
{"data_time": 0.003938918700441718, "eta_seconds": 14257.970444271807, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12372448979591837, "fast_rcnn/fg_cls_accuracy": 0.8762755102040816, "iteration": 12559, "loss_box_reg": 0.008320987952174619, "loss_cls": 0.037219927209662274, "loss_rpn_cls": 0.0010376523703143903, "loss_rpn_loc": 0.0015371219978987938, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5238453571218997, "total_loss": 0.04811337405578797}
{"data_time": 0.003406133968383074, "eta_seconds": 14247.578716241289, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09612462006079027, "fast_rcnn/fg_cls_accuracy": 0.9038753799392097, "iteration": 12579, "loss_box_reg": 0.007877017604187131, "loss_cls": 0.032932257308857515, "loss_rpn_cls": 0.0007104092771328396, "loss_rpn_loc": 0.0014359343294927385, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249000936746597, "total_loss": 0.041883135605644384}
{"data_time": 0.0033385232090950012, "eta_seconds": 14236.02619773103, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19528619528619529, "fast_rcnn/fg_cls_accuracy": 0.8047138047138047, "iteration": 12599, "loss_box_reg": 0.007197414175607264, "loss_cls": 0.03462869918439537, "loss_rpn_cls": 0.000822621517954758, "loss_rpn_loc": 0.001143266754297656, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5176414754241705, "total_loss": 0.04443585425917718}
{"data_time": 0.003661444876343012, "eta_seconds": 14223.018336444162, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1039136302294197, "fast_rcnn/fg_cls_accuracy": 0.8960863697705803, "iteration": 12619, "loss_box_reg": 0.008264345378847793, "loss_cls": 0.036387584172189236, "loss_rpn_cls": 0.0005744580428199697, "loss_rpn_loc": 0.001415252054357552, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5187688840087503, "total_loss": 0.04783876430536793}
{"data_time": 0.0035218510311096907, "eta_seconds": 14216.403532149736, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24166666666666667, "fast_rcnn/fg_cls_accuracy": 0.7583333333333333, "iteration": 12639, "loss_box_reg": 0.007789027295075357, "loss_cls": 0.0354953741771169, "loss_rpn_cls": 0.0006631812284467742, "loss_rpn_loc": 0.0014493008129647933, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519709920277819, "total_loss": 0.04422357894242168}
{"data_time": 0.0035774840507656336, "eta_seconds": 14204.853555423673, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.148989898989899, "fast_rcnn/fg_cls_accuracy": 0.8430555555555556, "iteration": 12659, "loss_box_reg": 0.007471434102626517, "loss_cls": 0.03365502104861662, "loss_rpn_cls": 0.0007620171872986248, "loss_rpn_loc": 0.0013220649707363918, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5134578321594745, "total_loss": 0.0437158597031555}
{"data_time": 0.003594322595745325, "eta_seconds": 14192.11646034848, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30705574912891986, "fast_rcnn/fg_cls_accuracy": 0.6929442508710801, "iteration": 12679, "loss_box_reg": 0.008023536793189123, "loss_cls": 0.0369044569961261, "loss_rpn_cls": 0.0006289774266861059, "loss_rpn_loc": 0.0013126670855854172, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5248334687203169, "total_loss": 0.0480840121942947}
{"data_time": 0.003770135110244155, "eta_seconds": 14192.734502107603, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22688477951635846, "fast_rcnn/fg_cls_accuracy": 0.7686222808174028, "iteration": 12699, "loss_box_reg": 0.008519364462699741, "loss_cls": 0.03560659885988571, "loss_rpn_cls": 0.0007714437409731545, "loss_rpn_loc": 0.0013955631366115995, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5249016643501818, "total_loss": 0.04668389519849825}
{"data_time": 0.0035110674798488617, "eta_seconds": 14195.7128353687, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16817496229260936, "fast_rcnn/fg_cls_accuracy": 0.815018315018315, "iteration": 12719, "loss_box_reg": 0.008001697977306321, "loss_cls": 0.033687106333673, "loss_rpn_cls": 0.0007229114032725192, "loss_rpn_loc": 0.0012358264339127345, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5298430817201734, "total_loss": 0.04503578721187296}
{"data_time": 0.0035073119215667248, "eta_seconds": 14185.30580275599, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.08069381598793363, "fast_rcnn/fg_cls_accuracy": 0.9193061840120664, "iteration": 12739, "loss_box_reg": 0.007359914627159014, "loss_cls": 0.033770409296266735, "loss_rpn_cls": 0.0005119143680758498, "loss_rpn_loc": 0.001890916915726848, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5227518768515438, "total_loss": 0.045310277745500116}
{"data_time": 0.003718399675562978, "eta_seconds": 14165.759912709007, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11830357142857142, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 12759, "loss_box_reg": 0.007094449130818248, "loss_cls": 0.03583765009534545, "loss_rpn_cls": 0.0008482497132717981, "loss_rpn_loc": 0.0017582481013960205, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5303698950447142, "total_loss": 0.04646365140291664}
{"data_time": 0.003709520446136594, "eta_seconds": 14160.469761375105, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.7977272727272727, "iteration": 12779, "loss_box_reg": 0.008178855292499065, "loss_cls": 0.03600587073015049, "loss_rpn_cls": 0.0009193251798933488, "loss_rpn_loc": 0.0014593536398024298, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148603469133377, "total_loss": 0.04753468319779586}
{"data_time": 0.0035741981118917465, "eta_seconds": 14130.221602067817, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1925064599483204, "fast_rcnn/fg_cls_accuracy": 0.8074935400516796, "iteration": 12799, "loss_box_reg": 0.007947345933644101, "loss_cls": 0.03689159560599364, "loss_rpn_cls": 0.001031264705943613, "loss_rpn_loc": 0.0016168047059181845, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5152225696947426, "total_loss": 0.04777371781267448}
{"data_time": 0.003476107493042946, "eta_seconds": 14119.832115209196, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20202020202020202, "fast_rcnn/fg_cls_accuracy": 0.746031746031746, "iteration": 12819, "loss_box_reg": 0.007863819279009476, "loss_cls": 0.033885168755659834, "loss_rpn_cls": 0.0008469362747973719, "loss_rpn_loc": 0.0014734634423803072, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5261082919314504, "total_loss": 0.04518275229253277}
{"data_time": 0.0034183228854089975, "eta_seconds": 14121.598144263262, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13279530447542187, "fast_rcnn/fg_cls_accuracy": 0.8672046955245781, "iteration": 12839, "loss_box_reg": 0.00808853967464529, "loss_cls": 0.03446495273965411, "loss_rpn_cls": 0.0009290504548005174, "loss_rpn_loc": 0.0012047812560922466, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.520799909485504, "total_loss": 0.046035411273919635}
{"data_time": 0.0035375538282096386, "eta_seconds": 14127.61255993531, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18643132928847217, "fast_rcnn/fg_cls_accuracy": 0.8135686707115279, "iteration": 12859, "loss_box_reg": 0.00791167060378939, "loss_cls": 0.03420528062270023, "loss_rpn_cls": 0.0007636255907073064, "loss_rpn_loc": 0.0012521709468273912, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379726586397737, "total_loss": 0.04586899524315413}
{"data_time": 0.0036185344215482473, "eta_seconds": 14122.499339384958, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1458966565349544, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 12879, "loss_box_reg": 0.008271240076282993, "loss_cls": 0.035434005956631154, "loss_rpn_cls": 0.0005865532398274809, "loss_rpn_loc": 0.0017460452490922762, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5248053972609341, "total_loss": 0.046414019485382596}
{"data_time": 0.003699945518746972, "eta_seconds": 14114.461635659682, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8435435435435436, "iteration": 12899, "loss_box_reg": 0.007656191155547276, "loss_cls": 0.035623234434751794, "loss_rpn_cls": 0.000871343797030022, "loss_rpn_loc": 0.0013098553299641935, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166704182047397, "total_loss": 0.04559008636118733}
{"data_time": 0.0035317386500537395, "eta_seconds": 14104.045443168143, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12691029900332226, "fast_rcnn/fg_cls_accuracy": 0.8521075581395349, "iteration": 12919, "loss_box_reg": 0.007595521834446117, "loss_cls": 0.03381902482942678, "loss_rpn_cls": 0.0007349244679062394, "loss_rpn_loc": 0.0016566814192628954, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5152602614834905, "total_loss": 0.04357597606815489}
{"data_time": 0.0036254224833101034, "eta_seconds": 14094.47410215973, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.065, "fast_rcnn/fg_cls_accuracy": 0.911219512195122, "iteration": 12939, "loss_box_reg": 0.00795402069343254, "loss_cls": 0.0357828937121667, "loss_rpn_cls": 0.0008927406756811251, "loss_rpn_loc": 0.0015033849194878712, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5112837820779532, "total_loss": 0.04620320076514872}
{"data_time": 0.003442254150286317, "eta_seconds": 14078.172627772437, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8153409090909092, "iteration": 12959, "loss_box_reg": 0.007794955075951293, "loss_cls": 0.0367893259099219, "loss_rpn_cls": 0.0009328726366106821, "loss_rpn_loc": 0.0012648648225876968, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196448969654739, "total_loss": 0.04798815772915077}
{"data_time": 0.003593869972974062, "eta_seconds": 14065.1493674519, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09382151029748284, "fast_rcnn/fg_cls_accuracy": 0.9061784897025171, "iteration": 12979, "loss_box_reg": 0.008396010991418734, "loss_cls": 0.03657213260885328, "loss_rpn_cls": 0.0008123567949240851, "loss_rpn_loc": 0.0014049361907382263, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109739014878869, "total_loss": 0.04738995111347322}
{"data_time": 0.0037912889383733273, "eta_seconds": 14061.40273919981, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17135549872122763, "fast_rcnn/fg_cls_accuracy": 0.8286445012787724, "iteration": 12999, "loss_box_reg": 0.007395338790956885, "loss_cls": 0.031214259011903778, "loss_rpn_cls": 0.0007889747543003978, "loss_rpn_loc": 0.00124202072765911, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5241215960122645, "total_loss": 0.040615918822140884}
{"data_time": 0.0033785481937229633, "eta_seconds": 14046.758709970163, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10961158657011191, "fast_rcnn/fg_cls_accuracy": 0.8762755102040816, "iteration": 13019, "loss_box_reg": 0.008245517674367875, "loss_cls": 0.03645720289205201, "loss_rpn_cls": 0.001054167844586118, "loss_rpn_loc": 0.001381312406010693, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.509435964981094, "total_loss": 0.046825722313997176}
{"data_time": 0.00371910841204226, "eta_seconds": 14031.338949186495, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14204545454545453, "fast_rcnn/fg_cls_accuracy": 0.8579545454545454, "iteration": 13039, "loss_box_reg": 0.007680651178816333, "loss_cls": 0.031550823186989874, "loss_rpn_cls": 0.0009567361918243478, "loss_rpn_loc": 0.0014913842223904794, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5218291997443885, "total_loss": 0.04124462770914761}
{"data_time": 0.0033899336121976376, "eta_seconds": 14026.937842492945, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.07692307692307693, "fast_rcnn/fg_cls_accuracy": 0.9230769230769231, "iteration": 13059, "loss_box_reg": 0.007316730072489008, "loss_cls": 0.0343713469337672, "loss_rpn_cls": 0.0008620047512550855, "loss_rpn_loc": 0.001334002361545572, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5259770897682756, "total_loss": 0.04473243941464489}
{"data_time": 0.003664940595626831, "eta_seconds": 14015.521709021414, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.23432601880877743, "fast_rcnn/fg_cls_accuracy": 0.758098223615465, "iteration": 13079, "loss_box_reg": 0.007462808018317446, "loss_cls": 0.034465580742107704, "loss_rpn_cls": 0.0012749189511112036, "loss_rpn_loc": 0.0016378849031752907, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5136447623372078, "total_loss": 0.04437010883225412}
{"data_time": 0.0032293880358338356, "eta_seconds": 14005.10937537183, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10795454545454546, "fast_rcnn/fg_cls_accuracy": 0.8920454545454546, "iteration": 13099, "loss_box_reg": 0.0076817719236714765, "loss_cls": 0.03302170310053043, "loss_rpn_cls": 0.0007351992057920143, "loss_rpn_loc": 0.0013762658782070503, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5200846469961107, "total_loss": 0.04294904890389262}
{"data_time": 0.0035859360359609127, "eta_seconds": 13995.698605992831, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10326797385620914, "fast_rcnn/fg_cls_accuracy": 0.8770739064856712, "iteration": 13119, "loss_box_reg": 0.007605972292367369, "loss_cls": 0.03475415092543699, "loss_rpn_cls": 0.0011760518118535401, "loss_rpn_loc": 0.0012085123307770118, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5292104708496481, "total_loss": 0.04450770174310037}
{"data_time": 0.0035259032156318426, "eta_seconds": 13988.494462340139, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21666666666666667, "fast_rcnn/fg_cls_accuracy": 0.7427631578947369, "iteration": 13139, "loss_box_reg": 0.007070492720231414, "loss_cls": 0.032450777071062475, "loss_rpn_cls": 0.0011017506985808723, "loss_rpn_loc": 0.001361759252176853, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5167967190500349, "total_loss": 0.043952322310019554}
{"data_time": 0.003669678932055831, "eta_seconds": 13981.129917367827, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1610305958132045, "fast_rcnn/fg_cls_accuracy": 0.8237577639751552, "iteration": 13159, "loss_box_reg": 0.007841499260393903, "loss_cls": 0.03673358939704485, "loss_rpn_cls": 0.000689964002447141, "loss_rpn_loc": 0.0011601236583373975, "lr": 0.005, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5270453954581171, "total_loss": 0.047368097408480025}
{"data_time": 0.0035044269170612097, "eta_seconds": 13971.280279619386, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1076388888888889, "fast_rcnn/fg_cls_accuracy": 0.8923611111111112, "iteration": 13179, "loss_box_reg": 0.0076442685385700315, "loss_cls": 0.03510600433219224, "loss_rpn_cls": 0.0007899800948507618, "loss_rpn_loc": 0.0014500414454232669, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5248396259266883, "total_loss": 0.044825455718637386}
{"data_time": 0.0038406611420214176, "eta_seconds": 13959.055482501863, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8803571428571428, "iteration": 13199, "loss_box_reg": 0.007957721769344062, "loss_cls": 0.034568119852337986, "loss_rpn_cls": 0.0006128520627726175, "loss_rpn_loc": 0.0016887216461327625, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232565479818732, "total_loss": 0.04436287426392482}
{"data_time": 0.0035097585059702396, "eta_seconds": 13948.638665605104, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11688311688311688, "fast_rcnn/fg_cls_accuracy": 0.8550420168067226, "iteration": 13219, "loss_box_reg": 0.008365982881514356, "loss_cls": 0.03501371684251353, "loss_rpn_cls": 0.000887158103978436, "loss_rpn_loc": 0.001269273489015177, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5216767459642142, "total_loss": 0.04617857668324632}
{"data_time": 0.003723098197951913, "eta_seconds": 13936.417121726088, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16117216117216115, "fast_rcnn/fg_cls_accuracy": 0.8388278388278387, "iteration": 13239, "loss_box_reg": 0.007515398436225951, "loss_cls": 0.03520441328873858, "loss_rpn_cls": 0.001280800181689301, "loss_rpn_loc": 0.0015083797843544744, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5276274571660906, "total_loss": 0.0458284902114201}
{"data_time": 0.0036657978780567646, "eta_seconds": 13926.825824347558, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08878048780487804, "fast_rcnn/fg_cls_accuracy": 0.911219512195122, "iteration": 13259, "loss_box_reg": 0.008059721381869167, "loss_cls": 0.03311867616139352, "loss_rpn_cls": 0.0007474650356584789, "loss_rpn_loc": 0.001585444526426727, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5225943457335234, "total_loss": 0.04422839962899161}
{"data_time": 0.0033080338034778833, "eta_seconds": 13911.703019130975, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 13279, "loss_box_reg": 0.007284943392733112, "loss_cls": 0.03555515967309475, "loss_rpn_cls": 0.00112976964533118, "loss_rpn_loc": 0.0011724897522071842, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5153148395475, "total_loss": 0.04384804648896079}
{"data_time": 0.0038485436234623194, "eta_seconds": 13898.710580358282, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08681732580037665, "fast_rcnn/fg_cls_accuracy": 0.9131826741996234, "iteration": 13299, "loss_box_reg": 0.007889370506745763, "loss_cls": 0.03476317983586341, "loss_rpn_cls": 0.0010473608395500378, "loss_rpn_loc": 0.0015869903727434576, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136260045692325, "total_loss": 0.045297900557898174}
{"data_time": 0.003841205732896924, "eta_seconds": 13880.50765447435, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17986054142739952, "fast_rcnn/fg_cls_accuracy": 0.8201394585726005, "iteration": 13319, "loss_box_reg": 0.008123825420625508, "loss_cls": 0.037528150336584076, "loss_rpn_cls": 0.0008328486946425073, "loss_rpn_loc": 0.0014929299868526869, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.510104852495715, "total_loss": 0.04663508283874762}
{"data_time": 0.0035093449987471104, "eta_seconds": 13880.465334121138, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8950843727072634, "iteration": 13339, "loss_box_reg": 0.007602607132866979, "loss_cls": 0.03426702189608477, "loss_rpn_cls": 0.00041980971252542076, "loss_rpn_loc": 0.0016233337519224733, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5330105845350772, "total_loss": 0.04428582169339279}
{"data_time": 0.0038805059157311916, "eta_seconds": 13870.052772451192, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2164343360234776, "fast_rcnn/fg_cls_accuracy": 0.733201581027668, "iteration": 13359, "loss_box_reg": 0.008088774629868567, "loss_cls": 0.034632748225703835, "loss_rpn_cls": 0.0007668096359338961, "loss_rpn_loc": 0.0012523450150183635, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5186493741348386, "total_loss": 0.04484906503262209}
{"data_time": 0.0034934261348098516, "eta_seconds": 13860.328581159003, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11532343584305407, "fast_rcnn/fg_cls_accuracy": 0.8846765641569458, "iteration": 13379, "loss_box_reg": 0.007720750814769417, "loss_cls": 0.033677131548756734, "loss_rpn_cls": 0.0012232622228793844, "loss_rpn_loc": 0.001283765315747587, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5245400825515389, "total_loss": 0.04364116329867329}
{"data_time": 0.0034150336869060993, "eta_seconds": 13856.270613228204, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.07255244755244755, "fast_rcnn/fg_cls_accuracy": 0.9027149321266968, "iteration": 13399, "loss_box_reg": 0.00743800270720385, "loss_cls": 0.03523255159961991, "loss_rpn_cls": 0.0011539994893610128, "loss_rpn_loc": 0.0014205961306288373, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519092500442639, "total_loss": 0.046268399401697025}
{"data_time": 0.0036278190091252327, "eta_seconds": 13845.852756295586, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14907407407407408, "fast_rcnn/fg_cls_accuracy": 0.8492424242424242, "iteration": 13419, "loss_box_reg": 0.007539228681707755, "loss_cls": 0.03222467817249708, "loss_rpn_cls": 0.0008680714377078402, "loss_rpn_loc": 0.0016955026530922623, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5231666350737214, "total_loss": 0.04457650972699412}
{"data_time": 0.0037834676913917065, "eta_seconds": 13830.211934237042, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1406172224987556, "fast_rcnn/fg_cls_accuracy": 0.8593827775012444, "iteration": 13439, "loss_box_reg": 0.007593702961457893, "loss_cls": 0.037341337389079854, "loss_rpn_cls": 0.0007243749503800245, "loss_rpn_loc": 0.001230898211360909, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147894925903529, "total_loss": 0.04807236139441784}
{"data_time": 0.0036379690282046795, "eta_seconds": 13817.634392327629, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10263157894736842, "fast_rcnn/fg_cls_accuracy": 0.8905502392344498, "iteration": 13459, "loss_box_reg": 0.007900986209278926, "loss_cls": 0.03310740931192413, "loss_rpn_cls": 0.0006586330819686737, "loss_rpn_loc": 0.0014488874385278905, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.514365340815857, "total_loss": 0.04211654424079825}
{"data_time": 0.00340094231069088, "eta_seconds": 13807.577402431518, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21905737704918032, "fast_rcnn/fg_cls_accuracy": 0.7809426229508196, "iteration": 13479, "loss_box_reg": 0.008033011021325365, "loss_cls": 0.031732404429931194, "loss_rpn_cls": 0.000631549488730343, "loss_rpn_loc": 0.0015609335641784128, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212283686269075, "total_loss": 0.04294880522377298}
{"data_time": 0.0034822355955839157, "eta_seconds": 13797.164840761572, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8803571428571428, "iteration": 13499, "loss_box_reg": 0.007486286194762215, "loss_cls": 0.03477260936051607, "loss_rpn_cls": 0.0009277406192040871, "loss_rpn_loc": 0.0012340548491920345, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5209335710387677, "total_loss": 0.045316580423275354}
{"data_time": 0.0034117945469915867, "eta_seconds": 13786.397511142306, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.0981717011128776, "fast_rcnn/fg_cls_accuracy": 0.9018282988871225, "iteration": 13519, "loss_box_reg": 0.007454373117070645, "loss_cls": 0.03284886374603957, "loss_rpn_cls": 0.0007145297174702137, "loss_rpn_loc": 0.001263547235794249, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235712400171906, "total_loss": 0.04285585477404652}
{"data_time": 0.0035865958780050278, "eta_seconds": 13778.142313611927, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1125, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 13539, "loss_box_reg": 0.007370753621216863, "loss_cls": 0.03756585391238332, "loss_rpn_cls": 0.0007498338413824968, "loss_rpn_loc": 0.0010309796361980261, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5236641438677907, "total_loss": 0.04798368672842912}
{"data_time": 0.003501067403703928, "eta_seconds": 13767.728389486903, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10977443609022555, "fast_rcnn/fg_cls_accuracy": 0.8822510822510823, "iteration": 13559, "loss_box_reg": 0.007728923199465498, "loss_cls": 0.034405049111228436, "loss_rpn_cls": 0.0006977715894436187, "loss_rpn_loc": 0.0013628506967506837, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5163286526221782, "total_loss": 0.0440452839959562}
{"data_time": 0.003532413160428405, "eta_seconds": 13757.31446536188, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16443850267379678, "fast_rcnn/fg_cls_accuracy": 0.7767379679144386, "iteration": 13579, "loss_box_reg": 0.007291362533578649, "loss_cls": 0.03347948772716336, "loss_rpn_cls": 0.000994966536723041, "loss_rpn_loc": 0.0013951103537692688, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221756636165082, "total_loss": 0.044169426015173485}
{"data_time": 0.0036355501506477594, "eta_seconds": 13745.784713991918, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14253246753246754, "fast_rcnn/fg_cls_accuracy": 0.8574675324675325, "iteration": 13599, "loss_box_reg": 0.007796098885592073, "loss_cls": 0.03478500945493579, "loss_rpn_cls": 0.0005912057281420857, "loss_rpn_loc": 0.0011769717220886378, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5167807620018721, "total_loss": 0.045208943360592}
{"data_time": 0.003672268008813262, "eta_seconds": 13737.148499636678, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.09735872235872237, "fast_rcnn/fg_cls_accuracy": 0.8691077441077442, "iteration": 13619, "loss_box_reg": 0.007255034142872319, "loss_cls": 0.03486297227209434, "loss_rpn_cls": 0.000981612311761637, "loss_rpn_loc": 0.0016481270340591436, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5272113271057606, "total_loss": 0.04604800204924686}
{"data_time": 0.0036015065852552652, "eta_seconds": 13726.734073724365, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10208333333333333, "fast_rcnn/fg_cls_accuracy": 0.8979166666666667, "iteration": 13639, "loss_box_reg": 0.007581564583233558, "loss_cls": 0.03531278093578294, "loss_rpn_cls": 0.0005934530747140343, "loss_rpn_loc": 0.0011963718025072012, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5232574702240527, "total_loss": 0.04514031402840146}
{"data_time": 0.004110940033569932, "eta_seconds": 13716.319647812052, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0898989898989899, "fast_rcnn/fg_cls_accuracy": 0.9101010101010101, "iteration": 13659, "loss_box_reg": 0.007682839626795612, "loss_cls": 0.034598182013724, "loss_rpn_cls": 0.0005753571455215933, "loss_rpn_loc": 0.00115252444811631, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5177111288066953, "total_loss": 0.044755790341952206}
{"data_time": 0.003453827928751707, "eta_seconds": 13705.244844736764, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1261930010604454, "fast_rcnn/fg_cls_accuracy": 0.8738069989395546, "iteration": 13679, "loss_box_reg": 0.007558691722806543, "loss_cls": 0.03288547458942048, "loss_rpn_cls": 0.0004889074769209856, "loss_rpn_loc": 0.001393150865624193, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.521579653955996, "total_loss": 0.0422364457446065}
{"data_time": 0.003884711302816868, "eta_seconds": 13692.686867586337, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11398176291793313, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 13699, "loss_box_reg": 0.007821496546966955, "loss_cls": 0.03408912097802386, "loss_rpn_cls": 0.0006485757228347211, "loss_rpn_loc": 0.001442850172679755, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104589490219951, "total_loss": 0.0447240782470999}
{"data_time": 0.0035428230185061693, "eta_seconds": 13676.443421108881, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3161047027506655, "fast_rcnn/fg_cls_accuracy": 0.6838952972493345, "iteration": 13719, "loss_box_reg": 0.007518164318753406, "loss_cls": 0.03554188820999116, "loss_rpn_cls": 0.0006772937656478462, "loss_rpn_loc": 0.0015369011725852033, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5158343324437737, "total_loss": 0.04530122541609671}
{"data_time": 0.003528962144628167, "eta_seconds": 13671.862280129455, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 13739, "loss_box_reg": 0.007358607137575746, "loss_cls": 0.03423560690134764, "loss_rpn_cls": 0.0009267588624197742, "loss_rpn_loc": 0.0018571329492260702, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5279212014283985, "total_loss": 0.04487440688581046}
{"data_time": 0.0035229786299169064, "eta_seconds": 13660.29429219081, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1753472222222222, "fast_rcnn/fg_cls_accuracy": 0.8246527777777778, "iteration": 13759, "loss_box_reg": 0.007492868549888954, "loss_cls": 0.03424655244452879, "loss_rpn_cls": 0.0007749530575438257, "loss_rpn_loc": 0.0013943417216069065, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.520649385638535, "total_loss": 0.045035699304435184}
{"data_time": 0.0035118835512548685, "eta_seconds": 13649.88287929329, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 13779, "loss_box_reg": 0.0071102402289398015, "loss_cls": 0.03354359895456582, "loss_rpn_cls": 0.0010364649104985801, "loss_rpn_loc": 0.0013030399459239561, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5123742364812642, "total_loss": 0.04485306922140353}
{"data_time": 0.004092523595318198, "eta_seconds": 13640.976415712386, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1409090909090909, "fast_rcnn/fg_cls_accuracy": 0.8491477272727272, "iteration": 13799, "loss_box_reg": 0.00714880001032725, "loss_cls": 0.036250139033654705, "loss_rpn_cls": 0.000576148294385348, "loss_rpn_loc": 0.0013354855764191598, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.514646775322035, "total_loss": 0.04549037572272141}
{"data_time": 0.003432000521570444, "eta_seconds": 13630.213105215691, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.08148148148148149, "fast_rcnn/fg_cls_accuracy": 0.8949494949494949, "iteration": 13819, "loss_box_reg": 0.007687376870308071, "loss_cls": 0.03191506495932117, "loss_rpn_cls": 0.0007723040872065212, "loss_rpn_loc": 0.0018251431556564057, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5269234254956245, "total_loss": 0.044931158322640385}
{"data_time": 0.003426477313041687, "eta_seconds": 13615.069624090567, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09639953542392567, "fast_rcnn/fg_cls_accuracy": 0.9036004645760743, "iteration": 13839, "loss_box_reg": 0.007271103037055582, "loss_cls": 0.03370412765070796, "loss_rpn_cls": 0.001249455269316968, "loss_rpn_loc": 0.0012166749074822292, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5177682624198496, "total_loss": 0.04468206302908584}
{"data_time": 0.0033519009593874216, "eta_seconds": 13582.445499052526, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2554166666666666, "fast_rcnn/fg_cls_accuracy": 0.7341666666666666, "iteration": 13859, "loss_box_reg": 0.007476774335373193, "loss_cls": 0.033586577977985144, "loss_rpn_cls": 0.0006781259234287518, "loss_rpn_loc": 0.0015292955122276908, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5190550875850022, "total_loss": 0.041811388167957375}
{"data_time": 0.003610314102843404, "eta_seconds": 13564.647981627379, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24390243902439024, "fast_rcnn/fg_cls_accuracy": 0.7553802008608321, "iteration": 13879, "loss_box_reg": 0.007328356790821999, "loss_cls": 0.03675935976207256, "loss_rpn_cls": 0.0006614522362724529, "loss_rpn_loc": 0.0016514335293322802, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5102901575155556, "total_loss": 0.046681998168367045}
{"data_time": 0.00349516817368567, "eta_seconds": 13555.383478744887, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2515406162464986, "fast_rcnn/fg_cls_accuracy": 0.7156862745098039, "iteration": 13899, "loss_box_reg": 0.007079831848386675, "loss_cls": 0.03525139798875898, "loss_rpn_cls": 0.0005243691635996583, "loss_rpn_loc": 0.0011041579418815672, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5214208180550486, "total_loss": 0.04445965317484024}
{"data_time": 0.003498394275084138, "eta_seconds": 13544.996609675698, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12347560975609756, "fast_rcnn/fg_cls_accuracy": 0.8765243902439024, "iteration": 13919, "loss_box_reg": 0.007746405230136588, "loss_cls": 0.03303017030702904, "loss_rpn_cls": 0.0007650449438187934, "loss_rpn_loc": 0.001140683798439568, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5205222500953823, "total_loss": 0.04319724782851608}
{"data_time": 0.0036629370879381895, "eta_seconds": 13540.878778578015, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11346153846153846, "fast_rcnn/fg_cls_accuracy": 0.8865384615384615, "iteration": 13939, "loss_box_reg": 0.00694993170327507, "loss_cls": 0.03482871514279395, "loss_rpn_cls": 0.000771368655250626, "loss_rpn_loc": 0.0015454008807864739, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5214548010844737, "total_loss": 0.04477950009578535}
{"data_time": 0.0037359485868364573, "eta_seconds": 13530.487098459387, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 13959, "loss_box_reg": 0.00754117188625969, "loss_cls": 0.03488951388862915, "loss_rpn_cls": 0.0007582669785506368, "loss_rpn_loc": 0.0010224030938843498, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185854034498334, "total_loss": 0.0448474233888021}
{"data_time": 0.0036825898569077253, "eta_seconds": 13520.09541834076, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.17549261083743845, "fast_rcnn/fg_cls_accuracy": 0.7722222222222223, "iteration": 13979, "loss_box_reg": 0.007391179955448024, "loss_cls": 0.035382499831030145, "loss_rpn_cls": 0.000480324828799894, "loss_rpn_loc": 0.0011561489081941545, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5073992274701595, "total_loss": 0.044592743570774473}
{"data_time": 0.003926012897863984, "eta_seconds": 13502.331923367921, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16717325227963525, "fast_rcnn/fg_cls_accuracy": 0.7756838905775076, "iteration": 13999, "loss_box_reg": 0.007482171553419903, "loss_cls": 0.032873331889277324, "loss_rpn_cls": 0.001284601078623382, "loss_rpn_loc": 0.0013691703534277622, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5242928105872124, "total_loss": 0.043092237758173724}
{"data_time": 0.0035867318511009216, "eta_seconds": 13510.11184014962, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10874704491725767, "fast_rcnn/fg_cls_accuracy": 0.8912529550827423, "iteration": 14019, "loss_box_reg": 0.007484991860110313, "loss_cls": 0.03508266288554296, "loss_rpn_cls": 0.0006447415489674313, "loss_rpn_loc": 0.0013071025587123586, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191694290842861, "total_loss": 0.044512945636711265}
{"data_time": 0.0035722539760172367, "eta_seconds": 13481.797477618326, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08628048780487804, "fast_rcnn/fg_cls_accuracy": 0.8798701298701299, "iteration": 14039, "loss_box_reg": 0.0071480811457149684, "loss_cls": 0.033705130947055295, "loss_rpn_cls": 0.0006548678302351618, "loss_rpn_loc": 0.0013190935023885686, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.514691409887746, "total_loss": 0.04429089982477308}
{"data_time": 0.003500013379380107, "eta_seconds": 13470.850375191774, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17651098901098902, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 14059, "loss_box_reg": 0.00748573656892404, "loss_cls": 0.03807296970626339, "loss_rpn_cls": 0.0009836263366196363, "loss_rpn_loc": 0.001369396670270362, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5241128047928214, "total_loss": 0.0480396231615714}
{"data_time": 0.0034941874910146, "eta_seconds": 13466.3191421472, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.16619398752127057, "fast_rcnn/fg_cls_accuracy": 0.8204462895692787, "iteration": 14079, "loss_box_reg": 0.007306719839107245, "loss_cls": 0.03389047281234525, "loss_rpn_cls": 0.0007898388714693283, "loss_rpn_loc": 0.0014105546943028457, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5233796073589474, "total_loss": 0.04402296661419314}
{"data_time": 0.00354604865424335, "eta_seconds": 13476.113887767075, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22636949516648763, "fast_rcnn/fg_cls_accuracy": 0.7256335282651072, "iteration": 14099, "loss_box_reg": 0.007893962931120768, "loss_cls": 0.03463465295499191, "loss_rpn_cls": 0.0009992700894088102, "loss_rpn_loc": 0.001544155918963952, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5227366334293038, "total_loss": 0.046428276254744105}
{"data_time": 0.0038798723835498095, "eta_seconds": 13445.538587165298, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1471861471861472, "fast_rcnn/fg_cls_accuracy": 0.8464646464646465, "iteration": 14119, "loss_box_reg": 0.007437238426064141, "loss_cls": 0.03343952723662369, "loss_rpn_cls": 0.00043968503644009616, "loss_rpn_loc": 0.0013918739750806708, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5130032969173044, "total_loss": 0.0439061202360449}
{"data_time": 0.003617608919739723, "eta_seconds": 13444.47551914351, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10562987736900781, "fast_rcnn/fg_cls_accuracy": 0.8818223866790009, "iteration": 14139, "loss_box_reg": 0.0071252050111070275, "loss_cls": 0.03464424517005682, "loss_rpn_cls": 0.0008055318493518371, "loss_rpn_loc": 0.0015741622919449583, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258115539327264, "total_loss": 0.04300731495357013}
{"data_time": 0.0033336940687149763, "eta_seconds": 13439.15508644632, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11287758346581876, "fast_rcnn/fg_cls_accuracy": 0.8871224165341812, "iteration": 14159, "loss_box_reg": 0.007306345127290115, "loss_cls": 0.03541498119011521, "loss_rpn_cls": 0.0009211226138745587, "loss_rpn_loc": 0.0012851902756665368, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.523234641412273, "total_loss": 0.04527192053581075}
{"data_time": 0.0036743765231221914, "eta_seconds": 13428.753666155739, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22684391080617494, "fast_rcnn/fg_cls_accuracy": 0.7554112554112554, "iteration": 14179, "loss_box_reg": 0.007509947958169505, "loss_cls": 0.0351804168894887, "loss_rpn_cls": 0.0005353881732617083, "loss_rpn_loc": 0.001377511749524274, "lr": 0.005, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193931865505874, "total_loss": 0.04528117067371795}
{"data_time": 0.0035041451919823885, "eta_seconds": 13400.047195061576, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2402745995423341, "fast_rcnn/fg_cls_accuracy": 0.7597254004576659, "iteration": 14199, "loss_box_reg": 0.007359847106272355, "loss_cls": 0.034323626692639664, "loss_rpn_cls": 0.00045062044148380664, "loss_rpn_loc": 0.0013154862190276617, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5100311080459505, "total_loss": 0.045769481769866616}
{"data_time": 0.0038688196800649166, "eta_seconds": 13389.109657194465, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13746630727762804, "fast_rcnn/fg_cls_accuracy": 0.8509259259259259, "iteration": 14219, "loss_box_reg": 0.00710609822999686, "loss_cls": 0.03368928816053085, "loss_rpn_cls": 0.0006579022540336155, "loss_rpn_loc": 0.0014327953176689334, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5130024324171245, "total_loss": 0.04327618451816306}
{"data_time": 0.003881283337250352, "eta_seconds": 13377.935550284106, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18894830659536543, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 14239, "loss_box_reg": 0.007686789205763489, "loss_cls": 0.030074253649218008, "loss_rpn_cls": 0.000773811238673261, "loss_rpn_loc": 0.001508501882199198, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5201759699266404, "total_loss": 0.041090046023327886}
{"data_time": 0.0035181106068193913, "eta_seconds": 13366.992772360798, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.12195767195767196, "fast_rcnn/fg_cls_accuracy": 0.8535525321239608, "iteration": 14259, "loss_box_reg": 0.007163902861066163, "loss_cls": 0.03575980706955306, "loss_rpn_cls": 0.0004955368842729513, "loss_rpn_loc": 0.0013007393445150228, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.514428180642426, "total_loss": 0.04495333626638853}
{"data_time": 0.0035605854354798794, "eta_seconds": 13362.416367237689, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.173015873015873, "fast_rcnn/fg_cls_accuracy": 0.8150793650793651, "iteration": 14279, "loss_box_reg": 0.007808692113030702, "loss_cls": 0.03647601616103202, "loss_rpn_cls": 0.0007856969106114775, "loss_rpn_loc": 0.001459213894122513, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5165849095210433, "total_loss": 0.04822989008243894}
{"data_time": 0.0036159849260002375, "eta_seconds": 13364.092469017021, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11666666666666667, "fast_rcnn/fg_cls_accuracy": 0.8833333333333333, "iteration": 14299, "loss_box_reg": 0.00728447746951133, "loss_cls": 0.03437087149359286, "loss_rpn_cls": 0.0008991738129680016, "loss_rpn_loc": 0.0011050220909964992, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232696125749499, "total_loss": 0.044449512269693514}
{"data_time": 0.0038513292092829943, "eta_seconds": 13359.876648241887, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.12077294685990338, "fast_rcnn/fg_cls_accuracy": 0.8792270531400965, "iteration": 14319, "loss_box_reg": 0.006983974381000735, "loss_cls": 0.03450539775076322, "loss_rpn_cls": 0.0008547921582362505, "loss_rpn_loc": 0.0012628942058654502, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522484874818474, "total_loss": 0.04435026689782262}
{"data_time": 0.0032491860911250114, "eta_seconds": 13341.47431428684, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22888888888888892, "fast_rcnn/fg_cls_accuracy": 0.7711111111111111, "iteration": 14339, "loss_box_reg": 0.007265051259309985, "loss_cls": 0.03521679909317754, "loss_rpn_cls": 0.0010443571140967833, "loss_rpn_loc": 0.001434536217857385, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518661075271666, "total_loss": 0.04454825395237094}
{"data_time": 0.0035239397548139095, "eta_seconds": 13336.997115035774, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17914244186046513, "fast_rcnn/fg_cls_accuracy": 0.8208575581395349, "iteration": 14359, "loss_box_reg": 0.007182486762758344, "loss_cls": 0.035127844399539754, "loss_rpn_cls": 0.0008465156195143209, "loss_rpn_loc": 0.0016027561996452278, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5231341123580933, "total_loss": 0.0451481623770178}
{"data_time": 0.003341696923598647, "eta_seconds": 13322.493799800985, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19727891156462585, "fast_rcnn/fg_cls_accuracy": 0.8027210884353742, "iteration": 14379, "loss_box_reg": 0.007195202575530857, "loss_cls": 0.03421599350986071, "loss_rpn_cls": 0.0012047580270291292, "loss_rpn_loc": 0.0012730697981169214, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.515499300789088, "total_loss": 0.04404548779746165}
{"data_time": 0.003673034952953458, "eta_seconds": 13310.279565101024, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10092905405405406, "fast_rcnn/fg_cls_accuracy": 0.8871224165341812, "iteration": 14399, "loss_box_reg": 0.007316704432014376, "loss_cls": 0.033909897319972515, "loss_rpn_cls": 0.0004764522570894769, "loss_rpn_loc": 0.0011339749871694949, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5152630370575935, "total_loss": 0.04411541065962865}
{"data_time": 0.0036264590453356504, "eta_seconds": 13298.056658481248, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07919254658385093, "fast_rcnn/fg_cls_accuracy": 0.920807453416149, "iteration": 14419, "loss_box_reg": 0.007680174399865791, "loss_cls": 0.03305089409695938, "loss_rpn_cls": 0.0004261479018623504, "loss_rpn_loc": 0.0010492070123291342, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188154755160213, "total_loss": 0.04336155158262045}
{"data_time": 0.003233493072912097, "eta_seconds": 13287.659835324623, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21570121951219512, "fast_rcnn/fg_cls_accuracy": 0.7842987804878049, "iteration": 14439, "loss_box_reg": 0.007079246308421716, "loss_cls": 0.034593723772559315, "loss_rpn_cls": 0.0009520711753339128, "loss_rpn_loc": 0.0013368328764045145, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108456132002175, "total_loss": 0.04332104079549026}
{"data_time": 0.0034354610834270716, "eta_seconds": 13279.084815915208, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09782608695652173, "fast_rcnn/fg_cls_accuracy": 0.8968716861081654, "iteration": 14459, "loss_box_reg": 0.007571307593025267, "loss_cls": 0.03260676161153242, "loss_rpn_cls": 0.0007420711897339061, "loss_rpn_loc": 0.0011175978543178644, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.520434593083337, "total_loss": 0.041863709210986144}
{"data_time": 0.0036545449402183294, "eta_seconds": 13266.866189011373, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10380747126436782, "fast_rcnn/fg_cls_accuracy": 0.8943452380952381, "iteration": 14479, "loss_box_reg": 0.007141494599636644, "loss_cls": 0.03275401334394701, "loss_rpn_cls": 0.0012443517109659297, "loss_rpn_loc": 0.0014050442514417227, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.509484521811828, "total_loss": 0.04331025923954712}
{"data_time": 0.0037862116005271673, "eta_seconds": 13254.970412192168, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2354423292273236, "fast_rcnn/fg_cls_accuracy": 0.752546689303905, "iteration": 14499, "loss_box_reg": 0.007396102053462528, "loss_cls": 0.03323808859568089, "loss_rpn_cls": 0.0010309387139386672, "loss_rpn_loc": 0.0014536480393871898, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512773843947798, "total_loss": 0.04495386128022005}
{"data_time": 0.0035398690961301327, "eta_seconds": 13246.072542698123, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17083333333333334, "fast_rcnn/fg_cls_accuracy": 0.7875, "iteration": 14519, "loss_box_reg": 0.0075128599419258535, "loss_cls": 0.033698224811814725, "loss_rpn_cls": 0.0007950892503458817, "loss_rpn_loc": 0.001143971954661538, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5285578174516559, "total_loss": 0.04292347399962182}
{"data_time": 0.003339878050610423, "eta_seconds": 13235.675719541498, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1727504244482173, "fast_rcnn/fg_cls_accuracy": 0.8272495755517827, "iteration": 14539, "loss_box_reg": 0.007509114308049902, "loss_cls": 0.034131612948840484, "loss_rpn_cls": 0.0007953010002097471, "loss_rpn_loc": 0.0012817693459510338, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5223258137702942, "total_loss": 0.044826555740087315}
{"data_time": 0.0035842549987137318, "eta_seconds": 13225.278896384872, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10683760683760683, "fast_rcnn/fg_cls_accuracy": 0.8931623931623931, "iteration": 14559, "loss_box_reg": 0.00741855928208679, "loss_cls": 0.03469414991559461, "loss_rpn_cls": 0.000600420799571566, "loss_rpn_loc": 0.0013553664539358579, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5155135130044073, "total_loss": 0.04502925785880052}
{"data_time": 0.0035548454616218805, "eta_seconds": 13213.387821980985, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.178125, "fast_rcnn/fg_cls_accuracy": 0.8027777777777778, "iteration": 14579, "loss_box_reg": 0.007307353560463525, "loss_cls": 0.03637198981596157, "loss_rpn_cls": 0.0007222307788765647, "loss_rpn_loc": 0.0014380043103301432, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5205938897561282, "total_loss": 0.04665961988592926}
{"data_time": 0.003818598110228777, "eta_seconds": 13208.097459456883, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08831168831168831, "fast_rcnn/fg_cls_accuracy": 0.9045454545454545, "iteration": 14599, "loss_box_reg": 0.00735362246632576, "loss_cls": 0.033941166155273095, "loss_rpn_cls": 0.0011129975234780431, "loss_rpn_loc": 0.0014891804185026558, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5228680879808962, "total_loss": 0.04470101611133259}
{"data_time": 0.0035088860895484686, "eta_seconds": 13191.494486691896, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.12121212121212122, "fast_rcnn/fg_cls_accuracy": 0.8787878787878788, "iteration": 14619, "loss_box_reg": 0.0074562334921211, "loss_cls": 0.03490834194235504, "loss_rpn_cls": 0.0009040447171173582, "loss_rpn_loc": 0.0011130092534585856, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5174721910152584, "total_loss": 0.044749987009765846}
{"data_time": 0.003675705986097455, "eta_seconds": 13179.849509955617, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17142857142857143, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 14639, "loss_box_reg": 0.007418452791171148, "loss_cls": 0.0336381196975708, "loss_rpn_cls": 0.0008105274401941642, "loss_rpn_loc": 0.0012922945570608135, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5201604436151683, "total_loss": 0.04333643770104345}
{"data_time": 0.0034980992786586285, "eta_seconds": 13170.704928381834, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2779204107830552, "fast_rcnn/fg_cls_accuracy": 0.7220795892169447, "iteration": 14659, "loss_box_reg": 0.007453866797732189, "loss_cls": 0.03393036685883999, "loss_rpn_cls": 0.001049502529667734, "loss_rpn_loc": 0.0012708898520941148, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5182902649976313, "total_loss": 0.043474069002513716}
{"data_time": 0.00357320555485785, "eta_seconds": 13162.370386413531, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10004001600640255, "fast_rcnn/fg_cls_accuracy": 0.8999599839935974, "iteration": 14679, "loss_box_reg": 0.0075846399704460055, "loss_cls": 0.03388117716531269, "loss_rpn_cls": 0.0007804620870501822, "loss_rpn_loc": 0.0011863900599564658, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5258273449726403, "total_loss": 0.0438387970734766}
{"data_time": 0.0033790713641792536, "eta_seconds": 13160.148356441641, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12817362817362818, "fast_rcnn/fg_cls_accuracy": 0.8718263718263719, "iteration": 14699, "loss_box_reg": 0.007633442684891634, "loss_cls": 0.033259903168072924, "loss_rpn_cls": 0.0006826204907071087, "loss_rpn_loc": 0.0017069443929358386, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5247818762436509, "total_loss": 0.0442948200226283}
{"data_time": 0.003487652400508523, "eta_seconds": 13152.678754100343, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18620689655172415, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 14719, "loss_box_reg": 0.00725178504944779, "loss_cls": 0.035781987564405426, "loss_rpn_cls": 0.0006131186204925143, "loss_rpn_loc": 0.001457122420106316, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5148376699071378, "total_loss": 0.04488298656178813}
{"data_time": 0.003743316512554884, "eta_seconds": 13137.128510445822, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3666002986560478, "fast_rcnn/fg_cls_accuracy": 0.6333997013439523, "iteration": 14739, "loss_box_reg": 0.006958252735785209, "loss_cls": 0.03665825352072716, "loss_rpn_cls": 0.000870050345213258, "loss_rpn_loc": 0.0012952885135746328, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5199538744054735, "total_loss": 0.045809218414888164}
{"data_time": 0.003492943476885557, "eta_seconds": 13124.90012102481, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.14585439838220426, "fast_rcnn/fg_cls_accuracy": 0.8405797101449275, "iteration": 14759, "loss_box_reg": 0.006979449390200898, "loss_cls": 0.03437152461265214, "loss_rpn_cls": 0.0008656384300138598, "loss_rpn_loc": 0.0015165832446655259, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5211594903375953, "total_loss": 0.045849957356949744}
{"data_time": 0.0033991653472185135, "eta_seconds": 13116.326280113775, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1607142857142857, "fast_rcnn/fg_cls_accuracy": 0.8392857142857142, "iteration": 14779, "loss_box_reg": 0.0070994220150168985, "loss_cls": 0.03402578199165873, "loss_rpn_cls": 0.0011416943430049287, "loss_rpn_loc": 0.0014414626002690056, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5215031835250556, "total_loss": 0.043858170692828935}
{"data_time": 0.0034682154655456543, "eta_seconds": 13105.925164947752, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13592606854062378, "fast_rcnn/fg_cls_accuracy": 0.8369693396226415, "iteration": 14799, "loss_box_reg": 0.006768238439690322, "loss_cls": 0.03440308099379763, "loss_rpn_cls": 0.0006415603691038996, "loss_rpn_loc": 0.0011956529997405596, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142775608692318, "total_loss": 0.042910834832468936}
{"data_time": 0.0036027811001986265, "eta_seconds": 13094.171183659695, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8257452574525745, "iteration": 14819, "loss_box_reg": 0.006924362969584763, "loss_cls": 0.03352138030459173, "loss_rpn_cls": 0.0008965301360035483, "loss_rpn_loc": 0.001437969538528705, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193572123534977, "total_loss": 0.043163674831362187}
{"data_time": 0.003618516493588686, "eta_seconds": 13079.19913481106, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09289813486370158, "fast_rcnn/fg_cls_accuracy": 0.8776901004304161, "iteration": 14839, "loss_box_reg": 0.006896450562635437, "loss_cls": 0.0347040752239991, "loss_rpn_cls": 0.000784697885251262, "loss_rpn_loc": 0.0013454793279379373, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5133454594761133, "total_loss": 0.044461076364427754}
{"data_time": 0.0035423720255494118, "eta_seconds": 13066.757136831526, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15461049284578698, "fast_rcnn/fg_cls_accuracy": 0.845389507154213, "iteration": 14859, "loss_box_reg": 0.007140539935790002, "loss_cls": 0.03553677524905652, "loss_rpn_cls": 0.0008019093152142887, "loss_rpn_loc": 0.001259933176697814, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5100287355016917, "total_loss": 0.04601501346803616}
{"data_time": 0.0039215655997395515, "eta_seconds": 13058.406321910443, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09651162790697675, "fast_rcnn/fg_cls_accuracy": 0.8909883720930232, "iteration": 14879, "loss_box_reg": 0.007329900865443051, "loss_cls": 0.03205738525139168, "loss_rpn_cls": 0.00046465902971704054, "loss_rpn_loc": 0.0011099997464043554, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5245527538936585, "total_loss": 0.041760169313647566}
{"data_time": 0.0036808429285883904, "eta_seconds": 13045.967578521464, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13005050505050506, "fast_rcnn/fg_cls_accuracy": 0.869949494949495, "iteration": 14899, "loss_box_reg": 0.007230330505990423, "loss_cls": 0.034749596525216475, "loss_rpn_cls": 0.0014250550784993266, "loss_rpn_loc": 0.0011127468587801559, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5171738339122385, "total_loss": 0.04470136978176242}
{"data_time": 0.003386609721928835, "eta_seconds": 13035.572799366433, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09572649572649572, "fast_rcnn/fg_cls_accuracy": 0.8960863697705803, "iteration": 14919, "loss_box_reg": 0.007347552527789958, "loss_cls": 0.03447383825550787, "loss_rpn_cls": 0.0008077767045051587, "loss_rpn_loc": 0.0012999061291338876, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193312871269882, "total_loss": 0.04399958853286989}
{"data_time": 0.003488922957330942, "eta_seconds": 13025.178020211402, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.0953996983408748, "fast_rcnn/fg_cls_accuracy": 0.8931623931623931, "iteration": 14939, "loss_box_reg": 0.007940522424178198, "loss_cls": 0.035537658928660676, "loss_rpn_cls": 0.0012409389389347325, "loss_rpn_loc": 0.0016016801455407403, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5186447675805539, "total_loss": 0.04668640820472092}
{"data_time": 0.0035827697720378637, "eta_seconds": 13012.510206410894, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 14959, "loss_box_reg": 0.0077655989152844995, "loss_cls": 0.033945274393772706, "loss_rpn_cls": 0.0008496899890246823, "loss_rpn_loc": 0.0014780192395846825, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5151724813040346, "total_loss": 0.04455830735196287}
{"data_time": 0.0035104991402477026, "eta_seconds": 13003.1674219782, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11774891774891774, "fast_rcnn/fg_cls_accuracy": 0.8736044657097288, "iteration": 14979, "loss_box_reg": 0.0073510945367161185, "loss_cls": 0.0353357489220798, "loss_rpn_cls": 0.0007865493219014752, "loss_rpn_loc": 0.0013556569083448267, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5265071131289005, "total_loss": 0.04562856805694082}
{"data_time": 0.0034522030036896467, "eta_seconds": 12991.724279001588, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0892034233048058, "fast_rcnn/fg_cls_accuracy": 0.9107965766951942, "iteration": 14999, "loss_box_reg": 0.007118237932445481, "loss_cls": 0.03689219817169942, "loss_rpn_cls": 0.0005215557180235919, "loss_rpn_loc": 0.0014177922394082998, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5172227963339537, "total_loss": 0.04628749888456696}
{"data_time": 0.0035791220143437386, "eta_seconds": 12981.712535820901, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22777777777777777, "fast_rcnn/fg_cls_accuracy": 0.7555555555555555, "iteration": 15019, "loss_box_reg": 0.006871422752737999, "loss_cls": 0.03341464314144105, "loss_rpn_cls": 0.0006867140825761453, "loss_rpn_loc": 0.0012118198101234157, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5207024354021996, "total_loss": 0.04265988707842894}
{"data_time": 0.0037230069283396006, "eta_seconds": 12973.204124436248, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1206060606060606, "fast_rcnn/fg_cls_accuracy": 0.8775, "iteration": 15039, "loss_box_reg": 0.006683006067760289, "loss_cls": 0.03418919586692937, "loss_rpn_cls": 0.000664535922169307, "loss_rpn_loc": 0.0013738703200942837, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.520845536608249, "total_loss": 0.04387684677726611}
{"data_time": 0.0036073867231607437, "eta_seconds": 12960.92599799484, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07302118171683389, "fast_rcnn/fg_cls_accuracy": 0.9269788182831662, "iteration": 15059, "loss_box_reg": 0.007192051503807306, "loss_cls": 0.037008711748057976, "loss_rpn_cls": 0.0010576982776626664, "loss_rpn_loc": 0.0013953356228739722, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.518613934982568, "total_loss": 0.04780478826293688}
{"data_time": 0.003508280962705612, "eta_seconds": 12947.475342979655, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.23695652173913043, "fast_rcnn/fg_cls_accuracy": 0.7630434782608695, "iteration": 15079, "loss_box_reg": 0.007194343124865554, "loss_cls": 0.03534724671044387, "loss_rpn_cls": 0.0006178163311005846, "loss_rpn_loc": 0.0013206427965997136, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5190007246565074, "total_loss": 0.04430305731170847}
{"data_time": 0.0037033800035715103, "eta_seconds": 12927.801485995064, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.7303030303030302, "iteration": 15099, "loss_box_reg": 0.007080773008055985, "loss_cls": 0.034560474450699985, "loss_rpn_cls": 0.0008657413098944744, "loss_rpn_loc": 0.0011505977254273603, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5204429142177105, "total_loss": 0.043293693243413145}
{"data_time": 0.0034957665484398603, "eta_seconds": 12923.021051950753, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10369318181818182, "fast_rcnn/fg_cls_accuracy": 0.8431818181818183, "iteration": 15119, "loss_box_reg": 0.007099575945176184, "loss_cls": 0.030856898869387805, "loss_rpn_cls": 0.0007793770128046162, "loss_rpn_loc": 0.001056482529747882, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5172591039445251, "total_loss": 0.04234160650435115}
{"data_time": 0.003312960732728243, "eta_seconds": 12910.21540783206, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17082467082467084, "fast_rcnn/fg_cls_accuracy": 0.807315233785822, "iteration": 15139, "loss_box_reg": 0.006919259714777581, "loss_cls": 0.035939004068495706, "loss_rpn_cls": 0.0008180415679817088, "loss_rpn_loc": 0.001181903437100118, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5294934066478163, "total_loss": 0.045371943906502565}
{"data_time": 0.0035533050540834665, "eta_seconds": 12896.651408120291, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17028985507246375, "fast_rcnn/fg_cls_accuracy": 0.8297101449275363, "iteration": 15159, "loss_box_reg": 0.007131520280381665, "loss_cls": 0.03274943580618128, "loss_rpn_cls": 0.0006919882815168421, "loss_rpn_loc": 0.0012455882078938885, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5264877167064697, "total_loss": 0.0417065694118719}
{"data_time": 0.0032659489661455154, "eta_seconds": 12891.857462741435, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11239495798319327, "fast_rcnn/fg_cls_accuracy": 0.8876050420168067, "iteration": 15179, "loss_box_reg": 0.007438097192789428, "loss_cls": 0.03497752916882746, "loss_rpn_cls": 0.0005669527390637086, "loss_rpn_loc": 0.0012084663176210597, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302412696182728, "total_loss": 0.04451330491633598}
{"data_time": 0.003494367003440857, "eta_seconds": 12894.81254688045, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1649659863945578, "fast_rcnn/fg_cls_accuracy": 0.8350340136054422, "iteration": 15199, "loss_box_reg": 0.007426922646118328, "loss_cls": 0.035811757057672366, "loss_rpn_cls": 0.0008153391755740813, "loss_rpn_loc": 0.0013279837166919606, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258195165079087, "total_loss": 0.04611383681196912}
{"data_time": 0.0035889376886188984, "eta_seconds": 12887.501746461261, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12998891352549888, "fast_rcnn/fg_cls_accuracy": 0.8700110864745011, "iteration": 15219, "loss_box_reg": 0.00716398301301524, "loss_cls": 0.03494820182095282, "loss_rpn_cls": 0.0005009215485927143, "loss_rpn_loc": 0.0012869342244812287, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5221025580540299, "total_loss": 0.04381249992178482}
{"data_time": 0.004007524577900767, "eta_seconds": 12883.282690074993, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1330680813439434, "fast_rcnn/fg_cls_accuracy": 0.8620689655172413, "iteration": 15239, "loss_box_reg": 0.007312813657335937, "loss_cls": 0.036168101214570925, "loss_rpn_cls": 0.0009041995995175967, "loss_rpn_loc": 0.001324779586866498, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5264309970661998, "total_loss": 0.045616732371513535}
{"data_time": 0.003595900721848011, "eta_seconds": 12872.876581525197, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1517216642754663, "fast_rcnn/fg_cls_accuracy": 0.8482783357245337, "iteration": 15259, "loss_box_reg": 0.007128492332412861, "loss_cls": 0.03516342106740922, "loss_rpn_cls": 0.0004806602619282785, "loss_rpn_loc": 0.0014162063889671117, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5181386976037174, "total_loss": 0.04601070343903757}
{"data_time": 0.0034187135752290487, "eta_seconds": 12859.650772518246, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16994633273703041, "fast_rcnn/fg_cls_accuracy": 0.8236434108527132, "iteration": 15279, "loss_box_reg": 0.007071401632856578, "loss_cls": 0.03443751984741539, "loss_rpn_cls": 0.000631247304511362, "loss_rpn_loc": 0.001080978188838344, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5129348444752395, "total_loss": 0.04341288726345738}
{"data_time": 0.0036954216193407774, "eta_seconds": 12852.064364425605, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1322408536585366, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 15299, "loss_box_reg": 0.006923799781361595, "loss_cls": 0.03497004174278118, "loss_rpn_cls": 0.0006220634081728349, "loss_rpn_loc": 0.0012601109483512118, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5253783774096519, "total_loss": 0.0437303992375746}
{"data_time": 0.003269632812589407, "eta_seconds": 12841.65825587581, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8285714285714285, "iteration": 15319, "loss_box_reg": 0.007229235023260117, "loss_cls": 0.031230696011334658, "loss_rpn_cls": 0.0009199776346804356, "loss_rpn_loc": 0.001539581804536283, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5251368349418044, "total_loss": 0.04151265035693541}
{"data_time": 0.0034835203550755978, "eta_seconds": 12832.522672198247, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08761904761904762, "fast_rcnn/fg_cls_accuracy": 0.9123809523809524, "iteration": 15339, "loss_box_reg": 0.007045077858492732, "loss_cls": 0.03321056632557884, "loss_rpn_cls": 0.0007413281989556708, "loss_rpn_loc": 0.001369585679640295, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.527403537882492, "total_loss": 0.04393881256282839}
{"data_time": 0.0034959970507770777, "eta_seconds": 12820.846038776217, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1697792869269949, "fast_rcnn/fg_cls_accuracy": 0.830220713073005, "iteration": 15359, "loss_box_reg": 0.007221044885227457, "loss_cls": 0.03502777419635095, "loss_rpn_cls": 0.0008217531908485398, "loss_rpn_loc": 0.001553005962705356, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5261285912711173, "total_loss": 0.044927724969056726}
{"data_time": 0.0036908751353621483, "eta_seconds": 12807.631635863101, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1633122484186314, "fast_rcnn/fg_cls_accuracy": 0.8366877515813687, "iteration": 15379, "loss_box_reg": 0.007077053029206581, "loss_cls": 0.03442265739431605, "loss_rpn_cls": 0.0006036038486740836, "loss_rpn_loc": 0.0015912745620880742, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5153940080199391, "total_loss": 0.04467866464517556}
{"data_time": 0.0037450073286890984, "eta_seconds": 12800.033821676625, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12312312312312312, "fast_rcnn/fg_cls_accuracy": 0.8648648648648649, "iteration": 15399, "loss_box_reg": 0.0067241356446174905, "loss_cls": 0.03250587804359384, "loss_rpn_cls": 0.0013099057576937412, "loss_rpn_loc": 0.0012312479793763487, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5208418287802488, "total_loss": 0.042131811826493504}
{"data_time": 0.003617671551182866, "eta_seconds": 12789.627713126829, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07380319148936171, "fast_rcnn/fg_cls_accuracy": 0.9119922630560928, "iteration": 15419, "loss_box_reg": 0.006779900344554335, "loss_cls": 0.035008625680347905, "loss_rpn_cls": 0.0006581761047073087, "loss_rpn_loc": 0.0013712200925510842, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185546490829438, "total_loss": 0.04361173867926027}
{"data_time": 0.0033872732892632484, "eta_seconds": 12779.603077839827, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23959827833572453, "fast_rcnn/fg_cls_accuracy": 0.7604017216642754, "iteration": 15439, "loss_box_reg": 0.007001365418545902, "loss_cls": 0.03402274812106043, "loss_rpn_cls": 0.0006130528975631933, "loss_rpn_loc": 0.001322839529166231, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146485059522092, "total_loss": 0.04415726176353019}
{"data_time": 0.0035781715996563435, "eta_seconds": 12767.534926040098, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12373737373737373, "fast_rcnn/fg_cls_accuracy": 0.8587301587301588, "iteration": 15459, "loss_box_reg": 0.006842760121799074, "loss_cls": 0.03172609370085411, "loss_rpn_cls": 0.001055520796626297, "loss_rpn_loc": 0.0014047385793674039, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5170967804733664, "total_loss": 0.04154795311376347}
{"data_time": 0.0035539395175874233, "eta_seconds": 12758.40938747744, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 15479, "loss_box_reg": 0.007531168550485745, "loss_cls": 0.03457230320782401, "loss_rpn_cls": 0.0009594127725449653, "loss_rpn_loc": 0.0012848471451434307, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5233309054747224, "total_loss": 0.04539543108921862}
{"data_time": 0.0036064069718122482, "eta_seconds": 12748.383820290444, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17458521870286575, "fast_rcnn/fg_cls_accuracy": 0.7991949910554561, "iteration": 15499, "loss_box_reg": 0.006805101584177464, "loss_cls": 0.03533966967370361, "loss_rpn_cls": 0.0003831241780858363, "loss_rpn_loc": 0.0012085776834283024, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.521530388854444, "total_loss": 0.043996828676711175}
{"data_time": 0.003595698857679963, "eta_seconds": 12738.858421721961, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1144159791576205, "fast_rcnn/fg_cls_accuracy": 0.8855840208423795, "iteration": 15519, "loss_box_reg": 0.007366218691458926, "loss_cls": 0.03460893846931867, "loss_rpn_cls": 0.0008206304017903676, "loss_rpn_loc": 0.0014251576067181304, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5290590529330075, "total_loss": 0.04540818753559961}
{"data_time": 0.0036006763111799955, "eta_seconds": 12723.46173044364, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13475499092558985, "fast_rcnn/fg_cls_accuracy": 0.8652450090744102, "iteration": 15539, "loss_box_reg": 0.00700931076426059, "loss_cls": 0.031530786684015766, "loss_rpn_cls": 0.0004913660484646698, "loss_rpn_loc": 0.0011163601011503488, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509846503380686, "total_loss": 0.04137948054528806}
{"data_time": 0.003549037268385291, "eta_seconds": 12710.22788666538, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12049941927990708, "fast_rcnn/fg_cls_accuracy": 0.8515243902439025, "iteration": 15559, "loss_box_reg": 0.007811919931555167, "loss_cls": 0.03587840122054331, "loss_rpn_cls": 0.0008738449272414073, "loss_rpn_loc": 0.0013270537474454613, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5116338606458157, "total_loss": 0.046273748782027724}
{"data_time": 0.0034560735803097486, "eta_seconds": 12691.353327689925, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.13194444444444445, "fast_rcnn/fg_cls_accuracy": 0.8680555555555556, "iteration": 15579, "loss_box_reg": 0.006828456302173436, "loss_cls": 0.03351597298751585, "loss_rpn_cls": 0.0006762704404650322, "loss_rpn_loc": 0.0012591693612193922, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5095019631553441, "total_loss": 0.04326523014518102}
{"data_time": 0.0035300329327583313, "eta_seconds": 12678.690401750384, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.09629186602870812, "fast_rcnn/fg_cls_accuracy": 0.8905502392344498, "iteration": 15599, "loss_box_reg": 0.00726786840823479, "loss_cls": 0.03336125746136531, "loss_rpn_cls": 0.0007188210566653197, "loss_rpn_loc": 0.0012990972099942155, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5097891786135733, "total_loss": 0.0442374430314203}
{"data_time": 0.0036032148636877537, "eta_seconds": 12666.488886301406, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08349451966473243, "fast_rcnn/fg_cls_accuracy": 0.9165054803352676, "iteration": 15619, "loss_box_reg": 0.007143107650335878, "loss_cls": 0.03614745050435886, "loss_rpn_cls": 0.0005758638912993774, "loss_rpn_loc": 0.0010628100117173744, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5184427974745631, "total_loss": 0.04519893530846275}
{"data_time": 0.003548271022737026, "eta_seconds": 12651.550287686288, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12701612903225806, "fast_rcnn/fg_cls_accuracy": 0.872983870967742, "iteration": 15639, "loss_box_reg": 0.007049660518532619, "loss_cls": 0.035092698206426576, "loss_rpn_cls": 0.0006135759977041744, "loss_rpn_loc": 0.0009666078167356318, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5150172379799187, "total_loss": 0.044368345566340395}
{"data_time": 0.003686267416924238, "eta_seconds": 12643.6418524771, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.07983193277310924, "fast_rcnn/fg_cls_accuracy": 0.9001831501831502, "iteration": 15659, "loss_box_reg": 0.007189040101366118, "loss_cls": 0.030967845203122124, "loss_rpn_cls": 0.001039592238385012, "loss_rpn_loc": 0.0011899702149094082, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5209801816381514, "total_loss": 0.04093147497655991}
{"data_time": 0.0035887400154024363, "eta_seconds": 12633.945766531164, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13721804511278196, "fast_rcnn/fg_cls_accuracy": 0.862781954887218, "iteration": 15679, "loss_box_reg": 0.006923916545929387, "loss_cls": 0.03468444015015848, "loss_rpn_cls": 0.0008466574912517899, "loss_rpn_loc": 0.001238734477738035, "lr": 0.005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5221110710408539, "total_loss": 0.043248833693837696}
{"data_time": 0.0036311151925474405, "eta_seconds": 12622.673739702674, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23901808785529716, "fast_rcnn/fg_cls_accuracy": 0.7609819121447028, "iteration": 15699, "loss_box_reg": 0.008217859372962266, "loss_cls": 0.03716431252541952, "loss_rpn_cls": 0.0011549056938520152, "loss_rpn_loc": 0.0012053068403474754, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522033479064703, "total_loss": 0.04665010300868744}
{"data_time": 0.003636878216639161, "eta_seconds": 12611.358136792667, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07793522267206478, "fast_rcnn/fg_cls_accuracy": 0.9220647773279352, "iteration": 15719, "loss_box_reg": 0.007584207080071792, "loss_cls": 0.035631032224046066, "loss_rpn_cls": 0.000783541215241712, "loss_rpn_loc": 0.0012879928235633997, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5139015885069966, "total_loss": 0.044522610215722125}
{"data_time": 0.0038239150308072567, "eta_seconds": 12600.970295981504, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11942959001782531, "fast_rcnn/fg_cls_accuracy": 0.8692307692307693, "iteration": 15739, "loss_box_reg": 0.007242067455081269, "loss_cls": 0.03429763263557106, "loss_rpn_cls": 0.0010784950297875184, "loss_rpn_loc": 0.0010613571230351226, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5193401959259063, "total_loss": 0.04358701807069565}
{"data_time": 0.003708214731886983, "eta_seconds": 12588.357808643486, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 15759, "loss_box_reg": 0.007028936845017597, "loss_cls": 0.03250797881628387, "loss_rpn_cls": 0.0007668089834851344, "loss_rpn_loc": 0.0013287308829603717, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.502360547427088, "total_loss": 0.04154506341933484}
{"data_time": 0.003606880083680153, "eta_seconds": 12575.174479227746, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18298109010011124, "fast_rcnn/fg_cls_accuracy": 0.8060035842293907, "iteration": 15779, "loss_box_reg": 0.0072737327136565, "loss_cls": 0.0372248547791969, "loss_rpn_cls": 0.0007251854949004155, "loss_rpn_loc": 0.0012661597529586288, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193905245978385, "total_loss": 0.04658036820228517}
{"data_time": 0.003269252134487033, "eta_seconds": 12570.973777756328, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09690101757631822, "fast_rcnn/fg_cls_accuracy": 0.9030989824236817, "iteration": 15799, "loss_box_reg": 0.007186405244283378, "loss_cls": 0.03430518711684272, "loss_rpn_cls": 0.0006112972730534239, "loss_rpn_loc": 0.0013129821527400054, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214417187962681, "total_loss": 0.04403294220287535}
{"data_time": 0.0036531081423163414, "eta_seconds": 12562.584297594614, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.0782520325203252, "fast_rcnn/fg_cls_accuracy": 0.9217479674796748, "iteration": 15819, "loss_box_reg": 0.007137072418117896, "loss_cls": 0.03543349867686629, "loss_rpn_cls": 0.0006212413104549341, "loss_rpn_loc": 0.0011918206837435719, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5274706732016057, "total_loss": 0.04483670106947102}
{"data_time": 0.003624586621299386, "eta_seconds": 12560.008460063022, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1024411508282476, "fast_rcnn/fg_cls_accuracy": 0.8975588491717523, "iteration": 15839, "loss_box_reg": 0.006986405453062616, "loss_cls": 0.03137138017336838, "loss_rpn_cls": 0.0004865256320556455, "loss_rpn_loc": 0.000984170830633957, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5083608848508447, "total_loss": 0.04107664003549871}
{"data_time": 0.0032965184655040503, "eta_seconds": 12549.61153240269, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1825980392156863, "fast_rcnn/fg_cls_accuracy": 0.8174019607843137, "iteration": 15859, "loss_box_reg": 0.0074637148063629866, "loss_cls": 0.033636867214227095, "loss_rpn_cls": 0.0007882454486889401, "loss_rpn_loc": 0.0011902533478860278, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5154347475618124, "total_loss": 0.043575796082024}
{"data_time": 0.003682195208966732, "eta_seconds": 12539.21460474236, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09555690809494827, "fast_rcnn/fg_cls_accuracy": 0.9044430919050517, "iteration": 15879, "loss_box_reg": 0.007665508004720323, "loss_cls": 0.03432822262402624, "loss_rpn_cls": 0.0008562464241776979, "loss_rpn_loc": 0.001254515282198554, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5221929762046784, "total_loss": 0.04398806797883026}
{"data_time": 0.003363794879987836, "eta_seconds": 12533.829348447965, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13682983682983682, "fast_rcnn/fg_cls_accuracy": 0.8631701631701632, "iteration": 15899, "loss_box_reg": 0.007144919509300962, "loss_cls": 0.0374567465914879, "loss_rpn_cls": 0.0006466927752626361, "loss_rpn_loc": 0.0009303410706706927, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5204291618429124, "total_loss": 0.04663681933004682}
{"data_time": 0.0034152318257838488, "eta_seconds": 12512.922334033996, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03279569892473118, "fast_rcnn/fg_cls_accuracy": 0.9672043010752689, "iteration": 15919, "loss_box_reg": 0.007375166489509866, "loss_cls": 0.03567541379015893, "loss_rpn_cls": 0.0008986263864017019, "loss_rpn_loc": 0.0013495621296897298, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5161708677187562, "total_loss": 0.044629155947518484}
{"data_time": 0.00348972762003541, "eta_seconds": 12513.027175345691, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.872983870967742, "iteration": 15939, "loss_box_reg": 0.007821505045285448, "loss_cls": 0.035666652576765046, "loss_rpn_cls": 0.0008199080188546759, "loss_rpn_loc": 0.001403356007358525, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5236763169523329, "total_loss": 0.04536301691103972}
{"data_time": 0.003745484398677945, "eta_seconds": 12506.329376960173, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07575757575757576, "fast_rcnn/fg_cls_accuracy": 0.9242424242424243, "iteration": 15959, "loss_box_reg": 0.007290889392606914, "loss_cls": 0.03625586518319324, "loss_rpn_cls": 0.0010468621688914936, "loss_rpn_loc": 0.0013532854281947948, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5216483331751078, "total_loss": 0.04893584210310564}
{"data_time": 0.003439021995291114, "eta_seconds": 12497.334282680182, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.7291666666666666, "iteration": 15979, "loss_box_reg": 0.006983221654081717, "loss_cls": 0.03585401811869815, "loss_rpn_cls": 0.000979733617441525, "loss_rpn_loc": 0.0014550220294040628, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.524581681471318, "total_loss": 0.04471983783992073}
{"data_time": 0.0038908764254301786, "eta_seconds": 12489.294000225374, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.08158508158508158, "fast_rcnn/fg_cls_accuracy": 0.9052396878483835, "iteration": 15999, "loss_box_reg": 0.006926104659214616, "loss_cls": 0.034317770798224956, "loss_rpn_cls": 0.0009858283508492605, "loss_rpn_loc": 0.0012868100111518288, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5271878754720092, "total_loss": 0.04326986329965621}
{"data_time": 0.003677437547594309, "eta_seconds": 12475.261806087801, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11233019853709508, "fast_rcnn/fg_cls_accuracy": 0.8741765480895916, "iteration": 16019, "loss_box_reg": 0.007364566350588575, "loss_cls": 0.03460091116721742, "loss_rpn_cls": 0.0008031839290651988, "loss_rpn_loc": 0.0017784230130928336, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5124078546650708, "total_loss": 0.045151945114525915}
{"data_time": 0.0036148373037576675, "eta_seconds": 12464.712707513943, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11017520215633422, "fast_rcnn/fg_cls_accuracy": 0.8733333333333333, "iteration": 16039, "loss_box_reg": 0.0070561325119342655, "loss_cls": 0.03230631863698363, "loss_rpn_cls": 0.00040895861502576736, "loss_rpn_loc": 0.0010588913410174428, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5084979864768684, "total_loss": 0.041491864182347626}
{"data_time": 0.0035171126946806908, "eta_seconds": 12454.453229621286, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 16059, "loss_box_reg": 0.007573537295684218, "loss_cls": 0.034669741813559085, "loss_rpn_cls": 0.0007095437477460109, "loss_rpn_loc": 0.001419142627128167, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210337543394417, "total_loss": 0.04318109972092543}
{"data_time": 0.003396483138203621, "eta_seconds": 12444.048941388028, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0903010033444816, "fast_rcnn/fg_cls_accuracy": 0.9096989966555185, "iteration": 16079, "loss_box_reg": 0.007385372708085924, "loss_cls": 0.03278890121146105, "loss_rpn_cls": 0.0011374529208296735, "loss_rpn_loc": 0.0011959340336034074, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5200873871799558, "total_loss": 0.04318313172211674}
{"data_time": 0.003693144768476486, "eta_seconds": 12435.23825263884, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8738095238095238, "iteration": 16099, "loss_box_reg": 0.0071414795238524675, "loss_cls": 0.03436267003417015, "loss_rpn_cls": 0.0010489333059808814, "loss_rpn_loc": 0.0013633976341225207, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5234164090361446, "total_loss": 0.044311212930381316}
{"data_time": 0.003310950007289648, "eta_seconds": 12423.096038067713, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21103414151410194, "fast_rcnn/fg_cls_accuracy": 0.7889658584858981, "iteration": 16119, "loss_box_reg": 0.007181476001278497, "loss_cls": 0.036848330521024764, "loss_rpn_cls": 0.0008036542570835081, "loss_rpn_loc": 0.0012012207789666718, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5140688614919782, "total_loss": 0.04540506222565455}
{"data_time": 0.00348727498203516, "eta_seconds": 12412.238358253613, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.12435897435897436, "fast_rcnn/fg_cls_accuracy": 0.8256410256410256, "iteration": 16139, "loss_box_reg": 0.007250309354276396, "loss_cls": 0.0344817899458576, "loss_rpn_cls": 0.0007232598295559001, "loss_rpn_loc": 0.0010656136109901126, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5193993232678622, "total_loss": 0.044178771800034156}
{"data_time": 0.003548836102709174, "eta_seconds": 12393.760109599214, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14573521716378857, "fast_rcnn/fg_cls_accuracy": 0.8542647828362114, "iteration": 16159, "loss_box_reg": 0.007483052933821455, "loss_cls": 0.035213872528402135, "loss_rpn_cls": 0.0008008518120163899, "loss_rpn_loc": 0.0010320384099031799, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148052417207509, "total_loss": 0.04525727365171406}
{"data_time": 0.0034340424463152885, "eta_seconds": 12379.28529794421, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15381589299763965, "fast_rcnn/fg_cls_accuracy": 0.7952503209242618, "iteration": 16179, "loss_box_reg": 0.007195358833996579, "loss_cls": 0.03085782693233341, "loss_rpn_cls": 0.001408187347351486, "loss_rpn_loc": 0.0013236563845566707, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5280972006730735, "total_loss": 0.04130100603470055}
{"data_time": 0.003513882402330637, "eta_seconds": 12365.83747060434, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.1610305958132045, "fast_rcnn/fg_cls_accuracy": 0.8130434782608695, "iteration": 16199, "loss_box_reg": 0.007135105348424986, "loss_cls": 0.035316232562763616, "loss_rpn_cls": 0.0005085930501991243, "loss_rpn_loc": 0.0015395419713968295, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.52456896007061, "total_loss": 0.0442670152312985}
{"data_time": 0.0038992264308035374, "eta_seconds": 12355.446447142633, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2182875264270613, "fast_rcnn/fg_cls_accuracy": 0.7817124735729386, "iteration": 16219, "loss_box_reg": 0.007267382519785315, "loss_cls": 0.036223765957402065, "loss_rpn_cls": 0.000830944122242272, "loss_rpn_loc": 0.0013764055947831366, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267413260880858, "total_loss": 0.04438269930852812}
{"data_time": 0.0039447464514523745, "eta_seconds": 12339.093679764774, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13055555555555554, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 16239, "loss_box_reg": 0.00723203869711142, "loss_cls": 0.033561109099537134, "loss_rpn_cls": 0.0006320788532434563, "loss_rpn_loc": 0.0012690199564531213, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5151315499097109, "total_loss": 0.04277567599547183}
{"data_time": 0.0034313304349780083, "eta_seconds": 12328.707674394827, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 16259, "loss_box_reg": 0.0068808585638180375, "loss_cls": 0.032538643397856504, "loss_rpn_cls": 0.0009773709284672805, "loss_rpn_loc": 0.0011753216695069568, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5226991681847721, "total_loss": 0.04129521401819147}
{"data_time": 0.003477848134934902, "eta_seconds": 12318.321669024881, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1304945054945055, "fast_rcnn/fg_cls_accuracy": 0.8695054945054945, "iteration": 16279, "loss_box_reg": 0.007790691073751077, "loss_cls": 0.03426673586363904, "loss_rpn_cls": 0.0006285040974489675, "loss_rpn_loc": 0.0010994867443514522, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5170221806038171, "total_loss": 0.04410111007496198}
{"data_time": 0.0033562590833753347, "eta_seconds": 12304.459150222829, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12159709618874773, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 16299, "loss_box_reg": 0.007540723658166826, "loss_cls": 0.03128343605203554, "loss_rpn_cls": 0.0006894457682165012, "loss_rpn_loc": 0.0010126768247573636, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5181989262346178, "total_loss": 0.04120346215995596}
{"data_time": 0.003657273016870022, "eta_seconds": 12291.215116230072, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2368753953194181, "fast_rcnn/fg_cls_accuracy": 0.763124604680582, "iteration": 16319, "loss_box_reg": 0.007580436649732292, "loss_cls": 0.03267085243714973, "loss_rpn_cls": 0.000774895844671164, "loss_rpn_loc": 0.001237557218701113, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5096386740915477, "total_loss": 0.04149142269702111}
{"data_time": 0.0032421769574284554, "eta_seconds": 12281.900541532086, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14500000000000002, "fast_rcnn/fg_cls_accuracy": 0.855, "iteration": 16339, "loss_box_reg": 0.007060561183607206, "loss_cls": 0.034561684587970376, "loss_rpn_cls": 0.0005573365843929423, "loss_rpn_loc": 0.0013420967316051247, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5212695524096489, "total_loss": 0.04464979404855285}
{"data_time": 0.003399737412109971, "eta_seconds": 12274.521139571443, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07820855614973263, "fast_rcnn/fg_cls_accuracy": 0.9201680672268908, "iteration": 16359, "loss_box_reg": 0.00766433312674053, "loss_cls": 0.03193765238393098, "loss_rpn_cls": 0.0007823594319233962, "loss_rpn_loc": 0.0013219575939729111, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5251412587240338, "total_loss": 0.04466179054725217}
{"data_time": 0.0035909852012991905, "eta_seconds": 12271.421501566889, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.148109243697479, "fast_rcnn/fg_cls_accuracy": 0.851890756302521, "iteration": 16379, "loss_box_reg": 0.0069696513237431645, "loss_cls": 0.033121156971901655, "loss_rpn_cls": 0.0005303045109030791, "loss_rpn_loc": 0.0016574696001043776, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5215581078082323, "total_loss": 0.04245879534960295}
{"data_time": 0.003608609549701214, "eta_seconds": 12264.029515878065, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11199601791936287, "fast_rcnn/fg_cls_accuracy": 0.8880039820806371, "iteration": 16399, "loss_box_reg": 0.00727688787446823, "loss_cls": 0.033375258644809946, "loss_rpn_cls": 0.0007456337370399524, "loss_rpn_loc": 0.0013456924743877607, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5260758062358946, "total_loss": 0.042459249088665274}
{"data_time": 0.0036755618639290333, "eta_seconds": 12258.598932278808, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1109775641025641, "fast_rcnn/fg_cls_accuracy": 0.8698597000483793, "iteration": 16419, "loss_box_reg": 0.0067330459714867175, "loss_cls": 0.035007865575607866, "loss_rpn_cls": 0.001034572701144043, "loss_rpn_loc": 0.0014189595021889545, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.524369134567678, "total_loss": 0.045364731355789445}
{"data_time": 0.0035550305619835854, "eta_seconds": 12252.715055696666, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.930952380952381, "iteration": 16439, "loss_box_reg": 0.00690981259685941, "loss_cls": 0.03192277759080753, "loss_rpn_cls": 0.0005696703620969856, "loss_rpn_loc": 0.0013633085691253655, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.522197333863005, "total_loss": 0.042230249730550895}
{"data_time": 0.0036888448521494865, "eta_seconds": 12243.275272139814, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11714285714285713, "fast_rcnn/fg_cls_accuracy": 0.8758974358974358, "iteration": 16459, "loss_box_reg": 0.007150768913561478, "loss_cls": 0.033875842462293804, "loss_rpn_cls": 0.0005416197632257536, "loss_rpn_loc": 0.0012728442707157228, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5191088209394366, "total_loss": 0.04213420700850179}
{"data_time": 0.003824359504505992, "eta_seconds": 12232.873610976618, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22740315638450503, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 16479, "loss_box_reg": 0.0073092073580482975, "loss_cls": 0.03723760982393287, "loss_rpn_cls": 0.0006211085105860548, "loss_rpn_loc": 0.0010940667762042722, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5199937354773283, "total_loss": 0.046538238859056946}
{"data_time": 0.003531085094437003, "eta_seconds": 12222.471949813422, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20174216027874564, "fast_rcnn/fg_cls_accuracy": 0.7982578397212543, "iteration": 16499, "loss_box_reg": 0.0070813504862599075, "loss_cls": 0.03340967040276155, "loss_rpn_cls": 0.0008261019631845556, "loss_rpn_loc": 0.001136616392614087, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5152278945315629, "total_loss": 0.04303529562253061}
{"data_time": 0.003295209491625428, "eta_seconds": 12200.102278978564, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.15357142857142858, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 16519, "loss_box_reg": 0.007399646041449159, "loss_cls": 0.03352925620856695, "loss_rpn_cls": 0.0007969842286001949, "loss_rpn_loc": 0.0012163874325779034, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5132362814620137, "total_loss": 0.043587788618111745}
{"data_time": 0.0038891159929335117, "eta_seconds": 12200.710832379758, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08581752484191509, "fast_rcnn/fg_cls_accuracy": 0.9141824751580849, "iteration": 16539, "loss_box_reg": 0.006966190267121419, "loss_cls": 0.03366612701211125, "loss_rpn_cls": 0.00053850597919336, "loss_rpn_loc": 0.0014021972656337311, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5232837547082454, "total_loss": 0.04221202503345012}
{"data_time": 0.0035779778845608234, "eta_seconds": 12193.75882636197, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12295434969853575, "fast_rcnn/fg_cls_accuracy": 0.8770456503014643, "iteration": 16559, "loss_box_reg": 0.006845901138149202, "loss_cls": 0.03453055850695819, "loss_rpn_cls": 0.0006332298422080385, "loss_rpn_loc": 0.001209259939059848, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356512411963195, "total_loss": 0.04370782496908987}
{"data_time": 0.0033096936531364918, "eta_seconds": 12187.642723437399, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.08202687569988801, "fast_rcnn/fg_cls_accuracy": 0.9042553191489362, "iteration": 16579, "loss_box_reg": 0.007205635716672987, "loss_cls": 0.031105901522096246, "loss_rpn_cls": 0.00042512122115567763, "loss_rpn_loc": 0.0012395274334267015, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5308398290071636, "total_loss": 0.04096096264015614}
{"data_time": 0.003522408427670598, "eta_seconds": 12181.933359627612, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10405405405405406, "fast_rcnn/fg_cls_accuracy": 0.895945945945946, "iteration": 16599, "loss_box_reg": 0.006882956804474816, "loss_cls": 0.03365511144511402, "loss_rpn_cls": 0.0009272642659539088, "loss_rpn_loc": 0.001540629391456605, "lr": 0.005, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5267377856653184, "total_loss": 0.04336533053015046}
{"data_time": 0.003983892034739256, "eta_seconds": 12172.541712468257, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19646569646569648, "fast_rcnn/fg_cls_accuracy": 0.8035343035343036, "iteration": 16619, "loss_box_reg": 0.006840855727205053, "loss_cls": 0.03550542629091069, "loss_rpn_cls": 0.0004464882919705815, "loss_rpn_loc": 0.001174133529275423, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.520421972963959, "total_loss": 0.044697581389243624}
{"data_time": 0.003783965716138482, "eta_seconds": 12164.221216024831, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 16639, "loss_box_reg": 0.007194715246441774, "loss_cls": 0.035373901220737025, "loss_rpn_cls": 0.0007846399052482411, "loss_rpn_loc": 0.0011462011498224456, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5172342511359602, "total_loss": 0.04418925971435783}
{"data_time": 0.003508639521896839, "eta_seconds": 12153.277110996423, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09411764705882353, "fast_rcnn/fg_cls_accuracy": 0.8742424242424243, "iteration": 16659, "loss_box_reg": 0.0068716324312845245, "loss_cls": 0.03271386615233496, "loss_rpn_cls": 0.00041629632244166714, "loss_rpn_loc": 0.0013635170016641496, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5195638665463775, "total_loss": 0.04195990979530961}
{"data_time": 0.003369686659425497, "eta_seconds": 12140.287503947504, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16869095816464236, "fast_rcnn/fg_cls_accuracy": 0.7798216276477146, "iteration": 16679, "loss_box_reg": 0.007015378767391667, "loss_cls": 0.03295335860457271, "loss_rpn_cls": 0.0007081209935506649, "loss_rpn_loc": 0.0010407084137113998, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5110969699453562, "total_loss": 0.04291311090855743}
{"data_time": 0.0035347449593245983, "eta_seconds": 12129.876040027477, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20085470085470086, "fast_rcnn/fg_cls_accuracy": 0.7980115122972266, "iteration": 16699, "loss_box_reg": 0.007261197286425158, "loss_cls": 0.03146192349959165, "loss_rpn_cls": 0.0006024206957135902, "loss_rpn_loc": 0.0011394897555874195, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5200675521045923, "total_loss": 0.04216917369751627}
{"data_time": 0.0033728345297276974, "eta_seconds": 12119.46457610745, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.08001422475106686, "fast_rcnn/fg_cls_accuracy": 0.9017671517671517, "iteration": 16719, "loss_box_reg": 0.006552271108375862, "loss_cls": 0.0356802215683274, "loss_rpn_cls": 0.0008640462822313566, "loss_rpn_loc": 0.001170257795820362, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5146267062518746, "total_loss": 0.043447740159194836}
{"data_time": 0.0038981777615845203, "eta_seconds": 12110.06769486866, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2150786308973173, "fast_rcnn/fg_cls_accuracy": 0.7849213691026827, "iteration": 16739, "loss_box_reg": 0.00714699734817259, "loss_cls": 0.034473470208467916, "loss_rpn_cls": 0.0009203062489859803, "loss_rpn_loc": 0.0011487800948088989, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5172844245098531, "total_loss": 0.044324848860696875}
{"data_time": 0.0037524644285440445, "eta_seconds": 12100.334347287426, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26515151515151514, "fast_rcnn/fg_cls_accuracy": 0.7348484848484849, "iteration": 16759, "loss_box_reg": 0.007735126695479266, "loss_cls": 0.035279576666653156, "loss_rpn_cls": 0.0005737205270293089, "loss_rpn_loc": 0.0010957784634229029, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.523163610836491, "total_loss": 0.04518711694447575}
{"data_time": 0.0036201896145939827, "eta_seconds": 12089.921426718356, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1346153846153846, "fast_rcnn/fg_cls_accuracy": 0.8366666666666667, "iteration": 16779, "loss_box_reg": 0.006517133500892669, "loss_cls": 0.03491333205602132, "loss_rpn_cls": 0.0006574482420660388, "loss_rpn_loc": 0.000983311036179657, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5195094323717058, "total_loss": 0.04464297105062087}
{"data_time": 0.0033783495891839266, "eta_seconds": 12077.818720427342, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24440019910403185, "fast_rcnn/fg_cls_accuracy": 0.7555998008959681, "iteration": 16799, "loss_box_reg": 0.007858640106860548, "loss_cls": 0.03625283972360194, "loss_rpn_cls": 0.0007004424473393556, "loss_rpn_loc": 0.0012313853003433906, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515163428382948, "total_loss": 0.046646731195096436}
{"data_time": 0.0037389176432043314, "eta_seconds": 12062.550759548787, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.06749241658240647, "fast_rcnn/fg_cls_accuracy": 0.9222591362126246, "iteration": 16819, "loss_box_reg": 0.007583493075799197, "loss_cls": 0.03424602816812694, "loss_rpn_cls": 0.0005593546923137183, "loss_rpn_loc": 0.0020087120192329166, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5155750920530409, "total_loss": 0.04519709605085609}
{"data_time": 0.0038351593539118767, "eta_seconds": 12053.591078092111, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15289945765540258, "fast_rcnn/fg_cls_accuracy": 0.8399359743897559, "iteration": 16839, "loss_box_reg": 0.007405446958728135, "loss_cls": 0.03604121078387834, "loss_rpn_cls": 0.000627539072070249, "loss_rpn_loc": 0.001451469886887935, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522824282059446, "total_loss": 0.04551923733743024}
{"data_time": 0.003428948810324073, "eta_seconds": 12042.717424653238, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10683760683760683, "fast_rcnn/fg_cls_accuracy": 0.8931623931623931, "iteration": 16859, "loss_box_reg": 0.007570661167846993, "loss_cls": 0.03206327397492714, "loss_rpn_cls": 0.000647875378945173, "loss_rpn_loc": 0.0013601715872937348, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5143241353798658, "total_loss": 0.04291244515059134}
{"data_time": 0.0037063255440443754, "eta_seconds": 12032.3093027703, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8777777777777778, "iteration": 16879, "loss_box_reg": 0.007605014950968325, "loss_cls": 0.03343631202005781, "loss_rpn_cls": 0.0004442765105068247, "loss_rpn_loc": 0.0013193688391766045, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5205646231770515, "total_loss": 0.042606245394225084}
{"data_time": 0.003333456115797162, "eta_seconds": 12021.901180887362, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08741554054054054, "fast_rcnn/fg_cls_accuracy": 0.7880608974358974, "iteration": 16899, "loss_box_reg": 0.00691869726870209, "loss_cls": 0.03452899304102175, "loss_rpn_cls": 0.001032813427855217, "loss_rpn_loc": 0.0015850396939640632, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5218778259586543, "total_loss": 0.04378184318784406}
{"data_time": 0.003595623653382063, "eta_seconds": 12015.34993690718, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20988475177304963, "fast_rcnn/fg_cls_accuracy": 0.7796985815602837, "iteration": 16919, "loss_box_reg": 0.0068618863297160715, "loss_cls": 0.03228791645960882, "loss_rpn_cls": 0.0014881294200677075, "loss_rpn_loc": 0.00101181603531586, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5260665186215192, "total_loss": 0.04194173962360992}
{"data_time": 0.003569955239072442, "eta_seconds": 12001.548458697041, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3163265306122449, "fast_rcnn/fg_cls_accuracy": 0.6836734693877551, "iteration": 16939, "loss_box_reg": 0.0073048377089435235, "loss_cls": 0.03396137381787412, "loss_rpn_cls": 0.0009381696198715872, "loss_rpn_loc": 0.0013236655213404447, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5177714626770467, "total_loss": 0.04425592474797213}
{"data_time": 0.003604462370276451, "eta_seconds": 11992.019265469862, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1059233449477352, "fast_rcnn/fg_cls_accuracy": 0.8940766550522647, "iteration": 16959, "loss_box_reg": 0.006678462625131942, "loss_cls": 0.03331262312713079, "loss_rpn_cls": 0.0010890197949038338, "loss_rpn_loc": 0.0014324035837489646, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5250996043905616, "total_loss": 0.04275260736199016}
{"data_time": 0.0036627650260925293, "eta_seconds": 11979.292568723205, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12, "fast_rcnn/fg_cls_accuracy": 0.88, "iteration": 16979, "loss_box_reg": 0.006972354371100664, "loss_cls": 0.032630681729642674, "loss_rpn_cls": 0.0006543702802446205, "loss_rpn_loc": 0.0013477584143402055, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5183553914539516, "total_loss": 0.041461415869889606}
{"data_time": 0.0034566917456686497, "eta_seconds": 11967.114043724025, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15707236842105263, "fast_rcnn/fg_cls_accuracy": 0.8238304093567251, "iteration": 16999, "loss_box_reg": 0.006660320039372891, "loss_cls": 0.03413196193287149, "loss_rpn_cls": 0.0006814690157170844, "loss_rpn_loc": 0.0013153890195098938, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5127758958842605, "total_loss": 0.0435687279305057}
{"data_time": 0.003483050037175417, "eta_seconds": 11955.20412122272, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10761904761904761, "fast_rcnn/fg_cls_accuracy": 0.8804761904761904, "iteration": 17019, "loss_box_reg": 0.0071107106923591346, "loss_cls": 0.03712646279018372, "loss_rpn_cls": 0.0005282709162202082, "loss_rpn_loc": 0.0013540553336497396, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5045213014818728, "total_loss": 0.047381707476915835}
{"data_time": 0.003547036089003086, "eta_seconds": 11946.302576320479, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09717868338557994, "fast_rcnn/fg_cls_accuracy": 0.9028213166144201, "iteration": 17039, "loss_box_reg": 0.007198715102276765, "loss_cls": 0.03371359236189164, "loss_rpn_cls": 0.0006623210625775755, "loss_rpn_loc": 0.0011632579098659335, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5258195830974728, "total_loss": 0.042424401383328814}
{"data_time": 0.0036216620355844498, "eta_seconds": 11935.896842618706, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12594268476621417, "fast_rcnn/fg_cls_accuracy": 0.8201357466063348, "iteration": 17059, "loss_box_reg": 0.0070847198949195445, "loss_cls": 0.03214874156401493, "loss_rpn_cls": 0.000681936586829579, "loss_rpn_loc": 0.0011267317549936706, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5200408310629427, "total_loss": 0.042179436858816644}
{"data_time": 0.0034268551971763372, "eta_seconds": 11923.990847332403, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1653771760154739, "fast_rcnn/fg_cls_accuracy": 0.8346228239845261, "iteration": 17079, "loss_box_reg": 0.007302937738131732, "loss_cls": 0.03327766511938535, "loss_rpn_cls": 0.0009326940694336372, "loss_rpn_loc": 0.0013009410467930138, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.514532757923007, "total_loss": 0.043153828278320816}
{"data_time": 0.003456299426034093, "eta_seconds": 11912.855446009198, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 17099, "loss_box_reg": 0.006657313133473508, "loss_cls": 0.03255501523381099, "loss_rpn_cls": 0.00085080950293559, "loss_rpn_loc": 0.0009833588374021929, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5195424668490887, "total_loss": 0.0416204563506426}
{"data_time": 0.003323198528960347, "eta_seconds": 11907.871743785916, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.06428571428571428, "fast_rcnn/fg_cls_accuracy": 0.9357142857142857, "iteration": 17119, "loss_box_reg": 0.00702426751377061, "loss_cls": 0.03631313648656942, "loss_rpn_cls": 0.0008962713273490408, "loss_rpn_loc": 0.0014681643624498975, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5293859590310603, "total_loss": 0.04490143341422481}
{"data_time": 0.0034776823595166206, "eta_seconds": 11898.821019287454, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14187643020594964, "fast_rcnn/fg_cls_accuracy": 0.8581235697940504, "iteration": 17139, "loss_box_reg": 0.007284661871381104, "loss_cls": 0.03258394869044423, "loss_rpn_cls": 0.0008879634749519028, "loss_rpn_loc": 0.0011290389120404143, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5226452050264925, "total_loss": 0.04190863729832017}
{"data_time": 0.003638210939243436, "eta_seconds": 11891.872843568213, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8793604651162791, "iteration": 17159, "loss_box_reg": 0.00670288476976566, "loss_cls": 0.0338921663351357, "loss_rpn_cls": 0.0007451962313780314, "loss_rpn_loc": 0.0009596204381523421, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156738434452564, "total_loss": 0.04427240823656575}
{"data_time": 0.0034870202653110027, "eta_seconds": 11880.290068018483, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.148125, "fast_rcnn/fg_cls_accuracy": 0.8518749999999999, "iteration": 17179, "loss_box_reg": 0.007108137244358659, "loss_cls": 0.034271953481948, "loss_rpn_cls": 0.0007705372098598673, "loss_rpn_loc": 0.0011213979705644306, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5197791298851371, "total_loss": 0.04387421211208675}
{"data_time": 0.0035467955749481916, "eta_seconds": 11871.047358092852, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.212143928035982, "fast_rcnn/fg_cls_accuracy": 0.787856071964018, "iteration": 17199, "loss_box_reg": 0.007015713868895546, "loss_cls": 0.035208448651246727, "loss_rpn_cls": 0.0010013845214444927, "loss_rpn_loc": 0.001498468656791374, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5271293134428561, "total_loss": 0.044964077016786064}
{"data_time": 0.003555284347385168, "eta_seconds": 11864.820442488883, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22473684210526318, "fast_rcnn/fg_cls_accuracy": 0.7552631578947369, "iteration": 17219, "loss_box_reg": 0.007054731395328417, "loss_cls": 0.034060083504300565, "loss_rpn_cls": 0.0007643755985782263, "loss_rpn_loc": 0.0013542405649786815, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.530806690454483, "total_loss": 0.04499924271169675}
{"data_time": 0.0032690870575606823, "eta_seconds": 11865.805846496718, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07757757757757758, "fast_rcnn/fg_cls_accuracy": 0.9166023166023166, "iteration": 17239, "loss_box_reg": 0.006731127039529383, "loss_cls": 0.03488318051677197, "loss_rpn_cls": 0.0010709096877690172, "loss_rpn_loc": 0.0014501877758448245, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5250058399979025, "total_loss": 0.04437848453784454}
{"data_time": 0.003679679473862052, "eta_seconds": 11851.439400008181, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.08611111111111111, "fast_rcnn/fg_cls_accuracy": 0.9138888888888889, "iteration": 17259, "loss_box_reg": 0.006503345881355926, "loss_cls": 0.031205809471430257, "loss_rpn_cls": 0.0007344624217466844, "loss_rpn_loc": 0.001697571295153466, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5164278370793909, "total_loss": 0.042212682284628045}
{"data_time": 0.003468672977760434, "eta_seconds": 11841.016428810777, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1328814627994956, "fast_rcnn/fg_cls_accuracy": 0.8671185372005044, "iteration": 17279, "loss_box_reg": 0.006848171949968673, "loss_cls": 0.03334179025841877, "loss_rpn_cls": 0.0005781263691346794, "loss_rpn_loc": 0.0015798317908775061, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166185654234141, "total_loss": 0.042193842004053295}
{"data_time": 0.0034762409050017595, "eta_seconds": 11834.976935168495, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14225589225589225, "fast_rcnn/fg_cls_accuracy": 0.8577441077441077, "iteration": 17299, "loss_box_reg": 0.006955255230423063, "loss_cls": 0.031426612520590425, "loss_rpn_cls": 0.0009026799771163496, "loss_rpn_loc": 0.0017842531960923225, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5220227483659983, "total_loss": 0.04246355056147877}
{"data_time": 0.003434742335230112, "eta_seconds": 11824.550102046458, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19805194805194803, "fast_rcnn/fg_cls_accuracy": 0.7564935064935066, "iteration": 17319, "loss_box_reg": 0.006774649926228449, "loss_cls": 0.033718392602168024, "loss_rpn_cls": 0.0005299440492763097, "loss_rpn_loc": 0.0016646391250105808, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141207242850214, "total_loss": 0.042669025977033925}
{"data_time": 0.0034686916042119265, "eta_seconds": 11806.629633341217, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14583333333333331, "fast_rcnn/fg_cls_accuracy": 0.8541666666666667, "iteration": 17339, "loss_box_reg": 0.006769656960386783, "loss_cls": 0.0345827333512716, "loss_rpn_cls": 0.0005880703006369004, "loss_rpn_loc": 0.001173405980807729, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5112904664129019, "total_loss": 0.044975439291874864}
{"data_time": 0.004039924358949065, "eta_seconds": 11791.905519441236, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12366310160427807, "fast_rcnn/fg_cls_accuracy": 0.8371212121212122, "iteration": 17359, "loss_box_reg": 0.006550722056999803, "loss_cls": 0.03442655730759725, "loss_rpn_cls": 0.0009328310186447197, "loss_rpn_loc": 0.0012286873752600513, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5199655836913735, "total_loss": 0.04297211408970725}
{"data_time": 0.0038065435364842415, "eta_seconds": 11778.384881875245, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 17379, "loss_box_reg": 0.006630555304582231, "loss_cls": 0.031713238946394995, "loss_rpn_cls": 0.0008002012199881392, "loss_rpn_loc": 0.0013724263080803212, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5186640121974051, "total_loss": 0.04205143753665652}
{"data_time": 0.0036241894122213125, "eta_seconds": 11766.919930716045, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.8270833333333334, "iteration": 17399, "loss_box_reg": 0.00669272942468524, "loss_cls": 0.034153612185036764, "loss_rpn_cls": 0.0005758742017860641, "loss_rpn_loc": 0.0011487426236271858, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522175409598276, "total_loss": 0.04243341631195108}
{"data_time": 0.0033660430926829576, "eta_seconds": 11753.371175806504, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06971153846153846, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 17419, "loss_box_reg": 0.007264508953085169, "loss_cls": 0.033247274113819, "loss_rpn_cls": 0.0007302179525936481, "loss_rpn_loc": 0.001312907083047321, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5193858505226672, "total_loss": 0.04391825797893034}
{"data_time": 0.0033387155272066593, "eta_seconds": 11740.868432138348, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10882352941176471, "fast_rcnn/fg_cls_accuracy": 0.8911764705882352, "iteration": 17439, "loss_box_reg": 0.0068294031952973455, "loss_cls": 0.03355796489631757, "loss_rpn_cls": 0.000963120929014849, "loss_rpn_loc": 0.0011685573335853405, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5231195681262761, "total_loss": 0.0437643325725503}
{"data_time": 0.003547252621501684, "eta_seconds": 11732.551245465409, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8639705882352942, "iteration": 17459, "loss_box_reg": 0.006604077745578252, "loss_cls": 0.03226406703470275, "loss_rpn_cls": 0.0010168460299837534, "loss_rpn_loc": 0.0013527451956178993, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.525863207411021, "total_loss": 0.041463631141255064}
{"data_time": 0.004132278263568878, "eta_seconds": 11726.316516719526, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.16323529411764706, "fast_rcnn/fg_cls_accuracy": 0.8367647058823529, "iteration": 17479, "loss_box_reg": 0.007069046827382408, "loss_cls": 0.03353005205281079, "loss_rpn_cls": 0.0007606310138044137, "loss_rpn_loc": 0.001600671821506694, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5256228025536984, "total_loss": 0.04497890989546249}
{"data_time": 0.0035259565338492393, "eta_seconds": 11715.902843688382, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14249492900608518, "fast_rcnn/fg_cls_accuracy": 0.8575050709939147, "iteration": 17499, "loss_box_reg": 0.006908888870384544, "loss_cls": 0.034416228911140934, "loss_rpn_cls": 0.0006797546035386404, "loss_rpn_loc": 0.0016029252710723085, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5233086021617055, "total_loss": 0.04402260489700893}
{"data_time": 0.003553324844688177, "eta_seconds": 11712.387911912752, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11378205128205128, "fast_rcnn/fg_cls_accuracy": 0.8862179487179487, "iteration": 17519, "loss_box_reg": 0.006502862321212888, "loss_cls": 0.03244296266348101, "loss_rpn_cls": 0.0007986859871493834, "loss_rpn_loc": 0.0012732868162856903, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249937188345939, "total_loss": 0.04165927172408601}
{"data_time": 0.0036808494478464127, "eta_seconds": 11698.157761237118, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8129445234708392, "iteration": 17539, "loss_box_reg": 0.006570180965354666, "loss_cls": 0.034750259830616415, "loss_rpn_cls": 0.0009935754500816074, "loss_rpn_loc": 0.001019015502606635, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146822344977409, "total_loss": 0.043834748689732805}
{"data_time": 0.003440527245402336, "eta_seconds": 11680.501419612672, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10230179028132992, "fast_rcnn/fg_cls_accuracy": 0.8976982097186701, "iteration": 17559, "loss_box_reg": 0.007046399085083976, "loss_cls": 0.03588428228977136, "loss_rpn_cls": 0.0005743937239230945, "loss_rpn_loc": 0.0009977141598938033, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5136593957431614, "total_loss": 0.044925012847329526}
{"data_time": 0.0035634739324450493, "eta_seconds": 11663.164575999836, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08114035087719298, "fast_rcnn/fg_cls_accuracy": 0.9083333333333333, "iteration": 17579, "loss_box_reg": 0.007114926222129725, "loss_cls": 0.034767103323247284, "loss_rpn_cls": 0.0009545460525259841, "loss_rpn_loc": 0.0013909146837249864, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5152805030811578, "total_loss": 0.044640509264809225}
{"data_time": 0.003892269218340516, "eta_seconds": 11645.219851623522, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12613636363636363, "fast_rcnn/fg_cls_accuracy": 0.8738636363636363, "iteration": 17599, "loss_box_reg": 0.006678403209662065, "loss_cls": 0.03407382537261583, "loss_rpn_cls": 0.0012149487658916769, "loss_rpn_loc": 0.001409619200785528, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5190984904766083, "total_loss": 0.044831832171183805}
{"data_time": 0.0034423985052853823, "eta_seconds": 11634.822798053036, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07255244755244755, "fast_rcnn/fg_cls_accuracy": 0.9274475524475525, "iteration": 17619, "loss_box_reg": 0.00695462990552187, "loss_cls": 0.031711057730717584, "loss_rpn_cls": 0.0007225309502700838, "loss_rpn_loc": 0.001202012588692014, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5247598194982857, "total_loss": 0.04090002822766792}
{"data_time": 0.003513870993629098, "eta_seconds": 11626.514538101852, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09639953542392567, "fast_rcnn/fg_cls_accuracy": 0.8768768768768769, "iteration": 17639, "loss_box_reg": 0.006971434282604605, "loss_cls": 0.03291945016826503, "loss_rpn_cls": 0.0005533225519229745, "loss_rpn_loc": 0.001226469590619672, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5232578052673489, "total_loss": 0.04181948280802317}
{"data_time": 0.003718970576301217, "eta_seconds": 11616.11561628431, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17291666666666666, "fast_rcnn/fg_cls_accuracy": 0.7840277777777778, "iteration": 17659, "loss_box_reg": 0.006675528158666566, "loss_cls": 0.03255882626399398, "loss_rpn_cls": 0.0008988199641635219, "loss_rpn_loc": 0.0011688171161949867, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5159096985589713, "total_loss": 0.041362945054004285}
{"data_time": 0.004051651805639267, "eta_seconds": 11612.448915238027, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1521164021164021, "fast_rcnn/fg_cls_accuracy": 0.7992992992992993, "iteration": 17679, "loss_box_reg": 0.006685838146950118, "loss_cls": 0.03315820451825857, "loss_rpn_cls": 0.0004411565619193425, "loss_rpn_loc": 0.0012179464429209474, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.528378645889461, "total_loss": 0.04130880295974748}
{"data_time": 0.0033323324751108885, "eta_seconds": 11601.357365591917, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13095238095238093, "fast_rcnn/fg_cls_accuracy": 0.8690476190476191, "iteration": 17699, "loss_box_reg": 0.006993459915975109, "loss_cls": 0.0318185672222171, "loss_rpn_cls": 0.0005156479901415878, "loss_rpn_loc": 0.0011781654102378525, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5142235334496945, "total_loss": 0.04053514777950795}
{"data_time": 0.003478627186268568, "eta_seconds": 11595.154892800609, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10363247863247863, "fast_rcnn/fg_cls_accuracy": 0.8963675213675213, "iteration": 17719, "loss_box_reg": 0.0066010971495416015, "loss_cls": 0.032882622530451044, "loss_rpn_cls": 0.0006792905845713904, "loss_rpn_loc": 0.0012693317021330586, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5302018525544554, "total_loss": 0.043011761537286475}
{"data_time": 0.003837061580270529, "eta_seconds": 11584.630501279142, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.106203007518797, "fast_rcnn/fg_cls_accuracy": 0.8858225108225108, "iteration": 17739, "loss_box_reg": 0.0066369621490594, "loss_cls": 0.03489211562555283, "loss_rpn_cls": 0.000869327559996691, "loss_rpn_loc": 0.0011012422928615706, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5123762062285095, "total_loss": 0.04442715307339995}
{"data_time": 0.0038104457780718803, "eta_seconds": 11570.144350842107, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8106060606060606, "iteration": 17759, "loss_box_reg": 0.0068425255885813385, "loss_cls": 0.03243973111966625, "loss_rpn_cls": 0.0005379466372232855, "loss_rpn_loc": 0.0012922127934871241, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5144593173172325, "total_loss": 0.04093321470963929}
{"data_time": 0.0034776590764522552, "eta_seconds": 11557.987075352808, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11269841269841269, "fast_rcnn/fg_cls_accuracy": 0.8491071428571428, "iteration": 17779, "loss_box_reg": 0.0065577454515732825, "loss_cls": 0.033656035986496136, "loss_rpn_cls": 0.0007076404246504353, "loss_rpn_loc": 0.0012421377850841964, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5151651117485017, "total_loss": 0.04383209211744088}
{"data_time": 0.0036870641633868217, "eta_seconds": 11547.584314833162, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11678004535147392, "fast_rcnn/fg_cls_accuracy": 0.883219954648526, "iteration": 17799, "loss_box_reg": 0.006550160062033683, "loss_cls": 0.03333625238155946, "loss_rpn_cls": 0.0011453415431788017, "loss_rpn_loc": 0.001390225032082526, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5153017023112625, "total_loss": 0.04305642094777795}
{"data_time": 0.0032785446383059025, "eta_seconds": 11539.614237215836, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17923015236567763, "fast_rcnn/fg_cls_accuracy": 0.8094157685762904, "iteration": 17819, "loss_box_reg": 0.00712277325510513, "loss_cls": 0.032877722318517044, "loss_rpn_cls": 0.0010149520689992642, "loss_rpn_loc": 0.0013186522892283392, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5216100749094039, "total_loss": 0.04373697200458082}
{"data_time": 0.0038058864884078503, "eta_seconds": 11525.56514603016, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06971153846153846, "fast_rcnn/fg_cls_accuracy": 0.9146959459459459, "iteration": 17839, "loss_box_reg": 0.006926668691448867, "loss_cls": 0.03589657219708897, "loss_rpn_cls": 0.000662194316419118, "loss_rpn_loc": 0.001399931048581493, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5145609630271792, "total_loss": 0.045743714241325506}
{"data_time": 0.0036369268782436848, "eta_seconds": 11522.182468389627, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30536130536130535, "fast_rcnn/fg_cls_accuracy": 0.6946386946386947, "iteration": 17859, "loss_box_reg": 0.006737669347785413, "loss_cls": 0.03315845743054524, "loss_rpn_cls": 0.0006759919375554091, "loss_rpn_loc": 0.0011271309140283847, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5244057113304734, "total_loss": 0.0440796977992477}
{"data_time": 0.0037263142876327038, "eta_seconds": 11509.835881136125, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08497316636851521, "fast_rcnn/fg_cls_accuracy": 0.9150268336314848, "iteration": 17879, "loss_box_reg": 0.006683842686470598, "loss_cls": 0.03246752708218992, "loss_rpn_cls": 0.0007125736544253414, "loss_rpn_loc": 0.0011831777337647509, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132709245663136, "total_loss": 0.04103572996928051}
{"data_time": 0.0036036984529346228, "eta_seconds": 11501.387056024047, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11324786324786325, "fast_rcnn/fg_cls_accuracy": 0.8525641025641025, "iteration": 17899, "loss_box_reg": 0.007070666499203071, "loss_cls": 0.03194274121779017, "loss_rpn_cls": 0.000983690407906579, "loss_rpn_loc": 0.0011441282185842283, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5230370401404798, "total_loss": 0.04182853873521708}
{"data_time": 0.003933492582291365, "eta_seconds": 11490.382495906437, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06534090909090909, "fast_rcnn/fg_cls_accuracy": 0.9082167832167831, "iteration": 17919, "loss_box_reg": 0.006691704300465062, "loss_cls": 0.03564939621719532, "loss_rpn_cls": 0.0009048481965976407, "loss_rpn_loc": 0.0014103179419180378, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5223062837030739, "total_loss": 0.044933467428109}
{"data_time": 0.003413550788536668, "eta_seconds": 11478.850426726975, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11513157894736842, "fast_rcnn/fg_cls_accuracy": 0.8848684210526316, "iteration": 17939, "loss_box_reg": 0.006558310240507126, "loss_cls": 0.03178829184616916, "loss_rpn_cls": 0.0006381296850861418, "loss_rpn_loc": 0.0015255932612490142, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5150890946388245, "total_loss": 0.04253624137118095}
{"data_time": 0.0034924864303320646, "eta_seconds": 11464.362230675993, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16676120249574589, "fast_rcnn/fg_cls_accuracy": 0.7803067788223652, "iteration": 17959, "loss_box_reg": 0.006789598352042958, "loss_cls": 0.03206149872858077, "loss_rpn_cls": 0.00048427497790726193, "loss_rpn_loc": 0.001120534372603288, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5165848152246326, "total_loss": 0.04051567245210208}
{"data_time": 0.0036537565756589174, "eta_seconds": 11457.329759879736, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26334026334026334, "fast_rcnn/fg_cls_accuracy": 0.7366597366597367, "iteration": 17979, "loss_box_reg": 0.006371893483446911, "loss_cls": 0.03739007996045984, "loss_rpn_cls": 0.0007154536938287492, "loss_rpn_loc": 0.0013579979304267908, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5282404094468802, "total_loss": 0.04598755424009937}
{"data_time": 0.003323432058095932, "eta_seconds": 11448.024959789822, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1338971106412967, "fast_rcnn/fg_cls_accuracy": 0.8661028893587033, "iteration": 17999, "loss_box_reg": 0.006868725031381473, "loss_cls": 0.03450698286178522, "loss_rpn_cls": 0.0005917552484788757, "loss_rpn_loc": 0.0013298435042088386, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5211443623993546, "total_loss": 0.04359067591519761}
{"data_time": 0.003305569989606738, "eta_seconds": 11438.938911292003, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19047619047619047, "fast_rcnn/fg_cls_accuracy": 0.8095238095238095, "iteration": 18019, "loss_box_reg": 0.00733974645845592, "loss_cls": 0.031634274433599785, "loss_rpn_cls": 0.0005336117102388016, "loss_rpn_loc": 0.0011334204136801418, "lr": 0.005, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5110950313974172, "total_loss": 0.042393605220240715}
{"data_time": 0.003389304270967841, "eta_seconds": 11434.58474496589, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 18039, "loss_box_reg": 0.0065582030365476385, "loss_cls": 0.03284341227845289, "loss_rpn_cls": 0.000961769596187878, "loss_rpn_loc": 0.0014788332700845785, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5287149264477193, "total_loss": 0.04243431171693146}
{"data_time": 0.003676490392535925, "eta_seconds": 11418.122863047989, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16112342941611235, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 18059, "loss_box_reg": 0.0068858504528179765, "loss_cls": 0.035812357236864045, "loss_rpn_cls": 0.0006259330250486528, "loss_rpn_loc": 0.001145015070505906, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176627396140248, "total_loss": 0.04499011251982665}
{"data_time": 0.0035649959463626146, "eta_seconds": 11407.714838925982, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09044715447154472, "fast_rcnn/fg_cls_accuracy": 0.9095528455284553, "iteration": 18079, "loss_box_reg": 0.007638118011527695, "loss_cls": 0.033253709436394274, "loss_rpn_cls": 0.0008024588375974417, "loss_rpn_loc": 0.0017899401482281974, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5188801640179008, "total_loss": 0.04315477591285344}
{"data_time": 0.003412357997149229, "eta_seconds": 11396.715141653316, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 18099, "loss_box_reg": 0.00736541673541069, "loss_cls": 0.03146803117124364, "loss_rpn_cls": 0.0007299547341403922, "loss_rpn_loc": 0.0011584382154978812, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5176128896418959, "total_loss": 0.03995498306960599}
{"data_time": 0.0037877524737268686, "eta_seconds": 11385.584025506163, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09779367918902802, "fast_rcnn/fg_cls_accuracy": 0.8645833333333334, "iteration": 18119, "loss_box_reg": 0.007039176271064207, "loss_cls": 0.03186468657804653, "loss_rpn_cls": 0.0008035834673592035, "loss_rpn_loc": 0.0014886054159433115, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268932234030217, "total_loss": 0.04312283546164508}
{"data_time": 0.003389157122001052, "eta_seconds": 11373.36616199906, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09347826086956522, "fast_rcnn/fg_cls_accuracy": 0.9024676850763806, "iteration": 18139, "loss_box_reg": 0.006871035468066111, "loss_cls": 0.03364075961872004, "loss_rpn_cls": 0.0007906675334652391, "loss_rpn_loc": 0.0013177188611734891, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5194230100605637, "total_loss": 0.04257504536178658}
{"data_time": 0.0036930725909769535, "eta_seconds": 11363.677366401767, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1543560606060606, "fast_rcnn/fg_cls_accuracy": 0.8456439393939394, "iteration": 18159, "loss_box_reg": 0.0070987405779305845, "loss_cls": 0.03234189163777046, "loss_rpn_cls": 0.0005229503681789538, "loss_rpn_loc": 0.0012838886614190415, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5225101306568831, "total_loss": 0.040224174907166343}
{"data_time": 0.0037644116673618555, "eta_seconds": 11354.363558364334, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10445387062566278, "fast_rcnn/fg_cls_accuracy": 0.8955461293743372, "iteration": 18179, "loss_box_reg": 0.006732894689776003, "loss_cls": 0.03344183781882748, "loss_rpn_cls": 0.0014311480238120566, "loss_rpn_loc": 0.0012709447491943138, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5287857234943658, "total_loss": 0.043698741239495575}
{"data_time": 0.0031914860010147095, "eta_seconds": 11342.865723406663, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15023041474654378, "fast_rcnn/fg_cls_accuracy": 0.8273291925465839, "iteration": 18199, "loss_box_reg": 0.006666184010100551, "loss_cls": 0.03472049531410448, "loss_rpn_cls": 0.0007922066877199541, "loss_rpn_loc": 0.001356972971734649, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.521678812103346, "total_loss": 0.04410743531366279}
{"data_time": 0.0036570406518876553, "eta_seconds": 11324.94580539316, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08947368421052632, "fast_rcnn/fg_cls_accuracy": 0.9105263157894736, "iteration": 18219, "loss_box_reg": 0.0065444330393802375, "loss_cls": 0.035287058708490804, "loss_rpn_cls": 0.0009337066651369241, "loss_rpn_loc": 0.0013068030748399906, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185438930056989, "total_loss": 0.0447643195764158}
{"data_time": 0.003543802537024021, "eta_seconds": 11311.3978275673, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11507936507936507, "fast_rcnn/fg_cls_accuracy": 0.8849206349206349, "iteration": 18239, "loss_box_reg": 0.006726971827447414, "loss_cls": 0.03140613267896697, "loss_rpn_cls": 0.0007904915869403339, "loss_rpn_loc": 0.0015510784996877192, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5125973685644567, "total_loss": 0.04212592965359363}
{"data_time": 0.003512094495818019, "eta_seconds": 11299.042807059595, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21639150943396226, "fast_rcnn/fg_cls_accuracy": 0.7753176742395071, "iteration": 18259, "loss_box_reg": 0.007272967151948251, "loss_cls": 0.035613306594314054, "loss_rpn_cls": 0.0007206465822946484, "loss_rpn_loc": 0.0014528666997648543, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5140045483130962, "total_loss": 0.045439059274713145}
{"data_time": 0.003672619117423892, "eta_seconds": 11298.58852570504, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.09252136752136753, "fast_rcnn/fg_cls_accuracy": 0.9074786324786325, "iteration": 18279, "loss_box_reg": 0.006768671330064535, "loss_cls": 0.03389865535427816, "loss_rpn_cls": 0.00082077012461923, "loss_rpn_loc": 0.001123510397519567, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395961408503354, "total_loss": 0.0434569490114427}
{"data_time": 0.0038532002363353968, "eta_seconds": 11292.640303594293, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2365079365079365, "fast_rcnn/fg_cls_accuracy": 0.757088122605364, "iteration": 18299, "loss_box_reg": 0.006371128169121221, "loss_cls": 0.03200826985994354, "loss_rpn_cls": 0.0009601204101272742, "loss_rpn_loc": 0.0010643956193234771, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369470056612045, "total_loss": 0.040493758872798935}
{"data_time": 0.0039000925607979298, "eta_seconds": 11282.320003816858, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15, "fast_rcnn/fg_cls_accuracy": 0.8137254901960784, "iteration": 18319, "loss_box_reg": 0.006735555216437206, "loss_cls": 0.03415736320312135, "loss_rpn_cls": 0.0008387046832467604, "loss_rpn_loc": 0.0012163245246483712, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5214671727735549, "total_loss": 0.04313019960767406}
{"data_time": 0.0036135425325483084, "eta_seconds": 11275.714163158555, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 18339, "loss_box_reg": 0.0064489851356484, "loss_cls": 0.03197675498086028, "loss_rpn_cls": 0.0009176368587304751, "loss_rpn_loc": 0.0012143184594606282, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5198922648560256, "total_loss": 0.04042778380880918}
{"data_time": 0.003457200713455677, "eta_seconds": 11265.303088726941, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13636363636363635, "fast_rcnn/fg_cls_accuracy": 0.8636363636363636, "iteration": 18359, "loss_box_reg": 0.0064795360376592726, "loss_cls": 0.035542690427973866, "loss_rpn_cls": 0.0007134572126687999, "loss_rpn_loc": 0.0009386952970089624, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.518871036823839, "total_loss": 0.044540760316294836}
{"data_time": 0.0033792464528232813, "eta_seconds": 11254.892014295328, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.09939984996249063, "fast_rcnn/fg_cls_accuracy": 0.9006001500375094, "iteration": 18379, "loss_box_reg": 0.006676144199445844, "loss_cls": 0.0340166554087773, "loss_rpn_cls": 0.00070850396861033, "loss_rpn_loc": 0.0009228408489434514, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5189831755124032, "total_loss": 0.04274684452713018}
{"data_time": 0.0038095160853117704, "eta_seconds": 11240.689746895805, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11378205128205128, "fast_rcnn/fg_cls_accuracy": 0.8693181818181819, "iteration": 18399, "loss_box_reg": 0.006788824102841318, "loss_cls": 0.03312681816169061, "loss_rpn_cls": 0.0006422969597679185, "loss_rpn_loc": 0.0012900465953862295, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5177653727587312, "total_loss": 0.043825280782471054}
{"data_time": 0.0037785519380122423, "eta_seconds": 11230.845096811885, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10283454185893211, "fast_rcnn/fg_cls_accuracy": 0.897165458141068, "iteration": 18419, "loss_box_reg": 0.00681291201908607, "loss_cls": 0.03485355153679848, "loss_rpn_cls": 0.0008796018684051887, "loss_rpn_loc": 0.001104015967939631, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5270971015561372, "total_loss": 0.04320000547045311}
{"data_time": 0.0033784345723688602, "eta_seconds": 11220.437010905938, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 18439, "loss_box_reg": 0.006927165653905831, "loss_cls": 0.03271684003993869, "loss_rpn_cls": 0.00037752139974145393, "loss_rpn_loc": 0.001032697071423172, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5198047109879553, "total_loss": 0.0408023006800704}
{"data_time": 0.003748925868421793, "eta_seconds": 11212.369258370716, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08611111111111111, "fast_rcnn/fg_cls_accuracy": 0.9101010101010101, "iteration": 18459, "loss_box_reg": 0.006804240649216808, "loss_cls": 0.03470958620891906, "loss_rpn_cls": 0.00110727046694592, "loss_rpn_loc": 0.001523983248262084, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5246238489635289, "total_loss": 0.045218388122748365}
{"data_time": 0.003649575635790825, "eta_seconds": 11199.620839094045, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1257894736842105, "fast_rcnn/fg_cls_accuracy": 0.8742105263157895, "iteration": 18479, "loss_box_reg": 0.006589702301425859, "loss_cls": 0.0317504316335544, "loss_rpn_cls": 0.0006842790621703898, "loss_rpn_loc": 0.001046438206685707, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.521689539309591, "total_loss": 0.04041926389004402}
{"data_time": 0.0034165845718234777, "eta_seconds": 11188.651925744489, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09411764705882353, "fast_rcnn/fg_cls_accuracy": 0.9058823529411765, "iteration": 18499, "loss_box_reg": 0.0064683613600209355, "loss_cls": 0.03346180569496937, "loss_rpn_cls": 0.0005681954223746288, "loss_rpn_loc": 0.001409214881277876, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.51284158998169, "total_loss": 0.041164557285583214}
{"data_time": 0.0036624730564653873, "eta_seconds": 11175.668017286574, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.10997067448680352, "fast_rcnn/fg_cls_accuracy": 0.8900293255131965, "iteration": 18519, "loss_box_reg": 0.00659578773775138, "loss_cls": 0.03443851199699566, "loss_rpn_cls": 0.00042555235012287085, "loss_rpn_loc": 0.001170669684142922, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.514579777373001, "total_loss": 0.0433763114691601}
{"data_time": 0.0033751456066966057, "eta_seconds": 11165.966757948278, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20860566448801743, "fast_rcnn/fg_cls_accuracy": 0.7913943355119826, "iteration": 18539, "loss_box_reg": 0.00651608279440552, "loss_cls": 0.03573019232135266, "loss_rpn_cls": 0.0006725579102067059, "loss_rpn_loc": 0.0009561032165947836, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5182314331177622, "total_loss": 0.044645059912909346}
{"data_time": 0.0036327445413917303, "eta_seconds": 11157.4292330537, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06458333333333333, "fast_rcnn/fg_cls_accuracy": 0.9354166666666667, "iteration": 18559, "loss_box_reg": 0.007071490093949251, "loss_cls": 0.03192886561737396, "loss_rpn_cls": 0.0006128683844508487, "loss_rpn_loc": 0.001240278599652811, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215753216762096, "total_loss": 0.040259395700104506}
{"data_time": 0.003595238085836172, "eta_seconds": 11152.615998833906, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.05202702702702703, "fast_rcnn/fg_cls_accuracy": 0.9479729729729729, "iteration": 18579, "loss_box_reg": 0.006872415455291048, "loss_cls": 0.030870456132106483, "loss_rpn_cls": 0.0006757911385761872, "loss_rpn_loc": 0.0019241339177824557, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5269394353963435, "total_loss": 0.040132531209224}
{"data_time": 0.0035526705905795097, "eta_seconds": 11148.111143182265, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15633423180592992, "fast_rcnn/fg_cls_accuracy": 0.8317610062893082, "iteration": 18599, "loss_box_reg": 0.006459382246248424, "loss_cls": 0.03582011256366968, "loss_rpn_cls": 0.00040502949161691504, "loss_rpn_loc": 0.0011071272601839155, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5241608563810587, "total_loss": 0.045346458510692855}
{"data_time": 0.0034159941133111715, "eta_seconds": 11133.889700671658, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09151785714285715, "fast_rcnn/fg_cls_accuracy": 0.8809523809523809, "iteration": 18619, "loss_box_reg": 0.006666857108939439, "loss_cls": 0.03366477804956958, "loss_rpn_cls": 0.0006093140226539617, "loss_rpn_loc": 0.001619815047888551, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5122446296736598, "total_loss": 0.042907174355946154}
{"data_time": 0.0037881003227084875, "eta_seconds": 11118.67692902172, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10300618921308577, "fast_rcnn/fg_cls_accuracy": 0.8969938107869142, "iteration": 18639, "loss_box_reg": 0.006605097703868523, "loss_cls": 0.03165095314034261, "loss_rpn_cls": 0.0004879245074675964, "loss_rpn_loc": 0.0012637520703719929, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5201592026278377, "total_loss": 0.04048466507958892}
{"data_time": 0.003453847486525774, "eta_seconds": 11115.47853222955, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13555555555555554, "fast_rcnn/fg_cls_accuracy": 0.8644444444444443, "iteration": 18659, "loss_box_reg": 0.006675873897620477, "loss_cls": 0.03346500569023192, "loss_rpn_cls": 0.0007369065060629509, "loss_rpn_loc": 0.0013174298001104034, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5300066745840013, "total_loss": 0.042026485053270335}
{"data_time": 0.0036197109147906303, "eta_seconds": 11100.552061581519, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2404610492845787, "fast_rcnn/fg_cls_accuracy": 0.7595389507154213, "iteration": 18679, "loss_box_reg": 0.006832955841673538, "loss_cls": 0.03331769062788226, "loss_rpn_cls": 0.0005413638687059574, "loss_rpn_loc": 0.0014894620962877525, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5208217818289995, "total_loss": 0.042144862221675794}
{"data_time": 0.003483399050310254, "eta_seconds": 11087.446152572054, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08452380952380953, "fast_rcnn/fg_cls_accuracy": 0.9154761904761904, "iteration": 18699, "loss_box_reg": 0.006770280990167521, "loss_cls": 0.03321400302229449, "loss_rpn_cls": 0.0005233937880575468, "loss_rpn_loc": 0.0011988196056336164, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166747474577278, "total_loss": 0.04276224386654803}
{"data_time": 0.0035706222988665104, "eta_seconds": 11073.399188428186, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.15052552552552553, "fast_rcnn/fg_cls_accuracy": 0.8224474474474475, "iteration": 18719, "loss_box_reg": 0.006675514712696895, "loss_cls": 0.03511037048883736, "loss_rpn_cls": 0.0007008524321463483, "loss_rpn_loc": 0.0014086501651036087, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5179661482106894, "total_loss": 0.044267519268487376}
{"data_time": 0.0033658624161034822, "eta_seconds": 11062.992347407155, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17847124824684432, "fast_rcnn/fg_cls_accuracy": 0.8215287517531558, "iteration": 18739, "loss_box_reg": 0.006798554124543443, "loss_cls": 0.033607483841478825, "loss_rpn_cls": 0.00041397015075972377, "loss_rpn_loc": 0.0009702405932330294, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5166947189718485, "total_loss": 0.04258872629060306}
{"data_time": 0.003409030381590128, "eta_seconds": 11058.900911779609, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.049107142857142856, "fast_rcnn/fg_cls_accuracy": 0.9508928571428572, "iteration": 18759, "loss_box_reg": 0.00672757341817487, "loss_cls": 0.03339031201903708, "loss_rpn_cls": 0.0008874301892092262, "loss_rpn_loc": 0.0011342852121742908, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5227063144557178, "total_loss": 0.0421632473040745}
{"data_time": 0.003672780003398657, "eta_seconds": 11050.571691593155, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1647342995169082, "fast_rcnn/fg_cls_accuracy": 0.8352657004830918, "iteration": 18779, "loss_box_reg": 0.0063915255886968225, "loss_cls": 0.033369509532349184, "loss_rpn_cls": 0.0004276836167491638, "loss_rpn_loc": 0.0011304437102808151, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5171973118558526, "total_loss": 0.04112183535278291}
{"data_time": 0.0034566661342978477, "eta_seconds": 11040.156940458342, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11011904761904762, "fast_rcnn/fg_cls_accuracy": 0.8639705882352942, "iteration": 18799, "loss_box_reg": 0.006425850588129833, "loss_cls": 0.03522433707257733, "loss_rpn_cls": 0.0006743274591940462, "loss_rpn_loc": 0.000965462444582954, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5153817483223975, "total_loss": 0.044189597989571894}
{"data_time": 0.003607073798775673, "eta_seconds": 11029.74218932353, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08202687569988801, "fast_rcnn/fg_cls_accuracy": 0.9179731243001119, "iteration": 18819, "loss_box_reg": 0.0066056881623808295, "loss_cls": 0.031578260619426146, "loss_rpn_cls": 0.0011427849238998533, "loss_rpn_loc": 0.0013685649510080111, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212402595207095, "total_loss": 0.04096382318508063}
{"data_time": 0.0035772204864770174, "eta_seconds": 11023.48859453341, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15354767184035478, "fast_rcnn/fg_cls_accuracy": 0.8464523281596452, "iteration": 18839, "loss_box_reg": 0.006603095913305879, "loss_cls": 0.03362910362193361, "loss_rpn_cls": 0.0006594026991422197, "loss_rpn_loc": 0.0010192188492510468, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.521970976376906, "total_loss": 0.043045458971960215}
{"data_time": 0.003360435599461198, "eta_seconds": 11010.094790516887, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06326781326781328, "fast_rcnn/fg_cls_accuracy": 0.9367321867321867, "iteration": 18859, "loss_box_reg": 0.006425097555620596, "loss_cls": 0.03389278391841799, "loss_rpn_cls": 0.0006155683332735862, "loss_rpn_loc": 0.0012244864619788132, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.519588332157582, "total_loss": 0.04114845605070627}
{"data_time": 0.003617792157456279, "eta_seconds": 10999.678921077866, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.082579185520362, "fast_rcnn/fg_cls_accuracy": 0.9174208144796381, "iteration": 18879, "loss_box_reg": 0.00665074675634969, "loss_cls": 0.03145070286700502, "loss_rpn_cls": 0.0005564769904822242, "loss_rpn_loc": 0.001324414333794266, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5189861305989325, "total_loss": 0.04169686379304949}
{"data_time": 0.0035183641593903303, "eta_seconds": 10982.85835562204, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10081053698074974, "fast_rcnn/fg_cls_accuracy": 0.8991894630192503, "iteration": 18899, "loss_box_reg": 0.006714267103234306, "loss_cls": 0.0345419685181696, "loss_rpn_cls": 0.0005695596180430584, "loss_rpn_loc": 0.0013402493750618305, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138884594198316, "total_loss": 0.042089822222123985}
{"data_time": 0.003752573626115918, "eta_seconds": 10969.947383756982, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1677807486631016, "fast_rcnn/fg_cls_accuracy": 0.816020025031289, "iteration": 18919, "loss_box_reg": 0.006391165545210242, "loss_cls": 0.035077806445769966, "loss_rpn_cls": 0.0012353543696690394, "loss_rpn_loc": 0.0013708315364056034, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5184162531513721, "total_loss": 0.04323075082788819}
{"data_time": 0.0033609990496188402, "eta_seconds": 10968.431312760804, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.096875, "fast_rcnn/fg_cls_accuracy": 0.903125, "iteration": 18939, "loss_box_reg": 0.006487004124210216, "loss_cls": 0.034372784837614745, "loss_rpn_cls": 0.0008719491448800909, "loss_rpn_loc": 0.0013178151930333115, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5308554896619171, "total_loss": 0.04436859011264005}
{"data_time": 0.003590798005461693, "eta_seconds": 10961.981322350912, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09848484848484848, "fast_rcnn/fg_cls_accuracy": 0.8831818181818182, "iteration": 18959, "loss_box_reg": 0.006300123786786571, "loss_cls": 0.03546027184347622, "loss_rpn_cls": 0.0009041829608236185, "loss_rpn_loc": 0.0010086379988933913, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5266644067596644, "total_loss": 0.043804535459912586}
{"data_time": 0.0035004133824259043, "eta_seconds": 10950.163279325003, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12290969899665552, "fast_rcnn/fg_cls_accuracy": 0.8770903010033444, "iteration": 18979, "loss_box_reg": 0.006752670247806236, "loss_cls": 0.03201904447632842, "loss_rpn_cls": 0.0008041222551185001, "loss_rpn_loc": 0.0009642640561651206, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5206163243856281, "total_loss": 0.04115149568997367}
{"data_time": 0.003250786568969488, "eta_seconds": 10939.744970700936, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12505427702996091, "fast_rcnn/fg_cls_accuracy": 0.874945722970039, "iteration": 18999, "loss_box_reg": 0.006817981105996296, "loss_cls": 0.03254340525018051, "loss_rpn_cls": 0.0010054623121504846, "loss_rpn_loc": 0.0012839378068747465, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5229746480472386, "total_loss": 0.0424484561870031}
{"data_time": 0.003381541697308421, "eta_seconds": 10926.973665311234, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20634920634920634, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 19019, "loss_box_reg": 0.006740394659573212, "loss_cls": 0.034526381496107206, "loss_rpn_cls": 0.0008244041719080997, "loss_rpn_loc": 0.0013981735792185646, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5140172033570707, "total_loss": 0.04316914090713908}
{"data_time": 0.0034755344968289137, "eta_seconds": 10911.578335985541, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16865079365079366, "fast_rcnn/fg_cls_accuracy": 0.8313492063492063, "iteration": 19039, "loss_box_reg": 0.0066698464506771415, "loss_cls": 0.03491400714847259, "loss_rpn_cls": 0.0014508444904208773, "loss_rpn_loc": 0.0014458962286880706, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5176628471817821, "total_loss": 0.043365464321937}
{"data_time": 0.003645165590569377, "eta_seconds": 10902.709100022446, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12335692618806876, "fast_rcnn/fg_cls_accuracy": 0.8495475113122172, "iteration": 19059, "loss_box_reg": 0.006667613808531314, "loss_cls": 0.03132602968253195, "loss_rpn_cls": 0.0006149815461640173, "loss_rpn_loc": 0.001181242454549647, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151513190940022, "total_loss": 0.040556279906866166}
{"data_time": 0.0033381369430571795, "eta_seconds": 10893.354728390696, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0921409214092141, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 19079, "loss_box_reg": 0.006174986323458143, "loss_cls": 0.03331613648333587, "loss_rpn_cls": 0.0008727075557999342, "loss_rpn_loc": 0.000898112073627999, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5250901742838323, "total_loss": 0.043967276476450934}
{"data_time": 0.0035745264030992985, "eta_seconds": 10885.309402729617, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11263157894736842, "fast_rcnn/fg_cls_accuracy": 0.8873684210526316, "iteration": 19099, "loss_box_reg": 0.006726440449710935, "loss_cls": 0.033853551343781874, "loss_rpn_cls": 0.0004501142244635048, "loss_rpn_loc": 0.0012346069652267033, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5255742194131017, "total_loss": 0.04326197709247026}
{"data_time": 0.0036727143451571465, "eta_seconds": 10868.060020342236, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06363636363636363, "fast_rcnn/fg_cls_accuracy": 0.9363636363636364, "iteration": 19119, "loss_box_reg": 0.006771321379346773, "loss_cls": 0.031688559014583007, "loss_rpn_cls": 0.0009937855194266376, "loss_rpn_loc": 0.0012609928235178813, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5168940571602434, "total_loss": 0.042293938352031546}
{"data_time": 0.003817863529548049, "eta_seconds": 10859.521762654185, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19005847953216373, "fast_rcnn/fg_cls_accuracy": 0.8099415204678362, "iteration": 19139, "loss_box_reg": 0.006843770723207854, "loss_cls": 0.03357024223078042, "loss_rpn_cls": 0.0008752831607807821, "loss_rpn_loc": 0.0011645444956229767, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.517590839182958, "total_loss": 0.04451690924167906}
{"data_time": 0.003592374501749873, "eta_seconds": 10849.110447987914, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21879535558780844, "fast_rcnn/fg_cls_accuracy": 0.7812046444121916, "iteration": 19159, "loss_box_reg": 0.006690048176096752, "loss_cls": 0.033858992537716404, "loss_rpn_cls": 0.0006115955193308764, "loss_rpn_loc": 0.0012291692910366692, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523748311214149, "total_loss": 0.04176778636201561}
{"data_time": 0.0034970168489962816, "eta_seconds": 10840.232375319581, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10300618921308577, "fast_rcnn/fg_cls_accuracy": 0.89272030651341, "iteration": 19179, "loss_box_reg": 0.006946960842469707, "loss_cls": 0.033442608488257974, "loss_rpn_cls": 0.0007496696053408414, "loss_rpn_loc": 0.0013642226022057002, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5259654335677624, "total_loss": 0.04335849986790663}
{"data_time": 0.004003182053565979, "eta_seconds": 10832.606003529858, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0563051375194603, "fast_rcnn/fg_cls_accuracy": 0.9436948624805397, "iteration": 19199, "loss_box_reg": 0.006775198533432558, "loss_cls": 0.032734451262513176, "loss_rpn_cls": 0.0006606446996784143, "loss_rpn_loc": 0.001069478596036788, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215403626207262, "total_loss": 0.041768982978055647}
{"data_time": 0.0035549618769437075, "eta_seconds": 10822.190536962356, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 19219, "loss_box_reg": 0.006745104299625382, "loss_cls": 0.03324918291764334, "loss_rpn_cls": 0.000963051201097187, "loss_rpn_loc": 0.0012716924065898638, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515260216081515, "total_loss": 0.042820520808163565}
{"data_time": 0.0034921912010759115, "eta_seconds": 10814.72526721214, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.067816091954023, "fast_rcnn/fg_cls_accuracy": 0.9002998500749625, "iteration": 19239, "loss_box_reg": 0.006262925278861076, "loss_cls": 0.03188422630773857, "loss_rpn_cls": 0.0008768167942889704, "loss_rpn_loc": 0.0012198398653708864, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5218408780638129, "total_loss": 0.04149414841526777}
{"data_time": 0.003566828789189458, "eta_seconds": 10804.306958588073, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1076923076923077, "fast_rcnn/fg_cls_accuracy": 0.8923076923076922, "iteration": 19259, "loss_box_reg": 0.006571986305061728, "loss_cls": 0.032721331488573924, "loss_rpn_cls": 0.00043552642353006377, "loss_rpn_loc": 0.0013379416996031068, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5137339211069047, "total_loss": 0.041231942957210777}
{"data_time": 0.003594727488234639, "eta_seconds": 10786.642559990287, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14204545454545453, "fast_rcnn/fg_cls_accuracy": 0.8579545454545454, "iteration": 19279, "loss_box_reg": 0.00643279985524714, "loss_cls": 0.033316962857497856, "loss_rpn_cls": 0.0009086649622531695, "loss_rpn_loc": 0.0012613091785169672, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.520339920418337, "total_loss": 0.04244800328194742}
{"data_time": 0.0037584768142551184, "eta_seconds": 10768.309719620971, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.05195681511470985, "fast_rcnn/fg_cls_accuracy": 0.9480431848852902, "iteration": 19299, "loss_box_reg": 0.006317538354778662, "loss_cls": 0.030836206686217338, "loss_rpn_cls": 0.000387566397705541, "loss_rpn_loc": 0.0013306159507919801, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5129181623924524, "total_loss": 0.03866062484945587}
{"data_time": 0.004042941145598888, "eta_seconds": 10757.09940160322, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12310606060606061, "fast_rcnn/fg_cls_accuracy": 0.8768939393939394, "iteration": 19319, "loss_box_reg": 0.0062905407103244215, "loss_cls": 0.032412334374384955, "loss_rpn_cls": 0.0008076526775084858, "loss_rpn_loc": 0.001396898711391259, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5191142344847322, "total_loss": 0.041165441507928335}
{"data_time": 0.003816173179075122, "eta_seconds": 10744.327375873458, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11839080459770115, "fast_rcnn/fg_cls_accuracy": 0.8523611831862999, "iteration": 19339, "loss_box_reg": 0.006401283433660865, "loss_cls": 0.02937657295842655, "loss_rpn_cls": 0.000544009031443693, "loss_rpn_loc": 0.000936585507588461, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168602569028735, "total_loss": 0.037775497678580905}
{"data_time": 0.0035894326865673065, "eta_seconds": 10735.149282689672, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08346036585365854, "fast_rcnn/fg_cls_accuracy": 0.9165396341463414, "iteration": 19359, "loss_box_reg": 0.006790444575017318, "loss_cls": 0.03192258713534102, "loss_rpn_cls": 0.0010080550782731734, "loss_rpn_loc": 0.001312387641519308, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5213390467688441, "total_loss": 0.04066479075811458}
{"data_time": 0.003556089708581567, "eta_seconds": 10722.582221511053, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10328947368421051, "fast_rcnn/fg_cls_accuracy": 0.8675438596491228, "iteration": 19379, "loss_box_reg": 0.0065033532155212015, "loss_cls": 0.03499767914763652, "loss_rpn_cls": 0.0008842531166237677, "loss_rpn_loc": 0.0014787891395826591, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.508486088598147, "total_loss": 0.043989585639650386}
{"data_time": 0.003347300225868821, "eta_seconds": 10715.48787642899, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11545454545454546, "fast_rcnn/fg_cls_accuracy": 0.8510526315789473, "iteration": 19399, "loss_box_reg": 0.006504717923235148, "loss_cls": 0.03363956534303725, "loss_rpn_cls": 0.001182463644681775, "loss_rpn_loc": 0.0011801097316492815, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5314980784896761, "total_loss": 0.0430680306552631}
{"data_time": 0.003622710006311536, "eta_seconds": 10702.725024096202, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15268065268065267, "fast_rcnn/fg_cls_accuracy": 0.829004329004329, "iteration": 19419, "loss_box_reg": 0.006229593534953892, "loss_cls": 0.03321468803915195, "loss_rpn_cls": 0.0004967700788256479, "loss_rpn_loc": 0.0011150713035021909, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5146098306868225, "total_loss": 0.04060524212513883}
{"data_time": 0.003585601458325982, "eta_seconds": 10693.542192790192, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2206896551724138, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 19439, "loss_box_reg": 0.006618226951104589, "loss_cls": 0.03458006857545115, "loss_rpn_cls": 0.0007500957169668254, "loss_rpn_loc": 0.0018470097802492091, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5220058220438659, "total_loss": 0.04507460718423317}
{"data_time": 0.0035526494029909372, "eta_seconds": 10678.901199107291, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06618240516545601, "fast_rcnn/fg_cls_accuracy": 0.8988035892323031, "iteration": 19459, "loss_box_reg": 0.00607563930680044, "loss_cls": 0.0343327984737698, "loss_rpn_cls": 0.0008547164832179988, "loss_rpn_loc": 0.0010238978611596394, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5091950378846377, "total_loss": 0.042241800340264035}
{"data_time": 0.0035576699301600456, "eta_seconds": 10664.543085715268, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07387387387387387, "fast_rcnn/fg_cls_accuracy": 0.9261261261261262, "iteration": 19479, "loss_box_reg": 0.006558268330991268, "loss_cls": 0.033764406078262255, "loss_rpn_cls": 0.000472826747113686, "loss_rpn_loc": 0.0009923814577632584, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5191614967770875, "total_loss": 0.042063373968176165}
{"data_time": 0.0033692889846861362, "eta_seconds": 10654.149300728459, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15640096618357488, "fast_rcnn/fg_cls_accuracy": 0.7944767441860465, "iteration": 19499, "loss_box_reg": 0.006499698123661801, "loss_cls": 0.030058677948545665, "loss_rpn_cls": 0.0009374439283647007, "loss_rpn_loc": 0.0011939931591768982, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148441556375474, "total_loss": 0.03990636140372317}
{"data_time": 0.0032259589061141014, "eta_seconds": 10648.96138210455, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21304885590599876, "fast_rcnn/fg_cls_accuracy": 0.7869511440940012, "iteration": 19519, "loss_box_reg": 0.006080072285840288, "loss_cls": 0.03345010950579308, "loss_rpn_cls": 0.0007530317295731948, "loss_rpn_loc": 0.0014170546346576884, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5250625554472208, "total_loss": 0.04296560857687837}
{"data_time": 0.0037661686073988676, "eta_seconds": 10641.533330415841, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.8517857142857144, "iteration": 19539, "loss_box_reg": 0.006495903653558344, "loss_cls": 0.03365647891769186, "loss_rpn_cls": 0.0005059544965888563, "loss_rpn_loc": 0.0012216587965667713, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5277896076440811, "total_loss": 0.041392247889007194}
{"data_time": 0.0036664691288024187, "eta_seconds": 10628.98516996787, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10128205128205128, "fast_rcnn/fg_cls_accuracy": 0.8987179487179487, "iteration": 19559, "loss_box_reg": 0.007027287472737953, "loss_cls": 0.03345083139720373, "loss_rpn_cls": 0.0005892123431294749, "loss_rpn_loc": 0.0011998281570413383, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5166747672483325, "total_loss": 0.04247735032106448}
{"data_time": 0.0036900504492223263, "eta_seconds": 10612.574160781223, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.10562987736900781, "fast_rcnn/fg_cls_accuracy": 0.8943701226309921, "iteration": 19579, "loss_box_reg": 0.00677788611210417, "loss_cls": 0.03296226920792833, "loss_rpn_cls": 0.00047100352844609006, "loss_rpn_loc": 0.0014336645144794602, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.520095499465242, "total_loss": 0.04189617162126069}
{"data_time": 0.003508919384330511, "eta_seconds": 10596.404549842933, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11513157894736842, "fast_rcnn/fg_cls_accuracy": 0.8848684210526316, "iteration": 19599, "loss_box_reg": 0.006395006290404126, "loss_cls": 0.03450689691817388, "loss_rpn_cls": 0.0009524879720856916, "loss_rpn_loc": 0.0011858303405460902, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203560125082731, "total_loss": 0.04368707318133147}
{"data_time": 0.0037887149956077337, "eta_seconds": 10586.016427153023, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11174636174636175, "fast_rcnn/fg_cls_accuracy": 0.8882536382536382, "iteration": 19619, "loss_box_reg": 0.006685225598630495, "loss_cls": 0.033294885855866596, "loss_rpn_cls": 0.000755130183847541, "loss_rpn_loc": 0.0010640802192938281, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156701640225947, "total_loss": 0.04185108424991313}
{"data_time": 0.0034678687807172537, "eta_seconds": 10573.740751910722, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23525798525798525, "fast_rcnn/fg_cls_accuracy": 0.7647420147420148, "iteration": 19639, "loss_box_reg": 0.00629902481159661, "loss_cls": 0.032128966064192355, "loss_rpn_cls": 0.0006319626993445127, "loss_rpn_loc": 0.001209183352330001, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.511083182413131, "total_loss": 0.04099787942527655}
{"data_time": 0.003424544120207429, "eta_seconds": 10561.67639722908, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 19659, "loss_box_reg": 0.0063753146387171, "loss_cls": 0.033669244148768485, "loss_rpn_cls": 0.0005573748771894316, "loss_rpn_loc": 0.0009719489426061045, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210365494713187, "total_loss": 0.042459596448225057}
{"data_time": 0.0034106115344911814, "eta_seconds": 10552.078058230458, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.079002079002079, "fast_rcnn/fg_cls_accuracy": 0.9209979209979211, "iteration": 19679, "loss_box_reg": 0.006615689257159829, "loss_cls": 0.033987744245678186, "loss_rpn_cls": 0.0005265949223485222, "loss_rpn_loc": 0.0011927993145945948, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5273832399398088, "total_loss": 0.04440835734044413}
{"data_time": 0.003559764940291643, "eta_seconds": 10543.975612090202, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.930952380952381, "iteration": 19699, "loss_box_reg": 0.006761765165720135, "loss_cls": 0.03220643452368677, "loss_rpn_cls": 0.0006309225789209449, "loss_rpn_loc": 0.0011394776738598011, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.524689257144928, "total_loss": 0.04039839371864673}
{"data_time": 0.00354660302400589, "eta_seconds": 10534.075813703472, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08114035087719298, "fast_rcnn/fg_cls_accuracy": 0.8725490196078431, "iteration": 19719, "loss_box_reg": 0.00622115028090775, "loss_cls": 0.03228599831345491, "loss_rpn_cls": 0.0006307361416020285, "loss_rpn_loc": 0.0010782956160255708, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202407820615917, "total_loss": 0.0406846810030288}
{"data_time": 0.003428681520745158, "eta_seconds": 10523.687691013562, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08683473389355742, "fast_rcnn/fg_cls_accuracy": 0.9131652661064426, "iteration": 19739, "loss_box_reg": 0.006471505868830718, "loss_cls": 0.0334456336859148, "loss_rpn_cls": 0.0007205902047644486, "loss_rpn_loc": 0.0013784083203063346, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5205449578352273, "total_loss": 0.04197648682441013}
{"data_time": 0.0035907879937440157, "eta_seconds": 10511.812651727814, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12312312312312312, "fast_rcnn/fg_cls_accuracy": 0.8510370835952232, "iteration": 19759, "loss_box_reg": 0.006763483062968589, "loss_cls": 0.0342392431339249, "loss_rpn_cls": 0.0007303830071805351, "loss_rpn_loc": 0.0012140696962887887, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5170381926000118, "total_loss": 0.04255709612951364}
{"data_time": 0.0033589310478419065, "eta_seconds": 10502.911445633741, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19574468085106383, "fast_rcnn/fg_cls_accuracy": 0.8042553191489361, "iteration": 19779, "loss_box_reg": 0.006664816057309508, "loss_cls": 0.034512315440224484, "loss_rpn_cls": 0.0008074662113415343, "loss_rpn_loc": 0.001439738909539301, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235092968214303, "total_loss": 0.04342277189371657}
{"data_time": 0.0033967371564358473, "eta_seconds": 10501.404422751162, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11564171122994651, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 19799, "loss_box_reg": 0.007014844712102786, "loss_cls": 0.03211556404130533, "loss_rpn_cls": 0.00084585494505518, "loss_rpn_loc": 0.0012849915365222842, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5207685099449009, "total_loss": 0.040758427257685526}
{"data_time": 0.003459248226135969, "eta_seconds": 10491.00750732841, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15707070707070708, "fast_rcnn/fg_cls_accuracy": 0.8173611111111111, "iteration": 19819, "loss_box_reg": 0.00670393297332339, "loss_cls": 0.03470060249674134, "loss_rpn_cls": 0.0006139386854329132, "loss_rpn_loc": 0.001364345922411303, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5176263644825667, "total_loss": 0.04423284240056091}
{"data_time": 0.0036265873350203037, "eta_seconds": 10475.779153361917, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.08608058608058608, "fast_rcnn/fg_cls_accuracy": 0.913919413919414, "iteration": 19839, "loss_box_reg": 0.006824670053902082, "loss_cls": 0.03336057477281429, "loss_rpn_cls": 0.0009110320945637795, "loss_rpn_loc": 0.0013801494587823981, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5108118345960975, "total_loss": 0.042846397539733516}
{"data_time": 0.003523054299876094, "eta_seconds": 10468.539536312222, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.09651162790697675, "fast_rcnn/fg_cls_accuracy": 0.9034883720930232, "iteration": 19859, "loss_box_reg": 0.006788430182496086, "loss_cls": 0.03184017864987254, "loss_rpn_cls": 0.0006225093590046527, "loss_rpn_loc": 0.0011040199642593507, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5214965245686471, "total_loss": 0.040994087685248815}
{"data_time": 0.0037094904109835625, "eta_seconds": 10454.994908228517, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11116600790513834, "fast_rcnn/fg_cls_accuracy": 0.8888339920948616, "iteration": 19879, "loss_box_reg": 0.0067531802342273295, "loss_cls": 0.03251603740500286, "loss_rpn_cls": 0.0005149219455233833, "loss_rpn_loc": 0.000967233871051576, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166075143497437, "total_loss": 0.042078224602391856}
{"data_time": 0.003470788476988673, "eta_seconds": 10441.940606735181, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13006756756756757, "fast_rcnn/fg_cls_accuracy": 0.8699324324324325, "iteration": 19899, "loss_box_reg": 0.00640519944136031, "loss_cls": 0.03476516902446747, "loss_rpn_cls": 0.0005620276115223533, "loss_rpn_loc": 0.0011269618953519966, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5184943643398583, "total_loss": 0.044373475990369116}
{"data_time": 0.0033780450467020273, "eta_seconds": 10434.210663095117, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14407407407407408, "fast_rcnn/fg_cls_accuracy": 0.855925925925926, "iteration": 19919, "loss_box_reg": 0.006579826003871858, "loss_cls": 0.0338383374910336, "loss_rpn_cls": 0.0008567611195076097, "loss_rpn_loc": 0.0010257453013764462, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5213520973920822, "total_loss": 0.04310684751925464}
{"data_time": 0.0035248808562755585, "eta_seconds": 10419.80646411446, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17023809523809524, "fast_rcnn/fg_cls_accuracy": 0.7877252252252251, "iteration": 19939, "loss_box_reg": 0.006466962251579389, "loss_cls": 0.03304870391730219, "loss_rpn_cls": 0.0005036212030518072, "loss_rpn_loc": 0.0009782043525774498, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5203748077619821, "total_loss": 0.0405267019731923}
{"data_time": 0.003222509054467082, "eta_seconds": 10409.418341424549, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 19959, "loss_box_reg": 0.006008668686263263, "loss_cls": 0.03519548472831957, "loss_rpn_cls": 0.000843714075472235, "loss_rpn_loc": 0.001133986901550088, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5217814901843667, "total_loss": 0.04370685098319882}
{"data_time": 0.0038343174383044243, "eta_seconds": 10398.548629607307, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16180124223602485, "fast_rcnn/fg_cls_accuracy": 0.8142857142857143, "iteration": 19979, "loss_box_reg": 0.006834947445895523, "loss_cls": 0.03179045527940616, "loss_rpn_cls": 0.0008834791807998954, "loss_rpn_loc": 0.0011851347699121106, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5196436599362642, "total_loss": 0.04204975276593359}
{"data_time": 0.00341203180141747, "eta_seconds": 10389.993237914052, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8564189189189189, "iteration": 19999, "loss_box_reg": 0.006568259123014286, "loss_cls": 0.031540174677502364, "loss_rpn_cls": 0.0008984059896874896, "loss_rpn_loc": 0.0011514209281813237, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5237522006500512, "total_loss": 0.04003469501452628}
{"data_time": 0.0033549335785210133, "eta_seconds": 10377.773346395465, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 20019, "loss_box_reg": 0.007078925598761998, "loss_cls": 0.03220657879137434, "loss_rpn_cls": 0.0007743799581589883, "loss_rpn_loc": 0.0013111562675476307, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5107533251866698, "total_loss": 0.04247869947698746}
{"data_time": 0.003472548443824053, "eta_seconds": 10367.140463795746, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06333333333333332, "fast_rcnn/fg_cls_accuracy": 0.9366666666666666, "iteration": 20039, "loss_box_reg": 0.006279755441937596, "loss_cls": 0.033348378899972886, "loss_rpn_cls": 0.0008432768015609327, "loss_rpn_loc": 0.0010899363769567572, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.516295620938763, "total_loss": 0.04276577059823694}
{"data_time": 0.0037241296377032995, "eta_seconds": 10354.71799327503, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1270053475935829, "fast_rcnn/fg_cls_accuracy": 0.8623737373737375, "iteration": 20059, "loss_box_reg": 0.006959171325433999, "loss_cls": 0.03421568815247156, "loss_rpn_cls": 0.0006012979353045012, "loss_rpn_loc": 0.0009323168815171812, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5148272451478988, "total_loss": 0.042865062956536804}
{"data_time": 0.003469075309112668, "eta_seconds": 10345.493037454085, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.158004158004158, "fast_rcnn/fg_cls_accuracy": 0.8355855855855856, "iteration": 20079, "loss_box_reg": 0.006292803620453924, "loss_cls": 0.03403568477369845, "loss_rpn_cls": 0.0007621008211344815, "loss_rpn_loc": 0.0009588189823261928, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5235841139219701, "total_loss": 0.042244667016689164}
{"data_time": 0.003731073345988989, "eta_seconds": 10336.22277997178, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8483455882352942, "iteration": 20099, "loss_box_reg": 0.00635126925772056, "loss_cls": 0.0323941245151218, "loss_rpn_cls": 0.00037360870192060247, "loss_rpn_loc": 0.0009776143051567487, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5233508618548512, "total_loss": 0.040722216578728876}
{"data_time": 0.0036243207287043333, "eta_seconds": 10325.83513836586, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.13389227642276424, "fast_rcnn/fg_cls_accuracy": 0.8661077235772358, "iteration": 20119, "loss_box_reg": 0.006224449607543647, "loss_cls": 0.03177766877342947, "loss_rpn_cls": 0.0006533897931149113, "loss_rpn_loc": 0.0010552007515798323, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5135061354376376, "total_loss": 0.040259285954221014}
{"data_time": 0.003552996553480625, "eta_seconds": 10313.176574115409, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09719142645971915, "fast_rcnn/fg_cls_accuracy": 0.9028085735402809, "iteration": 20139, "loss_box_reg": 0.0063347447430714965, "loss_cls": 0.03279748046770692, "loss_rpn_cls": 0.0006379436066481503, "loss_rpn_loc": 0.001141718566941563, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5023030950687826, "total_loss": 0.04109058524319664}
{"data_time": 0.0035419485066086054, "eta_seconds": 10302.791219325503, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21568627450980393, "fast_rcnn/fg_cls_accuracy": 0.7754010695187166, "iteration": 20159, "loss_box_reg": 0.0067406407033558935, "loss_cls": 0.032339535013306886, "loss_rpn_cls": 0.0012856736748290132, "loss_rpn_loc": 0.001199059344799025, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5220046669710428, "total_loss": 0.042087479701081065}
{"data_time": 0.003516939003020525, "eta_seconds": 10290.911220537499, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8376623376623377, "iteration": 20179, "loss_box_reg": 0.006345902496832423, "loss_cls": 0.03575326464488171, "loss_rpn_cls": 0.00063833013052772, "loss_rpn_loc": 0.001454791497963015, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5170768233947456, "total_loss": 0.04542682026408329}
{"data_time": 0.0036614651326090097, "eta_seconds": 10278.942954497645, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09815705128205128, "fast_rcnn/fg_cls_accuracy": 0.8829284750337383, "iteration": 20199, "loss_box_reg": 0.00624920820700936, "loss_cls": 0.03110051862313412, "loss_rpn_cls": 0.0004622355337176032, "loss_rpn_loc": 0.0014882975119689945, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5175660774111748, "total_loss": 0.039865119793716985}
{"data_time": 0.0035603258293122053, "eta_seconds": 10268.56070819241, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 20219, "loss_box_reg": 0.006283038936089724, "loss_cls": 0.035189302725484595, "loss_rpn_cls": 0.0012173392021850304, "loss_rpn_loc": 0.0010760527511592954, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5204273604322225, "total_loss": 0.04478078316725487}
{"data_time": 0.003379925386980176, "eta_seconds": 10251.66976465378, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8257575757575758, "iteration": 20239, "loss_box_reg": 0.006674041185760871, "loss_cls": 0.031054448569193482, "loss_rpn_cls": 0.0007026905287830232, "loss_rpn_loc": 0.0013808548228553263, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5174520430155098, "total_loss": 0.04091550416796963}
{"data_time": 0.0035430905409157276, "eta_seconds": 10246.299317004858, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2506459948320413, "fast_rcnn/fg_cls_accuracy": 0.7493540051679586, "iteration": 20259, "loss_box_reg": 0.00701476565154735, "loss_cls": 0.03582122380612418, "loss_rpn_cls": 0.0009356490563163788, "loss_rpn_loc": 0.0013571069721365348, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5170772599522024, "total_loss": 0.045789984204361645}
{"data_time": 0.003709974465891719, "eta_seconds": 10235.918587237364, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.821875, "iteration": 20279, "loss_box_reg": 0.007145691110054031, "loss_cls": 0.03279060192289762, "loss_rpn_cls": 0.0006866989206741891, "loss_rpn_loc": 0.0010731026395660592, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5185374259017408, "total_loss": 0.043206380368928876}
{"data_time": 0.0038573306519538164, "eta_seconds": 10227.031722971471, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9333333333333333, "iteration": 20299, "loss_box_reg": 0.006329535332042724, "loss_cls": 0.029355020029470325, "loss_rpn_cls": 0.0009114973576060947, "loss_rpn_loc": 0.0012694669858319685, "lr": 0.005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5222300351597369, "total_loss": 0.03870303009387044}
{"data_time": 0.0036641887854784727, "eta_seconds": 10218.224294001237, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10365198711063373, "fast_rcnn/fg_cls_accuracy": 0.8963480128893663, "iteration": 20319, "loss_box_reg": 0.006982198188779876, "loss_cls": 0.032696126407245174, "loss_rpn_cls": 0.00047727086052873346, "loss_rpn_loc": 0.0011965342418989167, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5274392603896558, "total_loss": 0.04295353327094631}
{"data_time": 0.0035014841705560684, "eta_seconds": 10210.468280175934, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09545836837678721, "fast_rcnn/fg_cls_accuracy": 0.8765243902439024, "iteration": 20339, "loss_box_reg": 0.0070318492071237415, "loss_cls": 0.03188014420447871, "loss_rpn_cls": 0.0005177169579155816, "loss_rpn_loc": 0.0012748190565616824, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.52696603233926, "total_loss": 0.04088114302965096}
{"data_time": 0.003431195393204689, "eta_seconds": 10197.456600705162, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.075, "fast_rcnn/fg_cls_accuracy": 0.925, "iteration": 20359, "loss_box_reg": 0.0068407278740778565, "loss_cls": 0.03282434539869428, "loss_rpn_cls": 0.0007815605777921064, "loss_rpn_loc": 0.0012183708404336357, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.516540413023904, "total_loss": 0.04147555607346476}
{"data_time": 0.003401416353881359, "eta_seconds": 10187.072754057124, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14912280701754385, "fast_rcnn/fg_cls_accuracy": 0.8132183908045978, "iteration": 20379, "loss_box_reg": 0.006159617070807144, "loss_cls": 0.03166271292138845, "loss_rpn_cls": 0.0009632979678713127, "loss_rpn_loc": 0.0012115520312363515, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5052228253334761, "total_loss": 0.041462985107727945}
{"data_time": 0.0035656599793583155, "eta_seconds": 10175.925544188358, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09934318555008209, "fast_rcnn/fg_cls_accuracy": 0.8983268983268984, "iteration": 20399, "loss_box_reg": 0.006448279818869196, "loss_cls": 0.033105201728176326, "loss_rpn_cls": 0.0005676846071764885, "loss_rpn_loc": 0.0011037281437893398, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243263498414308, "total_loss": 0.041325359907887105}
{"data_time": 0.003519668709486723, "eta_seconds": 10166.30506076105, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08585114222549742, "fast_rcnn/fg_cls_accuracy": 0.9141488577745025, "iteration": 20419, "loss_box_reg": 0.006017764622811228, "loss_cls": 0.0345097875688225, "loss_rpn_cls": 0.0005171533564407582, "loss_rpn_loc": 0.001124167976740864, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5188866278622299, "total_loss": 0.0425300702753475}
{"data_time": 0.003691614605486393, "eta_seconds": 10155.159408696927, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9095528455284553, "iteration": 20439, "loss_box_reg": 0.006399369041901082, "loss_cls": 0.03350859889178537, "loss_rpn_cls": 0.0007468418170901714, "loss_rpn_loc": 0.0010863074148801388, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5201971270143986, "total_loss": 0.041947664760527914}
{"data_time": 0.003628581529483199, "eta_seconds": 10145.537367464975, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1182983682983683, "fast_rcnn/fg_cls_accuracy": 0.8817016317016317, "iteration": 20459, "loss_box_reg": 0.006244697811780497, "loss_cls": 0.03236111215665005, "loss_rpn_cls": 0.0008688826421803242, "loss_rpn_loc": 0.0009870521771517815, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5198477760422975, "total_loss": 0.04347118947725903}
{"data_time": 0.003589521162211895, "eta_seconds": 10135.870217404794, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06481481481481481, "fast_rcnn/fg_cls_accuracy": 0.9293650793650794, "iteration": 20479, "loss_box_reg": 0.006518794849398546, "loss_cls": 0.030017075274372473, "loss_rpn_cls": 0.000646743126480942, "loss_rpn_loc": 0.0013766751180810388, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5223677624017, "total_loss": 0.03948302503181367}
{"data_time": 0.003701878013089299, "eta_seconds": 10124.010205459781, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1423180592991914, "fast_rcnn/fg_cls_accuracy": 0.8576819407008087, "iteration": 20499, "loss_box_reg": 0.006515796150779352, "loss_cls": 0.03222175655537285, "loss_rpn_cls": 0.0008627255026567582, "loss_rpn_loc": 0.0010410197501187213, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.504937800578773, "total_loss": 0.04033363213534358}
{"data_time": 0.0036015480291098356, "eta_seconds": 10113.180504606804, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14583333333333331, "fast_rcnn/fg_cls_accuracy": 0.8512931034482758, "iteration": 20519, "loss_box_reg": 0.006792159911128692, "loss_cls": 0.0327894453657791, "loss_rpn_cls": 0.000834279408564953, "loss_rpn_loc": 0.0010909999145951588, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5183270298875868, "total_loss": 0.04041612486162194}
{"data_time": 0.003959166584536433, "eta_seconds": 10100.969100259943, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12451612903225806, "fast_rcnn/fg_cls_accuracy": 0.8716540837336995, "iteration": 20539, "loss_box_reg": 0.006326715723844245, "loss_cls": 0.02970316758728586, "loss_rpn_cls": 0.0006110585712804095, "loss_rpn_loc": 0.0014005904849909712, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179083433467895, "total_loss": 0.03800303625246215}
{"data_time": 0.003682020353153348, "eta_seconds": 10090.588370492449, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.12072649572649573, "fast_rcnn/fg_cls_accuracy": 0.8792735042735043, "iteration": 20559, "loss_box_reg": 0.006633847748162225, "loss_cls": 0.03378280406468548, "loss_rpn_cls": 0.0006306693146314046, "loss_rpn_loc": 0.0010826456218637759, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5164235783740878, "total_loss": 0.043425045118056005}
{"data_time": 0.003683194750919938, "eta_seconds": 10081.351919383975, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12793235133660663, "fast_rcnn/fg_cls_accuracy": 0.8720676486633934, "iteration": 20579, "loss_box_reg": 0.006749755077180453, "loss_cls": 0.03372803807724267, "loss_rpn_cls": 0.00048222830048416654, "loss_rpn_loc": 0.001476822171753156, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5254837025422603, "total_loss": 0.04294854903946543}
{"data_time": 0.003519349033012986, "eta_seconds": 10068.719166403636, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2758985200845666, "fast_rcnn/fg_cls_accuracy": 0.7241014799154334, "iteration": 20599, "loss_box_reg": 0.006691332615446299, "loss_cls": 0.03212888786219992, "loss_rpn_cls": 0.00045705066276013895, "loss_rpn_loc": 0.0009959649723896291, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5140685718506575, "total_loss": 0.039924031387784}
{"data_time": 0.003524542087689042, "eta_seconds": 10058.339578581974, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16728797763280523, "fast_rcnn/fg_cls_accuracy": 0.8327120223671948, "iteration": 20619, "loss_box_reg": 0.006208604056155309, "loss_cls": 0.030676772294100374, "loss_rpn_cls": 0.00043914810044043406, "loss_rpn_loc": 0.001156282503870898, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210086933802813, "total_loss": 0.03944218487151829}
{"data_time": 0.003452845150604844, "eta_seconds": 10051.328731239773, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8347826086956522, "iteration": 20639, "loss_box_reg": 0.006168749474454671, "loss_cls": 0.03262815534253605, "loss_rpn_cls": 0.0005978640935495605, "loss_rpn_loc": 0.00100487181043718, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5257673540618271, "total_loss": 0.03986065466006039}
{"data_time": 0.003684857627376914, "eta_seconds": 10040.502240110887, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19504643962848295, "fast_rcnn/fg_cls_accuracy": 0.804953560371517, "iteration": 20659, "loss_box_reg": 0.006309764663456008, "loss_cls": 0.0338765709893778, "loss_rpn_cls": 0.0011552771379115256, "loss_rpn_loc": 0.0012982185699002002, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198835721239448, "total_loss": 0.04394511288256808}
{"data_time": 0.003351374063640833, "eta_seconds": 10024.730605333112, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10529556650246305, "fast_rcnn/fg_cls_accuracy": 0.8947044334975369, "iteration": 20679, "loss_box_reg": 0.006854958541225642, "loss_cls": 0.032122939242981374, "loss_rpn_cls": 0.0006226416784897992, "loss_rpn_loc": 0.0012109443505323725, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5132210350129753, "total_loss": 0.04171123486398187}
{"data_time": 0.00368792237713933, "eta_seconds": 10014.353574532084, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14644607843137256, "fast_rcnn/fg_cls_accuracy": 0.7963636363636364, "iteration": 20699, "loss_box_reg": 0.006304995913524181, "loss_cls": 0.02925849231542088, "loss_rpn_cls": 0.00033405643591777334, "loss_rpn_loc": 0.0011327299907861743, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5250744603108615, "total_loss": 0.0380106744639761}
{"data_time": 0.003534427611157298, "eta_seconds": 10003.976543731056, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.05718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 20719, "loss_box_reg": 0.006229793420061469, "loss_cls": 0.03285150550073013, "loss_rpn_cls": 0.0005073884931903194, "loss_rpn_loc": 0.0011755958585126791, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5194652890786529, "total_loss": 0.04083011020577487}
{"data_time": 0.0035108388401567936, "eta_seconds": 9997.161802585004, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.20950888192267503, "fast_rcnn/fg_cls_accuracy": 0.790491118077325, "iteration": 20739, "loss_box_reg": 0.006435406336095184, "loss_cls": 0.03237943607382476, "loss_rpn_cls": 0.0006471672098200543, "loss_rpn_loc": 0.0013337525615497725, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5283486603293568, "total_loss": 0.040963485374390984}
{"data_time": 0.00350685091689229, "eta_seconds": 9988.589194042375, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11407407407407408, "fast_rcnn/fg_cls_accuracy": 0.8830769230769231, "iteration": 20759, "loss_box_reg": 0.0063116258243098855, "loss_cls": 0.03238897511619143, "loss_rpn_cls": 0.0007111184305585994, "loss_rpn_loc": 0.001128683208662551, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5243648220784962, "total_loss": 0.04162361978512763}
{"data_time": 0.003391621634364128, "eta_seconds": 9977.532837777631, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20377906976744187, "fast_rcnn/fg_cls_accuracy": 0.7962209302325581, "iteration": 20779, "loss_box_reg": 0.006218381720827892, "loss_cls": 0.03161790335434489, "loss_rpn_cls": 0.000427153459213514, "loss_rpn_loc": 0.0011879627472808352, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5233606353867799, "total_loss": 0.040596102660799716}
{"data_time": 0.003577027004212141, "eta_seconds": 9957.814290686278, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3565217391304348, "fast_rcnn/fg_cls_accuracy": 0.6434782608695653, "iteration": 20799, "loss_box_reg": 0.006588462871150114, "loss_cls": 0.03482626620098017, "loss_rpn_cls": 0.0005676334129134375, "loss_rpn_loc": 0.0010148175970243756, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125940064899623, "total_loss": 0.04258897389615868}
{"data_time": 0.003871423425152898, "eta_seconds": 9949.933490698226, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.12418300653594772, "fast_rcnn/fg_cls_accuracy": 0.8758169934640523, "iteration": 20819, "loss_box_reg": 0.006450423505157232, "loss_cls": 0.033923984359717, "loss_rpn_cls": 0.0006956908254096561, "loss_rpn_loc": 0.0013504606104106642, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5190111459232867, "total_loss": 0.04283289607974439}
{"data_time": 0.0036334549076855183, "eta_seconds": 9944.164112543687, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.09485815602836879, "fast_rcnn/fg_cls_accuracy": 0.9051418439716312, "iteration": 20839, "loss_box_reg": 0.006659454171312973, "loss_cls": 0.03332342879730277, "loss_rpn_cls": 0.0007844347227319304, "loss_rpn_loc": 0.001089427725673886, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5236247510183603, "total_loss": 0.04166133853630072}
{"data_time": 0.0033809507731348276, "eta_seconds": 9929.183929172345, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8708333333333333, "iteration": 20859, "loss_box_reg": 0.00697285620844923, "loss_cls": 0.033598538022488356, "loss_rpn_cls": 0.0008814955527327584, "loss_rpn_loc": 0.0010785839604068315, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5170501994434744, "total_loss": 0.042042411000238644}
{"data_time": 0.0036447409074753523, "eta_seconds": 9924.496694212547, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1492063492063492, "fast_rcnn/fg_cls_accuracy": 0.8507936507936508, "iteration": 20879, "loss_box_reg": 0.006071805284591392, "loss_cls": 0.03309647022979334, "loss_rpn_cls": 0.0005372892880473046, "loss_rpn_loc": 0.0013949095091447816, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5209986818954349, "total_loss": 0.042292875931707385}
{"data_time": 0.00342130521312356, "eta_seconds": 9914.725675676018, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.03333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9666666666666667, "iteration": 20899, "loss_box_reg": 0.006594173624762334, "loss_cls": 0.03342415680526756, "loss_rpn_cls": 0.0008281935402578711, "loss_rpn_loc": 0.0013939098189439392, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203951995354146, "total_loss": 0.042681104366693035}
{"data_time": 0.003592582419514656, "eta_seconds": 9904.344307500869, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8893939393939394, "iteration": 20919, "loss_box_reg": 0.006034083082340658, "loss_cls": 0.03162835168768652, "loss_rpn_cls": 0.000567965612901844, "loss_rpn_loc": 0.0011892781212736736, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5282768646720797, "total_loss": 0.04004798944947652}
{"data_time": 0.0036147558130323887, "eta_seconds": 9895.145711119054, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06821705426356589, "fast_rcnn/fg_cls_accuracy": 0.9317829457364342, "iteration": 20939, "loss_box_reg": 0.0063829517748672515, "loss_cls": 0.03382069451618008, "loss_rpn_cls": 0.0008004633871792066, "loss_rpn_loc": 0.001112340452891658, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249211338814348, "total_loss": 0.04256315748966699}
{"data_time": 0.004048641305416822, "eta_seconds": 9877.310025357641, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.12162162162162163, "fast_rcnn/fg_cls_accuracy": 0.8783783783783784, "iteration": 20959, "loss_box_reg": 0.00649930743384175, "loss_cls": 0.03413763834396377, "loss_rpn_cls": 0.0009613785807687236, "loss_rpn_loc": 0.0011601000169321196, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5126676177605987, "total_loss": 0.042975820248898344}
{"data_time": 0.003857837989926338, "eta_seconds": 9866.9352445947, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0787878787878788, "fast_rcnn/fg_cls_accuracy": 0.9212121212121211, "iteration": 20979, "loss_box_reg": 0.006451053050113842, "loss_cls": 0.0335805852082558, "loss_rpn_cls": 0.0008275216667925633, "loss_rpn_loc": 0.0009743592709128279, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5216810160782188, "total_loss": 0.042429311679200055}
{"data_time": 0.0034695593640208244, "eta_seconds": 9854.16864220961, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1391025641025641, "fast_rcnn/fg_cls_accuracy": 0.860897435897436, "iteration": 20999, "loss_box_reg": 0.006454392321757041, "loss_cls": 0.034631248738151044, "loss_rpn_cls": 0.0007871189145589597, "loss_rpn_loc": 0.0010770961052912753, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5210425627883524, "total_loss": 0.04455233695637162}
{"data_time": 0.003639367176219821, "eta_seconds": 9848.321081715636, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8263988522238164, "iteration": 21019, "loss_box_reg": 0.0063562747673131526, "loss_cls": 0.03182572202058509, "loss_rpn_cls": 0.0006920845992226532, "loss_rpn_loc": 0.0010217685394309228, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5120145478285849, "total_loss": 0.040907595415092146}
{"data_time": 0.003508544061332941, "eta_seconds": 9842.056098449975, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14575757575757575, "fast_rcnn/fg_cls_accuracy": 0.8542424242424242, "iteration": 21039, "loss_box_reg": 0.006073321186704561, "loss_cls": 0.03246208213386126, "loss_rpn_cls": 0.0007238494696935049, "loss_rpn_loc": 0.0010602506317809457, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5247994468081743, "total_loss": 0.04134361763993866}
{"data_time": 0.00352672697044909, "eta_seconds": 9832.85005583684, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10986367281475541, "fast_rcnn/fg_cls_accuracy": 0.888752052545156, "iteration": 21059, "loss_box_reg": 0.006448416897910647, "loss_cls": 0.03087208338547498, "loss_rpn_cls": 0.0004963739727514849, "loss_rpn_loc": 0.001111396335545578, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5139375238213688, "total_loss": 0.04045329611631132}
{"data_time": 0.0036756645422428846, "eta_seconds": 9824.082109655952, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.22956989247311826, "fast_rcnn/fg_cls_accuracy": 0.7704301075268818, "iteration": 21079, "loss_box_reg": 0.00654744089115411, "loss_cls": 0.031695942947408184, "loss_rpn_cls": 0.0007980861097962588, "loss_rpn_loc": 0.0010850471298908815, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5242666949052364, "total_loss": 0.04115410730696567}
{"data_time": 0.0035508431028574705, "eta_seconds": 9811.06141637871, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10101010101010101, "fast_rcnn/fg_cls_accuracy": 0.898989898989899, "iteration": 21099, "loss_box_reg": 0.006164599806652404, "loss_cls": 0.03178337591816671, "loss_rpn_cls": 0.0010014021128199602, "loss_rpn_loc": 0.0011895499774254858, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5191261919680983, "total_loss": 0.04051971433534618}
{"data_time": 0.0035056325141340494, "eta_seconds": 9800.679890092928, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09285714285714286, "fast_rcnn/fg_cls_accuracy": 0.8911764705882352, "iteration": 21119, "loss_box_reg": 0.00665917299920693, "loss_cls": 0.03230019868351519, "loss_rpn_cls": 0.0008223944463452426, "loss_rpn_loc": 0.00107703375579149, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5137749994173646, "total_loss": 0.04188315385385977}
{"data_time": 0.0035000864882022142, "eta_seconds": 9793.810826936038, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.12616487455197134, "fast_rcnn/fg_cls_accuracy": 0.8422222222222222, "iteration": 21139, "loss_box_reg": 0.006257531378651038, "loss_cls": 0.03289484529523179, "loss_rpn_cls": 0.0005419287566610365, "loss_rpn_loc": 0.0010203596539213322, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5126865534111857, "total_loss": 0.04092611290752757}
{"data_time": 0.003639888484030962, "eta_seconds": 9781.817740006605, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.12915742793791574, "fast_rcnn/fg_cls_accuracy": 0.8603896103896104, "iteration": 21159, "loss_box_reg": 0.006326803108095191, "loss_cls": 0.0334389517956879, "loss_rpn_cls": 0.0004856261834902398, "loss_rpn_loc": 0.0011313312224956462, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198012390173972, "total_loss": 0.042254040658463055}
{"data_time": 0.003492901101708412, "eta_seconds": 9773.0403252088, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06832298136645962, "fast_rcnn/fg_cls_accuracy": 0.9257246376811594, "iteration": 21179, "loss_box_reg": 0.006009540331433527, "loss_cls": 0.03202923486242071, "loss_rpn_cls": 0.0005460765413545232, "loss_rpn_loc": 0.000845829521495034, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5203310356009752, "total_loss": 0.03950115143391031}
{"data_time": 0.003737199353054166, "eta_seconds": 9762.65507434518, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09307359307359307, "fast_rcnn/fg_cls_accuracy": 0.9069264069264069, "iteration": 21199, "loss_box_reg": 0.006566826385096647, "loss_cls": 0.03207170555833727, "loss_rpn_cls": 0.0006443348064237853, "loss_rpn_loc": 0.001411209308571415, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5166229654569179, "total_loss": 0.04075784780766867}
{"data_time": 0.003765034954994917, "eta_seconds": 9752.269823481562, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.061669829222011384, "fast_rcnn/fg_cls_accuracy": 0.9383301707779885, "iteration": 21219, "loss_box_reg": 0.006504146032966673, "loss_cls": 0.03178366753854789, "loss_rpn_cls": 0.0011320884752876736, "loss_rpn_loc": 0.0013071336506982334, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5223270340356976, "total_loss": 0.04074968115469346}
{"data_time": 0.003594224341213703, "eta_seconds": 9741.884572617942, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06919406150583245, "fast_rcnn/fg_cls_accuracy": 0.919296987087518, "iteration": 21239, "loss_box_reg": 0.0060151658253744245, "loss_cls": 0.0298570592131, "loss_rpn_cls": 0.0007572261707196049, "loss_rpn_loc": 0.001366040472930763, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151956998743117, "total_loss": 0.03838034356419939}
{"data_time": 0.003504500025883317, "eta_seconds": 9731.499321754323, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10383275261324042, "fast_rcnn/fg_cls_accuracy": 0.8961672473867596, "iteration": 21259, "loss_box_reg": 0.006817387125920504, "loss_cls": 0.03318203313392587, "loss_rpn_cls": 0.00057500511309172, "loss_rpn_loc": 0.0013359936729102628, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5173523111734539, "total_loss": 0.04236352372981855}
{"data_time": 0.003426338778808713, "eta_seconds": 9722.70840174798, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.13418290854572712, "fast_rcnn/fg_cls_accuracy": 0.8658170914542729, "iteration": 21279, "loss_box_reg": 0.0065590209705987945, "loss_cls": 0.03536143232486211, "loss_rpn_cls": 0.0007294743340366949, "loss_rpn_loc": 0.0012489276632550173, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5267966336105019, "total_loss": 0.04317344848573157}
{"data_time": 0.0036435157526284456, "eta_seconds": 9710.728820027085, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19139194139194138, "fast_rcnn/fg_cls_accuracy": 0.8038461538461539, "iteration": 21299, "loss_box_reg": 0.006350907671730965, "loss_cls": 0.03339134296402335, "loss_rpn_cls": 0.0006308751677579494, "loss_rpn_loc": 0.0011654240661300719, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151970833539963, "total_loss": 0.04264581529014322}
{"data_time": 0.0038289239164441824, "eta_seconds": 9698.994347043335, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.07757757757757758, "fast_rcnn/fg_cls_accuracy": 0.9146634615384616, "iteration": 21319, "loss_box_reg": 0.005528910056455061, "loss_cls": 0.03291453525889665, "loss_rpn_cls": 0.00048537135614878935, "loss_rpn_loc": 0.001391631891237921, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.527327605523169, "total_loss": 0.039790956193542115}
{"data_time": 0.003618434304371476, "eta_seconds": 9684.821942128707, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08893280632411067, "fast_rcnn/fg_cls_accuracy": 0.9110671936758893, "iteration": 21339, "loss_box_reg": 0.006175595510285348, "loss_cls": 0.03260935618891381, "loss_rpn_cls": 0.0005887779221325218, "loss_rpn_loc": 0.0011069861357100308, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509371840627864, "total_loss": 0.04159021673007146}
{"data_time": 0.0033768063876777887, "eta_seconds": 9676.34601016366, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09155405405405406, "fast_rcnn/fg_cls_accuracy": 0.908445945945946, "iteration": 21359, "loss_box_reg": 0.0065522712538950145, "loss_cls": 0.030655081558506936, "loss_rpn_cls": 0.0005458339063295625, "loss_rpn_loc": 0.0009749407563504064, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136047194246203, "total_loss": 0.039854983249483666}
{"data_time": 0.003733697347342968, "eta_seconds": 9670.773631160147, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08667083854818523, "fast_rcnn/fg_cls_accuracy": 0.9133291614518148, "iteration": 21379, "loss_box_reg": 0.006430978828575462, "loss_cls": 0.03278404116281308, "loss_rpn_cls": 0.0008330484383805015, "loss_rpn_loc": 0.0010679590886866208, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5232552408706397, "total_loss": 0.04058790540807422}
{"data_time": 0.0034052222035825253, "eta_seconds": 9655.582433080534, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.12905405405405407, "fast_rcnn/fg_cls_accuracy": 0.8709459459459459, "iteration": 21399, "loss_box_reg": 0.006432747657527216, "loss_cls": 0.03332212308305316, "loss_rpn_cls": 0.0006677126336285255, "loss_rpn_loc": 0.0012106497269996908, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513881444465369, "total_loss": 0.04226448550957684}
{"data_time": 0.0040118026081472635, "eta_seconds": 9643.157519327477, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23717948717948717, "fast_rcnn/fg_cls_accuracy": 0.7628205128205128, "iteration": 21419, "loss_box_reg": 0.006317175226286054, "loss_cls": 0.031013458996312693, "loss_rpn_cls": 0.0011131905211527737, "loss_rpn_loc": 0.001320501909503946, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5088796440977603, "total_loss": 0.04061056894340709}
{"data_time": 0.0036381264217197895, "eta_seconds": 9627.968252045335, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13822393822393822, "fast_rcnn/fg_cls_accuracy": 0.8389189189189189, "iteration": 21439, "loss_box_reg": 0.006195949419634417, "loss_cls": 0.032400441297795624, "loss_rpn_cls": 0.0006777468307745949, "loss_rpn_loc": 0.0011661177741189022, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5141297720838338, "total_loss": 0.040733067923724775}
{"data_time": 0.0035118404775857925, "eta_seconds": 9617.593845222378, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11090686274509803, "fast_rcnn/fg_cls_accuracy": 0.8770739064856712, "iteration": 21459, "loss_box_reg": 0.006295299157500267, "loss_cls": 0.03223907039500773, "loss_rpn_cls": 0.0006817694287519771, "loss_rpn_loc": 0.000975854869466275, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5234588489402086, "total_loss": 0.04055481528098426}
{"data_time": 0.00344636756926775, "eta_seconds": 9605.161202755291, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07570806100217864, "fast_rcnn/fg_cls_accuracy": 0.8979166666666667, "iteration": 21479, "loss_box_reg": 0.006194081739522517, "loss_cls": 0.0353252864733804, "loss_rpn_cls": 0.0007746088706426235, "loss_rpn_loc": 0.0012287874305911828, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5188183567952365, "total_loss": 0.04384183610159198}
{"data_time": 0.0033564537297934294, "eta_seconds": 9599.55776404962, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13198138297872342, "fast_rcnn/fg_cls_accuracy": 0.8680186170212766, "iteration": 21499, "loss_box_reg": 0.006104051484726369, "loss_cls": 0.032182940893108025, "loss_rpn_cls": 0.001200894362341387, "loss_rpn_loc": 0.001149365058154217, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165558233857155, "total_loss": 0.041019701955292476}
{"data_time": 0.003653613617643714, "eta_seconds": 9586.470624753507, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12587108013937282, "fast_rcnn/fg_cls_accuracy": 0.8741289198606272, "iteration": 21519, "loss_box_reg": 0.005977122578769922, "loss_cls": 0.03469805428176187, "loss_rpn_cls": 0.0006168533770818385, "loss_rpn_loc": 0.0009644360943639185, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5145850803237408, "total_loss": 0.04313443203602674}
{"data_time": 0.0033154524862766266, "eta_seconds": 9574.344636088703, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14250000000000002, "fast_rcnn/fg_cls_accuracy": 0.8574999999999999, "iteration": 21539, "loss_box_reg": 0.006141493489849381, "loss_cls": 0.03056442437809892, "loss_rpn_cls": 0.0004164197862905894, "loss_rpn_loc": 0.0011124355223728344, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182332280091941, "total_loss": 0.03890161445724516}
{"data_time": 0.003473056713119149, "eta_seconds": 9568.425746005028, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.11104582843713279, "fast_rcnn/fg_cls_accuracy": 0.8742928975487115, "iteration": 21559, "loss_box_reg": 0.006622777204029262, "loss_cls": 0.0284086957690306, "loss_rpn_cls": 0.0008413394534727558, "loss_rpn_loc": 0.001281106620808714, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5210800052154809, "total_loss": 0.0366227850257701}
{"data_time": 0.003635130589827895, "eta_seconds": 9555.347404284636, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.23450292397660819, "fast_rcnn/fg_cls_accuracy": 0.7654970760233918, "iteration": 21579, "loss_box_reg": 0.006338412800687365, "loss_cls": 0.032022705156123266, "loss_rpn_cls": 0.00042184363783803747, "loss_rpn_loc": 0.001052691037330078, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5195324749220163, "total_loss": 0.03998855741241414}
{"data_time": 0.0037929690442979336, "eta_seconds": 9547.671067308635, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2299245024021963, "fast_rcnn/fg_cls_accuracy": 0.7700754975978037, "iteration": 21599, "loss_box_reg": 0.006425239756936207, "loss_cls": 0.033289279555901885, "loss_rpn_cls": 0.0012185817447516456, "loss_rpn_loc": 0.0012027229622617597, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5145575331989676, "total_loss": 0.04229137948345851}
{"data_time": 0.0035349312238395214, "eta_seconds": 9534.598590638721, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1657142857142857, "fast_rcnn/fg_cls_accuracy": 0.8342857142857143, "iteration": 21619, "loss_box_reg": 0.006786528538214043, "loss_cls": 0.03382018330739811, "loss_rpn_cls": 0.0009846062883980267, "loss_rpn_loc": 0.0009802189706533682, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.513866659021005, "total_loss": 0.04312419282911151}
{"data_time": 0.0034851219970732927, "eta_seconds": 9522.482089985628, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08116883116883117, "fast_rcnn/fg_cls_accuracy": 0.9188311688311688, "iteration": 21639, "loss_box_reg": 0.0065812965331133455, "loss_cls": 0.03297175175976008, "loss_rpn_cls": 0.0006681959654315506, "loss_rpn_loc": 0.0010100413728650892, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5237335010897368, "total_loss": 0.04175469529491238}
{"data_time": 0.004035664489492774, "eta_seconds": 9508.705367026618, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1984126984126984, "fast_rcnn/fg_cls_accuracy": 0.8015873015873016, "iteration": 21659, "loss_box_reg": 0.006059823121177033, "loss_cls": 0.03284999151946977, "loss_rpn_cls": 0.00060528955521022, "loss_rpn_loc": 0.001355251941276947, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5154352674726397, "total_loss": 0.040623411219826266}
{"data_time": 0.0037821840960532427, "eta_seconds": 9503.47537016985, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07207792207792207, "fast_rcnn/fg_cls_accuracy": 0.9279220779220779, "iteration": 21679, "loss_box_reg": 0.006277361622778699, "loss_cls": 0.03333598005701788, "loss_rpn_cls": 0.0008096627364295728, "loss_rpn_loc": 0.001129750782638439, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193264510016888, "total_loss": 0.04049625822426606}
{"data_time": 0.0038207522593438625, "eta_seconds": 9493.100963346893, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23190932868352224, "fast_rcnn/fg_cls_accuracy": 0.7680906713164777, "iteration": 21699, "loss_box_reg": 0.006434698356315494, "loss_cls": 0.03463968471623957, "loss_rpn_cls": 0.0005043035275775765, "loss_rpn_loc": 0.0009949472459993558, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.527359229978174, "total_loss": 0.043074353951070066}
{"data_time": 0.003915351582691073, "eta_seconds": 9480.992053103168, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.27852564102564104, "fast_rcnn/fg_cls_accuracy": 0.721474358974359, "iteration": 21719, "loss_box_reg": 0.006450883200159296, "loss_cls": 0.03014726476976648, "loss_rpn_cls": 0.00037285658834207425, "loss_rpn_loc": 0.001132123875322577, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5133876309264451, "total_loss": 0.03993436322912203}
{"data_time": 0.0034008140210062265, "eta_seconds": 9468.66229841765, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11532343584305407, "fast_rcnn/fg_cls_accuracy": 0.8846765641569458, "iteration": 21739, "loss_box_reg": 0.006165163897094317, "loss_cls": 0.0307196777430363, "loss_rpn_cls": 0.0006434297772557329, "loss_rpn_loc": 0.0009907435669447295, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5222190814092755, "total_loss": 0.038485745073217004}
{"data_time": 0.0038045404944568872, "eta_seconds": 9456.861381600378, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 21759, "loss_box_reg": 0.006200873918714933, "loss_cls": 0.034355601092102006, "loss_rpn_cls": 0.0004889365466169693, "loss_rpn_loc": 0.000936707390792435, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5282172639854252, "total_loss": 0.042369150617275864}
{"data_time": 0.003655318869277835, "eta_seconds": 9446.49258451513, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.36577708006279436, "fast_rcnn/fg_cls_accuracy": 0.6342229199372056, "iteration": 21779, "loss_box_reg": 0.006454084970755503, "loss_cls": 0.0336851209285669, "loss_rpn_cls": 0.0007776914313808447, "loss_rpn_loc": 0.0010387117417849367, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.521694966359064, "total_loss": 0.04339911525664775}
{"data_time": 0.003528372384607792, "eta_seconds": 9441.228929232107, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1188235294117647, "fast_rcnn/fg_cls_accuracy": 0.8811764705882352, "iteration": 21799, "loss_box_reg": 0.006431471512769349, "loss_cls": 0.03192500676959753, "loss_rpn_cls": 0.0005444246140768882, "loss_rpn_loc": 0.0013573591477324953, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5272507851477712, "total_loss": 0.042214926191718405}
{"data_time": 0.0037477740552276373, "eta_seconds": 9427.180836073123, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1703667953667954, "fast_rcnn/fg_cls_accuracy": 0.8296332046332047, "iteration": 21819, "loss_box_reg": 0.006247653916943818, "loss_cls": 0.030892068229150027, "loss_rpn_cls": 0.0009927482348643935, "loss_rpn_loc": 0.0010350585798732936, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5121133381035179, "total_loss": 0.04027387759333578}
{"data_time": 0.0034136115573346615, "eta_seconds": 9415.386193259386, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 21839, "loss_box_reg": 0.0069466256245505065, "loss_cls": 0.03447900229366496, "loss_rpn_cls": 0.0006585427706795599, "loss_rpn_loc": 0.0013525567246688297, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.51937689143233, "total_loss": 0.04347500222252165}
{"data_time": 0.00343220098875463, "eta_seconds": 9411.06105615478, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.10990338164251207, "fast_rcnn/fg_cls_accuracy": 0.8683574879227053, "iteration": 21859, "loss_box_reg": 0.006575003731995821, "loss_cls": 0.03172596840886399, "loss_rpn_cls": 0.0005188062516481295, "loss_rpn_loc": 0.0013341011472220998, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5243075154721737, "total_loss": 0.041379813029038814}
{"data_time": 0.003455091267824173, "eta_seconds": 9400.685596085154, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.16987179487179488, "fast_rcnn/fg_cls_accuracy": 0.8301282051282051, "iteration": 21879, "loss_box_reg": 0.006137121672509238, "loss_cls": 0.030135904933558777, "loss_rpn_cls": 0.0008026646524967873, "loss_rpn_loc": 0.0012913561404275242, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5256343914661556, "total_loss": 0.04070301227733353}
{"data_time": 0.0036145730409771204, "eta_seconds": 9391.909657072974, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8777777777777778, "iteration": 21899, "loss_box_reg": 0.006040971449692734, "loss_cls": 0.03279956927872263, "loss_rpn_cls": 0.0004345074103184743, "loss_rpn_loc": 0.0011163158287672559, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5216006899718195, "total_loss": 0.040017584047632226}
{"data_time": 0.003754632780328393, "eta_seconds": 9379.9346759459, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7841614906832298, "iteration": 21919, "loss_box_reg": 0.005984637711662799, "loss_cls": 0.03382870368659496, "loss_rpn_cls": 0.0006173785437795232, "loss_rpn_loc": 0.0008346114645974012, "lr": 0.005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203078279737383, "total_loss": 0.042317973377066664}
{"data_time": 0.003516149241477251, "eta_seconds": 9371.15520227584, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08114035087719298, "fast_rcnn/fg_cls_accuracy": 0.9188596491228069, "iteration": 21939, "loss_box_reg": 0.0064912266680039465, "loss_cls": 0.03536901337793097, "loss_rpn_cls": 0.0006440781003220764, "loss_rpn_loc": 0.0010065396527352277, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5231268210336566, "total_loss": 0.043280463766564026}
{"data_time": 0.0034026175271719694, "eta_seconds": 9364.892353916774, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.0735645933014354, "fast_rcnn/fg_cls_accuracy": 0.8999202551834131, "iteration": 21959, "loss_box_reg": 0.006113512063166127, "loss_cls": 0.032288032554788515, "loss_rpn_cls": 0.0008873455306002143, "loss_rpn_loc": 0.0011287416873528855, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5262531780172139, "total_loss": 0.04043593878378715}
{"data_time": 0.0033983206376433372, "eta_seconds": 9353.145658288384, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.09863945578231292, "fast_rcnn/fg_cls_accuracy": 0.9013605442176871, "iteration": 21979, "loss_box_reg": 0.006030428354279138, "loss_cls": 0.03424992776126601, "loss_rpn_cls": 0.0007647812454933955, "loss_rpn_loc": 0.001098278769859462, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.51293566217646, "total_loss": 0.042578901366596256}
{"data_time": 0.0034816807601600885, "eta_seconds": 9341.643894843291, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14431818181818182, "fast_rcnn/fg_cls_accuracy": 0.8556818181818182, "iteration": 21999, "loss_box_reg": 0.006557972374139354, "loss_cls": 0.03635519073577598, "loss_rpn_cls": 0.000802728799385477, "loss_rpn_loc": 0.0010948176277452148, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198932292405516, "total_loss": 0.04429142482945281}
{"data_time": 0.0035652334336191416, "eta_seconds": 9333.572950144764, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.12406015037593984, "fast_rcnn/fg_cls_accuracy": 0.8759398496240601, "iteration": 22019, "loss_box_reg": 0.0062966382974991575, "loss_cls": 0.030348635191330686, "loss_rpn_cls": 0.0005823096234962577, "loss_rpn_loc": 0.0012098103306925623, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203423995990306, "total_loss": 0.039481691384821715}
{"data_time": 0.0038372876588255167, "eta_seconds": 9320.885839413386, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 22039, "loss_box_reg": 0.006774200475774705, "loss_cls": 0.03301698531140573, "loss_rpn_cls": 0.0008257188162588136, "loss_rpn_loc": 0.0012060525677952683, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515375122660771, "total_loss": 0.042972857069571546}
{"data_time": 0.00341988867148757, "eta_seconds": 9311.624563306803, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.21627906976744188, "fast_rcnn/fg_cls_accuracy": 0.7837209302325582, "iteration": 22059, "loss_box_reg": 0.00641748979978729, "loss_cls": 0.03390231836237945, "loss_rpn_cls": 0.0009817568837888757, "loss_rpn_loc": 0.0011311681155348197, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5179024287499487, "total_loss": 0.041795939928135795}
{"data_time": 0.0036741786170750856, "eta_seconds": 9301.244289561408, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.09753787878787878, "fast_rcnn/fg_cls_accuracy": 0.9024621212121212, "iteration": 22079, "loss_box_reg": 0.006302530367975123, "loss_cls": 0.03031487323460169, "loss_rpn_cls": 0.0005866338269129301, "loss_rpn_loc": 0.001269178570510121, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5265863444656134, "total_loss": 0.03807865638498242}
{"data_time": 0.003461590502411127, "eta_seconds": 9288.365400634473, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1257071024512885, "fast_rcnn/fg_cls_accuracy": 0.8742928975487115, "iteration": 22099, "loss_box_reg": 0.00622093518904876, "loss_cls": 0.03363920949050225, "loss_rpn_cls": 0.001042903137772555, "loss_rpn_loc": 0.001293852803428308, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125373133923858, "total_loss": 0.042744598968283753}
{"data_time": 0.0034073973074555397, "eta_seconds": 9282.811628693016, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21395881006864986, "fast_rcnn/fg_cls_accuracy": 0.7860411899313502, "iteration": 22119, "loss_box_reg": 0.006733926595188677, "loss_cls": 0.03231738894828595, "loss_rpn_cls": 0.0005991579838280359, "loss_rpn_loc": 0.0011661511798592983, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285915124695748, "total_loss": 0.04061977149444829}
{"data_time": 0.003550561610609293, "eta_seconds": 9277.676727223676, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06573275862068965, "fast_rcnn/fg_cls_accuracy": 0.9342672413793103, "iteration": 22139, "loss_box_reg": 0.006485035322839394, "loss_cls": 0.03367215764592402, "loss_rpn_cls": 0.0004975200304215832, "loss_rpn_loc": 0.001222081518790219, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5234311809763312, "total_loss": 0.04218717072444633}
{"data_time": 0.0035007575061172247, "eta_seconds": 9269.326162066078, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.20248538011695905, "fast_rcnn/fg_cls_accuracy": 0.797514619883041, "iteration": 22159, "loss_box_reg": 0.006676766148302704, "loss_cls": 0.03215493605239317, "loss_rpn_cls": 0.0009240450615379814, "loss_rpn_loc": 0.0010509477215236984, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207477814983577, "total_loss": 0.04148330660035526}
{"data_time": 0.0034626300912350416, "eta_seconds": 9256.899219296407, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15710872162485065, "fast_rcnn/fg_cls_accuracy": 0.8013468013468013, "iteration": 22179, "loss_box_reg": 0.0064268454880220816, "loss_cls": 0.03152452580980025, "loss_rpn_cls": 0.0009959684995237694, "loss_rpn_loc": 0.0009660714513302082, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5178645777050406, "total_loss": 0.041669502724261065}
{"data_time": 0.0036007254384458065, "eta_seconds": 9246.510465332773, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 22199, "loss_box_reg": 0.0062843765335856006, "loss_cls": 0.03369080682750791, "loss_rpn_cls": 0.0005819201896883897, "loss_rpn_loc": 0.0009656015517975902, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5158440524246544, "total_loss": 0.04351065299579204}
{"data_time": 0.00339666404761374, "eta_seconds": 9235.21895132633, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16383928571428572, "fast_rcnn/fg_cls_accuracy": 0.8329861111111111, "iteration": 22219, "loss_box_reg": 0.006112216942710802, "loss_cls": 0.03233579863444902, "loss_rpn_cls": 0.0009828056373635263, "loss_rpn_loc": 0.0010623963607940823, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5101962289772928, "total_loss": 0.041442592040297654}
{"data_time": 0.0034483398776501417, "eta_seconds": 9222.58324441081, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09717868338557994, "fast_rcnn/fg_cls_accuracy": 0.9028213166144201, "iteration": 22239, "loss_box_reg": 0.0064244281384162605, "loss_cls": 0.03224008934921585, "loss_rpn_cls": 0.0004581642429002386, "loss_rpn_loc": 0.0013187993808969622, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165936229750514, "total_loss": 0.03966529511907879}
{"data_time": 0.003317522816359997, "eta_seconds": 9212.026322034886, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23369565217391303, "fast_rcnn/fg_cls_accuracy": 0.7663043478260869, "iteration": 22259, "loss_box_reg": 0.005922811396885663, "loss_cls": 0.03248280918342061, "loss_rpn_cls": 0.000499968321491906, "loss_rpn_loc": 0.0011348180978529854, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5134900396224111, "total_loss": 0.04182003752862329}
{"data_time": 0.0034139298368245363, "eta_seconds": 9197.441552107455, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.22714285714285715, "fast_rcnn/fg_cls_accuracy": 0.7728571428571429, "iteration": 22279, "loss_box_reg": 0.006215550791239366, "loss_cls": 0.031197744829114527, "loss_rpn_cls": 0.0005736766599966359, "loss_rpn_loc": 0.001042463889461942, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5144061378668994, "total_loss": 0.040384994079772696}
{"data_time": 0.003374949563294649, "eta_seconds": 9191.2562948165, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08310439560439561, "fast_rcnn/fg_cls_accuracy": 0.9168956043956045, "iteration": 22299, "loss_box_reg": 0.0056535939511377364, "loss_cls": 0.03348727760021575, "loss_rpn_cls": 0.0004547513649413304, "loss_rpn_loc": 0.001080361393178464, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5221024779602885, "total_loss": 0.04123145801827377}
{"data_time": 0.003672362770885229, "eta_seconds": 9176.681004616665, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07944250871080138, "fast_rcnn/fg_cls_accuracy": 0.9116883116883117, "iteration": 22319, "loss_box_reg": 0.0060719257744494826, "loss_cls": 0.033940457011340186, "loss_rpn_cls": 0.0010113399913507237, "loss_rpn_loc": 0.0012658963269132073, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5191835113801062, "total_loss": 0.04339541675608416}
{"data_time": 0.0034590833820402622, "eta_seconds": 9166.30073087127, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.12191650853889943, "fast_rcnn/fg_cls_accuracy": 0.8766129032258064, "iteration": 22339, "loss_box_reg": 0.006010747951222584, "loss_cls": 0.032890185044379905, "loss_rpn_cls": 0.0007051931225987573, "loss_rpn_loc": 0.001040453347741277, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5161012024618685, "total_loss": 0.040617688739757796}
{"data_time": 0.0036261340137571096, "eta_seconds": 9155.920457125874, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20175438596491227, "fast_rcnn/fg_cls_accuracy": 0.7982456140350878, "iteration": 22359, "loss_box_reg": 0.006692930503049865, "loss_cls": 0.03387480619130656, "loss_rpn_cls": 0.0007440340316406946, "loss_rpn_loc": 0.001212578750710236, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110318684019148, "total_loss": 0.04447046380983011}
{"data_time": 0.0035707198549062014, "eta_seconds": 9149.716240379727, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13418290854572712, "fast_rcnn/fg_cls_accuracy": 0.8658170914542729, "iteration": 22379, "loss_box_reg": 0.006641391257289797, "loss_cls": 0.03313275470281951, "loss_rpn_cls": 0.0006509158892527012, "loss_rpn_loc": 0.0015004484394012252, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.528277957579121, "total_loss": 0.04193435203524132}
{"data_time": 0.0035284964833408594, "eta_seconds": 9144.633696459001, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2934002869440459, "fast_rcnn/fg_cls_accuracy": 0.706599713055954, "iteration": 22399, "loss_box_reg": 0.0065258553077001125, "loss_cls": 0.03502827926422469, "loss_rpn_cls": 0.0008751900385846056, "loss_rpn_loc": 0.0011506525388540467, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5217745895497501, "total_loss": 0.043554645825906846}
{"data_time": 0.003620108589529991, "eta_seconds": 9143.784686054569, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16722222222222222, "fast_rcnn/fg_cls_accuracy": 0.8327777777777778, "iteration": 22419, "loss_box_reg": 0.006460457807406783, "loss_cls": 0.03403632403933443, "loss_rpn_cls": 0.0007836715912503678, "loss_rpn_loc": 0.0011971840431215242, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5280750410165638, "total_loss": 0.04219069077851145}
{"data_time": 0.0033673581201583147, "eta_seconds": 9133.691741524031, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27477134146341464, "fast_rcnn/fg_cls_accuracy": 0.7252286585365854, "iteration": 22439, "loss_box_reg": 0.006327029623207636, "loss_cls": 0.03301540750544518, "loss_rpn_cls": 0.000841445152104825, "loss_rpn_loc": 0.0011246177291468484, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5209470263216645, "total_loss": 0.04101473251569132}
{"data_time": 0.003739221952855587, "eta_seconds": 9122.98089858843, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14119601328903653, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 22459, "loss_box_reg": 0.00615884005674161, "loss_cls": 0.030863488500472158, "loss_rpn_cls": 0.0008723635087903858, "loss_rpn_loc": 0.0010539691902522463, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5178741330746561, "total_loss": 0.03995488945872694}
{"data_time": 0.003567388979718089, "eta_seconds": 9112.57900485536, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1005656819610308, "fast_rcnn/fg_cls_accuracy": 0.8994343180389692, "iteration": 22479, "loss_box_reg": 0.006074539705878124, "loss_cls": 0.0299546048627235, "loss_rpn_cls": 0.0005597133380774721, "loss_rpn_loc": 0.0011958009308727924, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5208357640076429, "total_loss": 0.039515853887564845}
{"data_time": 0.003776131197810173, "eta_seconds": 9102.485004749848, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11596638655462185, "fast_rcnn/fg_cls_accuracy": 0.8722109533468559, "iteration": 22499, "loss_box_reg": 0.0065440391772426665, "loss_cls": 0.0332575119973626, "loss_rpn_cls": 0.0005638942373025202, "loss_rpn_loc": 0.0012088070652680472, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5187435830011964, "total_loss": 0.042362928991622084}
{"data_time": 0.003518861485645175, "eta_seconds": 9094.535547323758, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06991869918699187, "fast_rcnn/fg_cls_accuracy": 0.9205574912891986, "iteration": 22519, "loss_box_reg": 0.006294777616858482, "loss_cls": 0.03146736137568951, "loss_rpn_cls": 0.0006426700024348975, "loss_rpn_loc": 0.0010802776050695684, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5227076408918947, "total_loss": 0.040270355971415484}
{"data_time": 0.003598371520638466, "eta_seconds": 9082.681802823907, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3156108597285068, "fast_rcnn/fg_cls_accuracy": 0.6843891402714932, "iteration": 22539, "loss_box_reg": 0.006478511146269739, "loss_cls": 0.033519972435897216, "loss_rpn_cls": 0.0006928129426455598, "loss_rpn_loc": 0.001277512408705661, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.515163654461503, "total_loss": 0.04199710546527058}
{"data_time": 0.0035586957819759846, "eta_seconds": 9071.63729948108, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13163265306122449, "fast_rcnn/fg_cls_accuracy": 0.8683673469387756, "iteration": 22559, "loss_box_reg": 0.006263760617002845, "loss_cls": 0.02968110254732892, "loss_rpn_cls": 0.0010267378402204486, "loss_rpn_loc": 0.0011711212955560768, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203360423911363, "total_loss": 0.03900533988939969}
{"data_time": 0.003550043562427163, "eta_seconds": 9063.320391849848, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0603030303030303, "fast_rcnn/fg_cls_accuracy": 0.9396969696969697, "iteration": 22579, "loss_box_reg": 0.005976265514618717, "loss_cls": 0.03229754921630956, "loss_rpn_cls": 0.0005989228209273278, "loss_rpn_loc": 0.0009469593278481625, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5267342776060104, "total_loss": 0.04175562535641575}
{"data_time": 0.003769668284803629, "eta_seconds": 9054.485120699508, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14631782945736435, "fast_rcnn/fg_cls_accuracy": 0.8536821705426356, "iteration": 22599, "loss_box_reg": 0.006497679452877492, "loss_cls": 0.03431724978145212, "loss_rpn_cls": 0.0007968589131905901, "loss_rpn_loc": 0.0011143220908707008, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212178367655724, "total_loss": 0.043113920356518065}
{"data_time": 0.0035320876631885767, "eta_seconds": 9041.068232912337, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22777777777777775, "fast_rcnn/fg_cls_accuracy": 0.7722222222222223, "iteration": 22619, "loss_box_reg": 0.0063571882783435285, "loss_cls": 0.03219054656801745, "loss_rpn_cls": 0.0005634975179873436, "loss_rpn_loc": 0.0011454079613031354, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5130595259834081, "total_loss": 0.04085042735789557}
{"data_time": 0.003532398957759142, "eta_seconds": 9033.671408566413, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15824064711830133, "fast_rcnn/fg_cls_accuracy": 0.8334473324213406, "iteration": 22639, "loss_box_reg": 0.006053538192645647, "loss_cls": 0.031106724753044546, "loss_rpn_cls": 0.0008304516177304322, "loss_rpn_loc": 0.0010917283962044166, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5318795954808593, "total_loss": 0.03995538097478857}
{"data_time": 0.0036502291914075613, "eta_seconds": 9027.765668413136, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09950859950859951, "fast_rcnn/fg_cls_accuracy": 0.9004914004914004, "iteration": 22659, "loss_box_reg": 0.006980495294556022, "loss_cls": 0.03289667918579653, "loss_rpn_cls": 0.0006069343877470601, "loss_rpn_loc": 0.001213279070725548, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5247239370364696, "total_loss": 0.04192061263302094}
{"data_time": 0.003775472054257989, "eta_seconds": 9025.346635812428, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.09520239880059969, "fast_rcnn/fg_cls_accuracy": 0.9047976011994003, "iteration": 22679, "loss_box_reg": 0.006298028150922619, "loss_cls": 0.03252280520973727, "loss_rpn_cls": 0.0004786903153899402, "loss_rpn_loc": 0.0010000980946642812, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5270998305641115, "total_loss": 0.04106293721019938}
{"data_time": 0.0035102590918540955, "eta_seconds": 9013.569091429235, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09807692307692309, "fast_rcnn/fg_cls_accuracy": 0.9019230769230769, "iteration": 22699, "loss_box_reg": 0.006374111078912392, "loss_cls": 0.030036182957701385, "loss_rpn_cls": 0.0004021013334067902, "loss_rpn_loc": 0.001136927627158002, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5206342423334718, "total_loss": 0.03939343800368533}
{"data_time": 0.003250976325944066, "eta_seconds": 9005.052934486419, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07294429708222812, "fast_rcnn/fg_cls_accuracy": 0.9174208144796381, "iteration": 22719, "loss_box_reg": 0.006078450896893628, "loss_cls": 0.03154557340894826, "loss_rpn_cls": 0.0004042460974460482, "loss_rpn_loc": 0.0011324553724989528, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5243913137819618, "total_loss": 0.04043334640050489}
{"data_time": 0.003245260566473007, "eta_seconds": 8994.082805886399, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13708690330477355, "fast_rcnn/fg_cls_accuracy": 0.8629130966952264, "iteration": 22739, "loss_box_reg": 0.00669619302789215, "loss_cls": 0.03137670591240749, "loss_rpn_cls": 0.0005781958983561708, "loss_rpn_loc": 0.0013142057487129932, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147939233575016, "total_loss": 0.04036862508678496}
{"data_time": 0.0035100027453154325, "eta_seconds": 8978.711915570777, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14872448979591835, "fast_rcnn/fg_cls_accuracy": 0.8512755102040817, "iteration": 22759, "loss_box_reg": 0.006439774311729707, "loss_cls": 0.032804237998789176, "loss_rpn_cls": 0.0009352590437856634, "loss_rpn_loc": 0.0010675221947167302, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5188402622006834, "total_loss": 0.042019475358188174}
{"data_time": 0.0034931288100779057, "eta_seconds": 8968.296380606946, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2776595744680851, "fast_rcnn/fg_cls_accuracy": 0.7223404255319148, "iteration": 22779, "loss_box_reg": 0.005923171382164583, "loss_cls": 0.03227718570269644, "loss_rpn_cls": 0.0005808085555827347, "loss_rpn_loc": 0.00098525632165547, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5217663010116667, "total_loss": 0.04082137255949192}
{"data_time": 0.0033908230252563953, "eta_seconds": 8950.958882257575, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.09545454545454546, "fast_rcnn/fg_cls_accuracy": 0.9045454545454545, "iteration": 22799, "loss_box_reg": 0.006268271361477673, "loss_cls": 0.031087418465176597, "loss_rpn_cls": 0.0009517379081671606, "loss_rpn_loc": 0.0012684894718404394, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098888757638633, "total_loss": 0.040196298811281395}
{"data_time": 0.0036102680023759604, "eta_seconds": 8940.551395620452, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08947368421052632, "fast_rcnn/fg_cls_accuracy": 0.9105263157894736, "iteration": 22819, "loss_box_reg": 0.006606165406992659, "loss_cls": 0.032449925172841176, "loss_rpn_cls": 0.0006199144253287159, "loss_rpn_loc": 0.001445112144210725, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5175013022962958, "total_loss": 0.04183497816234194}
{"data_time": 0.0036575498525053263, "eta_seconds": 8929.60284790094, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.09902597402597402, "fast_rcnn/fg_cls_accuracy": 0.900974025974026, "iteration": 22839, "loss_box_reg": 0.006452184519730508, "loss_cls": 0.034013545693596825, "loss_rpn_cls": 0.000497902125289329, "loss_rpn_loc": 0.0011684927976602921, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5180694649461657, "total_loss": 0.042378101076224084}
{"data_time": 0.003537985496222973, "eta_seconds": 8915.711209977046, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11655405405405406, "fast_rcnn/fg_cls_accuracy": 0.8834459459459459, "iteration": 22859, "loss_box_reg": 0.006568344877450727, "loss_cls": 0.03332713904092088, "loss_rpn_cls": 0.0007394766059860558, "loss_rpn_loc": 0.001097580199711956, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5160974131431431, "total_loss": 0.04241866176050735}
{"data_time": 0.00335001852363348, "eta_seconds": 8904.84233851335, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11097560975609756, "fast_rcnn/fg_cls_accuracy": 0.8890243902439025, "iteration": 22879, "loss_box_reg": 0.0061574533028760925, "loss_cls": 0.0335198215325363, "loss_rpn_cls": 0.0004253855443039356, "loss_rpn_loc": 0.0011392919805075508, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5256844440009445, "total_loss": 0.04107038352822201}
{"data_time": 0.0038417535834014416, "eta_seconds": 8894.905629882589, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15511324639670554, "fast_rcnn/fg_cls_accuracy": 0.8448867536032945, "iteration": 22899, "loss_box_reg": 0.006034944919520058, "loss_cls": 0.0356403146579396, "loss_rpn_cls": 0.0006573088195409582, "loss_rpn_loc": 0.001020927375066094, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5278559080325067, "total_loss": 0.04494401007957549}
{"data_time": 0.0034203524701297283, "eta_seconds": 8885.017345743952, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09131944444444445, "fast_rcnn/fg_cls_accuracy": 0.8930555555555555, "iteration": 22919, "loss_box_reg": 0.006318695799564011, "loss_cls": 0.030846961482893676, "loss_rpn_cls": 0.0005184475018324974, "loss_rpn_loc": 0.0013145285920472816, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5217154351994395, "total_loss": 0.0398571666692078}
{"data_time": 0.003774585435166955, "eta_seconds": 8873.820743798045, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14119601328903653, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 22939, "loss_box_reg": 0.006490424333605915, "loss_cls": 0.03131939360173419, "loss_rpn_cls": 0.0006860495086584706, "loss_rpn_loc": 0.0011544415519892937, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5245594275183976, "total_loss": 0.039987069013136534}
{"data_time": 0.0036924395244568586, "eta_seconds": 8862.933555261698, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08687500000000001, "fast_rcnn/fg_cls_accuracy": 0.913125, "iteration": 22959, "loss_box_reg": 0.006148864107672125, "loss_cls": 0.03313468483975157, "loss_rpn_cls": 0.0007092040673342126, "loss_rpn_loc": 0.001132888419306255, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5132172731682658, "total_loss": 0.04203349092571784}
{"data_time": 0.0033393625635653734, "eta_seconds": 8852.831110556377, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.061669829222011384, "fast_rcnn/fg_cls_accuracy": 0.9383301707779885, "iteration": 22979, "loss_box_reg": 0.006294118764344603, "loss_cls": 0.031161951774265617, "loss_rpn_cls": 0.0009025421152273339, "loss_rpn_loc": 0.0011401300289435312, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5223032580688596, "total_loss": 0.04222094620331518}
{"data_time": 0.0034337055403739214, "eta_seconds": 8842.613355917623, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.11979166666666667, "fast_rcnn/fg_cls_accuracy": 0.8770833333333333, "iteration": 22999, "loss_box_reg": 0.006509814731543884, "loss_cls": 0.03370348256430589, "loss_rpn_cls": 0.0005638823999447595, "loss_rpn_loc": 0.0010514750501897652, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5246309319045395, "total_loss": 0.04209952904102465}
{"data_time": 0.0033219419419765472, "eta_seconds": 8832.139327418525, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.05982142857142857, "fast_rcnn/fg_cls_accuracy": 0.9401785714285714, "iteration": 23019, "loss_box_reg": 0.005925833655055612, "loss_cls": 0.03224982108804397, "loss_rpn_cls": 0.0007695215832086433, "loss_rpn_loc": 0.0010474164992047008, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5199074051342905, "total_loss": 0.0421075288419388}
{"data_time": 0.0034005704801529646, "eta_seconds": 8823.162426349241, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1, "fast_rcnn/fg_cls_accuracy": 0.9, "iteration": 23039, "loss_box_reg": 0.006467077168053947, "loss_cls": 0.03188330048578791, "loss_rpn_cls": 0.0008063150118005069, "loss_rpn_loc": 0.0010056971204903675, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5199091609101743, "total_loss": 0.04189941564379751}
{"data_time": 0.0035818670876324177, "eta_seconds": 8815.12743116892, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06607142857142857, "fast_rcnn/fg_cls_accuracy": 0.9069444444444444, "iteration": 23059, "loss_box_reg": 0.006002399924909696, "loss_cls": 0.03176745408563875, "loss_rpn_cls": 0.0006637968306222319, "loss_rpn_loc": 0.001090752146410523, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5242102257907391, "total_loss": 0.04013010662688998}
{"data_time": 0.003664582036435604, "eta_seconds": 8801.62550168042, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07387387387387387, "fast_rcnn/fg_cls_accuracy": 0.9261261261261262, "iteration": 23079, "loss_box_reg": 0.0062980349466670305, "loss_cls": 0.030256190861109644, "loss_rpn_cls": 0.0005442510700959247, "loss_rpn_loc": 0.0012253854347363813, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5178944815415889, "total_loss": 0.03925039153625676}
{"data_time": 0.0033641760237514973, "eta_seconds": 8791.222303876886, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11555555555555555, "fast_rcnn/fg_cls_accuracy": 0.8537931034482759, "iteration": 23099, "loss_box_reg": 0.005694167179171927, "loss_cls": 0.03319167473819107, "loss_rpn_cls": 0.0007131407168685655, "loss_rpn_loc": 0.0014163135692797368, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.519336378434673, "total_loss": 0.04201957286994684}
{"data_time": 0.0035975549835711718, "eta_seconds": 8780.819106073352, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12236024844720497, "fast_rcnn/fg_cls_accuracy": 0.8776397515527949, "iteration": 23119, "loss_box_reg": 0.006272370170336217, "loss_cls": 0.032882700848858804, "loss_rpn_cls": 0.0006452378568724271, "loss_rpn_loc": 0.0011597286793403327, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5248798292595893, "total_loss": 0.04169370576050824}
{"data_time": 0.0033689814154058695, "eta_seconds": 8771.142130220775, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1652759948652118, "fast_rcnn/fg_cls_accuracy": 0.8310845874416191, "iteration": 23139, "loss_box_reg": 0.005862144549610093, "loss_cls": 0.030811842094408348, "loss_rpn_cls": 0.0008451364250277038, "loss_rpn_loc": 0.0010321942972950637, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5255658514797688, "total_loss": 0.03878511256823458}
{"data_time": 0.0033299739006906748, "eta_seconds": 8760.012710466282, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1108058608058608, "fast_rcnn/fg_cls_accuracy": 0.8891941391941391, "iteration": 23159, "loss_box_reg": 0.006607047165744007, "loss_cls": 0.03477297929930501, "loss_rpn_cls": 0.0009307272127898614, "loss_rpn_loc": 0.0013854702046955936, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5189749752171338, "total_loss": 0.043905825436922896}
{"data_time": 0.0040323566645383835, "eta_seconds": 8751.386661907425, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8798076923076923, "iteration": 23179, "loss_box_reg": 0.006437785545131192, "loss_cls": 0.03355524077778682, "loss_rpn_cls": 0.0007066864792477645, "loss_rpn_loc": 0.0013058078548056073, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.522176927421242, "total_loss": 0.042865757642175595}
{"data_time": 0.003686899784952402, "eta_seconds": 8739.929952543695, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16843971631205673, "fast_rcnn/fg_cls_accuracy": 0.8027777777777778, "iteration": 23199, "loss_box_reg": 0.006350331052090041, "loss_cls": 0.03316425619414076, "loss_rpn_cls": 0.0006528389141067237, "loss_rpn_loc": 0.0011500833606987726, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109200831502676, "total_loss": 0.041335522764939014}
{"data_time": 0.0037555499002337456, "eta_seconds": 8725.825109597994, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.271875, "fast_rcnn/fg_cls_accuracy": 0.728125, "iteration": 23219, "loss_box_reg": 0.006370957809849642, "loss_cls": 0.03159174381289631, "loss_rpn_cls": 0.0007015401862986437, "loss_rpn_loc": 0.0010312479389540385, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5160394525155425, "total_loss": 0.04134581043152252}
{"data_time": 0.0034331113565713167, "eta_seconds": 8711.005939996568, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12447405329593268, "fast_rcnn/fg_cls_accuracy": 0.8755259467040672, "iteration": 23239, "loss_box_reg": 0.006349657793180086, "loss_cls": 0.03201084822649136, "loss_rpn_cls": 0.0010027982050644368, "loss_rpn_loc": 0.001122660149121657, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.513043912127614, "total_loss": 0.0410239162263224}
{"data_time": 0.003460740437731147, "eta_seconds": 8695.75017548143, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12489486963835156, "fast_rcnn/fg_cls_accuracy": 0.8554006968641115, "iteration": 23259, "loss_box_reg": 0.006419885467039421, "loss_cls": 0.03078940132400021, "loss_rpn_cls": 0.0007700001642660936, "loss_rpn_loc": 0.0010473583424754906, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514998841797933, "total_loss": 0.03856079359684372}
{"data_time": 0.003551585366949439, "eta_seconds": 8682.018609161954, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16994492525570415, "fast_rcnn/fg_cls_accuracy": 0.7960829493087558, "iteration": 23279, "loss_box_reg": 0.006072785909054801, "loss_cls": 0.034821438923245296, "loss_rpn_cls": 0.0007785099508055282, "loss_rpn_loc": 0.0012423654206941137, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5147466491907835, "total_loss": 0.042828940607932964}
{"data_time": 0.0036311999429017305, "eta_seconds": 8670.12042067456, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09947368421052631, "fast_rcnn/fg_cls_accuracy": 0.9005263157894736, "iteration": 23299, "loss_box_reg": 0.006132689377409406, "loss_cls": 0.03145628239144571, "loss_rpn_cls": 0.0007849940031405822, "loss_rpn_loc": 0.0011032893271476496, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.518177010351792, "total_loss": 0.04086498827786045}
{"data_time": 0.003646521596238017, "eta_seconds": 8657.266508120578, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.05298913043478261, "fast_rcnn/fg_cls_accuracy": 0.9302884615384616, "iteration": 23319, "loss_box_reg": 0.006007608608342707, "loss_cls": 0.030446604534517974, "loss_rpn_cls": 0.0007702511906018117, "loss_rpn_loc": 0.0011756704825529596, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5135602415539324, "total_loss": 0.03815664972154309}
{"data_time": 0.0033013932406902313, "eta_seconds": 8650.864903250244, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10810023310023309, "fast_rcnn/fg_cls_accuracy": 0.8806818181818181, "iteration": 23339, "loss_box_reg": 0.00620400023763068, "loss_cls": 0.03261746998759918, "loss_rpn_cls": 0.0005699728569652507, "loss_rpn_loc": 0.001206957504109596, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5220923905726522, "total_loss": 0.040357639608714635}
{"data_time": 0.003513175528496504, "eta_seconds": 8641.370962290326, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.05914918414918415, "fast_rcnn/fg_cls_accuracy": 0.9408508158508159, "iteration": 23359, "loss_box_reg": 0.006126411666627973, "loss_cls": 0.030941982608055696, "loss_rpn_cls": 0.0007662940672616969, "loss_rpn_loc": 0.0009812938496907009, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155009941663593, "total_loss": 0.039242554475038105}
{"data_time": 0.003501958679407835, "eta_seconds": 8628.589396564988, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.21658615136876005, "fast_rcnn/fg_cls_accuracy": 0.7328703703703703, "iteration": 23379, "loss_box_reg": 0.005888404863071628, "loss_cls": 0.033202890917891636, "loss_rpn_cls": 0.0005454947952330258, "loss_rpn_loc": 0.0009984820699173724, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5161107988096774, "total_loss": 0.04145353531157525}
{"data_time": 0.0034119279589504004, "eta_seconds": 8618.206640537595, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09651162790697675, "fast_rcnn/fg_cls_accuracy": 0.9034883720930232, "iteration": 23399, "loss_box_reg": 0.006387369270669296, "loss_cls": 0.030597437144024298, "loss_rpn_cls": 0.0004691341730449494, "loss_rpn_loc": 0.0012750292526106932, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5236108761746436, "total_loss": 0.04074886005898293}
{"data_time": 0.003647801000624895, "eta_seconds": 8605.488493680954, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.26458333333333334, "fast_rcnn/fg_cls_accuracy": 0.7354166666666666, "iteration": 23419, "loss_box_reg": 0.006310552649665624, "loss_cls": 0.032659832504577935, "loss_rpn_cls": 0.000775917697467321, "loss_rpn_loc": 0.001021427753585158, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5215965050738305, "total_loss": 0.04215491217979661}
{"data_time": 0.003749627387151122, "eta_seconds": 8597.44112848281, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.07229965156794424, "fast_rcnn/fg_cls_accuracy": 0.9217479674796748, "iteration": 23439, "loss_box_reg": 0.0062310931098181754, "loss_cls": 0.03123311110539362, "loss_rpn_cls": 0.00043240611302053367, "loss_rpn_loc": 0.0010744217006504186, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224413420073688, "total_loss": 0.03960066123852357}
{"data_time": 0.0033434925135225058, "eta_seconds": 8589.260964909336, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14789244186046513, "fast_rcnn/fg_cls_accuracy": 0.8521075581395349, "iteration": 23459, "loss_box_reg": 0.006026802177075297, "loss_cls": 0.03333892792579718, "loss_rpn_cls": 0.0007061276680815354, "loss_rpn_loc": 0.0012416020981618203, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5262693925760686, "total_loss": 0.04147494823962461}
{"data_time": 0.0034952934365719557, "eta_seconds": 8584.050881627016, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08410138248847926, "fast_rcnn/fg_cls_accuracy": 0.9158986175115207, "iteration": 23479, "loss_box_reg": 0.006932793214218691, "loss_cls": 0.032195700914599, "loss_rpn_cls": 0.0006332964429134336, "loss_rpn_loc": 0.0012749353372782934, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5263108178041875, "total_loss": 0.04162130600388991}
{"data_time": 0.003552196780219674, "eta_seconds": 8571.54381056875, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.12532299741602065, "fast_rcnn/fg_cls_accuracy": 0.8746770025839793, "iteration": 23499, "loss_box_reg": 0.006489223102107644, "loss_cls": 0.033625607000431046, "loss_rpn_cls": 0.0005554209930096476, "loss_rpn_loc": 0.0010613940794428345, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188597289379686, "total_loss": 0.042695824061866006}
{"data_time": 0.003344906959682703, "eta_seconds": 8561.154690138996, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2167741935483871, "fast_rcnn/fg_cls_accuracy": 0.7832258064516129, "iteration": 23519, "loss_box_reg": 0.006150201486889273, "loss_cls": 0.030895822012098506, "loss_rpn_cls": 0.0006211937017042146, "loss_rpn_loc": 0.001213428233313607, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243905114475638, "total_loss": 0.03943435716291788}
{"data_time": 0.003704985836520791, "eta_seconds": 8552.87582848873, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0754985754985755, "fast_rcnn/fg_cls_accuracy": 0.9245014245014245, "iteration": 23539, "loss_box_reg": 0.006392757029971108, "loss_cls": 0.0329331987304613, "loss_rpn_cls": 0.0004615475930904722, "loss_rpn_loc": 0.0011870207490574103, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5113130826503038, "total_loss": 0.04107738077971135}
{"data_time": 0.003672873368486762, "eta_seconds": 8540.376449279487, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.14019607843137255, "fast_rcnn/fg_cls_accuracy": 0.8235294117647058, "iteration": 23559, "loss_box_reg": 0.006056667596567422, "loss_cls": 0.032351478381315246, "loss_rpn_cls": 0.0007947452852476999, "loss_rpn_loc": 0.001290593350859126, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5167270763777196, "total_loss": 0.040794553740624906}
{"data_time": 0.0034648135770112276, "eta_seconds": 8527.726700047264, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10535714285714286, "fast_rcnn/fg_cls_accuracy": 0.8946428571428571, "iteration": 23579, "loss_box_reg": 0.006100164988311008, "loss_cls": 0.03252372762653977, "loss_rpn_cls": 0.0005695888514765102, "loss_rpn_loc": 0.001167212786640448, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5255656803492457, "total_loss": 0.040696161163850775}
{"data_time": 0.0037952151615172625, "eta_seconds": 8516.563030377729, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1613953488372093, "fast_rcnn/fg_cls_accuracy": 0.8352713178294574, "iteration": 23599, "loss_box_reg": 0.006160183300380595, "loss_cls": 0.03311450910405256, "loss_rpn_cls": 0.0011950703110414906, "loss_rpn_loc": 0.0011759835961129284, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5205159266479313, "total_loss": 0.041577082082255856}
{"data_time": 0.0038742870092391968, "eta_seconds": 8515.019818099914, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.0707196029776675, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 23619, "loss_box_reg": 0.006423402024665847, "loss_cls": 0.03405408936669119, "loss_rpn_cls": 0.0005269723392586911, "loss_rpn_loc": 0.001216661248690798, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317300006281585, "total_loss": 0.04238739432554439}
{"data_time": 0.0037965283263474703, "eta_seconds": 8498.81996756047, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.0912442396313364, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 23639, "loss_box_reg": 0.006045700938557275, "loss_cls": 0.032497296982910484, "loss_rpn_cls": 0.00046117615545426816, "loss_rpn_loc": 0.001047231548000127, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5173006819095463, "total_loss": 0.0408034064378171}
{"data_time": 0.0037256304640322924, "eta_seconds": 8488.430847130716, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.930952380952381, "iteration": 23659, "loss_box_reg": 0.005834702475112863, "loss_cls": 0.0338674558151979, "loss_rpn_cls": 0.00102245289417624, "loss_rpn_loc": 0.001121676004913752, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5198544259183109, "total_loss": 0.04287124086999938}
{"data_time": 0.0036627519875764847, "eta_seconds": 8478.041726700962, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.15715292459478508, "fast_rcnn/fg_cls_accuracy": 0.842847075405215, "iteration": 23679, "loss_box_reg": 0.006002280599204823, "loss_cls": 0.0342068582540378, "loss_rpn_cls": 0.0008260881070327741, "loss_rpn_loc": 0.0013190599347581156, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5213275155983865, "total_loss": 0.04204005355472873}
{"data_time": 0.0036382125690579414, "eta_seconds": 8463.763503434137, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.11774891774891774, "fast_rcnn/fg_cls_accuracy": 0.845389507154213, "iteration": 23699, "loss_box_reg": 0.006089751055696979, "loss_cls": 0.03190406254725531, "loss_rpn_cls": 0.0004570772391616629, "loss_rpn_loc": 0.0011654528843791923, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5168759699445218, "total_loss": 0.041388795466900774}
{"data_time": 0.0035841786302626133, "eta_seconds": 8452.20286141592, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09572649572649572, "fast_rcnn/fg_cls_accuracy": 0.9042735042735043, "iteration": 23719, "loss_box_reg": 0.006164981867186725, "loss_cls": 0.03327300411183387, "loss_rpn_cls": 0.0005587162406754942, "loss_rpn_loc": 0.001123905918575474, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5167716480791569, "total_loss": 0.0423167598295322}
{"data_time": 0.003416006453335285, "eta_seconds": 8442.994805799797, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8803418803418803, "iteration": 23739, "loss_box_reg": 0.006025604088790715, "loss_cls": 0.031667414208641276, "loss_rpn_cls": 0.0005660593103584688, "loss_rpn_loc": 0.0010725174306571716, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5176434160675853, "total_loss": 0.039250920620361285}
{"data_time": 0.003494762582704425, "eta_seconds": 8430.01070496114, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09411764705882353, "fast_rcnn/fg_cls_accuracy": 0.9046003016591252, "iteration": 23759, "loss_box_reg": 0.006323021050775424, "loss_cls": 0.033037861954653636, "loss_rpn_cls": 0.0007176935926054284, "loss_rpn_loc": 0.0011608080349105876, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5144294875208288, "total_loss": 0.04186692593293628}
{"data_time": 0.0036087536718696356, "eta_seconds": 8417.84888236178, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08759590792838876, "fast_rcnn/fg_cls_accuracy": 0.9124040920716112, "iteration": 23779, "loss_box_reg": 0.006162834964925423, "loss_cls": 0.03460142083349638, "loss_rpn_cls": 0.0008395469257038712, "loss_rpn_loc": 0.0011517972725414438, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5183503564912826, "total_loss": 0.04207912276990555}
{"data_time": 0.0035246736370027065, "eta_seconds": 8411.841759348288, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15407407407407409, "fast_rcnn/fg_cls_accuracy": 0.845925925925926, "iteration": 23799, "loss_box_reg": 0.006215627217898145, "loss_cls": 0.03322714095702395, "loss_rpn_cls": 0.00052495950831144, "loss_rpn_loc": 0.0013219121192378225, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5294834095984697, "total_loss": 0.041003202147066986}
{"data_time": 0.003679274581372738, "eta_seconds": 8401.457410531119, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0836734693877551, "fast_rcnn/fg_cls_accuracy": 0.9163265306122449, "iteration": 23819, "loss_box_reg": 0.006479677045717835, "loss_cls": 0.03336308564757928, "loss_rpn_cls": 0.0007743320185227276, "loss_rpn_loc": 0.0010441382000863086, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.515282298438251, "total_loss": 0.042140536786291705}
{"data_time": 0.0033993294928222895, "eta_seconds": 8391.073061713949, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12710084033613445, "fast_rcnn/fg_cls_accuracy": 0.8728991596638656, "iteration": 23839, "loss_box_reg": 0.006313846475677565, "loss_cls": 0.03077596504590474, "loss_rpn_cls": 0.0005060513856847138, "loss_rpn_loc": 0.001234462655702373, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5153620964847505, "total_loss": 0.04049545765712992}
{"data_time": 0.0036101150326430798, "eta_seconds": 8381.552580533316, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07745098039215687, "fast_rcnn/fg_cls_accuracy": 0.9074952561669829, "iteration": 23859, "loss_box_reg": 0.006638903374550864, "loss_cls": 0.034153908549342304, "loss_rpn_cls": 0.000712480144102301, "loss_rpn_loc": 0.0016606136050540954, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5208651770371944, "total_loss": 0.04284221247030473}
{"data_time": 0.0038331723771989346, "eta_seconds": 8371.167161314515, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.079002079002079, "fast_rcnn/fg_cls_accuracy": 0.9186813186813187, "iteration": 23879, "loss_box_reg": 0.0060752568242605776, "loss_cls": 0.03187031895504333, "loss_rpn_cls": 0.0008364261510678261, "loss_rpn_loc": 0.001328020824075793, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5185121241956949, "total_loss": 0.039815143276200615}
{"data_time": 0.0035827464889734983, "eta_seconds": 8358.75672696135, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11608260325406758, "fast_rcnn/fg_cls_accuracy": 0.8839173967459324, "iteration": 23899, "loss_box_reg": 0.006219218368642032, "loss_cls": 0.03399926290148869, "loss_rpn_cls": 0.0006814933308305626, "loss_rpn_loc": 0.0013636095636684331, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179988101590425, "total_loss": 0.042724976727186004}
{"data_time": 0.00352278770878911, "eta_seconds": 8344.107405871619, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08097826086956522, "fast_rcnn/fg_cls_accuracy": 0.8976982097186701, "iteration": 23919, "loss_box_reg": 0.005596179515123367, "loss_cls": 0.03098481977940537, "loss_rpn_cls": 0.00047545497950807203, "loss_rpn_loc": 0.0011316891032038257, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109236808493733, "total_loss": 0.03861483393734488}
{"data_time": 0.00329178967513144, "eta_seconds": 8339.1513176281, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.08333333333333334, "fast_rcnn/fg_cls_accuracy": 0.8826992753623188, "iteration": 23939, "loss_box_reg": 0.006478169772890396, "loss_cls": 0.030048814660403877, "loss_rpn_cls": 0.0005093682307801828, "loss_rpn_loc": 0.0010174861035920912, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5299042605329305, "total_loss": 0.038232578453801125}
{"data_time": 0.00348784402012825, "eta_seconds": 8330.06920167245, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0857843137254902, "fast_rcnn/fg_cls_accuracy": 0.9142156862745098, "iteration": 23959, "loss_box_reg": 0.005910977008170448, "loss_cls": 0.03143164934590459, "loss_rpn_cls": 0.000819419926244791, "loss_rpn_loc": 0.0011630453209363623, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5235704605001956, "total_loss": 0.040700361979588706}
{"data_time": 0.0034707579761743546, "eta_seconds": 8322.204920254648, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.1416871416871417, "fast_rcnn/fg_cls_accuracy": 0.8583128583128583, "iteration": 23979, "loss_box_reg": 0.005715428429539315, "loss_cls": 0.03176211245590821, "loss_rpn_cls": 0.000730684359695033, "loss_rpn_loc": 0.0012225705104356166, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.526732380501926, "total_loss": 0.040290932451398476}
{"data_time": 0.003539613215252757, "eta_seconds": 8309.297256777063, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13523391812865498, "fast_rcnn/fg_cls_accuracy": 0.8552631578947368, "iteration": 23999, "loss_box_reg": 0.005956970097031444, "loss_cls": 0.030196355713997036, "loss_rpn_cls": 0.0007579638885886197, "loss_rpn_loc": 0.0011114077733509475, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5214899794664234, "total_loss": 0.038313167462547426}
{"data_time": 0.0034808730706572533, "eta_seconds": 8301.42667939514, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10101010101010101, "fast_rcnn/fg_cls_accuracy": 0.877344336084021, "iteration": 24019, "loss_box_reg": 0.005843615828780457, "loss_cls": 0.03332873192266561, "loss_rpn_cls": 0.0009269240803178036, "loss_rpn_loc": 0.0011683953252941137, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5213646055199206, "total_loss": 0.041610143472155414}
{"data_time": 0.0035031288862228394, "eta_seconds": 8287.229573542252, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14718482252141984, "fast_rcnn/fg_cls_accuracy": 0.8210436755530346, "iteration": 24039, "loss_box_reg": 0.006299085362115875, "loss_cls": 0.032833865203429013, "loss_rpn_cls": 0.0007135033945360192, "loss_rpn_loc": 0.0011018928289558971, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150541525799781, "total_loss": 0.04193217188299059}
{"data_time": 0.0034354222007095814, "eta_seconds": 8274.29349472234, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 24059, "loss_box_reg": 0.006141856254544109, "loss_cls": 0.03250166741781868, "loss_rpn_cls": 0.0008601260046816606, "loss_rpn_loc": 0.0014387334977072896, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5145183387212455, "total_loss": 0.04097309773692359}
{"data_time": 0.003515132935717702, "eta_seconds": 8263.912347373087, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19642857142857142, "fast_rcnn/fg_cls_accuracy": 0.8035714285714286, "iteration": 24079, "loss_box_reg": 0.006565090297954157, "loss_cls": 0.033481413702247664, "loss_rpn_cls": 0.000657491221318196, "loss_rpn_loc": 0.0012449964524421375, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151876204181463, "total_loss": 0.04218920862354025}
{"data_time": 0.0034773440565913916, "eta_seconds": 8254.142776762368, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.0732142857142857, "fast_rcnn/fg_cls_accuracy": 0.9267857142857143, "iteration": 24099, "loss_box_reg": 0.006113107345299795, "loss_cls": 0.03402467229170725, "loss_rpn_cls": 0.000568940016137276, "loss_rpn_loc": 0.0013372500361583661, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5205370588228106, "total_loss": 0.042335304840207755}
{"data_time": 0.0034417002461850643, "eta_seconds": 8241.16689446359, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.07019704433497537, "fast_rcnn/fg_cls_accuracy": 0.9116541353383458, "iteration": 24119, "loss_box_reg": 0.006401601247489452, "loss_cls": 0.03287820937111974, "loss_rpn_cls": 0.0006195333134542125, "loss_rpn_loc": 0.0013641612113133306, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5156435973476619, "total_loss": 0.040890097293356575}
{"data_time": 0.0038968385197222233, "eta_seconds": 8230.066406692844, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18449197860962568, "fast_rcnn/fg_cls_accuracy": 0.8155080213903743, "iteration": 24139, "loss_box_reg": 0.006304658949375153, "loss_cls": 0.03097705717664212, "loss_rpn_cls": 0.0004420074410518282, "loss_rpn_loc": 0.0013854119169991463, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5204815694596618, "total_loss": 0.039861060619614364}
{"data_time": 0.0035809206310659647, "eta_seconds": 8219.688667071518, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.14892830746489283, "fast_rcnn/fg_cls_accuracy": 0.8266814486326681, "iteration": 24159, "loss_box_reg": 0.00615603564074263, "loss_cls": 0.032512585807126015, "loss_rpn_cls": 0.0004883834601514536, "loss_rpn_loc": 0.0011491442146507325, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.516391261247918, "total_loss": 0.04092397821796112}
{"data_time": 0.003424911294132471, "eta_seconds": 8209.327367417747, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13055555555555554, "fast_rcnn/fg_cls_accuracy": 0.8694444444444445, "iteration": 24179, "loss_box_reg": 0.00637109209492337, "loss_cls": 0.030672674532979727, "loss_rpn_cls": 0.0008105478306106306, "loss_rpn_loc": 0.0010133332580153365, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212307579349726, "total_loss": 0.0390827638455562}
{"data_time": 0.0034291993360966444, "eta_seconds": 8198.949607013958, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11596638655462185, "fast_rcnn/fg_cls_accuracy": 0.8840336134453781, "iteration": 24199, "loss_box_reg": 0.005720938686863519, "loss_cls": 0.03268766315886751, "loss_rpn_cls": 0.00039971244586922694, "loss_rpn_loc": 0.0010117669044120703, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5127562857232988, "total_loss": 0.040132708641351655}
{"data_time": 0.0034321830607950687, "eta_seconds": 8190.213740807027, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.14025755879059348, "fast_rcnn/fg_cls_accuracy": 0.8592105263157894, "iteration": 24219, "loss_box_reg": 0.006174489215482026, "loss_cls": 0.03279412564006634, "loss_rpn_cls": 0.0005996376273742499, "loss_rpn_loc": 0.0011377630180504639, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5147569766268134, "total_loss": 0.042306009977210124}
{"data_time": 0.0034608507994562387, "eta_seconds": 8184.684423686238, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11774891774891774, "fast_rcnn/fg_cls_accuracy": 0.8822510822510823, "iteration": 24239, "loss_box_reg": 0.006128239096142352, "loss_cls": 0.030878240504534915, "loss_rpn_cls": 0.0007506610038205963, "loss_rpn_loc": 0.0011405424629629124, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5278559736907482, "total_loss": 0.03966402545120218}
{"data_time": 0.003451335709542036, "eta_seconds": 8180.651909810258, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2441675503711559, "fast_rcnn/fg_cls_accuracy": 0.7558324496288441, "iteration": 24259, "loss_box_reg": 0.006166350736748427, "loss_cls": 0.03016431163996458, "loss_rpn_cls": 0.0006498243302530682, "loss_rpn_loc": 0.000981826471615932, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5215585133992136, "total_loss": 0.03761423357786953}
{"data_time": 0.0035746595822274685, "eta_seconds": 8171.826823321171, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11017520215633422, "fast_rcnn/fg_cls_accuracy": 0.8824206166589967, "iteration": 24279, "loss_box_reg": 0.00567387804039754, "loss_cls": 0.03193285618908703, "loss_rpn_cls": 0.0006466551397750209, "loss_rpn_loc": 0.000999107061943505, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5178633944597095, "total_loss": 0.03959639428899209}
{"data_time": 0.0036574972327798605, "eta_seconds": 8162.04782520351, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12962962962962962, "fast_rcnn/fg_cls_accuracy": 0.8703703703703703, "iteration": 24299, "loss_box_reg": 0.00606027280446142, "loss_cls": 0.03161254685255699, "loss_rpn_cls": 0.0005529607013272653, "loss_rpn_loc": 0.001094173851015512, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5210764575749636, "total_loss": 0.03901786849240807}
{"data_time": 0.003376075765118003, "eta_seconds": 8152.218670953764, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09520239880059969, "fast_rcnn/fg_cls_accuracy": 0.9047976011994003, "iteration": 24319, "loss_box_reg": 0.0059225771692581475, "loss_cls": 0.03316577465739101, "loss_rpn_cls": 0.0005336927085863863, "loss_rpn_loc": 0.0010286175311193801, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5214052218943834, "total_loss": 0.04135533029943872}
{"data_time": 0.0034570039715617895, "eta_seconds": 8139.8467192617245, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09165302782324058, "fast_rcnn/fg_cls_accuracy": 0.8530585106382979, "iteration": 24339, "loss_box_reg": 0.00604226604627911, "loss_cls": 0.03226433234522119, "loss_rpn_cls": 0.000490819838319112, "loss_rpn_loc": 0.0011875857189806993, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120957654435188, "total_loss": 0.03978880143111496}
{"data_time": 0.0035338844172656536, "eta_seconds": 8126.925976354629, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9296296296296296, "iteration": 24359, "loss_box_reg": 0.005877176154172048, "loss_cls": 0.03353268053615466, "loss_rpn_cls": 0.0006626350582337182, "loss_rpn_loc": 0.0010087406262755394, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5139355540741235, "total_loss": 0.04071371670704593}
{"data_time": 0.003375238971784711, "eta_seconds": 8118.287496546982, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16281512605042017, "fast_rcnn/fg_cls_accuracy": 0.831766917293233, "iteration": 24379, "loss_box_reg": 0.005706055118935183, "loss_cls": 0.033638740598689765, "loss_rpn_cls": 0.0007041993968641691, "loss_rpn_loc": 0.0010315013369108783, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5184555938467383, "total_loss": 0.042763873017094056}
{"data_time": 0.0038134874776005745, "eta_seconds": 8106.142328310758, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09458128078817735, "fast_rcnn/fg_cls_accuracy": 0.882486388384755, "iteration": 24399, "loss_box_reg": 0.005528132751351222, "loss_cls": 0.03031905711395666, "loss_rpn_cls": 0.0004841477577315345, "loss_rpn_loc": 0.001259079133888008, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5185664880555123, "total_loss": 0.03830318212715156}
{"data_time": 0.0034318154212087393, "eta_seconds": 8097.499358792556, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16954022988505746, "fast_rcnn/fg_cls_accuracy": 0.8050974512743628, "iteration": 24419, "loss_box_reg": 0.006407008346286602, "loss_cls": 0.03322572901379317, "loss_rpn_cls": 0.000498221394536813, "loss_rpn_loc": 0.0009980613376683323, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5219301308970898, "total_loss": 0.040853061204870755}
{"data_time": 0.003357795998454094, "eta_seconds": 8080.568862926681, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.098451862602806, "fast_rcnn/fg_cls_accuracy": 0.8946638946638947, "iteration": 24439, "loss_box_reg": 0.0062723235751036555, "loss_cls": 0.032152174244401976, "loss_rpn_cls": 0.0008087627718396107, "loss_rpn_loc": 0.0012266934118088102, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504068429581821, "total_loss": 0.04015121898478924}
{"data_time": 0.00374823110178113, "eta_seconds": 8064.035660580499, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12435897435897436, "fast_rcnn/fg_cls_accuracy": 0.849906191369606, "iteration": 24459, "loss_box_reg": 0.006090104725444689, "loss_cls": 0.03225511891650967, "loss_rpn_cls": 0.000818080776809893, "loss_rpn_loc": 0.0011949657891818788, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5139000441413373, "total_loss": 0.04116553006826962}
{"data_time": 0.003698835615068674, "eta_seconds": 8052.090318158502, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1975609756097561, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 24479, "loss_box_reg": 0.006204335761140101, "loss_cls": 0.03393507131841034, "loss_rpn_cls": 0.0009894619740009603, "loss_rpn_loc": 0.0013370383931032848, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5242762351408601, "total_loss": 0.04163632797960304}
{"data_time": 0.0035413200967013836, "eta_seconds": 8041.714581649052, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06385869565217392, "fast_rcnn/fg_cls_accuracy": 0.9361413043478262, "iteration": 24499, "loss_box_reg": 0.006121325655840337, "loss_cls": 0.03294562973314896, "loss_rpn_cls": 0.0006536237272030121, "loss_rpn_loc": 0.0011461593658168567, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5176267537754029, "total_loss": 0.041296955795417034}
{"data_time": 0.003695260500535369, "eta_seconds": 8026.861684222007, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33733733733733734, "fast_rcnn/fg_cls_accuracy": 0.6626626626626626, "iteration": 24519, "loss_box_reg": 0.00580626011651475, "loss_cls": 0.03267189775942825, "loss_rpn_cls": 0.0012666468663837804, "loss_rpn_loc": 0.0012060992321494268, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5106787153054029, "total_loss": 0.040633100611444206}
{"data_time": 0.0037114263977855444, "eta_seconds": 8007.424529594835, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16340269277845776, "fast_rcnn/fg_cls_accuracy": 0.8365973072215422, "iteration": 24539, "loss_box_reg": 0.0061407693137880415, "loss_cls": 0.032037756143836305, "loss_rpn_cls": 0.00046760438453929964, "loss_rpn_loc": 0.00145450917443668, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5131152297835797, "total_loss": 0.040609464959288744}
{"data_time": 0.0036664041690528393, "eta_seconds": 7997.0663062850945, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12220843672456576, "fast_rcnn/fg_cls_accuracy": 0.8521505376344086, "iteration": 24559, "loss_box_reg": 0.006129512476036325, "loss_cls": 0.03257102021598257, "loss_rpn_cls": 0.0004920237423675644, "loss_rpn_loc": 0.0011303642404527636, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188266800250858, "total_loss": 0.03998465880522417}
{"data_time": 0.0036708528641611338, "eta_seconds": 7985.098391192965, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1575682382133995, "fast_rcnn/fg_cls_accuracy": 0.8424317617866005, "iteration": 24579, "loss_box_reg": 0.005902321732719429, "loss_cls": 0.029692437208723277, "loss_rpn_cls": 0.00042771895243731706, "loss_rpn_loc": 0.0012196049738122383, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166594062466174, "total_loss": 0.03740436503221645}
{"data_time": 0.003634260967373848, "eta_seconds": 7974.742255545221, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.07362240289069558, "fast_rcnn/fg_cls_accuracy": 0.9263775971093045, "iteration": 24599, "loss_box_reg": 0.005773821394541301, "loss_cls": 0.03204612137051299, "loss_rpn_cls": 0.0007473066768284298, "loss_rpn_loc": 0.0010683207965485053, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5173139800317585, "total_loss": 0.04101995482972143}
{"data_time": 0.003459008177742362, "eta_seconds": 7959.410190634662, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 24619, "loss_box_reg": 0.00616485696809832, "loss_cls": 0.031170925765763968, "loss_rpn_cls": 0.0006716128399943955, "loss_rpn_loc": 0.0010969996164931217, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5102672989014536, "total_loss": 0.039042320685268805}
{"data_time": 0.0034173906315118074, "eta_seconds": 7949.060525215464, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.06734006734006734, "fast_rcnn/fg_cls_accuracy": 0.9326599326599327, "iteration": 24639, "loss_box_reg": 0.006679348924080841, "loss_cls": 0.03153400676092133, "loss_rpn_cls": 0.0009376870621622402, "loss_rpn_loc": 0.0013369573061936535, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.517076633637771, "total_loss": 0.03976194951906109}
{"data_time": 0.003613471519201994, "eta_seconds": 7938.710859796265, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.3029761904761905, "fast_rcnn/fg_cls_accuracy": 0.6970238095238095, "iteration": 24659, "loss_box_reg": 0.0059281229914631695, "loss_cls": 0.03298358432948589, "loss_rpn_cls": 0.0006768303244371054, "loss_rpn_loc": 0.0012621021051018033, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5281917925458401, "total_loss": 0.04113760914958675}
{"data_time": 0.0036210736725479364, "eta_seconds": 7927.421176984906, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07033096926713947, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 24679, "loss_box_reg": 0.006251932223676704, "loss_cls": 0.034247840638272464, "loss_rpn_cls": 0.0004160030812272453, "loss_rpn_loc": 0.0010278984536853386, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5213026031851768, "total_loss": 0.042666873965686136}
{"data_time": 0.0035165161825716496, "eta_seconds": 7917.072738662362, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0863157894736842, "fast_rcnn/fg_cls_accuracy": 0.8983333333333333, "iteration": 24699, "loss_box_reg": 0.005724470873246901, "loss_cls": 0.030917092342860997, "loss_rpn_cls": 0.000779140808106149, "loss_rpn_loc": 0.001220430722241872, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.515966969076544, "total_loss": 0.0412573757851078}
{"data_time": 0.004043725784868002, "eta_seconds": 7906.724300339818, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.06783536585365854, "fast_rcnn/fg_cls_accuracy": 0.9321646341463414, "iteration": 24719, "loss_box_reg": 0.00545625266386196, "loss_cls": 0.029426640568999574, "loss_rpn_cls": 0.0007638122280582138, "loss_rpn_loc": 0.0009656704878580058, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5116480570286512, "total_loss": 0.0370781624681058}
{"data_time": 0.003623772645369172, "eta_seconds": 7897.2192136840895, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.05182724252491694, "fast_rcnn/fg_cls_accuracy": 0.9297619047619048, "iteration": 24739, "loss_box_reg": 0.005752526747528464, "loss_cls": 0.03187956809415482, "loss_rpn_cls": 0.000704019154454727, "loss_rpn_loc": 0.0009997075585488346, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.528266689972952, "total_loss": 0.04113093201885931}
{"data_time": 0.0034363465383648872, "eta_seconds": 7885.8381535185035, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.07198275862068965, "fast_rcnn/fg_cls_accuracy": 0.9280172413793104, "iteration": 24759, "loss_box_reg": 0.00603582983603701, "loss_cls": 0.031211423251079395, "loss_rpn_cls": 0.0006895796951766897, "loss_rpn_loc": 0.0012711502458842006, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5051951385103166, "total_loss": 0.04035003288254302}
{"data_time": 0.0037450455129146576, "eta_seconds": 7875.97529212432, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21004453240969817, "fast_rcnn/fg_cls_accuracy": 0.7899554675903018, "iteration": 24779, "loss_box_reg": 0.005591249006101862, "loss_cls": 0.0345300774788484, "loss_rpn_cls": 0.0009441770200737665, "loss_rpn_loc": 0.0013110783092997735, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210651357192546, "total_loss": 0.04191702796197205}
{"data_time": 0.003607091959565878, "eta_seconds": 7866.170583003201, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08712121212121213, "fast_rcnn/fg_cls_accuracy": 0.898989898989899, "iteration": 24799, "loss_box_reg": 0.0061332367768045515, "loss_cls": 0.028229071554960683, "loss_rpn_cls": 0.0005126610309389434, "loss_rpn_loc": 0.0012734122392430436, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.526845776475966, "total_loss": 0.03590921943532521}
{"data_time": 0.0033921864815056324, "eta_seconds": 7857.346411074977, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08409090909090909, "fast_rcnn/fg_cls_accuracy": 0.9159090909090909, "iteration": 24819, "loss_box_reg": 0.006034145277226344, "loss_cls": 0.032179954199818894, "loss_rpn_cls": 0.0007472046019074696, "loss_rpn_loc": 0.0013736599839830888, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5152437093202025, "total_loss": 0.040851900964639754}
{"data_time": 0.0036142109893262386, "eta_seconds": 7846.994857934769, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14509605662285135, "fast_rcnn/fg_cls_accuracy": 0.8549039433771486, "iteration": 24839, "loss_box_reg": 0.006776164867915213, "loss_cls": 0.030869650043314323, "loss_rpn_cls": 0.0006242858022460496, "loss_rpn_loc": 0.0011293240822851658, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5157614725176245, "total_loss": 0.04038855153282839}
{"data_time": 0.003546770429238677, "eta_seconds": 7838.537315543275, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.042147293700088725, "fast_rcnn/fg_cls_accuracy": 0.9578527062999113, "iteration": 24859, "loss_box_reg": 0.006224799217307009, "loss_cls": 0.028927875304361805, "loss_rpn_cls": 0.00058947977038315, "loss_rpn_loc": 0.0008115200853353599, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5273668384179473, "total_loss": 0.03790227221497844}
{"data_time": 0.003558456664904952, "eta_seconds": 7824.231153814588, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09545454545454546, "fast_rcnn/fg_cls_accuracy": 0.9045454545454545, "iteration": 24879, "loss_box_reg": 0.006385963584762067, "loss_cls": 0.031667872390244156, "loss_rpn_cls": 0.0006618344685875854, "loss_rpn_loc": 0.0010801785501826089, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5086396096739918, "total_loss": 0.041443897633826055}
{"data_time": 0.003497169353067875, "eta_seconds": 7813.882326152641, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1188235294117647, "fast_rcnn/fg_cls_accuracy": 0.8793939393939394, "iteration": 24899, "loss_box_reg": 0.006093816162319854, "loss_cls": 0.032592767471214756, "loss_rpn_cls": 0.0004172522848193694, "loss_rpn_loc": 0.0010221567845292157, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5220673338044435, "total_loss": 0.040496555529557554}
{"data_time": 0.003941117320209742, "eta_seconds": 7804.073321641423, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.056818181818181816, "fast_rcnn/fg_cls_accuracy": 0.9431818181818181, "iteration": 24919, "loss_box_reg": 0.006209731582202949, "loss_cls": 0.030494489386910573, "loss_rpn_cls": 0.0007138481915944794, "loss_rpn_loc": 0.0009940322088368703, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.516125112073496, "total_loss": 0.03943025517702381}
{"data_time": 0.003365099197253585, "eta_seconds": 7791.795958908508, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1125, "fast_rcnn/fg_cls_accuracy": 0.8717105263157895, "iteration": 24939, "loss_box_reg": 0.006184996236697771, "loss_cls": 0.03155438011162914, "loss_rpn_cls": 0.0009251730032815431, "loss_rpn_loc": 0.00106309989678266, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5193494907580316, "total_loss": 0.03974765917610057}
{"data_time": 0.0037462692707777023, "eta_seconds": 7779.242813323159, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 24959, "loss_box_reg": 0.005874223716091365, "loss_cls": 0.03245183720719069, "loss_rpn_cls": 0.0007495597034221646, "loss_rpn_loc": 0.001096946325560566, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5183045933954418, "total_loss": 0.04105386348646789}
{"data_time": 0.003302777884528041, "eta_seconds": 7766.559690766269, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12531328320802004, "fast_rcnn/fg_cls_accuracy": 0.87468671679198, "iteration": 24979, "loss_box_reg": 0.006185621168697253, "loss_cls": 0.033615041960729286, "loss_rpn_cls": 0.0005110412682824972, "loss_rpn_loc": 0.0010971285591949709, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5127263683825731, "total_loss": 0.042258327821173225}
{"data_time": 0.003372285747900605, "eta_seconds": 7756.218755155103, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09943714821763602, "fast_rcnn/fg_cls_accuracy": 0.8818815331010452, "iteration": 24999, "loss_box_reg": 0.006383792206179351, "loss_cls": 0.03226200712379068, "loss_rpn_cls": 0.0006424849756854201, "loss_rpn_loc": 0.0014705078392580617, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5183012441266328, "total_loss": 0.04087261989957369}
{"data_time": 0.003677648724988103, "eta_seconds": 7750.408024726668, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07655038759689922, "fast_rcnn/fg_cls_accuracy": 0.9234496124031008, "iteration": 25019, "loss_box_reg": 0.005891664142836817, "loss_cls": 0.0320198672125116, "loss_rpn_cls": 0.000722007384410972, "loss_rpn_loc": 0.001220336334881722, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310558443889022, "total_loss": 0.04130164557045646}
{"data_time": 0.0036306059919297695, "eta_seconds": 7741.149287179112, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12335692618806876, "fast_rcnn/fg_cls_accuracy": 0.86615515771526, "iteration": 25039, "loss_box_reg": 0.00659788865596056, "loss_cls": 0.03360127250198275, "loss_rpn_cls": 0.00035359060575501644, "loss_rpn_loc": 0.0010392951116955373, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5219710085075349, "total_loss": 0.041275604059251236}
{"data_time": 0.003437392646446824, "eta_seconds": 7730.800848856568, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 25059, "loss_box_reg": 0.005743121408158913, "loss_cls": 0.03192959283478558, "loss_rpn_cls": 0.0006211365284798376, "loss_rpn_loc": 0.0012087893301213626, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5178704410791397, "total_loss": 0.040290658197932316}
{"data_time": 0.003355974331498146, "eta_seconds": 7721.276973159052, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11268939393939395, "fast_rcnn/fg_cls_accuracy": 0.8873106060606061, "iteration": 25079, "loss_box_reg": 0.006137431948445737, "loss_cls": 0.03082414754317142, "loss_rpn_cls": 0.0005680171536823764, "loss_rpn_loc": 0.0016547855984754278, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5205517790745944, "total_loss": 0.03912718776592783}
{"data_time": 0.003578403266146779, "eta_seconds": 7709.020090544829, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09584178498985801, "fast_rcnn/fg_cls_accuracy": 0.9041582150101419, "iteration": 25099, "loss_box_reg": 0.006671184644801542, "loss_cls": 0.03368427845998667, "loss_rpn_cls": 0.0007549420851091782, "loss_rpn_loc": 0.0010655016849341337, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5177585235796869, "total_loss": 0.04274696750542262}
{"data_time": 0.0034100087359547615, "eta_seconds": 7700.57788603846, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09722222222222221, "fast_rcnn/fg_cls_accuracy": 0.9015151515151515, "iteration": 25119, "loss_box_reg": 0.006538209752761759, "loss_cls": 0.03196354815736413, "loss_rpn_cls": 0.0007416314628017062, "loss_rpn_loc": 0.0011918203344976064, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5294219320639968, "total_loss": 0.03999945580858366}
{"data_time": 0.003660680027678609, "eta_seconds": 7689.696394209284, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8239202657807309, "iteration": 25139, "loss_box_reg": 0.005854021932464093, "loss_cls": 0.031294528336729854, "loss_rpn_cls": 0.0006795239164887334, "loss_rpn_loc": 0.001118577227316564, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5139468745328486, "total_loss": 0.039621942689905154}
{"data_time": 0.0039247553795576096, "eta_seconds": 7682.788386164932, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.7307692307692307, "iteration": 25159, "loss_box_reg": 0.005805603374028578, "loss_cls": 0.03021141540375538, "loss_rpn_cls": 0.0005279721747228905, "loss_rpn_loc": 0.0014691369724459946, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348553895018995, "total_loss": 0.038741663631356005}
{"data_time": 0.0035948085132986307, "eta_seconds": 7669.529255357571, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 25179, "loss_box_reg": 0.005796229132101871, "loss_cls": 0.032327320077456534, "loss_rpn_cls": 0.0010301524138753848, "loss_rpn_loc": 0.00108889255716349, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5177232925780118, "total_loss": 0.041123168108640584}
{"data_time": 0.0034427903592586517, "eta_seconds": 7662.51838104194, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.08391608391608392, "fast_rcnn/fg_cls_accuracy": 0.916083916083916, "iteration": 25199, "loss_box_reg": 0.006100818907725625, "loss_cls": 0.03231999458512291, "loss_rpn_cls": 0.0004938874597542053, "loss_rpn_loc": 0.0013636759504151996, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5237579066306353, "total_loss": 0.04053613554810909}
{"data_time": 0.0036239041946828365, "eta_seconds": 7653.864412124734, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12861869313482216, "fast_rcnn/fg_cls_accuracy": 0.8657164291072768, "iteration": 25219, "loss_box_reg": 0.0060523217980517074, "loss_cls": 0.03222508422913961, "loss_rpn_cls": 0.00045264999823757535, "loss_rpn_loc": 0.0008813499352982035, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.521485161036253, "total_loss": 0.039487253217373564}
{"data_time": 0.0034321248531341553, "eta_seconds": 7642.118175189011, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.027443609022556388, "fast_rcnn/fg_cls_accuracy": 0.9725563909774436, "iteration": 25239, "loss_box_reg": 0.005748243478592485, "loss_cls": 0.03074986528372392, "loss_rpn_cls": 0.0006197757018924221, "loss_rpn_loc": 0.0009345239377580583, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5184222469106317, "total_loss": 0.03859332613041033}
{"data_time": 0.0034883515909314156, "eta_seconds": 7631.45621612994, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13221153846153846, "fast_rcnn/fg_cls_accuracy": 0.8677884615384616, "iteration": 25259, "loss_box_reg": 0.006154769740533084, "loss_cls": 0.02911994929309003, "loss_rpn_cls": 0.0007573159115281669, "loss_rpn_loc": 0.0013468328761518933, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5172506321687251, "total_loss": 0.03785602047355496}
{"data_time": 0.003586260601878166, "eta_seconds": 7624.96227324754, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15418894830659535, "fast_rcnn/fg_cls_accuracy": 0.8364622444722569, "iteration": 25279, "loss_box_reg": 0.005938644186244346, "loss_cls": 0.03457145325955935, "loss_rpn_cls": 0.0009161892030533636, "loss_rpn_loc": 0.0011856547516799765, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5292752131354064, "total_loss": 0.0426626518753892}
{"data_time": 0.0037827985361218452, "eta_seconds": 7613.961355094798, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13450292397660818, "fast_rcnn/fg_cls_accuracy": 0.8654970760233918, "iteration": 25299, "loss_box_reg": 0.006318772895610891, "loss_cls": 0.031353079102700576, "loss_rpn_cls": 0.00047403535597823065, "loss_rpn_loc": 0.001207743425766239, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5173441644292325, "total_loss": 0.040591451037471415}
{"data_time": 0.003666731994599104, "eta_seconds": 7602.082635437604, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.07410714285714286, "fast_rcnn/fg_cls_accuracy": 0.9258928571428571, "iteration": 25319, "loss_box_reg": 0.005884194848476909, "loss_cls": 0.03405643595033325, "loss_rpn_cls": 0.0007089059276950138, "loss_rpn_loc": 0.0010306047788617434, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5147753946948797, "total_loss": 0.0414773270057367}
{"data_time": 0.0036001824773848057, "eta_seconds": 7593.88437525183, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1270139634801289, "fast_rcnn/fg_cls_accuracy": 0.8729860365198712, "iteration": 25339, "loss_box_reg": 0.005828623383422382, "loss_cls": 0.031245311547536403, "loss_rpn_cls": 0.0007396689109668841, "loss_rpn_loc": 0.0008635520116513362, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5159693914465606, "total_loss": 0.04032617929402704}
{"data_time": 0.003652841318398714, "eta_seconds": 7584.987724661594, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11505376344086021, "fast_rcnn/fg_cls_accuracy": 0.8849462365591398, "iteration": 25359, "loss_box_reg": 0.0058384077419759706, "loss_cls": 0.03203686518827453, "loss_rpn_cls": 0.0006090497122386296, "loss_rpn_loc": 0.0012439723413990578, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5145452877040952, "total_loss": 0.04087018119560071}
{"data_time": 0.0037022859323769808, "eta_seconds": 7574.626427312149, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13544940289126337, "fast_rcnn/fg_cls_accuracy": 0.8645505971087366, "iteration": 25379, "loss_box_reg": 0.005876813112990931, "loss_cls": 0.03486419760156423, "loss_rpn_cls": 0.00043551484884574165, "loss_rpn_loc": 0.0010520434716454474, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.519210590980947, "total_loss": 0.04344514575006997}
{"data_time": 0.0033670407719910145, "eta_seconds": 7565.524418859277, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.08492822966507177, "fast_rcnn/fg_cls_accuracy": 0.9150717703349283, "iteration": 25399, "loss_box_reg": 0.005929438644670881, "loss_cls": 0.03198346687713638, "loss_rpn_cls": 0.0005716568618936435, "loss_rpn_loc": 0.0009347861996502616, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5205384530127048, "total_loss": 0.03964179869012696}
{"data_time": 0.0035597304813563824, "eta_seconds": 7555.161396574695, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.13466183574879226, "fast_rcnn/fg_cls_accuracy": 0.8097826086956521, "iteration": 25419, "loss_box_reg": 0.006455807495513, "loss_cls": 0.0320808602264151, "loss_rpn_cls": 0.0005563914857020791, "loss_rpn_loc": 0.0010847915164049482, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5232216955628246, "total_loss": 0.04010389991185548}
{"data_time": 0.0037902360782027245, "eta_seconds": 7550.485062733525, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20476190476190476, "fast_rcnn/fg_cls_accuracy": 0.7892857142857144, "iteration": 25439, "loss_box_reg": 0.0058082074974663556, "loss_cls": 0.030889156740158796, "loss_rpn_cls": 0.0004732267892109121, "loss_rpn_loc": 0.0011071750432165572, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5239944139029831, "total_loss": 0.03934046270416047}
{"data_time": 0.0036644956562668085, "eta_seconds": 7540.172001314582, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13823529411764707, "fast_rcnn/fg_cls_accuracy": 0.8156108597285068, "iteration": 25459, "loss_box_reg": 0.006075024037272669, "loss_cls": 0.032426992227556184, "loss_rpn_cls": 0.0006621367296020253, "loss_rpn_loc": 0.0010847171488421736, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5150401054415852, "total_loss": 0.04058050707322991}
{"data_time": 0.0035609269980341196, "eta_seconds": 7529.743396466831, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.05756578947368421, "fast_rcnn/fg_cls_accuracy": 0.9424342105263157, "iteration": 25479, "loss_box_reg": 0.005725035531213507, "loss_cls": 0.03398048231611028, "loss_rpn_cls": 0.0007173023977884441, "loss_rpn_loc": 0.001194393502373714, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5181195770855993, "total_loss": 0.04095424211459431}
{"data_time": 0.003480032552033663, "eta_seconds": 7519.372563333483, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8777777777777778, "iteration": 25499, "loss_box_reg": 0.006209652201505378, "loss_cls": 0.034718629613053054, "loss_rpn_cls": 0.0005786762202433238, "loss_rpn_loc": 0.0008998147568490822, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163937683682889, "total_loss": 0.0434935158853591}
{"data_time": 0.0036593980621546507, "eta_seconds": 7517.11816829117, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11956521739130435, "fast_rcnn/fg_cls_accuracy": 0.8558352402745995, "iteration": 25519, "loss_box_reg": 0.006067015783628449, "loss_cls": 0.032575590346823446, "loss_rpn_cls": 0.0006283622739147177, "loss_rpn_loc": 0.0009897648415062577, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.52679847413674, "total_loss": 0.041723625668964814}
{"data_time": 0.003461432410404086, "eta_seconds": 7512.006093970733, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09902597402597402, "fast_rcnn/fg_cls_accuracy": 0.900974025974026, "iteration": 25539, "loss_box_reg": 0.005678699832060374, "loss_cls": 0.031075510269147344, "loss_rpn_cls": 0.0005681391955363324, "loss_rpn_loc": 0.0012260873027116759, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186084064189345, "total_loss": 0.03946784490904065}
{"data_time": 0.0034688913729041815, "eta_seconds": 7503.81520045572, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14382940108892922, "fast_rcnn/fg_cls_accuracy": 0.8561705989110708, "iteration": 25559, "loss_box_reg": 0.006113797382568009, "loss_cls": 0.033018108108080924, "loss_rpn_cls": 0.0004918130937312526, "loss_rpn_loc": 0.0012633844235097058, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5221651350148022, "total_loss": 0.04239236831381277}
{"data_time": 0.0034247287549078465, "eta_seconds": 7487.054549511289, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.765625, "iteration": 25579, "loss_box_reg": 0.00558769257622771, "loss_cls": 0.02972124723601155, "loss_rpn_cls": 0.0006038798294980552, "loss_rpn_loc": 0.0010160990259464597, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.510982601204887, "total_loss": 0.03631400420181308}
{"data_time": 0.0035074674524366856, "eta_seconds": 7480.838099666173, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09294871794871795, "fast_rcnn/fg_cls_accuracy": 0.907051282051282, "iteration": 25599, "loss_box_reg": 0.006053641904145479, "loss_cls": 0.03378153976518661, "loss_rpn_cls": 0.0004694352500393961, "loss_rpn_loc": 0.0010038812451966805, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5177194415591657, "total_loss": 0.04162754302473104}
{"data_time": 0.0035380921326577663, "eta_seconds": 7475.0088188289665, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17028985507246375, "fast_rcnn/fg_cls_accuracy": 0.8297101449275363, "iteration": 25619, "loss_box_reg": 0.006053021919797175, "loss_cls": 0.03385248954873532, "loss_rpn_cls": 0.0005607188256817608, "loss_rpn_loc": 0.0009914576367009431, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.524193421471864, "total_loss": 0.041691998206260905}
{"data_time": 0.0035325915087014437, "eta_seconds": 7463.624004572164, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.143296853625171, "fast_rcnn/fg_cls_accuracy": 0.8567031463748289, "iteration": 25639, "loss_box_reg": 0.0062208883464336395, "loss_cls": 0.03152608385425992, "loss_rpn_cls": 0.0006779513540209336, "loss_rpn_loc": 0.0010703909156291047, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.517873942386359, "total_loss": 0.03894342473370216}
{"data_time": 0.0038665379397571087, "eta_seconds": 7452.796123247594, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.11554621848739496, "fast_rcnn/fg_cls_accuracy": 0.8409090909090909, "iteration": 25659, "loss_box_reg": 0.005973754959995858, "loss_cls": 0.03261815934092738, "loss_rpn_cls": 0.0009154886383839766, "loss_rpn_loc": 0.0008065384336077841, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5187578073237091, "total_loss": 0.04118117694810053}
{"data_time": 0.003212712937965989, "eta_seconds": 7442.835413235705, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11458333333333334, "fast_rcnn/fg_cls_accuracy": 0.8854166666666667, "iteration": 25679, "loss_box_reg": 0.00573216745397076, "loss_cls": 0.03048617916647345, "loss_rpn_cls": 0.0004955996931812479, "loss_rpn_loc": 0.0009929099742294056, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5274440958164632, "total_loss": 0.0387671477224103}
{"data_time": 0.0034461738541722298, "eta_seconds": 7431.984500974417, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10721062618595825, "fast_rcnn/fg_cls_accuracy": 0.8927893738140418, "iteration": 25699, "loss_box_reg": 0.006049632080248557, "loss_cls": 0.033139404200483114, "loss_rpn_cls": 0.0005733896917945458, "loss_rpn_loc": 0.0009609489643480629, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5106493618804961, "total_loss": 0.04102518742899974}
{"data_time": 0.003358270274475217, "eta_seconds": 7422.046821899246, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07106812447434818, "fast_rcnn/fg_cls_accuracy": 0.8997277676950999, "iteration": 25719, "loss_box_reg": 0.005925199104240164, "loss_cls": 0.030699438968440518, "loss_rpn_cls": 0.0006079543797454789, "loss_rpn_loc": 0.0010382600376033224, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244505454320461, "total_loss": 0.03895272417381079}
{"data_time": 0.0035200784914195538, "eta_seconds": 7411.197186797857, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15328947368421053, "fast_rcnn/fg_cls_accuracy": 0.8179054054054054, "iteration": 25739, "loss_box_reg": 0.005754685364081524, "loss_cls": 0.03204957291018218, "loss_rpn_cls": 0.0009006883733491122, "loss_rpn_loc": 0.0012241652020748006, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225062400568277, "total_loss": 0.04133287308195577}
{"data_time": 0.0035570135805755854, "eta_seconds": 7401.2582305627875, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 25759, "loss_box_reg": 0.0062060116324573755, "loss_cls": 0.03453745594015345, "loss_rpn_cls": 0.0006077226719298778, "loss_rpn_loc": 0.0009899058277369477, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5139405662193894, "total_loss": 0.04377940809257552}
{"data_time": 0.0033964980393648148, "eta_seconds": 7390.533945582807, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08116883116883117, "fast_rcnn/fg_cls_accuracy": 0.9188311688311688, "iteration": 25779, "loss_box_reg": 0.005441039989818819, "loss_cls": 0.032030812435550615, "loss_rpn_cls": 0.0006387416783582012, "loss_rpn_loc": 0.0012526289301604265, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5204192539677024, "total_loss": 0.04221159260055174}
{"data_time": 0.003779288148507476, "eta_seconds": 7380.14011400193, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.10416666666666666, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 25799, "loss_box_reg": 0.005754743571742438, "loss_cls": 0.03192869434133172, "loss_rpn_cls": 0.000788549503795366, "loss_rpn_loc": 0.001299706542340573, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5255249049514532, "total_loss": 0.04013384407329568}
{"data_time": 0.003560120239853859, "eta_seconds": 7369.7462824210525, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14451612903225808, "fast_rcnn/fg_cls_accuracy": 0.8070967741935484, "iteration": 25819, "loss_box_reg": 0.005520086851902306, "loss_cls": 0.03183041838929057, "loss_rpn_cls": 0.0006767816938690885, "loss_rpn_loc": 0.0011682438425850705, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5160880640614778, "total_loss": 0.04063635047924663}
{"data_time": 0.0036154580302536488, "eta_seconds": 7359.68104788987, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.046511627906976744, "fast_rcnn/fg_cls_accuracy": 0.9534883720930233, "iteration": 25839, "loss_box_reg": 0.005895496142329648, "loss_cls": 0.03197212755912915, "loss_rpn_cls": 0.0005897659092681806, "loss_rpn_loc": 0.0010716578653955366, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5141894377302378, "total_loss": 0.041705713723104054}
{"data_time": 0.003567294916138053, "eta_seconds": 7348.958619259298, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08814496314496315, "fast_rcnn/fg_cls_accuracy": 0.9102316602316602, "iteration": 25859, "loss_box_reg": 0.005566145642660558, "loss_cls": 0.032252528821118176, "loss_rpn_cls": 0.0005217105301653646, "loss_rpn_loc": 0.0012175724177723168, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.52541434741579, "total_loss": 0.03909259003717125}
{"data_time": 0.0036869205068796873, "eta_seconds": 7344.193898415193, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16407982261640797, "fast_rcnn/fg_cls_accuracy": 0.835920177383592, "iteration": 25879, "loss_box_reg": 0.006076657911762595, "loss_cls": 0.03234170807991177, "loss_rpn_cls": 0.0006146730988803029, "loss_rpn_loc": 0.0013147910813131602, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5306869335472584, "total_loss": 0.040702812089875806}
{"data_time": 0.0035739780869334936, "eta_seconds": 7333.792094154283, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07625482625482626, "fast_rcnn/fg_cls_accuracy": 0.9237451737451738, "iteration": 25899, "loss_box_reg": 0.006011482051690109, "loss_cls": 0.03111136783263646, "loss_rpn_cls": 0.000657789183605928, "loss_rpn_loc": 0.0008761849712755065, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5190835965331644, "total_loss": 0.03875802953052698}
{"data_time": 0.0033996179699897766, "eta_seconds": 7328.711928812554, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16314363143631438, "fast_rcnn/fg_cls_accuracy": 0.827677624602333, "iteration": 25919, "loss_box_reg": 0.006477886126958765, "loss_cls": 0.03196877127629705, "loss_rpn_cls": 0.0007696811184132457, "loss_rpn_loc": 0.0009305470175604569, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5201092509087175, "total_loss": 0.03995888414272031}
{"data_time": 0.0031955239828675985, "eta_seconds": 7318.302565942286, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18065268065268064, "fast_rcnn/fg_cls_accuracy": 0.8193473193473193, "iteration": 25939, "loss_box_reg": 0.005695480416761711, "loss_cls": 0.0328374735545367, "loss_rpn_cls": 0.0007986603627614386, "loss_rpn_loc": 0.0010001456721511204, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5187654185574502, "total_loss": 0.04005751705926741}
{"data_time": 0.00336645869538188, "eta_seconds": 7308.671969610732, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06832298136645962, "fast_rcnn/fg_cls_accuracy": 0.9316770186335404, "iteration": 25959, "loss_box_reg": 0.005636140427668579, "loss_cls": 0.031125958310440183, "loss_rpn_cls": 0.001173242080824366, "loss_rpn_loc": 0.0007923464545456227, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5213018690701574, "total_loss": 0.03909751877245071}
{"data_time": 0.003987587755545974, "eta_seconds": 7298.261497465428, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06055995130858186, "fast_rcnn/fg_cls_accuracy": 0.9383647798742139, "iteration": 25979, "loss_box_reg": 0.00589034051517956, "loss_cls": 0.031995061901398, "loss_rpn_cls": 0.0008097570631662165, "loss_rpn_loc": 0.0008740663397475146, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5199824369046837, "total_loss": 0.039437800470409456}
{"data_time": 0.003438045270740986, "eta_seconds": 7290.042522860924, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08401162790697675, "fast_rcnn/fg_cls_accuracy": 0.9159883720930233, "iteration": 25999, "loss_box_reg": 0.005493863034644164, "loss_cls": 0.03161004529101774, "loss_rpn_cls": 0.0005986743299217778, "loss_rpn_loc": 0.0011804899586422835, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5240189542528242, "total_loss": 0.03936626162487755}
{"data_time": 0.0036634854041039944, "eta_seconds": 7279.628920228453, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08295454545454545, "fast_rcnn/fg_cls_accuracy": 0.9170454545454545, "iteration": 26019, "loss_box_reg": 0.005774823992396705, "loss_cls": 0.031081476277904585, "loss_rpn_cls": 0.0005129997869062208, "loss_rpn_loc": 0.0011195949264219962, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302147869952023, "total_loss": 0.0388219423391547}
{"data_time": 0.0036333370953798294, "eta_seconds": 7266.255751590943, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13825757575757575, "fast_rcnn/fg_cls_accuracy": 0.8617424242424243, "iteration": 26039, "loss_box_reg": 0.005871678527910262, "loss_cls": 0.033360252273269, "loss_rpn_cls": 0.0011122041348698986, "loss_rpn_loc": 0.0009860895934252767, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5154748689383268, "total_loss": 0.04295562847153178}
{"data_time": 0.0033163235057145357, "eta_seconds": 7257.301288401475, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 26059, "loss_box_reg": 0.005844519298989326, "loss_cls": 0.03174283404950984, "loss_rpn_cls": 0.0004752578797138085, "loss_rpn_loc": 0.0011713023495758534, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5233598174527287, "total_loss": 0.03932678798582856}
{"data_time": 0.0036480030976235867, "eta_seconds": 7246.889838306932, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07692307692307693, "fast_rcnn/fg_cls_accuracy": 0.9046003016591252, "iteration": 26079, "loss_box_reg": 0.005514854157809168, "loss_cls": 0.031244683894328773, "loss_rpn_cls": 0.0009960499774024356, "loss_rpn_loc": 0.001370135962133645, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5213079964742064, "total_loss": 0.03949763671278106}
{"data_time": 0.0037240947131067514, "eta_seconds": 7239.282084288076, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16271409749670618, "fast_rcnn/fg_cls_accuracy": 0.8372859025032938, "iteration": 26099, "loss_box_reg": 0.006664696586085483, "loss_cls": 0.03265401380485855, "loss_rpn_cls": 0.0003886324291215715, "loss_rpn_loc": 0.0011188465596205788, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5177826390136033, "total_loss": 0.040287180782456744}
{"data_time": 0.0036192918196320534, "eta_seconds": 7226.066938117845, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12152777777777779, "fast_rcnn/fg_cls_accuracy": 0.8784722222222223, "iteration": 26119, "loss_box_reg": 0.005693334969691932, "loss_cls": 0.03046456235460937, "loss_rpn_cls": 0.0005491992539532475, "loss_rpn_loc": 0.001050279872288229, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196408804040402, "total_loss": 0.03987528289445663}
{"data_time": 0.0039577235002070665, "eta_seconds": 7213.463122625137, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09005376344086022, "fast_rcnn/fg_cls_accuracy": 0.9025932953826692, "iteration": 26139, "loss_box_reg": 0.00568487707641907, "loss_cls": 0.03435087244724855, "loss_rpn_cls": 0.0006510887402555454, "loss_rpn_loc": 0.0008240788774855901, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5177389029413462, "total_loss": 0.041614330720904036}
{"data_time": 0.0034490753896534443, "eta_seconds": 7196.271163507365, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1043360433604336, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 26159, "loss_box_reg": 0.006004831288009882, "loss_cls": 0.0318830537435133, "loss_rpn_cls": 0.0005410058697634668, "loss_rpn_loc": 0.0010636654760673991, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5163698655087501, "total_loss": 0.04046823781402509}
{"data_time": 0.00362491887062788, "eta_seconds": 7186.825794703094, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09373202990224266, "fast_rcnn/fg_cls_accuracy": 0.8879849812265331, "iteration": 26179, "loss_box_reg": 0.006224158089025877, "loss_cls": 0.02887954917969182, "loss_rpn_cls": 0.0006836797554115037, "loss_rpn_loc": 0.0011691376839735312, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5253978846594691, "total_loss": 0.0383982192752228}
{"data_time": 0.0035541378892958164, "eta_seconds": 7174.945202587638, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08125, "fast_rcnn/fg_cls_accuracy": 0.9119318181818181, "iteration": 26199, "loss_box_reg": 0.005816199030959979, "loss_cls": 0.032162594521651044, "loss_rpn_cls": 0.00037378166416601744, "loss_rpn_loc": 0.0009335635750176152, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5153190789278597, "total_loss": 0.03949540830274145}
{"data_time": 0.003472723066806793, "eta_seconds": 7164.547484737355, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.05887445887445887, "fast_rcnn/fg_cls_accuracy": 0.9411255411255411, "iteration": 26219, "loss_box_reg": 0.005818317673401907, "loss_cls": 0.031207407941110432, "loss_rpn_cls": 0.0008933589888329152, "loss_rpn_loc": 0.0011283196399745066, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5257972723338753, "total_loss": 0.039417153261297244}
{"data_time": 0.003501477185636759, "eta_seconds": 7153.031650690595, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16115196078431374, "fast_rcnn/fg_cls_accuracy": 0.8367647058823529, "iteration": 26239, "loss_box_reg": 0.0065438982855994254, "loss_cls": 0.03210287514957599, "loss_rpn_cls": 0.000611118587812598, "loss_rpn_loc": 0.0010889617824432207, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5152518949471414, "total_loss": 0.03908150798309862}
{"data_time": 0.0035646494943648577, "eta_seconds": 7142.6355578911025, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.067816091954023, "fast_rcnn/fg_cls_accuracy": 0.9321839080459771, "iteration": 26259, "loss_box_reg": 0.005795361212221906, "loss_cls": 0.030370515072718263, "loss_rpn_cls": 0.0004798851006739824, "loss_rpn_loc": 0.00097814677428687, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244428606238216, "total_loss": 0.039017277612629186}
{"data_time": 0.0034268354065716267, "eta_seconds": 7130.709729662398, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2105911330049261, "fast_rcnn/fg_cls_accuracy": 0.7894088669950738, "iteration": 26279, "loss_box_reg": 0.005738947351346724, "loss_cls": 0.03305693034781143, "loss_rpn_cls": 0.0005965938230474421, "loss_rpn_loc": 0.0011695056819007732, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522573793772608, "total_loss": 0.0409449804139399}
{"data_time": 0.0034638848155736923, "eta_seconds": 7120.315866635414, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18026315789473685, "fast_rcnn/fg_cls_accuracy": 0.8197368421052631, "iteration": 26299, "loss_box_reg": 0.006010574667016044, "loss_cls": 0.03101318160770461, "loss_rpn_cls": 0.0008254273980128346, "loss_rpn_loc": 0.001072204106094432, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.515995749970898, "total_loss": 0.03933284168465434}
{"data_time": 0.003871904918923974, "eta_seconds": 7110.293014767347, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2437062937062937, "fast_rcnn/fg_cls_accuracy": 0.7562937062937063, "iteration": 26319, "loss_box_reg": 0.005835008007124998, "loss_cls": 0.030426618264755234, "loss_rpn_cls": 0.0004872868383927198, "loss_rpn_loc": 0.0011981374773313291, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5219394045416266, "total_loss": 0.03840878912274093}
{"data_time": 0.003572884015738964, "eta_seconds": 7101.051186693134, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.05664830841856806, "fast_rcnn/fg_cls_accuracy": 0.943351691581432, "iteration": 26339, "loss_box_reg": 0.006319185718894005, "loss_cls": 0.03289343533106148, "loss_rpn_cls": 0.0007855956357616378, "loss_rpn_loc": 0.0011597931297728792, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518106801668182, "total_loss": 0.04238675864542074}
{"data_time": 0.0036832604091614485, "eta_seconds": 7092.286319009028, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19719251336898397, "fast_rcnn/fg_cls_accuracy": 0.7541478129713424, "iteration": 26359, "loss_box_reg": 0.00618259483599104, "loss_cls": 0.031430570845259354, "loss_rpn_cls": 0.0004848093402927134, "loss_rpn_loc": 0.0009292739541706396, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5250993706285954, "total_loss": 0.03992080885655014}
{"data_time": 0.0036029580514878035, "eta_seconds": 7084.41545472946, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21825396825396826, "fast_rcnn/fg_cls_accuracy": 0.7817460317460317, "iteration": 26379, "loss_box_reg": 0.0057670369278639555, "loss_cls": 0.03141599614173174, "loss_rpn_cls": 0.0009114884142320534, "loss_rpn_loc": 0.0012270136721781455, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5234152355697006, "total_loss": 0.040775847185500425}
{"data_time": 0.003533177077770233, "eta_seconds": 7068.7153931621, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10531135531135531, "fast_rcnn/fg_cls_accuracy": 0.8946886446886446, "iteration": 26399, "loss_box_reg": 0.005875769158592448, "loss_cls": 0.03230558420182206, "loss_rpn_cls": 0.0006253982906514466, "loss_rpn_loc": 0.0008718283697817242, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124448339920491, "total_loss": 0.04009519698172426}
{"data_time": 0.003460200969129801, "eta_seconds": 7057.929668582277, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18813131313131315, "fast_rcnn/fg_cls_accuracy": 0.8118686868686869, "iteration": 26419, "loss_box_reg": 0.006250901380553842, "loss_cls": 0.03324919365695678, "loss_rpn_cls": 0.0006392747952759237, "loss_rpn_loc": 0.001343398675089702, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5069195486139506, "total_loss": 0.041759862827177585}
{"data_time": 0.0036269763950258493, "eta_seconds": 7046.117796407547, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05303030303030303, "fast_rcnn/fg_cls_accuracy": 0.946969696969697, "iteration": 26439, "loss_box_reg": 0.005490298732183874, "loss_cls": 0.031824348465306684, "loss_rpn_cls": 0.0005851731995107912, "loss_rpn_loc": 0.000980245356913656, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5016058266628534, "total_loss": 0.04038971733550056}
{"data_time": 0.0034162509255111217, "eta_seconds": 7037.120360327419, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1318840579710145, "fast_rcnn/fg_cls_accuracy": 0.8681159420289855, "iteration": 26459, "loss_box_reg": 0.005792105905129574, "loss_cls": 0.03007218087441288, "loss_rpn_cls": 0.0006242353116476806, "loss_rpn_loc": 0.0010167945711145876, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5239538385067135, "total_loss": 0.037502562819099694}
{"data_time": 0.0034678152296692133, "eta_seconds": 7026.74818120175, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08101472995090017, "fast_rcnn/fg_cls_accuracy": 0.9189852700490999, "iteration": 26479, "loss_box_reg": 0.005727692347136326, "loss_cls": 0.03151151555357501, "loss_rpn_cls": 0.0007068020954648091, "loss_rpn_loc": 0.0009887385440379148, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.521651194198057, "total_loss": 0.03864871211794707}
{"data_time": 0.0036667445674538612, "eta_seconds": 7016.3772363655735, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.03485576923076923, "fast_rcnn/fg_cls_accuracy": 0.9651442307692308, "iteration": 26499, "loss_box_reg": 0.005749275893322192, "loss_cls": 0.030848675087327138, "loss_rpn_cls": 0.0006917552213963063, "loss_rpn_loc": 0.0012516205497377086, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5203501940704882, "total_loss": 0.03831993965860647}
{"data_time": 0.0035363594070076942, "eta_seconds": 7005.960522948066, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15563241106719367, "fast_rcnn/fg_cls_accuracy": 0.8443675889328064, "iteration": 26519, "loss_box_reg": 0.006184982092236169, "loss_cls": 0.03564482807996683, "loss_rpn_cls": 0.0007053696500634032, "loss_rpn_loc": 0.0009043827758432599, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5277829843107611, "total_loss": 0.04425519676374279}
{"data_time": 0.0036087138578295708, "eta_seconds": 6995.566693821223, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09808612440191387, "fast_rcnn/fg_cls_accuracy": 0.9019138755980861, "iteration": 26539, "loss_box_reg": 0.0060555210075108334, "loss_cls": 0.031119264109293, "loss_rpn_cls": 0.0007400180370495946, "loss_rpn_loc": 0.0012496213530539535, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5225162946153432, "total_loss": 0.04103926017774029}
{"data_time": 0.0034319458063691854, "eta_seconds": 6984.715817142976, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10097560975609757, "fast_rcnn/fg_cls_accuracy": 0.8990243902439025, "iteration": 26559, "loss_box_reg": 0.0062393295229412615, "loss_cls": 0.033008113416144624, "loss_rpn_cls": 0.0009231205831383704, "loss_rpn_loc": 0.00121315863361815, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5150288606528193, "total_loss": 0.04309516066132346}
{"data_time": 0.0034401342272758484, "eta_seconds": 6976.256234883331, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0981717011128776, "fast_rcnn/fg_cls_accuracy": 0.9018282988871225, "iteration": 26579, "loss_box_reg": 0.0059538134664762765, "loss_cls": 0.0326211875944864, "loss_rpn_cls": 0.0005127372857032242, "loss_rpn_loc": 0.0011327880201861262, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5206154671031982, "total_loss": 0.040190571453194934}
{"data_time": 0.0034211999736726284, "eta_seconds": 6965.860204431228, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16154970760233917, "fast_rcnn/fg_cls_accuracy": 0.8384502923976609, "iteration": 26599, "loss_box_reg": 0.0060526589513756335, "loss_cls": 0.03295912191970274, "loss_rpn_cls": 0.0007465256589966884, "loss_rpn_loc": 0.0012413696294970578, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5145921874791384, "total_loss": 0.04041076009059452}
{"data_time": 0.0032922956161201, "eta_seconds": 6953.969983128365, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0782520325203252, "fast_rcnn/fg_cls_accuracy": 0.9217479674796748, "iteration": 26619, "loss_box_reg": 0.005850720684975386, "loss_cls": 0.033064819348510355, "loss_rpn_cls": 0.0008817418047328829, "loss_rpn_loc": 0.0010010882560891332, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5129807000048459, "total_loss": 0.040247920259275816}
{"data_time": 0.0033635557629168034, "eta_seconds": 6943.576185978483, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09347826086956522, "fast_rcnn/fg_cls_accuracy": 0.9065217391304348, "iteration": 26639, "loss_box_reg": 0.005560892284847796, "loss_cls": 0.031790763430763036, "loss_rpn_cls": 0.0005831845327293195, "loss_rpn_loc": 0.0012320498735789442, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5163005031645298, "total_loss": 0.04161408980581882}
{"data_time": 0.00348827731795609, "eta_seconds": 6933.2037190601695, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09761904761904762, "fast_rcnn/fg_cls_accuracy": 0.9023809523809524, "iteration": 26659, "loss_box_reg": 0.005626674683298916, "loss_cls": 0.03171710338210687, "loss_rpn_cls": 0.0004999649418095942, "loss_rpn_loc": 0.0012649026284634601, "lr": 0.005, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5237206325400621, "total_loss": 0.04037303808695469}
{"data_time": 0.003660614602267742, "eta_seconds": 6922.3569228600245, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12333333333333332, "fast_rcnn/fg_cls_accuracy": 0.8766666666666667, "iteration": 26679, "loss_box_reg": 0.006317774867056869, "loss_cls": 0.03251434629783034, "loss_rpn_cls": 0.0006115845419571997, "loss_rpn_loc": 0.000941020181926433, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5192061546258628, "total_loss": 0.04051292164686515}
{"data_time": 0.0034996226895600557, "eta_seconds": 6912.41570776212, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15460526315789475, "fast_rcnn/fg_cls_accuracy": 0.8453947368421053, "iteration": 26699, "loss_box_reg": 0.005430499673821032, "loss_cls": 0.028970098996069282, "loss_rpn_cls": 0.0006062872539587261, "loss_rpn_loc": 0.001339838476269506, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189434443600476, "total_loss": 0.03695013352776755}
{"data_time": 0.003574573900550604, "eta_seconds": 6901.570624765707, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06091527520098949, "fast_rcnn/fg_cls_accuracy": 0.9328023892483823, "iteration": 26719, "loss_box_reg": 0.006086628229240887, "loss_cls": 0.030435221211519092, "loss_rpn_cls": 0.0009025951273997634, "loss_rpn_loc": 0.0011672789805743378, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176340460311621, "total_loss": 0.038085670564896645}
{"data_time": 0.003612471278756857, "eta_seconds": 6893.462102517253, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32654600301659126, "fast_rcnn/fg_cls_accuracy": 0.6734539969834088, "iteration": 26739, "loss_box_reg": 0.0058937654830515385, "loss_cls": 0.031362560723209754, "loss_rpn_cls": 0.0003695838599924173, "loss_rpn_loc": 0.001225177033120417, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5237997621297836, "total_loss": 0.038676063908042124}
{"data_time": 0.0037292339839041233, "eta_seconds": 6883.065507837338, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09761904761904762, "fast_rcnn/fg_cls_accuracy": 0.8973684210526316, "iteration": 26759, "loss_box_reg": 0.005635357432765886, "loss_cls": 0.032078029587864876, "loss_rpn_cls": 0.0006802874115692248, "loss_rpn_loc": 0.001244017719727708, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136379315517843, "total_loss": 0.040060694265775965}
{"data_time": 0.0032929822336882353, "eta_seconds": 6873.6832686304115, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10694444444444445, "fast_rcnn/fg_cls_accuracy": 0.8930555555555555, "iteration": 26779, "loss_box_reg": 0.005611302985926159, "loss_cls": 0.03540571831399575, "loss_rpn_cls": 0.0005270192300486087, "loss_rpn_loc": 0.0011275223587290384, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5213853179011494, "total_loss": 0.04342420007958481}
{"data_time": 0.003815758740529418, "eta_seconds": 6860.541720281821, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09413067552602436, "fast_rcnn/fg_cls_accuracy": 0.9058693244739756, "iteration": 26799, "loss_box_reg": 0.0057495515793561935, "loss_cls": 0.03196523923543282, "loss_rpn_cls": 0.0005255142710893779, "loss_rpn_loc": 0.0008889676782928291, "lr": 0.005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5089334440417588, "total_loss": 0.04166874108113916}
{"data_time": 0.003634927561506629, "eta_seconds": 6851.875723797595, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18579626972740315, "fast_rcnn/fg_cls_accuracy": 0.7952961672473868, "iteration": 26819, "loss_box_reg": 0.006048908922821283, "loss_cls": 0.03148088153102435, "loss_rpn_cls": 0.0006855258654923091, "loss_rpn_loc": 0.0010770270837383578, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5420541753992438, "total_loss": 0.04005237033288722}
{"data_time": 0.00347229209728539, "eta_seconds": 6840.198889605934, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.07870370370370369, "fast_rcnn/fg_cls_accuracy": 0.8746753246753247, "iteration": 26839, "loss_box_reg": 0.005910758613026701, "loss_cls": 0.029750199639238417, "loss_rpn_cls": 0.0004978651751343932, "loss_rpn_loc": 0.0012420016264513833, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155453926417977, "total_loss": 0.038603195929709955}
{"data_time": 0.003374322084710002, "eta_seconds": 6829.265078994213, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 26859, "loss_box_reg": 0.0061917904240544885, "loss_cls": 0.03012950165430084, "loss_rpn_cls": 0.0009694544804688121, "loss_rpn_loc": 0.0012363025070953881, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5146352674346417, "total_loss": 0.03933645238083727}
{"data_time": 0.003736963029950857, "eta_seconds": 6817.557127181441, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13049645390070921, "fast_rcnn/fg_cls_accuracy": 0.8601626016260162, "iteration": 26879, "loss_box_reg": 0.005926697820541449, "loss_cls": 0.03484311557258479, "loss_rpn_cls": 0.0010045161611742515, "loss_rpn_loc": 0.0010416967270430177, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5197003330104053, "total_loss": 0.042455385433186166}
{"data_time": 0.0036976300179958344, "eta_seconds": 6807.165301669389, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11513157894736842, "fast_rcnn/fg_cls_accuracy": 0.8848684210526316, "iteration": 26899, "loss_box_reg": 0.0063035470666363835, "loss_cls": 0.02993636974133551, "loss_rpn_cls": 0.0005374776175131046, "loss_rpn_loc": 0.0011664654357446125, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5156556863803416, "total_loss": 0.03835730626860823}
{"data_time": 0.0034733954817056656, "eta_seconds": 6795.082664084854, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.0699523052464229, "fast_rcnn/fg_cls_accuracy": 0.8624801271860095, "iteration": 26919, "loss_box_reg": 0.00603817256342154, "loss_cls": 0.03113968050456606, "loss_rpn_cls": 0.000754358782160125, "loss_rpn_loc": 0.0009408255737071158, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5117512794677168, "total_loss": 0.03996090640373495}
{"data_time": 0.0034485270734876394, "eta_seconds": 6783.150693478761, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12202380952380952, "fast_rcnn/fg_cls_accuracy": 0.8597222222222223, "iteration": 26939, "loss_box_reg": 0.0060693630803143606, "loss_cls": 0.028556912700878456, "loss_rpn_cls": 0.000697321127631767, "loss_rpn_loc": 0.0011274379667156609, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5160472854040563, "total_loss": 0.036222313569510334}
{"data_time": 0.003451065393164754, "eta_seconds": 6768.26519488357, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.043557168784029036, "fast_rcnn/fg_cls_accuracy": 0.9541871921182266, "iteration": 26959, "loss_box_reg": 0.0059293475351296365, "loss_cls": 0.03330832454957999, "loss_rpn_cls": 0.0004892096419553127, "loss_rpn_loc": 0.0010673198212316493, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212421379983425, "total_loss": 0.040912303406457795}
{"data_time": 0.003409360069781542, "eta_seconds": 6759.9949706348125, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1437908496732026, "fast_rcnn/fg_cls_accuracy": 0.8562091503267973, "iteration": 26979, "loss_box_reg": 0.006061042076908052, "loss_cls": 0.031170490372460335, "loss_rpn_cls": 0.0006351409424496524, "loss_rpn_loc": 0.0011675085515889805, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5313651603646576, "total_loss": 0.03920950014708069}
{"data_time": 0.003690068842843175, "eta_seconds": 6744.584252013126, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8803571428571428, "iteration": 26999, "loss_box_reg": 0.005836824610014446, "loss_cls": 0.032763268100097775, "loss_rpn_cls": 0.0008832709586386045, "loss_rpn_loc": 0.001208397939990391, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5174696913454682, "total_loss": 0.04054112745848215}
{"data_time": 0.003407483920454979, "eta_seconds": 6733.17151188408, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8803571428571428, "iteration": 27019, "loss_box_reg": 0.006319333435385488, "loss_cls": 0.033364840724971145, "loss_rpn_cls": 0.000828130076342859, "loss_rpn_loc": 0.0012933336438436527, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5218074433505535, "total_loss": 0.041439524231236646}
{"data_time": 0.0037850302178412676, "eta_seconds": 6726.7452795710415, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13095238095238093, "fast_rcnn/fg_cls_accuracy": 0.8690476190476191, "iteration": 27039, "loss_box_reg": 0.005999920380418189, "loss_cls": 0.033802339603425935, "loss_rpn_cls": 0.0009353895308095161, "loss_rpn_loc": 0.001263931902940385, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5273861698806286, "total_loss": 0.04186333328084402}
{"data_time": 0.0035521734971553087, "eta_seconds": 6716.365300742909, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1247086247086247, "fast_rcnn/fg_cls_accuracy": 0.8752913752913754, "iteration": 27059, "loss_box_reg": 0.005912866996368393, "loss_cls": 0.03233290553907864, "loss_rpn_cls": 0.0005648488321412515, "loss_rpn_loc": 0.0010608281645545503, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5202289123553783, "total_loss": 0.04047612942520118}
{"data_time": 0.0035960220266133547, "eta_seconds": 6703.082310611615, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13247863247863248, "fast_rcnn/fg_cls_accuracy": 0.8675213675213675, "iteration": 27079, "loss_box_reg": 0.005743612317019142, "loss_cls": 0.029325042036361992, "loss_rpn_cls": 0.0006429253016904113, "loss_rpn_loc": 0.0012951315384270856, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5148108648136258, "total_loss": 0.03806841875257305}
{"data_time": 0.0037790874484926462, "eta_seconds": 6694.697655456839, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12101449275362319, "fast_rcnn/fg_cls_accuracy": 0.8423645320197044, "iteration": 27099, "loss_box_reg": 0.005985599782434292, "loss_cls": 0.030497799103613943, "loss_rpn_cls": 0.0005727951532890074, "loss_rpn_loc": 0.0010226131744275335, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348704645875841, "total_loss": 0.03896939958895018}
{"data_time": 0.003642819356173277, "eta_seconds": 6685.225364258513, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06125, "fast_rcnn/fg_cls_accuracy": 0.93875, "iteration": 27119, "loss_box_reg": 0.006174831549287774, "loss_cls": 0.03223873971728608, "loss_rpn_cls": 0.0004502327668944872, "loss_rpn_loc": 0.0011942269011342432, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5310057080350816, "total_loss": 0.041142270550494686}
{"data_time": 0.003518707351759076, "eta_seconds": 6682.46339552477, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10882352941176471, "fast_rcnn/fg_cls_accuracy": 0.8426888426888427, "iteration": 27139, "loss_box_reg": 0.005738194988225587, "loss_cls": 0.029874739673687145, "loss_rpn_cls": 0.0007159376161212094, "loss_rpn_loc": 0.0011767768010031432, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5279619561042637, "total_loss": 0.03759053260205292}
{"data_time": 0.003637059824541211, "eta_seconds": 6675.231965985848, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.12337662337662338, "fast_rcnn/fg_cls_accuracy": 0.8766233766233766, "iteration": 27159, "loss_box_reg": 0.006355062563670799, "loss_cls": 0.03193980993819423, "loss_rpn_cls": 0.0011079069539050579, "loss_rpn_loc": 0.0009485806513112038, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5204339162446558, "total_loss": 0.04076328508540428}
{"data_time": 0.0033526166807860136, "eta_seconds": 6664.835218121996, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09572649572649572, "fast_rcnn/fg_cls_accuracy": 0.8797524314765695, "iteration": 27179, "loss_box_reg": 0.006374710312229581, "loss_cls": 0.03321062331087887, "loss_rpn_cls": 0.0008003363195712154, "loss_rpn_loc": 0.0010921786561084446, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.523313767509535, "total_loss": 0.040254638337387405}
{"data_time": 0.0034174739848822355, "eta_seconds": 6654.438470258145, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06702702702702704, "fast_rcnn/fg_cls_accuracy": 0.932972972972973, "iteration": 27199, "loss_box_reg": 0.006519376824144274, "loss_cls": 0.028813939046813175, "loss_rpn_cls": 0.00043112574991255315, "loss_rpn_loc": 0.0014481499274552334, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5137509072665125, "total_loss": 0.03711082698680457}
{"data_time": 0.003469326999038458, "eta_seconds": 6647.634368330939, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13389328063241107, "fast_rcnn/fg_cls_accuracy": 0.8563519813519813, "iteration": 27219, "loss_box_reg": 0.006164059886941686, "loss_cls": 0.03460955171613023, "loss_rpn_cls": 0.0004743425886317709, "loss_rpn_loc": 0.0009901599769364111, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5230720955878496, "total_loss": 0.04249658659546185}
{"data_time": 0.003428828902542591, "eta_seconds": 6638.19932543207, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.06573275862068965, "fast_rcnn/fg_cls_accuracy": 0.9342672413793103, "iteration": 27239, "loss_box_reg": 0.005592970541329123, "loss_cls": 0.03176626403001137, "loss_rpn_cls": 0.0011689689072227338, "loss_rpn_loc": 0.0008436961525148945, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5210673070978373, "total_loss": 0.0389482798653944}
{"data_time": 0.0034190663136541843, "eta_seconds": 6628.962975040544, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08461538461538462, "fast_rcnn/fg_cls_accuracy": 0.9153846153846155, "iteration": 27259, "loss_box_reg": 0.0060167027986608446, "loss_cls": 0.03308531778748147, "loss_rpn_cls": 0.0006083408068207063, "loss_rpn_loc": 0.0009700988430267898, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5283229285851121, "total_loss": 0.04025232333435724}
{"data_time": 0.0034851410891860723, "eta_seconds": 6618.557256533299, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09901960784313726, "fast_rcnn/fg_cls_accuracy": 0.9009803921568628, "iteration": 27279, "loss_box_reg": 0.005912800115766004, "loss_cls": 0.03051143471384421, "loss_rpn_cls": 0.0009601703455928146, "loss_rpn_loc": 0.0011568424761208007, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5183594636619091, "total_loss": 0.038915255382562464}
{"data_time": 0.003458821913227439, "eta_seconds": 6609.3437436944805, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09548872180451128, "fast_rcnn/fg_cls_accuracy": 0.8764976958525346, "iteration": 27299, "loss_box_reg": 0.005954439926426858, "loss_cls": 0.03154103847919032, "loss_rpn_cls": 0.0007182690308127349, "loss_rpn_loc": 0.0011322549116812297, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5207622270099819, "total_loss": 0.04008030592660816}
{"data_time": 0.003399468958377838, "eta_seconds": 6600.735582161229, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07542426147077311, "fast_rcnn/fg_cls_accuracy": 0.9110622250157134, "iteration": 27319, "loss_box_reg": 0.005586892977589741, "loss_cls": 0.02952570526394993, "loss_rpn_cls": 0.0008014276036192314, "loss_rpn_loc": 0.0009837518991844263, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5258700530976057, "total_loss": 0.03757866840066981}
{"data_time": 0.003742896020412445, "eta_seconds": 6591.512428993592, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11237373737373738, "fast_rcnn/fg_cls_accuracy": 0.875139146567718, "iteration": 27339, "loss_box_reg": 0.005659308022586629, "loss_cls": 0.03335309066460468, "loss_rpn_cls": 0.0007996316859362196, "loss_rpn_loc": 0.0009849099315033527, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5243324295151979, "total_loss": 0.04124944953355225}
{"data_time": 0.0039891754277050495, "eta_seconds": 6581.100119651528, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1282894736842105, "fast_rcnn/fg_cls_accuracy": 0.8601364522417154, "iteration": 27359, "loss_box_reg": 0.006023236797773279, "loss_cls": 0.030848505528410897, "loss_rpn_cls": 0.0006686592932965141, "loss_rpn_loc": 0.001283583405893296, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5247795048635453, "total_loss": 0.04068600947812229}
{"data_time": 0.003634182969108224, "eta_seconds": 6569.50428061327, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8568548387096775, "iteration": 27379, "loss_box_reg": 0.0059879335458390415, "loss_cls": 0.030162595241563395, "loss_rpn_cls": 0.0007114548867548365, "loss_rpn_loc": 0.0013462972492561676, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5228410379495472, "total_loss": 0.03812029379315618}
{"data_time": 0.003557170508429408, "eta_seconds": 6560.366821505828, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1039136302294197, "fast_rcnn/fg_cls_accuracy": 0.8928571428571429, "iteration": 27399, "loss_box_reg": 0.005587486462900415, "loss_cls": 0.032925993349635974, "loss_rpn_cls": 0.0007628079997772375, "loss_rpn_loc": 0.0011705090146278962, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148883382789791, "total_loss": 0.04197110173964802}
{"data_time": 0.0034029539674520493, "eta_seconds": 6550.546229422092, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21072931276297335, "fast_rcnn/fg_cls_accuracy": 0.7717121588089331, "iteration": 27419, "loss_box_reg": 0.005572085705352947, "loss_cls": 0.027344787755282596, "loss_rpn_cls": 0.0006558729343737468, "loss_rpn_loc": 0.0010829553666553693, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5212043633218855, "total_loss": 0.0347590565511382}
{"data_time": 0.003660802962258458, "eta_seconds": 6540.132834255695, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.13859020310633213, "fast_rcnn/fg_cls_accuracy": 0.8614097968936678, "iteration": 27439, "loss_box_reg": 0.005810803282656707, "loss_cls": 0.03106201224727556, "loss_rpn_cls": 0.00048433250310608855, "loss_rpn_loc": 0.001194676258819527, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5105315027758479, "total_loss": 0.03835120023855154}
{"data_time": 0.0034663411788642406, "eta_seconds": 6529.314868312562, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10760401721664276, "fast_rcnn/fg_cls_accuracy": 0.8514328808446455, "iteration": 27459, "loss_box_reg": 0.005978359884466045, "loss_cls": 0.02892893907846883, "loss_rpn_cls": 0.0006404467608263076, "loss_rpn_loc": 0.0010402179323136806, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5219807515386492, "total_loss": 0.037779292356106}
{"data_time": 0.0035857155453413725, "eta_seconds": 6519.306043922901, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14569256756756757, "fast_rcnn/fg_cls_accuracy": 0.8543074324324325, "iteration": 27479, "loss_box_reg": 0.005580164463026449, "loss_cls": 0.03210743053932674, "loss_rpn_cls": 0.0007580528709354439, "loss_rpn_loc": 0.0010052290772364358, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5227468395605683, "total_loss": 0.04020887748492896}
{"data_time": 0.0034214104525744915, "eta_seconds": 6508.892648756504, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1125, "fast_rcnn/fg_cls_accuracy": 0.8685344827586207, "iteration": 27499, "loss_box_reg": 0.005705926625523716, "loss_cls": 0.03197163323056884, "loss_rpn_cls": 0.0006142107782807216, "loss_rpn_loc": 0.0011106570109404856, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214895219542086, "total_loss": 0.03995539654681579}
{"data_time": 0.0033343504182994366, "eta_seconds": 6497.801644915016, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8956442831215972, "iteration": 27519, "loss_box_reg": 0.00596583574952092, "loss_cls": 0.03198234745650552, "loss_rpn_cls": 0.0008027216039749874, "loss_rpn_loc": 0.0009864440107776318, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5082528989296407, "total_loss": 0.040610331639413744}
{"data_time": 0.0034493696875870228, "eta_seconds": 6486.220809818711, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2175925925925926, "fast_rcnn/fg_cls_accuracy": 0.7824074074074074, "iteration": 27539, "loss_box_reg": 0.005773785262135789, "loss_cls": 0.03083111860905774, "loss_rpn_cls": 0.00046532032490631536, "loss_rpn_loc": 0.0010803210534504615, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5160142942331731, "total_loss": 0.03908487115438675}
{"data_time": 0.003430101554840803, "eta_seconds": 6476.977026230888, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.039230769230769236, "fast_rcnn/fg_cls_accuracy": 0.9607692307692308, "iteration": 27559, "loss_box_reg": 0.005825171087053604, "loss_cls": 0.03164194681448862, "loss_rpn_cls": 0.0009075282073069957, "loss_rpn_loc": 0.0012290710728848353, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5172847541980445, "total_loss": 0.04023204554357562}
{"data_time": 0.0035686602350324392, "eta_seconds": 6467.62680868106, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.08652482269503546, "fast_rcnn/fg_cls_accuracy": 0.9134751773049645, "iteration": 27579, "loss_box_reg": 0.005735379410907626, "loss_cls": 0.03402785741491243, "loss_rpn_cls": 0.0007171286434868307, "loss_rpn_loc": 0.0009827298226809944, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.52566007967107, "total_loss": 0.042299172269508745}
{"data_time": 0.0035449860151857138, "eta_seconds": 6457.212789183948, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11664244186046512, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 27599, "loss_box_reg": 0.005471383599797264, "loss_cls": 0.029314876621356234, "loss_rpn_cls": 0.0005963424046058208, "loss_rpn_loc": 0.0009777922350622248, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5173457495402545, "total_loss": 0.037916884045671395}
{"data_time": 0.0034698660019785166, "eta_seconds": 6446.798769686837, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13397129186602869, "fast_rcnn/fg_cls_accuracy": 0.8660287081339713, "iteration": 27619, "loss_box_reg": 0.005643629207042977, "loss_cls": 0.03198535749106668, "loss_rpn_cls": 0.001111960494995401, "loss_rpn_loc": 0.0013381450953602325, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5127213296946138, "total_loss": 0.04135631564062692}
{"data_time": 0.0035463357344269753, "eta_seconds": 6438.2457697507925, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2133838383838384, "fast_rcnn/fg_cls_accuracy": 0.7866161616161615, "iteration": 27639, "loss_box_reg": 0.006069486000342295, "loss_cls": 0.03320171302766539, "loss_rpn_cls": 0.0008251699737229501, "loss_rpn_loc": 0.0011954434048675466, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5212985675316304, "total_loss": 0.04190135007445406}
{"data_time": 0.003552495501935482, "eta_seconds": 6428.696940127993, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 27659, "loss_box_reg": 0.00636352073343005, "loss_cls": 0.032287426496623084, "loss_rpn_cls": 0.000977206843174372, "loss_rpn_loc": 0.0011917303800146328, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5269896469544619, "total_loss": 0.04257913072149222}
{"data_time": 0.003534404095262289, "eta_seconds": 6418.278502497124, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.6921052631578948, "iteration": 27679, "loss_box_reg": 0.00586195444338955, "loss_cls": 0.03488506891881116, "loss_rpn_cls": 0.000984996748343292, "loss_rpn_loc": 0.0010071004544442985, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5105821865145117, "total_loss": 0.04227055519834266}
{"data_time": 0.0037355003878474236, "eta_seconds": 6408.326718811877, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06688839615668885, "fast_rcnn/fg_cls_accuracy": 0.9331116038433112, "iteration": 27699, "loss_box_reg": 0.005997576634399593, "loss_cls": 0.031081029592314735, "loss_rpn_cls": 0.0011698392718244577, "loss_rpn_loc": 0.0016227039395744214, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5240972449537367, "total_loss": 0.04144401292063549}
{"data_time": 0.0034418320283293724, "eta_seconds": 6397.907522455789, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16951566951566951, "fast_rcnn/fg_cls_accuracy": 0.8101851851851851, "iteration": 27719, "loss_box_reg": 0.006063257082132623, "loss_cls": 0.03327526990324259, "loss_rpn_cls": 0.0007028324312159384, "loss_rpn_loc": 0.0009913234480336541, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5170843922533095, "total_loss": 0.04219929289280344}
{"data_time": 0.0033771959133446217, "eta_seconds": 6385.372889259132, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.08830950378469302, "fast_rcnn/fg_cls_accuracy": 0.911690496215307, "iteration": 27739, "loss_box_reg": 0.00613039915333502, "loss_cls": 0.03229906267370097, "loss_rpn_cls": 0.0006062835109332809, "loss_rpn_loc": 0.0010210560885752784, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221753884106874, "total_loss": 0.04021653566189798}
{"data_time": 0.003670775331556797, "eta_seconds": 6375.743586078752, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1527777777777778, "fast_rcnn/fg_cls_accuracy": 0.8472222222222223, "iteration": 27759, "loss_box_reg": 0.006252686886000447, "loss_cls": 0.03134755766950548, "loss_rpn_cls": 0.0008743613756223567, "loss_rpn_loc": 0.0010145203068532282, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5144016647245735, "total_loss": 0.04023116385553749}
{"data_time": 0.003559667384251952, "eta_seconds": 6363.486613709945, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06984478935698449, "fast_rcnn/fg_cls_accuracy": 0.9301552106430155, "iteration": 27779, "loss_box_reg": 0.0057102015416603535, "loss_cls": 0.030776930681895465, "loss_rpn_cls": 0.0004742692393620018, "loss_rpn_loc": 0.0009060006541403709, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5113591139670461, "total_loss": 0.03821650589179626}
{"data_time": 0.0035769508685916662, "eta_seconds": 6353.072594212834, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08893280632411067, "fast_rcnn/fg_cls_accuracy": 0.9110671936758893, "iteration": 27799, "loss_box_reg": 0.00575017390656285, "loss_cls": 0.02902311904472299, "loss_rpn_cls": 0.0006723666476204926, "loss_rpn_loc": 0.0008943394332163734, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5135088856332004, "total_loss": 0.0368059884551144}
{"data_time": 0.003329110099002719, "eta_seconds": 6339.424391072011, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.059027777777777776, "fast_rcnn/fg_cls_accuracy": 0.9232954545454546, "iteration": 27819, "loss_box_reg": 0.005902993929339573, "loss_cls": 0.032391450193244964, "loss_rpn_cls": 0.00048001742948144965, "loss_rpn_loc": 0.000857854307469097, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203035676386207, "total_loss": 0.039674689381286043}
{"data_time": 0.0035117894876748323, "eta_seconds": 6329.0156817852985, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1858974358974359, "fast_rcnn/fg_cls_accuracy": 0.8141025641025641, "iteration": 27839, "loss_box_reg": 0.005769763884018175, "loss_cls": 0.03148173226509243, "loss_rpn_cls": 0.0007648272076039575, "loss_rpn_loc": 0.0009127333978540264, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5129239943344146, "total_loss": 0.04058631370025978}
{"data_time": 0.0035630071070045233, "eta_seconds": 6321.8305357214995, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.05505279034690799, "fast_rcnn/fg_cls_accuracy": 0.9264705882352942, "iteration": 27859, "loss_box_reg": 0.005867730986210518, "loss_cls": 0.031521933240583166, "loss_rpn_cls": 0.0006543283346900353, "loss_rpn_loc": 0.001141509530498297, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214913617819548, "total_loss": 0.03978656277300274}
{"data_time": 0.0034096352756023407, "eta_seconds": 6311.725190634374, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.12896825396825395, "fast_rcnn/fg_cls_accuracy": 0.871031746031746, "iteration": 27879, "loss_box_reg": 0.00587482689297758, "loss_cls": 0.03078780011855997, "loss_rpn_cls": 0.0006401193006695394, "loss_rpn_loc": 0.001294493210480141, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5194435995072126, "total_loss": 0.03973622972276303}
{"data_time": 0.003479091916233301, "eta_seconds": 6301.3106618155725, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10683760683760683, "fast_rcnn/fg_cls_accuracy": 0.8931623931623931, "iteration": 27899, "loss_box_reg": 0.006336869788356125, "loss_cls": 0.03179473432828672, "loss_rpn_cls": 0.0005971292035269471, "loss_rpn_loc": 0.0012524928879429353, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5189055288210511, "total_loss": 0.039642143999572}
{"data_time": 0.0034082375932484865, "eta_seconds": 6287.38084463845, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 27919, "loss_box_reg": 0.0062268022884381935, "loss_cls": 0.03163362154737115, "loss_rpn_cls": 0.0007513796623470625, "loss_rpn_loc": 0.001284914416828542, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5060825843829662, "total_loss": 0.04000654597155062}
{"data_time": 0.003427254967391491, "eta_seconds": 6278.537996436469, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14791666666666667, "fast_rcnn/fg_cls_accuracy": 0.8467261904761905, "iteration": 27939, "loss_box_reg": 0.00547624405589886, "loss_cls": 0.03104736394016072, "loss_rpn_cls": 0.0008145368798295749, "loss_rpn_loc": 0.001210164926305879, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5189807512797415, "total_loss": 0.038532127952976225}
{"data_time": 0.0036062360741198063, "eta_seconds": 6270.067075359169, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11128205128205128, "fast_rcnn/fg_cls_accuracy": 0.8887179487179487, "iteration": 27959, "loss_box_reg": 0.005622159835183993, "loss_cls": 0.029932909703347832, "loss_rpn_cls": 0.0007547305751813838, "loss_rpn_loc": 0.000982441678388568, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5215372710954398, "total_loss": 0.03772327626683136}
{"data_time": 0.0036058516707271338, "eta_seconds": 6259.652546540368, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07916666666666666, "fast_rcnn/fg_cls_accuracy": 0.9183823529411765, "iteration": 27979, "loss_box_reg": 0.0059158666408620775, "loss_cls": 0.02764818028663285, "loss_rpn_cls": 0.0004625273197120805, "loss_rpn_loc": 0.0010159515568375355, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5239374239463359, "total_loss": 0.03472863473666621}
{"data_time": 0.003144583199173212, "eta_seconds": 6250.73921873467, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11595466434176112, "fast_rcnn/fg_cls_accuracy": 0.884045335658239, "iteration": 27999, "loss_box_reg": 0.006433304064557888, "loss_cls": 0.031880404509138316, "loss_rpn_cls": 0.00033642747234807757, "loss_rpn_loc": 0.0010163056085730204, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5260841907002032, "total_loss": 0.040975597403303254}
{"data_time": 0.0034930335823446512, "eta_seconds": 6239.552449736046, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07916666666666666, "fast_rcnn/fg_cls_accuracy": 0.9208333333333334, "iteration": 28019, "loss_box_reg": 0.006074959062971175, "loss_cls": 0.03164821345126256, "loss_rpn_cls": 0.0007422165035677608, "loss_rpn_loc": 0.0010027423759311205, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5155894483905286, "total_loss": 0.03849205344971551}
{"data_time": 0.003422177629545331, "eta_seconds": 6226.481467156671, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1462121212121212, "fast_rcnn/fg_cls_accuracy": 0.8537878787878788, "iteration": 28039, "loss_box_reg": 0.0059591489407466725, "loss_cls": 0.033828843967057765, "loss_rpn_cls": 0.0004013545730003898, "loss_rpn_loc": 0.0011038248676413787, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5176632395014167, "total_loss": 0.04170603346159396}
{"data_time": 0.003332820488139987, "eta_seconds": 6216.070161300711, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.055944055944055944, "fast_rcnn/fg_cls_accuracy": 0.9440559440559441, "iteration": 28059, "loss_box_reg": 0.005667537523549981, "loss_cls": 0.03125490073580295, "loss_rpn_cls": 0.0005969351935846134, "loss_rpn_loc": 0.0009605399918655166, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5125499344430864, "total_loss": 0.038451636812851575}
{"data_time": 0.0036264783702790737, "eta_seconds": 6209.66449737642, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1714546283629731, "fast_rcnn/fg_cls_accuracy": 0.8102025506376593, "iteration": 28079, "loss_box_reg": 0.005482480293721892, "loss_cls": 0.029954449535580352, "loss_rpn_cls": 0.0007773709882599178, "loss_rpn_loc": 0.0011656702790787676, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5234403195790946, "total_loss": 0.03653498933999799}
{"data_time": 0.0035050674341619015, "eta_seconds": 6197.889467015164, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.06742424242424241, "fast_rcnn/fg_cls_accuracy": 0.9325757575757576, "iteration": 28099, "loss_box_reg": 0.00569569667277392, "loss_cls": 0.030866558314301074, "loss_rpn_cls": 0.0006396886010406888, "loss_rpn_loc": 0.000977119660092285, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5208510931115597, "total_loss": 0.039125546626564756}
{"data_time": 0.003482866333797574, "eta_seconds": 6188.23703506263, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.12454212454212454, "fast_rcnn/fg_cls_accuracy": 0.8754578754578755, "iteration": 28119, "loss_box_reg": 0.005730114789912477, "loss_cls": 0.03007172283832915, "loss_rpn_cls": 0.0004635323105048883, "loss_rpn_loc": 0.000937737380809267, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5232893615029752, "total_loss": 0.03765444287637365}
{"data_time": 0.003556598909199238, "eta_seconds": 6177.057975654723, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1247104247104247, "fast_rcnn/fg_cls_accuracy": 0.8752895752895753, "iteration": 28139, "loss_box_reg": 0.005685125463060103, "loss_cls": 0.0323682003072463, "loss_rpn_cls": 0.0009629100458141693, "loss_rpn_loc": 0.0010056892688226071, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5244111507199705, "total_loss": 0.0399396737132065}
{"data_time": 0.0036463174037635326, "eta_seconds": 6164.418666228186, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3164627363737486, "fast_rcnn/fg_cls_accuracy": 0.664796633941094, "iteration": 28159, "loss_box_reg": 0.005973287450615317, "loss_cls": 0.03280146303586662, "loss_rpn_cls": 0.0004898152610621764, "loss_rpn_loc": 0.0011039458822779125, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5184215325862169, "total_loss": 0.04106002352057203}
{"data_time": 0.003612749045714736, "eta_seconds": 6156.226484294282, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 28179, "loss_box_reg": 0.0060396548942662776, "loss_cls": 0.02848709563841112, "loss_rpn_cls": 0.0009724726716058285, "loss_rpn_loc": 0.0012906253959954483, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5276829800568521, "total_loss": 0.037063180527638906}
{"data_time": 0.0037146012764424086, "eta_seconds": 6147.156340369023, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18977272727272726, "fast_rcnn/fg_cls_accuracy": 0.8102272727272727, "iteration": 28199, "loss_box_reg": 0.005553533075726591, "loss_cls": 0.03001421011867933, "loss_rpn_cls": 0.0005906641404180846, "loss_rpn_loc": 0.0010638700896379305, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5153732711914927, "total_loss": 0.038020258018491404}
{"data_time": 0.0035715256817638874, "eta_seconds": 6136.738314201124, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.055944055944055944, "fast_rcnn/fg_cls_accuracy": 0.9440559440559441, "iteration": 28219, "loss_box_reg": 0.005967753386357799, "loss_cls": 0.033302801253739744, "loss_rpn_cls": 0.0010038793128614998, "loss_rpn_loc": 0.0009110514893109212, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308821862563491, "total_loss": 0.04096775906435823}
{"data_time": 0.0036598648875951767, "eta_seconds": 6125.734851390589, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1337767923133777, "fast_rcnn/fg_cls_accuracy": 0.8643292682926829, "iteration": 28239, "loss_box_reg": 0.005816126460558735, "loss_cls": 0.03062214091187343, "loss_rpn_cls": 0.000932711282132459, "loss_rpn_loc": 0.0009659016541263554, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5152849555015564, "total_loss": 0.0393367482145095}
{"data_time": 0.0037334382068365812, "eta_seconds": 6115.317820778582, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.08759590792838876, "fast_rcnn/fg_cls_accuracy": 0.9124040920716112, "iteration": 28259, "loss_box_reg": 0.005943595489952713, "loss_cls": 0.03683858321164735, "loss_rpn_cls": 0.0008044480882176686, "loss_rpn_loc": 0.0012155877775512636, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5254348898306489, "total_loss": 0.04580760898886638}
{"data_time": 0.003541499376296997, "eta_seconds": 6104.14775589318, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.08786741713570981, "fast_rcnn/fg_cls_accuracy": 0.8877423389618512, "iteration": 28279, "loss_box_reg": 0.005534960946533829, "loss_cls": 0.03134055936243385, "loss_rpn_cls": 0.0007860750644113068, "loss_rpn_loc": 0.00077917127055116, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5103285245131701, "total_loss": 0.03919891035712908}
{"data_time": 0.003593480447307229, "eta_seconds": 6094.551696704468, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.04904306220095694, "fast_rcnn/fg_cls_accuracy": 0.950956937799043, "iteration": 28299, "loss_box_reg": 0.005668938232702203, "loss_cls": 0.032228192721959203, "loss_rpn_cls": 0.000782689363290956, "loss_rpn_loc": 0.001129137188399909, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5233930754475296, "total_loss": 0.04061310082164482}
{"data_time": 0.003417185042053461, "eta_seconds": 6083.316264532739, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.0693866943866944, "fast_rcnn/fg_cls_accuracy": 0.9306133056133057, "iteration": 28319, "loss_box_reg": 0.006199686002219096, "loss_cls": 0.02985256037209183, "loss_rpn_cls": 0.0004607304236969867, "loss_rpn_loc": 0.0011236542341066524, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5222144566942006, "total_loss": 0.038315413741202065}
{"data_time": 0.00335056078620255, "eta_seconds": 6067.259902233956, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17230443974630022, "fast_rcnn/fg_cls_accuracy": 0.8276955602536998, "iteration": 28339, "loss_box_reg": 0.005827877510455437, "loss_cls": 0.03303366026375443, "loss_rpn_cls": 0.000648235356720761, "loss_rpn_loc": 0.0011047121315641562, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143670055549592, "total_loss": 0.04023430480657453}
{"data_time": 0.003834025701507926, "eta_seconds": 6056.254736280534, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.04878048780487805, "fast_rcnn/fg_cls_accuracy": 0.9361360718870346, "iteration": 28359, "loss_box_reg": 0.006041059590643272, "loss_cls": 0.0324461956624873, "loss_rpn_cls": 0.000997288464986923, "loss_rpn_loc": 0.0009448266773688374, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.518337614601478, "total_loss": 0.04035479322601532}
{"data_time": 0.0034498388413339853, "eta_seconds": 6045.849694211502, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10944976076555024, "fast_rcnn/fg_cls_accuracy": 0.8786656891495601, "iteration": 28379, "loss_box_reg": 0.0062930321582825854, "loss_cls": 0.03359572449699044, "loss_rpn_cls": 0.0006797932713880073, "loss_rpn_loc": 0.0010722294937295374, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5224330248311162, "total_loss": 0.04091598920030037}
{"data_time": 0.0034950270783156157, "eta_seconds": 6034.613471302902, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 28399, "loss_box_reg": 0.005392232968006283, "loss_cls": 0.03048936079721898, "loss_rpn_cls": 0.0008482468341526328, "loss_rpn_loc": 0.0010392657495685853, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5161135147791356, "total_loss": 0.037871991826648355}
{"data_time": 0.003604121506214142, "eta_seconds": 6024.209862180753, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19631410256410256, "fast_rcnn/fg_cls_accuracy": 0.7585470085470085, "iteration": 28419, "loss_box_reg": 0.006001523739541881, "loss_cls": 0.03208018883015029, "loss_rpn_cls": 0.0006212845427171487, "loss_rpn_loc": 0.0008296187261294108, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198821809608489, "total_loss": 0.04085492416015768}
{"data_time": 0.0037185875698924065, "eta_seconds": 6014.634568004403, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22737556561085975, "fast_rcnn/fg_cls_accuracy": 0.7726244343891402, "iteration": 28439, "loss_box_reg": 0.006003115515341051, "loss_cls": 0.032132708496646956, "loss_rpn_cls": 0.0009440410043453085, "loss_rpn_loc": 0.0010786188340716762, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5192710622213781, "total_loss": 0.04044414545660402}
{"data_time": 0.0034367700573056936, "eta_seconds": 6003.032052752562, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1039426523297491, "fast_rcnn/fg_cls_accuracy": 0.8702664796633941, "iteration": 28459, "loss_box_reg": 0.005992427148157731, "loss_cls": 0.032398101582657546, "loss_rpn_cls": 0.0006039828209054576, "loss_rpn_loc": 0.0011095343543274794, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5141048191580921, "total_loss": 0.03952125525830752}
{"data_time": 0.0035002869553864002, "eta_seconds": 5991.12407502532, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.27414634146341466, "fast_rcnn/fg_cls_accuracy": 0.7258536585365853, "iteration": 28479, "loss_box_reg": 0.005918856186326593, "loss_cls": 0.03202298504766077, "loss_rpn_cls": 0.0005009947892631317, "loss_rpn_loc": 0.001034706378050032, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5115893429610878, "total_loss": 0.039481500669126035}
{"data_time": 0.003359426511451602, "eta_seconds": 5980.723720759153, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08202687569988801, "fast_rcnn/fg_cls_accuracy": 0.9179731243001119, "iteration": 28499, "loss_box_reg": 0.005859498181962408, "loss_cls": 0.03050029103178531, "loss_rpn_cls": 0.0005286242533202312, "loss_rpn_loc": 0.0009273684881918598, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.516297293594107, "total_loss": 0.0392159364958502}
{"data_time": 0.00362760410644114, "eta_seconds": 5970.323366492987, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09728506787330317, "fast_rcnn/fg_cls_accuracy": 0.901702786377709, "iteration": 28519, "loss_box_reg": 0.006383825442753732, "loss_cls": 0.030715064698597416, "loss_rpn_cls": 0.0005911719008508953, "loss_rpn_loc": 0.0014716827445226954, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5168977691791952, "total_loss": 0.039375123615172924}
{"data_time": 0.003334751585498452, "eta_seconds": 5960.449298949912, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.2870588235294118, "fast_rcnn/fg_cls_accuracy": 0.6938502673796791, "iteration": 28539, "loss_box_reg": 0.006342017586575821, "loss_cls": 0.03365831935661845, "loss_rpn_cls": 0.0006732790333217054, "loss_rpn_loc": 0.0011870599792018766, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5296043427661061, "total_loss": 0.04246256754333899}
{"data_time": 0.0036495684180408716, "eta_seconds": 5950.048026287928, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.079002079002079, "fast_rcnn/fg_cls_accuracy": 0.9209979209979211, "iteration": 28559, "loss_box_reg": 0.005912535227253102, "loss_cls": 0.03032701590564102, "loss_rpn_cls": 0.0004997148236043358, "loss_rpn_loc": 0.0012204272497911006, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5190845264587551, "total_loss": 0.03930709505630148}
{"data_time": 0.003574338974431157, "eta_seconds": 5937.567012247397, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21463815789473684, "fast_rcnn/fg_cls_accuracy": 0.7853618421052632, "iteration": 28579, "loss_box_reg": 0.00562669437204022, "loss_cls": 0.029663002729648724, "loss_rpn_cls": 0.0009615594838123798, "loss_rpn_loc": 0.0010365585130784893, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5210527393501252, "total_loss": 0.037400456093280354}
{"data_time": 0.003950698068365455, "eta_seconds": 5926.80020931107, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16407982261640797, "fast_rcnn/fg_cls_accuracy": 0.8043998087039694, "iteration": 28599, "loss_box_reg": 0.00552198980585672, "loss_cls": 0.030058104428462684, "loss_rpn_cls": 0.0004043297772113874, "loss_rpn_loc": 0.0008717459822946694, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047274956014007, "total_loss": 0.03766571633713056}
{"data_time": 0.003757531987503171, "eta_seconds": 5916.138119774638, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08175872093023256, "fast_rcnn/fg_cls_accuracy": 0.8457880434782609, "iteration": 28619, "loss_box_reg": 0.005661924165906385, "loss_cls": 0.03162486167275347, "loss_rpn_cls": 0.0007831544169505378, "loss_rpn_loc": 0.0009634276284486987, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146277283784002, "total_loss": 0.039282094727980166}
{"data_time": 0.003625045996159315, "eta_seconds": 5906.006243135082, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.0757142857142857, "fast_rcnn/fg_cls_accuracy": 0.9242857142857144, "iteration": 28639, "loss_box_reg": 0.005889065549126826, "loss_cls": 0.0329019604541827, "loss_rpn_cls": 0.0007266794416977973, "loss_rpn_loc": 0.0010605301013129065, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5264923349022865, "total_loss": 0.04115427053250187}
{"data_time": 0.003686468815430999, "eta_seconds": 5895.136863532243, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09458128078817735, "fast_rcnn/fg_cls_accuracy": 0.9054187192118226, "iteration": 28659, "loss_box_reg": 0.005849776047398336, "loss_cls": 0.03224444837542251, "loss_rpn_cls": 0.0007236444844238576, "loss_rpn_loc": 0.0011183993865415687, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5184719895478338, "total_loss": 0.040340629721498544}
{"data_time": 0.0034145584795624018, "eta_seconds": 5882.602488504257, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08806818181818182, "fast_rcnn/fg_cls_accuracy": 0.8578159645232816, "iteration": 28679, "loss_box_reg": 0.006141451420262456, "loss_cls": 0.03138322907034308, "loss_rpn_cls": 0.00035530029100527827, "loss_rpn_loc": 0.0011547916728886776, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5153273190371692, "total_loss": 0.03896282524837602}
{"data_time": 0.003665183437988162, "eta_seconds": 5872.210115942638, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 28699, "loss_box_reg": 0.005815389740746468, "loss_cls": 0.03406045236624777, "loss_rpn_cls": 0.0005693736936507321, "loss_rpn_loc": 0.001107430365664186, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5235133662354201, "total_loss": 0.04182440295539891}
{"data_time": 0.0036732519511133432, "eta_seconds": 5860.904127763817, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16803760282021152, "fast_rcnn/fg_cls_accuracy": 0.8221343873517787, "iteration": 28719, "loss_box_reg": 0.005941527299000882, "loss_cls": 0.03091613930882886, "loss_rpn_cls": 0.001150129356119578, "loss_rpn_loc": 0.0011708609163179062, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5163989551365376, "total_loss": 0.03897810883427155}
{"data_time": 0.0032683685421943665, "eta_seconds": 5849.222448122455, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11119691119691119, "fast_rcnn/fg_cls_accuracy": 0.8888030888030888, "iteration": 28739, "loss_box_reg": 0.005426036354037933, "loss_cls": 0.02677303017117083, "loss_rpn_cls": 0.0008080291482883695, "loss_rpn_loc": 0.0010271424125676276, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5161377226468176, "total_loss": 0.034413744349421904}
{"data_time": 0.003809894435107708, "eta_seconds": 5839.605144834844, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08139534883720931, "fast_rcnn/fg_cls_accuracy": 0.9186046511627907, "iteration": 28759, "loss_box_reg": 0.005773345663328655, "loss_cls": 0.03146947411005385, "loss_rpn_cls": 0.0005797967509124646, "loss_rpn_loc": 0.0009653291999711655, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519706929801032, "total_loss": 0.038634778446066775}
{"data_time": 0.003596816211938858, "eta_seconds": 5828.865768715506, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06971153846153846, "fast_rcnn/fg_cls_accuracy": 0.9302884615384616, "iteration": 28779, "loss_box_reg": 0.005837797740241513, "loss_cls": 0.03390195104293525, "loss_rpn_cls": 0.0006913545897759832, "loss_rpn_loc": 0.0011722402323357528, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5051182222086936, "total_loss": 0.04126463717017259}
{"data_time": 0.003337561385706067, "eta_seconds": 5818.476559609873, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 28799, "loss_box_reg": 0.005749039730289951, "loss_cls": 0.030546938825864345, "loss_rpn_cls": 0.0005565696861822289, "loss_rpn_loc": 0.0012294382649997715, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5139481674414128, "total_loss": 0.038597292012354956}
{"data_time": 0.0035913102328777313, "eta_seconds": 5805.4524698685855, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07919254658385093, "fast_rcnn/fg_cls_accuracy": 0.920807453416149, "iteration": 28819, "loss_box_reg": 0.005786233465187252, "loss_cls": 0.031175415293546394, "loss_rpn_cls": 0.0010168346886985091, "loss_rpn_loc": 0.0011000791910191765, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.51644656364806, "total_loss": 0.040274956307229104}
{"data_time": 0.0034488660749047995, "eta_seconds": 5796.227827617433, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1477124183006536, "fast_rcnn/fg_cls_accuracy": 0.8522875816993464, "iteration": 28839, "loss_box_reg": 0.005846006897627376, "loss_cls": 0.034232172096380964, "loss_rpn_cls": 0.000524849517603343, "loss_rpn_loc": 0.0009888087770377751, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5149843110702932, "total_loss": 0.043276246448613165}
{"data_time": 0.0037947013042867184, "eta_seconds": 5785.841253246646, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10346320346320347, "fast_rcnn/fg_cls_accuracy": 0.8965367965367965, "iteration": 28859, "loss_box_reg": 0.00571807571395766, "loss_cls": 0.030790873599471524, "loss_rpn_cls": 0.000635750538577895, "loss_rpn_loc": 0.001088109587726649, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.520717095118016, "total_loss": 0.03949102785648506}
{"data_time": 0.0038072075694799423, "eta_seconds": 5775.45467887586, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09413919413919414, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 28879, "loss_box_reg": 0.0057046829897444695, "loss_cls": 0.032132940483279526, "loss_rpn_cls": 0.0009738934269876154, "loss_rpn_loc": 0.0011728958761523245, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5225609361659735, "total_loss": 0.039935654591886305}
{"data_time": 0.0036746389232575893, "eta_seconds": 5767.272304316284, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10818713450292397, "fast_rcnn/fg_cls_accuracy": 0.8918128654970761, "iteration": 28899, "loss_box_reg": 0.006255207466892898, "loss_cls": 0.032443332485854626, "loss_rpn_cls": 0.000809623170141549, "loss_rpn_loc": 0.0009388729413331021, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5263974056579173, "total_loss": 0.04117708551302712}
{"data_time": 0.0037588831037282944, "eta_seconds": 5759.155875925673, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11011904761904762, "fast_rcnn/fg_cls_accuracy": 0.8898809523809523, "iteration": 28919, "loss_box_reg": 0.005711033591069281, "loss_cls": 0.030387422360945493, "loss_rpn_cls": 0.0007646456924703671, "loss_rpn_loc": 0.0012833320542995352, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185811235569417, "total_loss": 0.03929826374451295}
{"data_time": 0.0035584240686148405, "eta_seconds": 5748.761225847295, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13523391812865498, "fast_rcnn/fg_cls_accuracy": 0.8368055555555556, "iteration": 28939, "loss_box_reg": 0.0056644462019903585, "loss_cls": 0.03405224496964365, "loss_rpn_cls": 0.0006549779495799157, "loss_rpn_loc": 0.0009520653911749832, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5191289060749114, "total_loss": 0.040530275158005225}
{"data_time": 0.0035009810235351324, "eta_seconds": 5736.1006676836405, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2250698974836906, "fast_rcnn/fg_cls_accuracy": 0.7749301025163094, "iteration": 28959, "loss_box_reg": 0.005909266561502591, "loss_cls": 0.03246951979235746, "loss_rpn_cls": 0.000795036421493478, "loss_rpn_loc": 0.00085935482820787, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.508892775978893, "total_loss": 0.04133317434514083}
{"data_time": 0.003675379091873765, "eta_seconds": 5720.650269380305, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11369509043927647, "fast_rcnn/fg_cls_accuracy": 0.8760709914320686, "iteration": 28979, "loss_box_reg": 0.005457673556520604, "loss_cls": 0.0304347203054931, "loss_rpn_cls": 0.0007689640173111911, "loss_rpn_loc": 0.0009710861831990769, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5065616359934211, "total_loss": 0.03984755703550036}
{"data_time": 0.0036878548562526703, "eta_seconds": 5707.787870933767, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11219358893777498, "fast_rcnn/fg_cls_accuracy": 0.887806411062225, "iteration": 28999, "loss_box_reg": 0.005287367690471001, "loss_cls": 0.03217451082309708, "loss_rpn_cls": 0.0005071869605899337, "loss_rpn_loc": 0.000856448823469691, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5131483490113169, "total_loss": 0.039879955028709446}
{"data_time": 0.003507282119244337, "eta_seconds": 5699.615130008664, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09005376344086022, "fast_rcnn/fg_cls_accuracy": 0.9099462365591398, "iteration": 29019, "loss_box_reg": 0.0055539703607792035, "loss_cls": 0.03368313304963522, "loss_rpn_cls": 0.0005800455026019335, "loss_rpn_loc": 0.0012652907735173358, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211533799301833, "total_loss": 0.04059389772550048}
{"data_time": 0.003427655901759863, "eta_seconds": 5689.506179355551, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16575757575757577, "fast_rcnn/fg_cls_accuracy": 0.8342424242424242, "iteration": 29039, "loss_box_reg": 0.005938377333222888, "loss_cls": 0.03146842328715138, "loss_rpn_cls": 0.000690032202214752, "loss_rpn_loc": 0.0013453730516630458, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.523223694646731, "total_loss": 0.039568530009091774}
{"data_time": 0.003728527342900634, "eta_seconds": 5679.704734187806, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1500465983224604, "fast_rcnn/fg_cls_accuracy": 0.8499534016775396, "iteration": 29059, "loss_box_reg": 0.005413182618212886, "loss_cls": 0.030867705470882356, "loss_rpn_cls": 0.0006506509783150705, "loss_rpn_loc": 0.001026179538712313, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5169925054069608, "total_loss": 0.037952899591459754}
{"data_time": 0.0035593369975686073, "eta_seconds": 5667.672128741629, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10029644268774704, "fast_rcnn/fg_cls_accuracy": 0.8997035573122529, "iteration": 29079, "loss_box_reg": 0.005414846906205639, "loss_cls": 0.03175546205602586, "loss_rpn_cls": 0.0005120095893289545, "loss_rpn_loc": 0.0010795275829877937, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.516002195654437, "total_loss": 0.03873274201532695}
{"data_time": 0.003787427442148328, "eta_seconds": 5653.655014379416, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08719604863221884, "fast_rcnn/fg_cls_accuracy": 0.9036330049261083, "iteration": 29099, "loss_box_reg": 0.005615906819002703, "loss_cls": 0.028880149853648618, "loss_rpn_cls": 0.00047621589783375384, "loss_rpn_loc": 0.0014274534441938158, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5160186686553061, "total_loss": 0.03697948486620817}
{"data_time": 0.0033069930505007505, "eta_seconds": 5638.994058661396, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0952921157118548, "fast_rcnn/fg_cls_accuracy": 0.9047078842881452, "iteration": 29119, "loss_box_reg": 0.0062177560466807336, "loss_cls": 0.030676805588882416, "loss_rpn_cls": 0.0007223943789540499, "loss_rpn_loc": 0.0012580051788972924, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5133530849125236, "total_loss": 0.03982259083511508}
{"data_time": 0.0035113049671053886, "eta_seconds": 5627.304530522088, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3093167701863354, "fast_rcnn/fg_cls_accuracy": 0.6906832298136646, "iteration": 29139, "loss_box_reg": 0.005640355622745119, "loss_cls": 0.03075249691028148, "loss_rpn_cls": 0.0005754511047371125, "loss_rpn_loc": 0.0010022521164501086, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5206154275219887, "total_loss": 0.03739080171430942}
{"data_time": 0.003712970996275544, "eta_seconds": 5617.287360713817, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1243857493857494, "fast_rcnn/fg_cls_accuracy": 0.8426888426888427, "iteration": 29159, "loss_box_reg": 0.005676633576513268, "loss_cls": 0.03020246495725587, "loss_rpn_cls": 0.000544714286661474, "loss_rpn_loc": 0.0009647009464970324, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5189538619015366, "total_loss": 0.037461008680793384}
{"data_time": 0.0035003621596843004, "eta_seconds": 5605.0331806875765, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10791090629800307, "fast_rcnn/fg_cls_accuracy": 0.892089093701997, "iteration": 29179, "loss_box_reg": 0.0056065264652716, "loss_cls": 0.0315810167521704, "loss_rpn_cls": 0.0006399417576403721, "loss_rpn_loc": 0.0008560140668123495, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5188273740932345, "total_loss": 0.039029232981079076}
{"data_time": 0.0033009888138622046, "eta_seconds": 5594.673633176833, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10081053698074974, "fast_rcnn/fg_cls_accuracy": 0.8991894630192503, "iteration": 29199, "loss_box_reg": 0.005621184507617727, "loss_cls": 0.031539520248770714, "loss_rpn_cls": 0.0009864461266033686, "loss_rpn_loc": 0.000947688966334681, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185787957161665, "total_loss": 0.04020730936264272}
{"data_time": 0.0033512157388031483, "eta_seconds": 5584.31408566609, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11990595611285265, "fast_rcnn/fg_cls_accuracy": 0.8800940438871474, "iteration": 29219, "loss_box_reg": 0.005518477788427845, "loss_cls": 0.03083866840461269, "loss_rpn_cls": 0.0004973085938217991, "loss_rpn_loc": 0.0013100225751259131, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5284190077800304, "total_loss": 0.03888477184329986}
{"data_time": 0.0036178375594317913, "eta_seconds": 5576.539738388266, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1303827751196172, "fast_rcnn/fg_cls_accuracy": 0.8451417004048583, "iteration": 29239, "loss_box_reg": 0.00555233248451259, "loss_cls": 0.03428342146798968, "loss_rpn_cls": 0.0006469719036203969, "loss_rpn_loc": 0.0010027034259110224, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258611233439296, "total_loss": 0.04355009494543083}
{"data_time": 0.003742747474461794, "eta_seconds": 5565.051233752398, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08012820512820512, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 29259, "loss_box_reg": 0.005411022444604896, "loss_cls": 0.030803254747297615, "loss_rpn_cls": 0.000346073005857761, "loss_rpn_loc": 0.001112931207899237, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5181556143797934, "total_loss": 0.03847160245618397}
{"data_time": 0.00334309134632349, "eta_seconds": 5553.235443133861, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10101010101010101, "fast_rcnn/fg_cls_accuracy": 0.898989898989899, "iteration": 29279, "loss_box_reg": 0.005592537636402994, "loss_cls": 0.032580857077846304, "loss_rpn_cls": 0.0009351958238994484, "loss_rpn_loc": 0.0009477253461227519, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5063648547511548, "total_loss": 0.04052754843803541}
{"data_time": 0.003485731314867735, "eta_seconds": 5540.850294262636, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 29299, "loss_box_reg": 0.005622241966193542, "loss_cls": 0.027399072016123682, "loss_rpn_cls": 0.000709685004721905, "loss_rpn_loc": 0.0010036721541837323, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5191542205866426, "total_loss": 0.03598668464854882}
{"data_time": 0.00352937588468194, "eta_seconds": 5532.5163481123745, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08391812865497075, "fast_rcnn/fg_cls_accuracy": 0.9160818713450292, "iteration": 29319, "loss_box_reg": 0.005608823237707838, "loss_cls": 0.03061261386028491, "loss_rpn_cls": 0.00035565556754590943, "loss_rpn_loc": 0.0010657250586518785, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215585220139474, "total_loss": 0.03820217656254954}
{"data_time": 0.003461380023509264, "eta_seconds": 5523.602197470842, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08203991130820398, "fast_rcnn/fg_cls_accuracy": 0.9057649667405765, "iteration": 29339, "loss_box_reg": 0.0057685705833137035, "loss_cls": 0.03208890600944869, "loss_rpn_cls": 0.0004503051993083318, "loss_rpn_loc": 0.0011215122685825918, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5180664344225079, "total_loss": 0.040245913629803454}
{"data_time": 0.003507419489324093, "eta_seconds": 5514.353624773677, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09232954545454546, "fast_rcnn/fg_cls_accuracy": 0.9076704545454546, "iteration": 29359, "loss_box_reg": 0.006081412167986855, "loss_cls": 0.03412398375803605, "loss_rpn_cls": 0.0009814305282134228, "loss_rpn_loc": 0.0010241815616609529, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5206198799423873, "total_loss": 0.042223611101803726}
{"data_time": 0.0035925910342484713, "eta_seconds": 5502.877679330064, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1328976034858388, "fast_rcnn/fg_cls_accuracy": 0.8313313313313313, "iteration": 29379, "loss_box_reg": 0.005374448170186952, "loss_cls": 0.029055298946332186, "loss_rpn_cls": 0.0004655497079966153, "loss_rpn_loc": 0.0010469984408700839, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5152064959984273, "total_loss": 0.03575838028433509}
{"data_time": 0.0036288367118686438, "eta_seconds": 5493.168710933533, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10256410256410256, "fast_rcnn/fg_cls_accuracy": 0.8974358974358975, "iteration": 29399, "loss_box_reg": 0.005763447436038405, "loss_cls": 0.033635001338552684, "loss_rpn_cls": 0.0007247014552831388, "loss_rpn_loc": 0.0009243209005944664, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5149340459611267, "total_loss": 0.04095616739661523}
{"data_time": 0.003636264940723777, "eta_seconds": 5483.4500173483975, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08148148148148149, "fast_rcnn/fg_cls_accuracy": 0.9185185185185185, "iteration": 29419, "loss_box_reg": 0.005488412163686007, "loss_cls": 0.031508067273534834, "loss_rpn_cls": 0.0004120924438666407, "loss_rpn_loc": 0.0009642703807912767, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5235354150645435, "total_loss": 0.039027093416734715}
{"data_time": 0.0033347809221595526, "eta_seconds": 5473.085306985769, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15471923536439663, "fast_rcnn/fg_cls_accuracy": 0.8452807646356033, "iteration": 29439, "loss_box_reg": 0.005658752663293853, "loss_cls": 0.030980345414718613, "loss_rpn_cls": 0.000614642077721328, "loss_rpn_loc": 0.0010375005003879778, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5225396214518696, "total_loss": 0.03924424364578272}
{"data_time": 0.00350912194699049, "eta_seconds": 5462.930515057873, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14215686274509803, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 29459, "loss_box_reg": 0.005706408963305876, "loss_cls": 0.030448854115093127, "loss_rpn_cls": 0.0003504511584253578, "loss_rpn_loc": 0.0011711299994203728, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.52136639226228, "total_loss": 0.037826827272851915}
{"data_time": 0.0034620456863194704, "eta_seconds": 5452.86598594836, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09489872468117029, "fast_rcnn/fg_cls_accuracy": 0.9032258064516129, "iteration": 29479, "loss_box_reg": 0.005079794151242822, "loss_cls": 0.0310617107024882, "loss_rpn_cls": 0.0006353647726768941, "loss_rpn_loc": 0.0009131427395914216, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515858095837757, "total_loss": 0.0378753645497909}
{"data_time": 0.0035320494789630175, "eta_seconds": 5442.500305906637, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10795454545454546, "fast_rcnn/fg_cls_accuracy": 0.8920454545454546, "iteration": 29499, "loss_box_reg": 0.006252539489651099, "loss_cls": 0.031113832024857402, "loss_rpn_cls": 0.0006689187340498393, "loss_rpn_loc": 0.00091297775725252, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5175843611359596, "total_loss": 0.0387036062934385}
{"data_time": 0.003422696143388748, "eta_seconds": 5433.217412920203, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15838509316770186, "fast_rcnn/fg_cls_accuracy": 0.8043478260869565, "iteration": 29519, "loss_box_reg": 0.005475762547575869, "loss_cls": 0.030582718754885718, "loss_rpn_cls": 0.0007925006683535685, "loss_rpn_loc": 0.0010651164357113885, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5235518543049693, "total_loss": 0.03893383466913747}
{"data_time": 0.00353248487226665, "eta_seconds": 5422.272992060753, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8397435897435898, "iteration": 29539, "loss_box_reg": 0.0056256903044413775, "loss_cls": 0.03275651592412032, "loss_rpn_cls": 0.0006951217537789489, "loss_rpn_loc": 0.0008675202934682602, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202487879432738, "total_loss": 0.040744636064516726}
{"data_time": 0.003486736910417676, "eta_seconds": 5411.403265781468, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16878083157152923, "fast_rcnn/fg_cls_accuracy": 0.8312191684284708, "iteration": 29559, "loss_box_reg": 0.0058494383993092924, "loss_cls": 0.03275295381899923, "loss_rpn_cls": 0.000824922102765413, "loss_rpn_loc": 0.0009926557268045144, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5171413386706263, "total_loss": 0.04113922665362679}
{"data_time": 0.0033576011192053556, "eta_seconds": 5400.739863145631, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.05131578947368421, "fast_rcnn/fg_cls_accuracy": 0.94375, "iteration": 29579, "loss_box_reg": 0.005347878628526814, "loss_cls": 0.033583636715775356, "loss_rpn_cls": 0.00067689871929133, "loss_rpn_loc": 0.0010984352938976372, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5150011680088937, "total_loss": 0.04127162561553632}
{"data_time": 0.003263674443587661, "eta_seconds": 5391.173060933361, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06458333333333333, "fast_rcnn/fg_cls_accuracy": 0.9041666666666667, "iteration": 29599, "loss_box_reg": 0.005671022008755244, "loss_cls": 0.029244560952065513, "loss_rpn_cls": 0.0004622747682674344, "loss_rpn_loc": 0.0008398715490329778, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 253.5, "rpn/num_pos_anchors": 2.5, "time": 0.5176381026394665, "total_loss": 0.03644908048028128}
{"data_time": 0.003918318077921867, "eta_seconds": 5388.227931604255, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12347560975609756, "fast_rcnn/fg_cls_accuracy": 0.8765243902439024, "iteration": 29619, "loss_box_reg": 0.005760347121395171, "loss_cls": 0.03253227425739169, "loss_rpn_cls": 0.000426881315661376, "loss_rpn_loc": 0.0011401001502235886, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5271390045527369, "total_loss": 0.04115751082929364}
{"data_time": 0.0036035873927176, "eta_seconds": 5377.164142665453, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.07334525939177103, "fast_rcnn/fg_cls_accuracy": 0.926654740608229, "iteration": 29639, "loss_box_reg": 0.005445205140858889, "loss_cls": 0.03141012939158827, "loss_rpn_cls": 0.0011999499956800719, "loss_rpn_loc": 0.0010074230240206816, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5196174248121679, "total_loss": 0.04010527473985803}
{"data_time": 0.0035720295272767544, "eta_seconds": 5367.466047656257, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10150375939849623, "fast_rcnn/fg_cls_accuracy": 0.8907322654462242, "iteration": 29659, "loss_box_reg": 0.005858724340214394, "loss_cls": 0.03391227629617788, "loss_rpn_cls": 0.0005760755177561805, "loss_rpn_loc": 0.0009430901645828271, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5262523754499853, "total_loss": 0.04158494695371928}
{"data_time": 0.003431610995903611, "eta_seconds": 5360.805089143803, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11369509043927647, "fast_rcnn/fg_cls_accuracy": 0.8863049095607235, "iteration": 29679, "loss_box_reg": 0.005615582398604602, "loss_cls": 0.030190351273631677, "loss_rpn_cls": 0.0008314103585007615, "loss_rpn_loc": 0.001266422557819169, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5251600383780897, "total_loss": 0.03885298561954187}
{"data_time": 0.003457104554399848, "eta_seconds": 5347.062789937947, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12310606060606061, "fast_rcnn/fg_cls_accuracy": 0.8693181818181819, "iteration": 29699, "loss_box_reg": 0.005586762024904601, "loss_cls": 0.03157473020837642, "loss_rpn_cls": 0.00043471527010296995, "loss_rpn_loc": 0.0011029513698304072, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5106772819999605, "total_loss": 0.03931530748047862}
{"data_time": 0.0036306625697761774, "eta_seconds": 5337.453513187822, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.07112794612794612, "fast_rcnn/fg_cls_accuracy": 0.9171428571428571, "iteration": 29719, "loss_box_reg": 0.005961465125437826, "loss_cls": 0.03293733799364418, "loss_rpn_cls": 0.0005788359401037724, "loss_rpn_loc": 0.001000837610263261, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5183251951821148, "total_loss": 0.040772071472815696}
{"data_time": 0.00352921849116683, "eta_seconds": 5327.0703724171035, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12579821200510855, "fast_rcnn/fg_cls_accuracy": 0.8742017879948915, "iteration": 29739, "loss_box_reg": 0.005667808713042177, "loss_cls": 0.02986302357749082, "loss_rpn_cls": 0.0005472270911468513, "loss_rpn_loc": 0.0009786654536583228, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5165830759797245, "total_loss": 0.03784275143820537}
{"data_time": 0.0036439099349081516, "eta_seconds": 5315.9178751339205, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10365448504983388, "fast_rcnn/fg_cls_accuracy": 0.8857142857142857, "iteration": 29759, "loss_box_reg": 0.0061261502269189805, "loss_cls": 0.03587058006087318, "loss_rpn_cls": 0.0007705360706040665, "loss_rpn_loc": 0.001060594258888159, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5165614853613079, "total_loss": 0.04356386535641832}
{"data_time": 0.0035801085177809, "eta_seconds": 5307.799871248193, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08655083655083655, "fast_rcnn/fg_cls_accuracy": 0.8849206349206349, "iteration": 29779, "loss_box_reg": 0.005366347133531235, "loss_cls": 0.032835295191034675, "loss_rpn_cls": 0.0006094764902968564, "loss_rpn_loc": 0.000984439393505454, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171943735331297, "total_loss": 0.039659541222135886}
{"data_time": 0.003605318022891879, "eta_seconds": 5298.669110930292, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0506883604505632, "fast_rcnn/fg_cls_accuracy": 0.9493116395494368, "iteration": 29799, "loss_box_reg": 0.005710405835998245, "loss_cls": 0.029596348496852443, "loss_rpn_cls": 0.0007571454322032878, "loss_rpn_loc": 0.0012289705919101834, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.519743500975892, "total_loss": 0.03784950186934566}
{"data_time": 0.003691519144922495, "eta_seconds": 5288.548179729842, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.10243055555555555, "fast_rcnn/fg_cls_accuracy": 0.8696864111498257, "iteration": 29819, "loss_box_reg": 0.005698480628780089, "loss_cls": 0.03305085372994654, "loss_rpn_cls": 0.001005040002610258, "loss_rpn_loc": 0.0011170606940140715, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5233803077135235, "total_loss": 0.0406075997498192}
{"data_time": 0.0033538860734552145, "eta_seconds": 5278.159125256352, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.06316489361702127, "fast_rcnn/fg_cls_accuracy": 0.9354166666666667, "iteration": 29839, "loss_box_reg": 0.005674729836755432, "loss_cls": 0.03064914236892946, "loss_rpn_cls": 0.0010265802851563421, "loss_rpn_loc": 0.0010745776216936065, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5126491945702583, "total_loss": 0.0395417608652906}
{"data_time": 0.003601000178605318, "eta_seconds": 5267.568498279201, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.203030303030303, "fast_rcnn/fg_cls_accuracy": 0.796969696969697, "iteration": 29859, "loss_box_reg": 0.005394817650085315, "loss_cls": 0.03307763647171669, "loss_rpn_cls": 0.0005114084085562354, "loss_rpn_loc": 0.0010548193004069617, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5160983670502901, "total_loss": 0.0401026093683754}
{"data_time": 0.0033896390814334154, "eta_seconds": 5257.270855631679, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8552083333333333, "iteration": 29879, "loss_box_reg": 0.005337326292647049, "loss_cls": 0.031083322741324082, "loss_rpn_cls": 0.0008101640120798947, "loss_rpn_loc": 0.0013288624077176792, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202388493344188, "total_loss": 0.03930812498003888}
{"data_time": 0.0035262652672827244, "eta_seconds": 5246.494960629847, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06548856548856549, "fast_rcnn/fg_cls_accuracy": 0.9220647773279352, "iteration": 29899, "loss_box_reg": 0.005469618525239639, "loss_cls": 0.031069001328432932, "loss_rpn_cls": 0.0007138561302326707, "loss_rpn_loc": 0.0010718665234890068, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5203898446634412, "total_loss": 0.04027265239437838}
{"data_time": 0.003498647129163146, "eta_seconds": 5235.896560699679, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11502966381015162, "fast_rcnn/fg_cls_accuracy": 0.8849703361898484, "iteration": 29919, "loss_box_reg": 0.005298611882608384, "loss_cls": 0.031899027730105445, "loss_rpn_cls": 0.0007052901854649463, "loss_rpn_loc": 0.001137744048719469, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5192439474631101, "total_loss": 0.038786726675539285}
{"data_time": 0.0033254942391067743, "eta_seconds": 5225.718819809612, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11269841269841269, "fast_rcnn/fg_cls_accuracy": 0.8873015873015873, "iteration": 29939, "loss_box_reg": 0.0057862469693645835, "loss_cls": 0.0311521815310698, "loss_rpn_cls": 0.0005763350968663872, "loss_rpn_loc": 0.0011178706081409473, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5230425305198878, "total_loss": 0.039347843101609215}
{"data_time": 0.0037387183401733637, "eta_seconds": 5216.407889219234, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10427807486631016, "fast_rcnn/fg_cls_accuracy": 0.8957219251336899, "iteration": 29959, "loss_box_reg": 0.005413051490904763, "loss_cls": 0.03081472177291289, "loss_rpn_cls": 0.0006359461704050773, "loss_rpn_loc": 0.0009655305975684314, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5248852204531431, "total_loss": 0.03737883956500809}
{"data_time": 0.0033582779578864574, "eta_seconds": 5206.937353812391, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.07291666666666666, "fast_rcnn/fg_cls_accuracy": 0.9270833333333333, "iteration": 29979, "loss_box_reg": 0.005551301394007169, "loss_cls": 0.03193914864095859, "loss_rpn_cls": 0.0007842514811500223, "loss_rpn_loc": 0.0011466133873909712, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124819474294782, "total_loss": 0.03910973193404743}
{"data_time": 0.003416732419282198, "eta_seconds": 5196.5453024127055, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8798076923076923, "iteration": 29999, "loss_box_reg": 0.0056534692557761446, "loss_cls": 0.03256023567519151, "loss_rpn_cls": 0.000546124434322337, "loss_rpn_loc": 0.0011061690966016613, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515947129111737, "total_loss": 0.04030099697342848}
{"data_time": 0.0034638424403965473, "eta_seconds": 5185.237241539406, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06991869918699187, "fast_rcnn/fg_cls_accuracy": 0.9300813008130082, "iteration": 30019, "loss_box_reg": 0.0054750447161495686, "loss_cls": 0.03212042522500269, "loss_rpn_cls": 0.000813097063087298, "loss_rpn_loc": 0.0011246917347307317, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5171989391092211, "total_loss": 0.0387256952046755}
{"data_time": 0.003461157437413931, "eta_seconds": 5175.4484821315855, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07063492063492063, "fast_rcnn/fg_cls_accuracy": 0.9293650793650794, "iteration": 30039, "loss_box_reg": 0.005214436707319692, "loss_cls": 0.030755986837903038, "loss_rpn_cls": 0.0006793759048377979, "loss_rpn_loc": 0.0013093624784232816, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5284475884400308, "total_loss": 0.03832251034711476}
{"data_time": 0.0034111826680600643, "eta_seconds": 5164.456809752854, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.0769736842105263, "fast_rcnn/fg_cls_accuracy": 0.9230263157894737, "iteration": 30059, "loss_box_reg": 0.005581771081779152, "loss_cls": 0.029847703903215006, "loss_rpn_cls": 0.0005510410494480311, "loss_rpn_loc": 0.0012466318858059822, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5164730264805257, "total_loss": 0.03874408598773016}
{"data_time": 0.003488360671326518, "eta_seconds": 5154.459269798594, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08108108108108109, "fast_rcnn/fg_cls_accuracy": 0.918918918918919, "iteration": 30079, "loss_box_reg": 0.005364956188714132, "loss_cls": 0.03009356331313029, "loss_rpn_cls": 0.0009573047923367994, "loss_rpn_loc": 0.0012123179840273224, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5178718839306384, "total_loss": 0.03871131779197867}
{"data_time": 0.00351932505145669, "eta_seconds": 5144.585045414278, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10208333333333333, "fast_rcnn/fg_cls_accuracy": 0.8784029038112522, "iteration": 30099, "loss_box_reg": 0.005611970380414277, "loss_cls": 0.03406468339380808, "loss_rpn_cls": 0.0007037527910824792, "loss_rpn_loc": 0.0008488279036100721, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5173453276511282, "total_loss": 0.040967334432593816}
{"data_time": 0.0034721994306892157, "eta_seconds": 5134.635445327731, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05334281650071124, "fast_rcnn/fg_cls_accuracy": 0.9466571834992887, "iteration": 30119, "loss_box_reg": 0.005366783982026391, "loss_cls": 0.03237295197322965, "loss_rpn_cls": 0.0006474820099811041, "loss_rpn_loc": 0.0009812887601583498, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5220190491527319, "total_loss": 0.03936774002886523}
{"data_time": 0.003603583900257945, "eta_seconds": 5124.242498368258, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10600255427841634, "fast_rcnn/fg_cls_accuracy": 0.8939974457215836, "iteration": 30139, "loss_box_reg": 0.0054877242364455014, "loss_cls": 0.030520301341312006, "loss_rpn_cls": 0.0005764654484323728, "loss_rpn_loc": 0.0010679648203222314, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5197598719969392, "total_loss": 0.03762271966496655}
{"data_time": 0.003656564513221383, "eta_seconds": 5114.006334969541, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.0945945945945946, "fast_rcnn/fg_cls_accuracy": 0.9054054054054055, "iteration": 30159, "loss_box_reg": 0.005388637218857184, "loss_cls": 0.031173800147371367, "loss_rpn_cls": 0.0013928316582223488, "loss_rpn_loc": 0.0009694957134342985, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5272851935587823, "total_loss": 0.03986859172448476}
{"data_time": 0.0034792355727404356, "eta_seconds": 5103.786421064753, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14358108108108109, "fast_rcnn/fg_cls_accuracy": 0.8564189189189189, "iteration": 30179, "loss_box_reg": 0.006031066790455952, "loss_cls": 0.03212486149277538, "loss_rpn_cls": 0.000405669586143631, "loss_rpn_loc": 0.0008838988014758797, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.520930367987603, "total_loss": 0.03931227328780551}
{"data_time": 0.003433435456827283, "eta_seconds": 5093.840231204638, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08845514950166113, "fast_rcnn/fg_cls_accuracy": 0.9115448504983389, "iteration": 30199, "loss_box_reg": 0.005575598304858431, "loss_cls": 0.03163669179775752, "loss_rpn_cls": 0.0006690023365649722, "loss_rpn_loc": 0.000925854365050327, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185363884083927, "total_loss": 0.04047982853853682}
{"data_time": 0.003392102662473917, "eta_seconds": 5082.877208483638, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.05334281650071124, "fast_rcnn/fg_cls_accuracy": 0.9466571834992887, "iteration": 30219, "loss_box_reg": 0.005940141054452397, "loss_cls": 0.030907831533113495, "loss_rpn_cls": 0.0003951595097646532, "loss_rpn_loc": 0.0012086739225196652, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5200404624920338, "total_loss": 0.03857328291530848}
{"data_time": 0.003366901073604822, "eta_seconds": 5072.07343553612, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8870967741935484, "iteration": 30239, "loss_box_reg": 0.005881053803022951, "loss_cls": 0.032548745832173154, "loss_rpn_cls": 0.0009534317153452321, "loss_rpn_loc": 0.000989568581644562, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5197108744177967, "total_loss": 0.04117749314656294}
{"data_time": 0.0036434868816286325, "eta_seconds": 5061.8848166114185, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06703296703296703, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 30259, "loss_box_reg": 0.005684109826688655, "loss_cls": 0.029664167028386146, "loss_rpn_cls": 0.0006725047107920545, "loss_rpn_loc": 0.0011489591634017415, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5248811275232583, "total_loss": 0.03681264797589279}
{"data_time": 0.0037802045699208975, "eta_seconds": 5051.056582817109, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8666666666666667, "iteration": 30279, "loss_box_reg": 0.00615081396244932, "loss_cls": 0.030375105532584712, "loss_rpn_cls": 0.0005816857803608855, "loss_rpn_loc": 0.0010596124666335527, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5075044292025268, "total_loss": 0.03794418363980867}
{"data_time": 0.003477419028058648, "eta_seconds": 5040.577318876283, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.8708333333333333, "iteration": 30299, "loss_box_reg": 0.005698939610738307, "loss_cls": 0.02968746895203367, "loss_rpn_cls": 0.0005063479470663879, "loss_rpn_loc": 0.0010498352294234792, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182444555684924, "total_loss": 0.03711157414090849}
{"data_time": 0.0033274341840296984, "eta_seconds": 5029.3741868245415, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09545454545454546, "fast_rcnn/fg_cls_accuracy": 0.8842105263157896, "iteration": 30319, "loss_box_reg": 0.0057317750179208815, "loss_cls": 0.031085904920473695, "loss_rpn_cls": 0.0006025544881822498, "loss_rpn_loc": 0.001017752127154381, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5201371621806175, "total_loss": 0.03946454766003171}
{"data_time": 0.0037228651344776154, "eta_seconds": 5019.577129391953, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8798076923076923, "iteration": 30339, "loss_box_reg": 0.0056319227296626195, "loss_cls": 0.03058766183676198, "loss_rpn_cls": 0.0007130846833831583, "loss_rpn_loc": 0.0010550215338298585, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5273391290102154, "total_loss": 0.03949339098809901}
{"data_time": 0.0037713022902607918, "eta_seconds": 5009.4883772183675, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.046049188906331764, "fast_rcnn/fg_cls_accuracy": 0.934843205574913, "iteration": 30359, "loss_box_reg": 0.005935757115366869, "loss_cls": 0.030927777552278712, "loss_rpn_cls": 0.00042044592493084565, "loss_rpn_loc": 0.00120483674982097, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5244620065204799, "total_loss": 0.03849316498587996}
{"data_time": 0.003533154958859086, "eta_seconds": 4999.0098324820865, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14039408866995073, "fast_rcnn/fg_cls_accuracy": 0.8158730158730159, "iteration": 30379, "loss_box_reg": 0.0058607117825886235, "loss_cls": 0.031240953161614016, "loss_rpn_cls": 0.00044004459209645574, "loss_rpn_loc": 0.0012100260246370453, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5181147227995098, "total_loss": 0.03967269421474384}
{"data_time": 0.0034016265999525785, "eta_seconds": 4988.933209157083, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12351190476190477, "fast_rcnn/fg_cls_accuracy": 0.8764880952380952, "iteration": 30399, "loss_box_reg": 0.0054504323488799855, "loss_cls": 0.035244530939962715, "loss_rpn_cls": 0.0009240541984354422, "loss_rpn_loc": 0.001206409517180873, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196395379025489, "total_loss": 0.04302057847587548}
{"data_time": 0.0036798131186515093, "eta_seconds": 4978.072484274162, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.04499494438827098, "fast_rcnn/fg_cls_accuracy": 0.9550050556117291, "iteration": 30419, "loss_box_reg": 0.005459102088934742, "loss_cls": 0.03005269219283946, "loss_rpn_cls": 0.000556867772388614, "loss_rpn_loc": 0.0011969181923632277, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.518734437180683, "total_loss": 0.036904719833160016}
{"data_time": 0.003376530483365059, "eta_seconds": 4967.680933320662, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08120300751879699, "fast_rcnn/fg_cls_accuracy": 0.918796992481203, "iteration": 30439, "loss_box_reg": 0.005803261301480234, "loss_cls": 0.029870159487472847, "loss_rpn_cls": 0.0006567735226781224, "loss_rpn_loc": 0.0011438415040174732, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5230272070039064, "total_loss": 0.037913995174108095}
{"data_time": 0.0035614604130387306, "eta_seconds": 4956.856995171867, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08102981029810298, "fast_rcnn/fg_cls_accuracy": 0.9055555555555556, "iteration": 30459, "loss_box_reg": 0.005614815425360575, "loss_cls": 0.030569095397368073, "loss_rpn_cls": 0.0008549601975573751, "loss_rpn_loc": 0.0010660893531166948, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5150479928124696, "total_loss": 0.03843538294648852}
{"data_time": 0.0038230041973292828, "eta_seconds": 4946.897831413662, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10722610722610723, "fast_rcnn/fg_cls_accuracy": 0.8863636363636365, "iteration": 30479, "loss_box_reg": 0.005882558674784377, "loss_cls": 0.03319888369878754, "loss_rpn_cls": 0.0011307019268542717, "loss_rpn_loc": 0.001196270242871833, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.528018499026075, "total_loss": 0.042086879896942264}
{"data_time": 0.00330049148760736, "eta_seconds": 4936.506280460162, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.07921568627450981, "fast_rcnn/fg_cls_accuracy": 0.9207843137254902, "iteration": 30499, "loss_box_reg": 0.005786773486761376, "loss_cls": 0.03149726951960474, "loss_rpn_cls": 0.0006696604006606321, "loss_rpn_loc": 0.0009247973557648947, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5198506838642061, "total_loss": 0.03836224893916551}
{"data_time": 0.003572349902242422, "eta_seconds": 4925.685061442666, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1492063492063492, "fast_rcnn/fg_cls_accuracy": 0.8507936507936508, "iteration": 30519, "loss_box_reg": 0.005682528862962499, "loss_cls": 0.03166023304220289, "loss_rpn_cls": 0.0007343917629896168, "loss_rpn_loc": 0.0010364062272856245, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.516315630171448, "total_loss": 0.040745217955645785}
{"data_time": 0.0034564719535410404, "eta_seconds": 4915.294416866265, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06478578892371996, "fast_rcnn/fg_cls_accuracy": 0.93521421107628, "iteration": 30539, "loss_box_reg": 0.006001378249493428, "loss_cls": 0.030593378702178597, "loss_rpn_cls": 0.0010523301301645915, "loss_rpn_loc": 0.0014773701996091404, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5201148884370923, "total_loss": 0.0389450459975933}
{"data_time": 0.0036020074039697647, "eta_seconds": 4905.331627599662, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16581196581196583, "fast_rcnn/fg_cls_accuracy": 0.7814814814814814, "iteration": 30559, "loss_box_reg": 0.00563009588222485, "loss_cls": 0.0328776485985145, "loss_rpn_cls": 0.0004678524443875176, "loss_rpn_loc": 0.0010353251891501714, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235412979964167, "total_loss": 0.04066057948580237}
{"data_time": 0.0037824625615030527, "eta_seconds": 4895.763956498355, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17023026315789475, "fast_rcnn/fg_cls_accuracy": 0.7942583732057416, "iteration": 30579, "loss_box_reg": 0.005532009818125516, "loss_cls": 0.029832201049430296, "loss_rpn_cls": 0.0007035038258322857, "loss_rpn_loc": 0.0013517843253794126, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5200727884657681, "total_loss": 0.03913175973141847}
{"data_time": 0.0033765726257115602, "eta_seconds": 4886.902976463549, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0704656862745098, "fast_rcnn/fg_cls_accuracy": 0.9295343137254901, "iteration": 30599, "loss_box_reg": 0.005216988734900951, "loss_cls": 0.02974086336325854, "loss_rpn_cls": 0.00030442037171951597, "loss_rpn_loc": 0.001027973172313068, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232818133663386, "total_loss": 0.03752927453979282}
{"data_time": 0.00349327246658504, "eta_seconds": 4873.731838560663, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32772727272727276, "fast_rcnn/fg_cls_accuracy": 0.6722727272727274, "iteration": 30619, "loss_box_reg": 0.0052638530323747545, "loss_cls": 0.031249704828951508, "loss_rpn_cls": 0.00034652621093300695, "loss_rpn_loc": 0.0010081269319925923, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5138515657745302, "total_loss": 0.03893502514034708}
{"data_time": 0.003484544809907675, "eta_seconds": 4862.658657462802, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17959001782531195, "fast_rcnn/fg_cls_accuracy": 0.820409982174688, "iteration": 30639, "loss_box_reg": 0.0054114555241540074, "loss_cls": 0.0285529003595002, "loss_rpn_cls": 0.0005353657020350511, "loss_rpn_loc": 0.0012016405416943599, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141699425876141, "total_loss": 0.03574214279842636}
{"data_time": 0.0035328411031514406, "eta_seconds": 4852.950549407862, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06884343036978757, "fast_rcnn/fg_cls_accuracy": 0.9311565696302124, "iteration": 30659, "loss_box_reg": 0.005790572555270046, "loss_cls": 0.03178770001977682, "loss_rpn_cls": 0.00035141621538059553, "loss_rpn_loc": 0.0010659071358531946, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5252882796339691, "total_loss": 0.03870588339654546}
{"data_time": 0.003511521266773343, "eta_seconds": 4842.190977059305, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 30679, "loss_box_reg": 0.00587235382408835, "loss_cls": 0.03029680988402106, "loss_rpn_cls": 0.0005516342914688721, "loss_rpn_loc": 0.0010310948964615818, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211486790794879, "total_loss": 0.03872687044986378}
{"data_time": 0.003846782026812434, "eta_seconds": 4831.801124088466, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.05113636363636363, "fast_rcnn/fg_cls_accuracy": 0.9488636363636365, "iteration": 30699, "loss_box_reg": 0.0057868702278938144, "loss_cls": 0.032522476714802906, "loss_rpn_cls": 0.0009863128824463274, "loss_rpn_loc": 0.0010717928926169407, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512747171567753, "total_loss": 0.04002011595218846}
{"data_time": 0.0033893438521772623, "eta_seconds": 4821.101912179496, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11979913916786226, "fast_rcnn/fg_cls_accuracy": 0.8802008608321377, "iteration": 30719, "loss_box_reg": 0.005964979383861646, "loss_cls": 0.0312600904435385, "loss_rpn_cls": 0.0005556026252406809, "loss_rpn_loc": 0.0008940084862842923, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5162205535452813, "total_loss": 0.03943731098860326}
{"data_time": 0.0035065056290477514, "eta_seconds": 4811.021418146789, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8102836879432624, "iteration": 30739, "loss_box_reg": 0.005467528884764761, "loss_cls": 0.031197886390145868, "loss_rpn_cls": 0.0006356409365935178, "loss_rpn_loc": 0.0010316989173588809, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5118888604920357, "total_loss": 0.03858892581251894}
{"data_time": 0.0035822640638798475, "eta_seconds": 4800.323539537843, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12451612903225806, "fast_rcnn/fg_cls_accuracy": 0.8696943972835314, "iteration": 30759, "loss_box_reg": 0.005827691275044344, "loss_cls": 0.032455987529829144, "loss_rpn_cls": 0.0007235627947466128, "loss_rpn_loc": 0.0011210994598513935, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5031209830194712, "total_loss": 0.04104026662287197}
{"data_time": 0.003709435695782304, "eta_seconds": 4790.832762409933, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08295194508009153, "fast_rcnn/fg_cls_accuracy": 0.9170480549199085, "iteration": 30779, "loss_box_reg": 0.005611815809970722, "loss_cls": 0.03154490308952518, "loss_rpn_cls": 0.0008037691331992391, "loss_rpn_loc": 0.0014601041839341633, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5242994455620646, "total_loss": 0.040621323877076065}
{"data_time": 0.003604795318096876, "eta_seconds": 4779.751712174155, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15763546798029557, "fast_rcnn/fg_cls_accuracy": 0.7762931034482758, "iteration": 30799, "loss_box_reg": 0.005708798606065102, "loss_cls": 0.033065062190871686, "loss_rpn_cls": 0.0006956013721719501, "loss_rpn_loc": 0.0014249604810174787, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5163093393202871, "total_loss": 0.04140588802857792}
{"data_time": 0.0033264695666730404, "eta_seconds": 4768.896225769538, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.26244343891402716, "fast_rcnn/fg_cls_accuracy": 0.7375565610859729, "iteration": 30819, "loss_box_reg": 0.006154455040814355, "loss_cls": 0.03318077776930295, "loss_rpn_cls": 0.0006394853429583236, "loss_rpn_loc": 0.001502750494182692, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196101921610534, "total_loss": 0.0427182995927069}
{"data_time": 0.0036301040090620518, "eta_seconds": 4758.972441607155, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07408536585365853, "fast_rcnn/fg_cls_accuracy": 0.9196428571428572, "iteration": 30839, "loss_box_reg": 0.005525390850380063, "loss_cls": 0.03037164782290347, "loss_rpn_cls": 0.0007796058271196671, "loss_rpn_loc": 0.0011596787662710994, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202802303247154, "total_loss": 0.038379632509759176}
{"data_time": 0.003392294514924288, "eta_seconds": 4749.268222664483, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21666666666666667, "fast_rcnn/fg_cls_accuracy": 0.7376344086021505, "iteration": 30859, "loss_box_reg": 0.005821335391374305, "loss_cls": 0.031941941007971764, "loss_rpn_cls": 0.0004940140194946707, "loss_rpn_loc": 0.001127313316828804, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5239651673473418, "total_loss": 0.040111810428015815}
{"data_time": 0.003745426656678319, "eta_seconds": 4738.034390104003, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.06559139784946236, "fast_rcnn/fg_cls_accuracy": 0.9344086021505376, "iteration": 30879, "loss_box_reg": 0.005124789837282151, "loss_cls": 0.03176256446749903, "loss_rpn_cls": 0.0005808361764820802, "loss_rpn_loc": 0.0010174238213949138, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5164126290474087, "total_loss": 0.038660228879820124}
{"data_time": 0.0036783525720238686, "eta_seconds": 4727.645102986135, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.924812030075188, "iteration": 30899, "loss_box_reg": 0.0057686694781295955, "loss_cls": 0.03142005859990604, "loss_rpn_cls": 0.0006300627956790095, "loss_rpn_loc": 0.0011620519835560117, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5200890609994531, "total_loss": 0.04031608142247478}
{"data_time": 0.0034645830746740103, "eta_seconds": 4718.997285838472, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10168067226890756, "fast_rcnn/fg_cls_accuracy": 0.8840336134453781, "iteration": 30919, "loss_box_reg": 0.005572841109824367, "loss_cls": 0.03170955597306602, "loss_rpn_cls": 0.0010373041227467183, "loss_rpn_loc": 0.0010345520622649929, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5249900419730693, "total_loss": 0.03993240387950436}
{"data_time": 0.0035051461309194565, "eta_seconds": 4707.882748207543, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.11124794745484401, "fast_rcnn/fg_cls_accuracy": 0.8638888888888889, "iteration": 30939, "loss_box_reg": 0.005504496148205362, "loss_cls": 0.032680813455954194, "loss_rpn_cls": 0.0006878036185753444, "loss_rpn_loc": 0.0009713407671370078, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5192198099102825, "total_loss": 0.04119296668420702}
{"data_time": 0.0034618014469742775, "eta_seconds": 4697.090880761854, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.890625, "iteration": 30959, "loss_box_reg": 0.005550756672164425, "loss_cls": 0.0332202990539372, "loss_rpn_cls": 0.0010166061081235966, "loss_rpn_loc": 0.0009353683944937075, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5228836729656905, "total_loss": 0.041330356730782114}
{"data_time": 0.0034358089324086905, "eta_seconds": 4686.700236185454, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 30979, "loss_box_reg": 0.00568648983608, "loss_cls": 0.03270378915476613, "loss_rpn_cls": 0.0007276953047039569, "loss_rpn_loc": 0.0010423335988889448, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5193071602843702, "total_loss": 0.04058263655224437}
{"data_time": 0.0033581166062504053, "eta_seconds": 4676.530278109945, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14705882352941177, "fast_rcnn/fg_cls_accuracy": 0.7961460446247464, "iteration": 30999, "loss_box_reg": 0.00510314638086129, "loss_cls": 0.02977525012101978, "loss_rpn_cls": 0.0006467031769261666, "loss_rpn_loc": 0.0011458828103059204, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5084212445653975, "total_loss": 0.03737956409054277}
{"data_time": 0.0036569302901625633, "eta_seconds": 4666.762952082558, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.096875, "fast_rcnn/fg_cls_accuracy": 0.8787545787545787, "iteration": 31019, "loss_box_reg": 0.005613579211058095, "loss_cls": 0.03173143512685783, "loss_rpn_cls": 0.0005548665284891285, "loss_rpn_loc": 0.0012168803968961583, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5197914231102914, "total_loss": 0.04147094405198004}
{"data_time": 0.0033023289870470762, "eta_seconds": 4655.528302456252, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10297766749379653, "fast_rcnn/fg_cls_accuracy": 0.8970223325062034, "iteration": 31039, "loss_box_reg": 0.0054242980550043285, "loss_cls": 0.029401563515421003, "loss_rpn_cls": 0.0006337447796340712, "loss_rpn_loc": 0.0010140944232261973, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5119422164279968, "total_loss": 0.03744174208793538}
{"data_time": 0.003619803348556161, "eta_seconds": 4644.831769264536, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09661654135338346, "fast_rcnn/fg_cls_accuracy": 0.8741765480895916, "iteration": 31059, "loss_box_reg": 0.00546069722622633, "loss_cls": 0.03099955595098436, "loss_rpn_cls": 0.0007055518874494737, "loss_rpn_loc": 0.001001305197860347, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5141453829128295, "total_loss": 0.0378824766788739}
{"data_time": 0.0035327596124261618, "eta_seconds": 4634.441808926174, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16064516129032258, "fast_rcnn/fg_cls_accuracy": 0.8393548387096774, "iteration": 31079, "loss_box_reg": 0.0056239578407257795, "loss_cls": 0.033803868369432166, "loss_rpn_cls": 0.0005929209144142078, "loss_rpn_loc": 0.0009609535009076353, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5231344599742442, "total_loss": 0.04181377797533514}
{"data_time": 0.004134400747716427, "eta_seconds": 4624.051848587813, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09047619047619047, "fast_rcnn/fg_cls_accuracy": 0.9095238095238095, "iteration": 31099, "loss_box_reg": 0.005317473667673767, "loss_cls": 0.03201049633207731, "loss_rpn_cls": 0.0007615954957600479, "loss_rpn_loc": 0.0012919477831019321, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5181096780579537, "total_loss": 0.04061468254553802}
{"data_time": 0.0033464115113019943, "eta_seconds": 4613.211259362986, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.07179487179487179, "fast_rcnn/fg_cls_accuracy": 0.9282051282051282, "iteration": 31119, "loss_box_reg": 0.005255820287857205, "loss_cls": 0.0322709032043349, "loss_rpn_cls": 0.0005361619948871521, "loss_rpn_loc": 0.0012114023902540794, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5252024177461863, "total_loss": 0.038877977804986585}
{"data_time": 0.003676826599985361, "eta_seconds": 4602.23181189131, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08249158249158249, "fast_rcnn/fg_cls_accuracy": 0.9076704545454546, "iteration": 31139, "loss_box_reg": 0.00548414776858408, "loss_cls": 0.029672448785277084, "loss_rpn_cls": 0.0006109664348059596, "loss_rpn_loc": 0.0009679702088760678, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5133026235271245, "total_loss": 0.038370170309008245}
{"data_time": 0.0033841601107269526, "eta_seconds": 4590.039765128866, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10854700854700855, "fast_rcnn/fg_cls_accuracy": 0.8623680241327301, "iteration": 31159, "loss_box_reg": 0.005449441843666136, "loss_cls": 0.029312009282875806, "loss_rpn_cls": 0.000650736756540482, "loss_rpn_loc": 0.0009250330913346261, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.511144918622449, "total_loss": 0.036771179825905165}
{"data_time": 0.003656937973573804, "eta_seconds": 4578.714078690391, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.07846153846153847, "fast_rcnn/fg_cls_accuracy": 0.9215384615384616, "iteration": 31179, "loss_box_reg": 0.0051835582562489435, "loss_cls": 0.03353157243691385, "loss_rpn_cls": 0.0005820013158768234, "loss_rpn_loc": 0.0011547741523827426, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.527448441600427, "total_loss": 0.040579060832214964}
{"data_time": 0.0035377349704504013, "eta_seconds": 4568.332684112247, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16620879120879123, "fast_rcnn/fg_cls_accuracy": 0.8337912087912087, "iteration": 31199, "loss_box_reg": 0.0052686051349155605, "loss_cls": 0.030509216390782967, "loss_rpn_cls": 0.00045749148205231904, "loss_rpn_loc": 0.0010711020040616859, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202736861538142, "total_loss": 0.03780368145726243}
{"data_time": 0.003637718502432108, "eta_seconds": 4558.8891728986055, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1481818181818182, "fast_rcnn/fg_cls_accuracy": 0.8318181818181818, "iteration": 31219, "loss_box_reg": 0.005358265814720653, "loss_cls": 0.02923864114563912, "loss_rpn_cls": 0.000719149074257075, "loss_rpn_loc": 0.0008267381872428814, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.522613454144448, "total_loss": 0.03708537871898443}
{"data_time": 0.003713124431669712, "eta_seconds": 4549.042672086507, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3276143790849673, "fast_rcnn/fg_cls_accuracy": 0.6723856209150327, "iteration": 31239, "loss_box_reg": 0.005325298887328245, "loss_cls": 0.030386690428713337, "loss_rpn_cls": 0.0005210936724324711, "loss_rpn_loc": 0.0011199015516467625, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5293882004916668, "total_loss": 0.03720838712047225}
{"data_time": 0.0036048423498868942, "eta_seconds": 4536.562251294265, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12372448979591837, "fast_rcnn/fg_cls_accuracy": 0.8708333333333333, "iteration": 31259, "loss_box_reg": 0.005315569316735491, "loss_cls": 0.031615814892575145, "loss_rpn_cls": 0.0005123260023083276, "loss_rpn_loc": 0.0010015923871833365, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5170870581641793, "total_loss": 0.03847392380714609}
{"data_time": 0.0036440580151975155, "eta_seconds": 4528.831150588347, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.049516908212560384, "fast_rcnn/fg_cls_accuracy": 0.9504830917874396, "iteration": 31279, "loss_box_reg": 0.005153173304279335, "loss_cls": 0.02994384028716013, "loss_rpn_cls": 0.0004382044437534205, "loss_rpn_loc": 0.0013767189939244417, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250529390759766, "total_loss": 0.03782652522909302}
{"data_time": 0.0034979369957000017, "eta_seconds": 4521.267614527373, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07106812447434818, "fast_rcnn/fg_cls_accuracy": 0.9289318755256518, "iteration": 31299, "loss_box_reg": 0.005720816436223686, "loss_cls": 0.03269447077764198, "loss_rpn_cls": 0.0012892489210116764, "loss_rpn_loc": 0.001246962382538186, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249598538503051, "total_loss": 0.03994614852865652}
{"data_time": 0.00379938050173223, "eta_seconds": 4511.258658117382, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.880184331797235, "iteration": 31319, "loss_box_reg": 0.005867765343282372, "loss_cls": 0.03165709218592383, "loss_rpn_cls": 0.0006877931716644525, "loss_rpn_loc": 0.0009816230449359864, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5241892973426729, "total_loss": 0.03865039647382673}
{"data_time": 0.0035099422093480825, "eta_seconds": 4500.482566305203, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06256109481915934, "fast_rcnn/fg_cls_accuracy": 0.9374389051808407, "iteration": 31339, "loss_box_reg": 0.005572339272475801, "loss_cls": 0.031329795136116445, "loss_rpn_cls": 0.0006760749566865343, "loss_rpn_loc": 0.0012027786215185188, "lr": 0.005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5178168269339949, "total_loss": 0.040107144945750406}
{"data_time": 0.003737661987543106, "eta_seconds": 4486.73413189128, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09651162790697675, "fast_rcnn/fg_cls_accuracy": 0.9034883720930232, "iteration": 31359, "loss_box_reg": 0.005678293702658266, "loss_cls": 0.031382728077005595, "loss_rpn_cls": 0.0005503576138607968, "loss_rpn_loc": 0.0010797180093504721, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5116112453397363, "total_loss": 0.038925739476553645}
{"data_time": 0.0036588243674486876, "eta_seconds": 4477.475477052387, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07655826558265583, "fast_rcnn/fg_cls_accuracy": 0.9234417344173442, "iteration": 31379, "loss_box_reg": 0.00510440299694892, "loss_cls": 0.028895449242554605, "loss_rpn_cls": 0.0005483677938400433, "loss_rpn_loc": 0.001059136735420907, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211465482134372, "total_loss": 0.03719918594435967}
{"data_time": 0.003403041046112776, "eta_seconds": 4468.666674757842, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20075046904315197, "fast_rcnn/fg_cls_accuracy": 0.799249530956848, "iteration": 31399, "loss_box_reg": 0.005930542421992868, "loss_cls": 0.030987835343694314, "loss_rpn_cls": 0.0006112215056930381, "loss_rpn_loc": 0.001035980558299343, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.529880728572607, "total_loss": 0.038625730021749405}
{"data_time": 0.003429683391004801, "eta_seconds": 4458.129073538119, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09405405405405406, "fast_rcnn/fg_cls_accuracy": 0.905945945945946, "iteration": 31419, "loss_box_reg": 0.005557367403525859, "loss_cls": 0.02831690458697267, "loss_rpn_cls": 0.0006900955034438994, "loss_rpn_loc": 0.0011182068028574577, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186989489011467, "total_loss": 0.03545053381441221}
{"data_time": 0.0032491167075932026, "eta_seconds": 4446.998583671404, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 31439, "loss_box_reg": 0.005429862387245521, "loss_cls": 0.03076328765018843, "loss_rpn_cls": 0.0004497669661986947, "loss_rpn_loc": 0.0008819509348541033, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5189622577745467, "total_loss": 0.03875952006001171}
{"data_time": 0.0036823635455220938, "eta_seconds": 4438.1274216386955, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.08193979933110368, "fast_rcnn/fg_cls_accuracy": 0.9180602006688963, "iteration": 31459, "loss_box_reg": 0.005231343311606906, "loss_cls": 0.030121261690510437, "loss_rpn_cls": 0.0007980284466384546, "loss_rpn_loc": 0.0010787734026962426, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225548520684242, "total_loss": 0.03679806348395687}
{"data_time": 0.003359508467838168, "eta_seconds": 4427.003161248518, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21793478260869564, "fast_rcnn/fg_cls_accuracy": 0.7820652173913043, "iteration": 31479, "loss_box_reg": 0.006022128043696284, "loss_cls": 0.031573236774420366, "loss_rpn_cls": 0.0006382230610597617, "loss_rpn_loc": 0.0009328382930107182, "lr": 0.005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156646471004933, "total_loss": 0.039278143205820015}
{"data_time": 0.003587319515645504, "eta_seconds": 4416.612354626646, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14722222222222223, "fast_rcnn/fg_cls_accuracy": 0.8527777777777779, "iteration": 31499, "loss_box_reg": 0.005726516159484163, "loss_cls": 0.02982875140151009, "loss_rpn_cls": 0.0007608602438722301, "loss_rpn_loc": 0.0010387886868556961, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188678842969239, "total_loss": 0.038154785712777084}
{"data_time": 0.0035700490698218346, "eta_seconds": 4405.44270390342, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10727969348659003, "fast_rcnn/fg_cls_accuracy": 0.89272030651341, "iteration": 31519, "loss_box_reg": 0.0056215549557236955, "loss_cls": 0.03140731583698653, "loss_rpn_cls": 0.0004953397177587249, "loss_rpn_loc": 0.0009159781184280291, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074152215383947, "total_loss": 0.03880217236849148}
{"data_time": 0.003665617434307933, "eta_seconds": 4396.557325194357, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.8806818181818181, "iteration": 31539, "loss_box_reg": 0.005739457788877189, "loss_cls": 0.030179770838003606, "loss_rpn_cls": 0.0008546438524490441, "loss_rpn_loc": 0.0011302126440568827, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342850128654391, "total_loss": 0.03885153525345686}
{"data_time": 0.003483592066913843, "eta_seconds": 4385.439934761031, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09673659673659674, "fast_rcnn/fg_cls_accuracy": 0.9032634032634033, "iteration": 31559, "loss_box_reg": 0.005564808161580004, "loss_cls": 0.031434463715413585, "loss_rpn_cls": 0.000535581910298788, "loss_rpn_loc": 0.0010679830811568536, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5144082144834101, "total_loss": 0.039851812484585025}
{"data_time": 0.0034280470572412014, "eta_seconds": 4375.772276972188, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0349969567863664, "fast_rcnn/fg_cls_accuracy": 0.9650030432136336, "iteration": 31579, "loss_box_reg": 0.005828746478073299, "loss_cls": 0.030224289424950257, "loss_rpn_cls": 0.0006819335503678303, "loss_rpn_loc": 0.001350793421806884, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202923701144755, "total_loss": 0.03875778905046445}
{"data_time": 0.003593433415517211, "eta_seconds": 4362.634187355405, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1125, "fast_rcnn/fg_cls_accuracy": 0.8717105263157895, "iteration": 31599, "loss_box_reg": 0.005281936159008183, "loss_cls": 0.030087685910984874, "loss_rpn_cls": 0.0005781510948281721, "loss_rpn_loc": 0.0011494270620460156, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5137686443049461, "total_loss": 0.038555875326153455}
{"data_time": 0.003712709527462721, "eta_seconds": 4353.815157952253, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11483516483516484, "fast_rcnn/fg_cls_accuracy": 0.8670995670995671, "iteration": 31619, "loss_box_reg": 0.005601066368399188, "loss_cls": 0.031099180749151856, "loss_rpn_cls": 0.0003998571989143329, "loss_rpn_loc": 0.0010510439360587043, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5198019340168685, "total_loss": 0.037446016742478605}
{"data_time": 0.0035578880924731493, "eta_seconds": 4343.108884251444, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17378048780487804, "fast_rcnn/fg_cls_accuracy": 0.8262195121951219, "iteration": 31639, "loss_box_reg": 0.005380357557442039, "loss_cls": 0.03099914826452732, "loss_rpn_cls": 0.0007386013951418136, "loss_rpn_loc": 0.0008866286843840498, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5130115554202348, "total_loss": 0.03839337724400593}
{"data_time": 0.0033412144985049963, "eta_seconds": 4331.476223869948, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.085995085995086, "fast_rcnn/fg_cls_accuracy": 0.914004914004914, "iteration": 31659, "loss_box_reg": 0.005660947892465629, "loss_cls": 0.030548454844392836, "loss_rpn_cls": 0.00047173585187465505, "loss_rpn_loc": 0.0009737305936141638, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5243352325633168, "total_loss": 0.03835440094940168}
{"data_time": 0.0036674689035862684, "eta_seconds": 4321.090236041462, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11658456486042693, "fast_rcnn/fg_cls_accuracy": 0.8834154351395731, "iteration": 31679, "loss_box_reg": 0.005350853985873982, "loss_cls": 0.02782385575119406, "loss_rpn_cls": 0.00043334236056580266, "loss_rpn_loc": 0.0011327205693305586, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5280464882962406, "total_loss": 0.035657252813052764}
{"data_time": 0.003454772522673011, "eta_seconds": 4312.256249392871, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08359133126934984, "fast_rcnn/fg_cls_accuracy": 0.9164086687306501, "iteration": 31699, "loss_box_reg": 0.0054706560767954215, "loss_cls": 0.03203726085484959, "loss_rpn_cls": 0.00038344957297908877, "loss_rpn_loc": 0.0010887701591855148, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5185044000390917, "total_loss": 0.03918773683193422}
{"data_time": 0.0035751275718212128, "eta_seconds": 4302.622530288063, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0775, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 31719, "loss_box_reg": 0.005320224154274911, "loss_cls": 0.03133590941433795, "loss_rpn_cls": 0.00032550695470945357, "loss_rpn_loc": 0.0010948855815513525, "lr": 0.005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.519670455949381, "total_loss": 0.03761203083081455}
{"data_time": 0.0034779042471200228, "eta_seconds": 4292.997094195103, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.8371794871794872, "iteration": 31739, "loss_box_reg": 0.00583903823280707, "loss_cls": 0.031636303931009024, "loss_rpn_cls": 0.0009306577617280709, "loss_rpn_loc": 0.0009536892830510624, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5229659315664321, "total_loss": 0.03955126889150051}
{"data_time": 0.0032765460200607777, "eta_seconds": 4282.6036863892805, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11049107142857142, "fast_rcnn/fg_cls_accuracy": 0.8895089285714286, "iteration": 31759, "loss_box_reg": 0.005391217724536546, "loss_cls": 0.029332022968446836, "loss_rpn_cls": 0.0005421941690428866, "loss_rpn_loc": 0.0008593588117946638, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125443744473159, "total_loss": 0.03626179403897822}
{"data_time": 0.0033890209160745144, "eta_seconds": 4271.447871210985, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10049019607843138, "fast_rcnn/fg_cls_accuracy": 0.8995098039215685, "iteration": 31779, "loss_box_reg": 0.005536397293326445, "loss_cls": 0.028583118692040443, "loss_rpn_cls": 0.0004355579345656224, "loss_rpn_loc": 0.0012391146301524714, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5196265773847699, "total_loss": 0.03697087878316552}
{"data_time": 0.0036624528001993895, "eta_seconds": 4263.693844789173, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07146908678389109, "fast_rcnn/fg_cls_accuracy": 0.9285309132161089, "iteration": 31799, "loss_box_reg": 0.005654608190525323, "loss_cls": 0.0323004673991818, "loss_rpn_cls": 0.0008998638410844251, "loss_rpn_loc": 0.0009782232973520877, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5265975915826857, "total_loss": 0.040773217831429065}
{"data_time": 0.003841646248474717, "eta_seconds": 4254.579152987804, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08831168831168831, "fast_rcnn/fg_cls_accuracy": 0.9116883116883117, "iteration": 31819, "loss_box_reg": 0.005660032853484154, "loss_cls": 0.02936379617312923, "loss_rpn_cls": 0.00041910536106115615, "loss_rpn_loc": 0.0009751389861776261, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.526328211184591, "total_loss": 0.03717784308878436}
{"data_time": 0.0035059505607932806, "eta_seconds": 4243.721586761298, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.09047619047619047, "fast_rcnn/fg_cls_accuracy": 0.8952380952380952, "iteration": 31839, "loss_box_reg": 0.005495164543390274, "loss_cls": 0.03310156939551234, "loss_rpn_cls": 0.0005008526524079571, "loss_rpn_loc": 0.0011209676949874847, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5105758816935122, "total_loss": 0.040825060072961605}
{"data_time": 0.0037122408393770456, "eta_seconds": 4233.048289601458, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1547008547008547, "fast_rcnn/fg_cls_accuracy": 0.8444444444444444, "iteration": 31859, "loss_box_reg": 0.0057155976828653365, "loss_cls": 0.032280647807056084, "loss_rpn_cls": 0.0004380481629482347, "loss_rpn_loc": 0.0008995095231512096, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235444572754204, "total_loss": 0.03887816446203374}
{"data_time": 0.003825228428468108, "eta_seconds": 4224.0836112282705, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09601449275362318, "fast_rcnn/fg_cls_accuracy": 0.9039855072463767, "iteration": 31879, "loss_box_reg": 0.005419667693786323, "loss_cls": 0.03201529255602509, "loss_rpn_cls": 0.0004554893577051189, "loss_rpn_loc": 0.0009476840514253126, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5191561644896865, "total_loss": 0.04015301366428048}
{"data_time": 0.003607105230912566, "eta_seconds": 4211.703918624204, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.06361239288068557, "fast_rcnn/fg_cls_accuracy": 0.9363876071193145, "iteration": 31899, "loss_box_reg": 0.005091922590509057, "loss_cls": 0.029175061790738255, "loss_rpn_cls": 0.0007268045537784928, "loss_rpn_loc": 0.00112078815982386, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143553530797362, "total_loss": 0.037552511749424866}
{"data_time": 0.0034878335427492857, "eta_seconds": 4199.7923872554675, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07453703703703704, "fast_rcnn/fg_cls_accuracy": 0.9081521739130435, "iteration": 31919, "loss_box_reg": 0.006020456756232306, "loss_cls": 0.032162047806195915, "loss_rpn_cls": 0.000594173345461968, "loss_rpn_loc": 0.0009981128423532937, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5200493286829442, "total_loss": 0.038953872731326555}
{"data_time": 0.0034080692566931248, "eta_seconds": 4190.1994775205385, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.155, "fast_rcnn/fg_cls_accuracy": 0.845, "iteration": 31939, "loss_box_reg": 0.005514125266927294, "loss_cls": 0.03417080678627826, "loss_rpn_cls": 0.0007091626443980203, "loss_rpn_loc": 0.0009145208732661558, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5251444047316909, "total_loss": 0.04196021448535703}
{"data_time": 0.003419483546167612, "eta_seconds": 4179.003908664919, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1013767209011264, "fast_rcnn/fg_cls_accuracy": 0.8986232790988735, "iteration": 31959, "loss_box_reg": 0.0059999338700436056, "loss_cls": 0.029586954682599753, "loss_rpn_cls": 0.0006474116544268327, "loss_rpn_loc": 0.0011157334465679014, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5175071449484676, "total_loss": 0.03718352636508371}
{"data_time": 0.0034005302004516125, "eta_seconds": 4170.111977692228, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 31979, "loss_box_reg": 0.005174184014322236, "loss_cls": 0.02859230915782973, "loss_rpn_cls": 0.0005028814171055274, "loss_rpn_loc": 0.0008366021775145782, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5235963393934071, "total_loss": 0.0373173933252815}
{"data_time": 0.003290226450189948, "eta_seconds": 4159.573758730665, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3173345759552656, "fast_rcnn/fg_cls_accuracy": 0.6826654240447344, "iteration": 31999, "loss_box_reg": 0.005707366828573868, "loss_cls": 0.0320924919215031, "loss_rpn_cls": 0.0004622135531917593, "loss_rpn_loc": 0.0009053788144228747, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5170693970285356, "total_loss": 0.03974078340525011}
{"data_time": 0.0034797939006239176, "eta_seconds": 4149.7021084618755, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9155555555555556, "iteration": 32019, "loss_box_reg": 0.005583300953730941, "loss_cls": 0.031113376811845228, "loss_rpn_cls": 0.0006306800677293722, "loss_rpn_loc": 0.0009547934150759829, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5275259548798203, "total_loss": 0.039391015636425664}
{"data_time": 0.003625675570219755, "eta_seconds": 4139.303155677859, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1039136302294197, "fast_rcnn/fg_cls_accuracy": 0.8933143669985775, "iteration": 32039, "loss_box_reg": 0.005611261454760097, "loss_cls": 0.03137558454181999, "loss_rpn_cls": 0.0007570710981781303, "loss_rpn_loc": 0.001146396291005658, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5179576752707362, "total_loss": 0.03942210734828677}
{"data_time": 0.0036561540327966213, "eta_seconds": 4130.457820066949, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.0792778649921507, "fast_rcnn/fg_cls_accuracy": 0.9207221350078494, "iteration": 32059, "loss_box_reg": 0.0053210683254292235, "loss_cls": 0.030012869799975306, "loss_rpn_cls": 0.0004436027022620692, "loss_rpn_loc": 0.001057002007655683, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5299643124453723, "total_loss": 0.037350124908130056}
{"data_time": 0.0035369121469557285, "eta_seconds": 4118.921540097566, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13657407407407407, "fast_rcnn/fg_cls_accuracy": 0.8425925925925926, "iteration": 32079, "loss_box_reg": 0.00523358368081972, "loss_cls": 0.03131506679346785, "loss_rpn_cls": 0.000429931374469561, "loss_rpn_loc": 0.001292632016884454, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5181933320127428, "total_loss": 0.03966451073324606}
{"data_time": 0.003820057027041912, "eta_seconds": 4109.652088697767, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12481146304675717, "fast_rcnn/fg_cls_accuracy": 0.8751885369532428, "iteration": 32099, "loss_box_reg": 0.00542310559831094, "loss_cls": 0.030230472038965672, "loss_rpn_cls": 0.0005366262656707477, "loss_rpn_loc": 0.0012564060925797094, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5209223804995418, "total_loss": 0.038563962633929805}
{"data_time": 0.0036992558743804693, "eta_seconds": 4098.121532320278, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07793522267206478, "fast_rcnn/fg_cls_accuracy": 0.9197099892588614, "iteration": 32119, "loss_box_reg": 0.005602640318102203, "loss_cls": 0.03156820888398215, "loss_rpn_cls": 0.0006764802135421633, "loss_rpn_loc": 0.0009547778536216356, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.518957189982757, "total_loss": 0.03906884025445834}
{"data_time": 0.003248164663091302, "eta_seconds": 4088.8463573285844, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08892763731473409, "fast_rcnn/fg_cls_accuracy": 0.9110723626852659, "iteration": 32139, "loss_box_reg": 0.005426618474302813, "loss_cls": 0.03316621936392039, "loss_rpn_cls": 0.0006748793463771108, "loss_rpn_loc": 0.0011263692358625121, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5205602119676769, "total_loss": 0.040296490507614635}
{"data_time": 0.0037039529997855425, "eta_seconds": 4079.6124740676023, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11145510835913312, "fast_rcnn/fg_cls_accuracy": 0.8885448916408669, "iteration": 32159, "loss_box_reg": 0.005566200052271597, "loss_cls": 0.03224286052864045, "loss_rpn_cls": 0.0003657701117845136, "loss_rpn_loc": 0.0009024345617945073, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5156272689346224, "total_loss": 0.039517689030788006}
{"data_time": 0.0034462164621800184, "eta_seconds": 4069.206626665313, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09372822299651568, "fast_rcnn/fg_cls_accuracy": 0.9062717770034843, "iteration": 32179, "loss_box_reg": 0.005101963659399189, "loss_cls": 0.029889450161135755, "loss_rpn_cls": 0.0005216260607312506, "loss_rpn_loc": 0.0012653207195398863, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5273705560248345, "total_loss": 0.037138787159165076}
{"data_time": 0.0038130180910229683, "eta_seconds": 4056.5215167657007, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09502923976608187, "fast_rcnn/fg_cls_accuracy": 0.9049707602339181, "iteration": 32199, "loss_box_reg": 0.0057018332299776375, "loss_cls": 0.02922709909034893, "loss_rpn_cls": 0.0006910229271852586, "loss_rpn_loc": 0.001136105383920949, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.512266929494217, "total_loss": 0.036826598098514296}
{"data_time": 0.003507739631459117, "eta_seconds": 4045.712580621708, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12532705389848248, "fast_rcnn/fg_cls_accuracy": 0.8746729461015175, "iteration": 32219, "loss_box_reg": 0.005653415355482139, "loss_cls": 0.033882707997690886, "loss_rpn_cls": 0.0006920902260389994, "loss_rpn_loc": 0.0009587937265678192, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5154710449278355, "total_loss": 0.042056126352662204}
{"data_time": 0.0037297355011105537, "eta_seconds": 4035.721508988412, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08409090909090909, "fast_rcnn/fg_cls_accuracy": 0.9159090909090909, "iteration": 32239, "loss_box_reg": 0.005606540551525541, "loss_cls": 0.03200022439705208, "loss_rpn_cls": 0.0004191152439716461, "loss_rpn_loc": 0.0012235065460117767, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5237611464690417, "total_loss": 0.03967831191607729}
{"data_time": 0.0033459016121923923, "eta_seconds": 4025.321505099768, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.0671417854463616, "fast_rcnn/fg_cls_accuracy": 0.9328582145536384, "iteration": 32259, "loss_box_reg": 0.005774610282969661, "loss_cls": 0.031683393026469275, "loss_rpn_cls": 0.0007442376358426372, "loss_rpn_loc": 0.0011954616129514761, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.514114806195721, "total_loss": 0.03939498595531177}
{"data_time": 0.003365104552358389, "eta_seconds": 4014.927917150315, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 32279, "loss_box_reg": 0.005225133121712133, "loss_cls": 0.02955885248957202, "loss_rpn_cls": 0.0006019241695867095, "loss_rpn_loc": 0.0010588142686174251, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.527598807355389, "total_loss": 0.03614806158043393}
{"data_time": 0.003484439803287387, "eta_seconds": 4003.4578349925578, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09878048780487805, "fast_rcnn/fg_cls_accuracy": 0.8890243902439025, "iteration": 32299, "loss_box_reg": 0.0054463532724184915, "loss_cls": 0.030033990798983723, "loss_rpn_cls": 0.0008474433263927494, "loss_rpn_loc": 0.0011329716908221599, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5148345283232629, "total_loss": 0.037915236902904326}
{"data_time": 0.0033536390401422977, "eta_seconds": 3992.4518119443674, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1567321178120617, "fast_rcnn/fg_cls_accuracy": 0.8432678821879382, "iteration": 32319, "loss_box_reg": 0.005511328359716572, "loss_cls": 0.03384918693336658, "loss_rpn_cls": 0.0007486386983828197, "loss_rpn_loc": 0.0011082693144999212, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513970366679132, "total_loss": 0.04079051235140696}
{"data_time": 0.0038477559573948383, "eta_seconds": 3982.6633520163596, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18019480519480519, "fast_rcnn/fg_cls_accuracy": 0.8198051948051948, "iteration": 32339, "loss_box_reg": 0.005555717536481097, "loss_cls": 0.03228739136829972, "loss_rpn_cls": 0.001018184016061241, "loss_rpn_loc": 0.0010390209336037515, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5303636719472706, "total_loss": 0.03915527004460273}
{"data_time": 0.0033424808643758297, "eta_seconds": 3971.728477135068, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.08059299191374664, "fast_rcnn/fg_cls_accuracy": 0.9194070080862533, "iteration": 32359, "loss_box_reg": 0.005713055361411534, "loss_cls": 0.03047585199237801, "loss_rpn_cls": 0.0004471977294997487, "loss_rpn_loc": 0.0008461381494271336, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5117923754733056, "total_loss": 0.03824802966937568}
{"data_time": 0.003709271550178528, "eta_seconds": 3961.3326428800356, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12698412698412698, "fast_rcnn/fg_cls_accuracy": 0.873015873015873, "iteration": 32379, "loss_box_reg": 0.006018592554028146, "loss_cls": 0.030962661636294797, "loss_rpn_cls": 0.000342930140561748, "loss_rpn_loc": 0.0009249054564861581, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5238423510454595, "total_loss": 0.03971862039736607}
{"data_time": 0.0036210254766047, "eta_seconds": 3950.9368086250033, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.03518518518518518, "fast_rcnn/fg_cls_accuracy": 0.9648148148148148, "iteration": 32399, "loss_box_reg": 0.005824584237416275, "loss_cls": 0.030139143695123494, "loss_rpn_cls": 0.0005487477252898998, "loss_rpn_loc": 0.0010013467490352923, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5264371405355632, "total_loss": 0.038334315473889546}
{"data_time": 0.0037176755722612143, "eta_seconds": 3943.0827785865404, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.07417582417582418, "fast_rcnn/fg_cls_accuracy": 0.9258241758241759, "iteration": 32419, "loss_box_reg": 0.005914219334954396, "loss_cls": 0.030942689336370677, "loss_rpn_cls": 0.0005158618867824316, "loss_rpn_loc": 0.0008888904030754929, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5219653178937733, "total_loss": 0.039040589963946104}
{"data_time": 0.0037276700604707003, "eta_seconds": 3931.3414085698314, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10101867572156197, "fast_rcnn/fg_cls_accuracy": 0.8973684210526316, "iteration": 32439, "loss_box_reg": 0.005946964636677876, "loss_cls": 0.029666176240425557, "loss_rpn_cls": 0.0008115069849736756, "loss_rpn_loc": 0.0010160865858779289, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5181316661182791, "total_loss": 0.0379169202325329}
{"data_time": 0.0035643414594233036, "eta_seconds": 3919.7493058599066, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2147562582345191, "fast_rcnn/fg_cls_accuracy": 0.785243741765481, "iteration": 32459, "loss_box_reg": 0.005365156888728961, "loss_cls": 0.03280141172581352, "loss_rpn_cls": 0.0005214876591139728, "loss_rpn_loc": 0.0009196558385156095, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.508578306529671, "total_loss": 0.03949772405769636}
{"data_time": 0.0035854701418429613, "eta_seconds": 3909.2865613375325, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.06742424242424241, "fast_rcnn/fg_cls_accuracy": 0.9325757575757576, "iteration": 32479, "loss_box_reg": 0.005614269743091427, "loss_cls": 0.03218588631716557, "loss_rpn_cls": 0.0011590231879381463, "loss_rpn_loc": 0.0009532627118460368, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5173135416116565, "total_loss": 0.04126794441464199}
{"data_time": 0.003560595214366913, "eta_seconds": 3898.957637349842, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08800773694390715, "fast_rcnn/fg_cls_accuracy": 0.9119922630560928, "iteration": 32499, "loss_box_reg": 0.005385362484958023, "loss_cls": 0.031213380629196763, "loss_rpn_cls": 0.00035454937960821553, "loss_rpn_loc": 0.0008958307116699871, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5226731959264725, "total_loss": 0.03963704465604678}
{"data_time": 0.0035713096149265766, "eta_seconds": 3891.0700786975212, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1492063492063492, "fast_rcnn/fg_cls_accuracy": 0.8507936507936508, "iteration": 32519, "loss_box_reg": 0.005380415197578259, "loss_cls": 0.029905796429375187, "loss_rpn_cls": 0.0006105460360004145, "loss_rpn_loc": 0.0012720544837065972, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5167609164491296, "total_loss": 0.03715855884070152}
{"data_time": 0.0035838675685226917, "eta_seconds": 3877.257938248571, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.054093567251461985, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 32539, "loss_box_reg": 0.005940082133747637, "loss_cls": 0.03089776131673716, "loss_rpn_cls": 0.0005263926581164924, "loss_rpn_loc": 0.0009951502124749823, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5158188976347446, "total_loss": 0.038333423085987306}
{"data_time": 0.0035852629225701094, "eta_seconds": 3865.3443882286083, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16934046345811052, "fast_rcnn/fg_cls_accuracy": 0.8306595365418895, "iteration": 32559, "loss_box_reg": 0.005529896967345849, "loss_cls": 0.034671220812015235, "loss_rpn_cls": 0.0008647290060252999, "loss_rpn_loc": 0.0012259725881449413, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5140781889203936, "total_loss": 0.04193798966252871}
{"data_time": 0.0039594401605427265, "eta_seconds": 3853.293757680338, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05263157894736842, "fast_rcnn/fg_cls_accuracy": 0.9403508771929825, "iteration": 32579, "loss_box_reg": 0.005303941448801197, "loss_cls": 0.02998709975508973, "loss_rpn_cls": 0.0005858641712848112, "loss_rpn_loc": 0.0008320053129864391, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.51813720096834, "total_loss": 0.03669345698540383}
{"data_time": 0.0034078964963555336, "eta_seconds": 3842.6077451042365, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.920807453416149, "iteration": 32599, "loss_box_reg": 0.005748579875216819, "loss_cls": 0.027932988246902823, "loss_rpn_cls": 0.0006964249764678243, "loss_rpn_loc": 0.0010649687028490007, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087596364319324, "total_loss": 0.03658144928567708}
{"data_time": 0.0034014680422842503, "eta_seconds": 3831.521162321558, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09674922600619196, "fast_rcnn/fg_cls_accuracy": 0.8828522920203735, "iteration": 32619, "loss_box_reg": 0.005749281277530827, "loss_cls": 0.031074530066689476, "loss_rpn_cls": 0.0005293454721595481, "loss_rpn_loc": 0.0011756111853173934, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5088540080469102, "total_loss": 0.04007303543392027}
{"data_time": 0.0036917405668646097, "eta_seconds": 3822.7010504521895, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08703703703703704, "fast_rcnn/fg_cls_accuracy": 0.8928571428571428, "iteration": 32639, "loss_box_reg": 0.005678483328665607, "loss_cls": 0.03220774297369644, "loss_rpn_cls": 0.0005962008106621397, "loss_rpn_loc": 0.0013065356470178813, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5246250389609486, "total_loss": 0.04190009401003181}
{"data_time": 0.0034117144532501698, "eta_seconds": 3812.314687049249, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14213624894869636, "fast_rcnn/fg_cls_accuracy": 0.8578637510513036, "iteration": 32659, "loss_box_reg": 0.0058130277175223455, "loss_cls": 0.031098168081371114, "loss_rpn_cls": 0.0005626556129527671, "loss_rpn_loc": 0.0010671686886780662, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5274419616907835, "total_loss": 0.03750672251339893}
{"data_time": 0.003674937877804041, "eta_seconds": 3801.369572830852, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0608294930875576, "fast_rcnn/fg_cls_accuracy": 0.9344086021505376, "iteration": 32679, "loss_box_reg": 0.005499952021637, "loss_cls": 0.029831952531822026, "loss_rpn_cls": 0.0007462251593892688, "loss_rpn_loc": 0.0009506744008831447, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5184217877686024, "total_loss": 0.03833651269439997}
{"data_time": 0.0034556405153125525, "eta_seconds": 3790.984735860955, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.21964285714285714, "fast_rcnn/fg_cls_accuracy": 0.7803571428571429, "iteration": 32699, "loss_box_reg": 0.005327571969246492, "loss_cls": 0.03288397780852392, "loss_rpn_cls": 0.0005736279794064103, "loss_rpn_loc": 0.0008580259418522473, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5187603295780718, "total_loss": 0.04134658459327056}
{"data_time": 0.0035169925540685654, "eta_seconds": 3782.2298737659585, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06674082313681869, "fast_rcnn/fg_cls_accuracy": 0.9332591768631813, "iteration": 32719, "loss_box_reg": 0.005281410267343745, "loss_cls": 0.029228930041426793, "loss_rpn_cls": 0.0005800047807724695, "loss_rpn_loc": 0.0008931685479183216, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5239818580448627, "total_loss": 0.03638406952165951}
{"data_time": 0.003618823131546378, "eta_seconds": 3770.2150619211607, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07083333333333333, "fast_rcnn/fg_cls_accuracy": 0.9141129032258064, "iteration": 32739, "loss_box_reg": 0.005270853405818343, "loss_cls": 0.030771011050092056, "loss_rpn_cls": 0.0007418922843953624, "loss_rpn_loc": 0.000982022321295517, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5145928934216499, "total_loss": 0.03815782814737645}
{"data_time": 0.003693019039928913, "eta_seconds": 3760.3828700345475, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06787330316742082, "fast_rcnn/fg_cls_accuracy": 0.9321266968325792, "iteration": 32759, "loss_box_reg": 0.0057232605904573575, "loss_cls": 0.03117562737315893, "loss_rpn_cls": 0.0008182950838317993, "loss_rpn_loc": 0.0009795700188988121, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5193426334299147, "total_loss": 0.04010934203853367}
{"data_time": 0.0034793810918927193, "eta_seconds": 3749.996506631607, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.08059299191374664, "fast_rcnn/fg_cls_accuracy": 0.9194070080862533, "iteration": 32779, "loss_box_reg": 0.005624069774057716, "loss_cls": 0.02944259039941244, "loss_rpn_cls": 0.0005590623809439421, "loss_rpn_loc": 0.001144354535426828, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5202275817282498, "total_loss": 0.037244312531015566}
{"data_time": 0.003447207622230053, "eta_seconds": 3738.469253034331, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18007662835249041, "fast_rcnn/fg_cls_accuracy": 0.8199233716475096, "iteration": 32799, "loss_box_reg": 0.006092082097893581, "loss_cls": 0.03211770605412312, "loss_rpn_cls": 0.0005416213928697289, "loss_rpn_loc": 0.0011004794505424798, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.521312011172995, "total_loss": 0.04072816972262672}
{"data_time": 0.003254612209275365, "eta_seconds": 3727.6999683824833, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06470315398886828, "fast_rcnn/fg_cls_accuracy": 0.9352968460111317, "iteration": 32819, "loss_box_reg": 0.0056882408243836835, "loss_cls": 0.031005597789771855, "loss_rpn_cls": 0.0006960911678675075, "loss_rpn_loc": 0.0009998683617595816, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5268593290820718, "total_loss": 0.03892680788214875}
{"data_time": 0.00337972235865891, "eta_seconds": 3717.317848988576, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18433652530779754, "fast_rcnn/fg_cls_accuracy": 0.8156634746922025, "iteration": 32839, "loss_box_reg": 0.005696631225873716, "loss_cls": 0.03216075152158737, "loss_rpn_cls": 0.0005573797678835035, "loss_rpn_loc": 0.0009096604953811038, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142311309464276, "total_loss": 0.039582116084488916}
{"data_time": 0.003332016058266163, "eta_seconds": 3705.269000852946, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.049754299754299756, "fast_rcnn/fg_cls_accuracy": 0.9502457002457003, "iteration": 32859, "loss_box_reg": 0.0059855657746084034, "loss_cls": 0.03190152515890077, "loss_rpn_cls": 0.0005557387681278669, "loss_rpn_loc": 0.0011255978679400869, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5101088839583099, "total_loss": 0.040338605024317076}
{"data_time": 0.0035826112143695354, "eta_seconds": 3694.8915495132096, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11248736097067745, "fast_rcnn/fg_cls_accuracy": 0.8847176079734219, "iteration": 32879, "loss_box_reg": 0.005556538046221249, "loss_cls": 0.031758954748511314, "loss_rpn_cls": 0.000620201659671693, "loss_rpn_loc": 0.001123919224482961, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5172847609501332, "total_loss": 0.041068136620651785}
{"data_time": 0.0036369275767356157, "eta_seconds": 3684.64364157035, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08526077097505669, "fast_rcnn/fg_cls_accuracy": 0.9147392290249433, "iteration": 32899, "loss_box_reg": 0.005325329868355766, "loss_cls": 0.030492586607579142, "loss_rpn_cls": 0.0007283136935996026, "loss_rpn_loc": 0.0012243872861290583, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5131751706358045, "total_loss": 0.0386984622930413}
{"data_time": 0.003871075576171279, "eta_seconds": 3674.265825371025, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2595526561043803, "fast_rcnn/fg_cls_accuracy": 0.7404473438956198, "iteration": 32919, "loss_box_reg": 0.006493948370916769, "loss_cls": 0.03425043620518409, "loss_rpn_cls": 0.0009282571442099652, "loss_rpn_loc": 0.0010793355377245462, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5209514594171196, "total_loss": 0.042247770620178926}
{"data_time": 0.003764448454603553, "eta_seconds": 3663.5544693232514, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08759590792838876, "fast_rcnn/fg_cls_accuracy": 0.9124040920716112, "iteration": 32939, "loss_box_reg": 0.005739116415497847, "loss_cls": 0.029287198703968897, "loss_rpn_cls": 0.0005403690686307527, "loss_rpn_loc": 0.0009623967343941331, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5174054400995374, "total_loss": 0.037733354204647185}
{"data_time": 0.003564027836546302, "eta_seconds": 3653.7293328561354, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11929824561403508, "fast_rcnn/fg_cls_accuracy": 0.880701754385965, "iteration": 32959, "loss_box_reg": 0.00567275020875968, "loss_cls": 0.029971154261147603, "loss_rpn_cls": 0.0004769424469941441, "loss_rpn_loc": 0.0010448392113175942, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.520368488971144, "total_loss": 0.03794002862309753}
{"data_time": 0.0036102612502872944, "eta_seconds": 3642.800726401154, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.060719640179910044, "fast_rcnn/fg_cls_accuracy": 0.933739012846518, "iteration": 32979, "loss_box_reg": 0.005187055343412794, "loss_cls": 0.029785390972392634, "loss_rpn_cls": 0.000547384073684043, "loss_rpn_loc": 0.0010055170732812257, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5195880844257772, "total_loss": 0.037127254607071336}
{"data_time": 0.0036407974548637867, "eta_seconds": 3632.9367998659145, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08759590792838876, "fast_rcnn/fg_cls_accuracy": 0.9124040920716112, "iteration": 32999, "loss_box_reg": 0.005600076474365778, "loss_cls": 0.03272611874854192, "loss_rpn_cls": 0.0005553347307909462, "loss_rpn_loc": 0.0011886604188475758, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5201552254147828, "total_loss": 0.03999326776738599}
{"data_time": 0.0034376843832433224, "eta_seconds": 3621.436910950346, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.075, "fast_rcnn/fg_cls_accuracy": 0.8925438596491229, "iteration": 33019, "loss_box_reg": 0.005392801569541916, "loss_cls": 0.028280580532737076, "loss_rpn_cls": 0.0003102378955190943, "loss_rpn_loc": 0.00090128324154648, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5174074319656938, "total_loss": 0.03494919602189839}
{"data_time": 0.003416775492951274, "eta_seconds": 3612.5990698088426, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.9396396396396396, "iteration": 33039, "loss_box_reg": 0.0056790722301229835, "loss_cls": 0.03220324753783643, "loss_rpn_cls": 0.00067832303909654, "loss_rpn_loc": 0.0009322578898718348, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5212902333587408, "total_loss": 0.03963502467422586}
{"data_time": 0.0035758083686232567, "eta_seconds": 3601.710980429314, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11104582843713279, "fast_rcnn/fg_cls_accuracy": 0.8574324324324325, "iteration": 33059, "loss_box_reg": 0.00528638185642194, "loss_cls": 0.03064833374810405, "loss_rpn_cls": 0.0006532540487569349, "loss_rpn_loc": 0.000948221067119448, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196335250511765, "total_loss": 0.037721004468608044}
{"data_time": 0.003514363896101713, "eta_seconds": 3591.332905280404, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.07417582417582418, "fast_rcnn/fg_cls_accuracy": 0.9258241758241759, "iteration": 33079, "loss_box_reg": 0.0053866488160565495, "loss_cls": 0.031053662271006033, "loss_rpn_cls": 0.0005780998087629996, "loss_rpn_loc": 0.0010501118576939916, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5154764573089778, "total_loss": 0.03894312213918738}
{"data_time": 0.003580766264349222, "eta_seconds": 3580.2682051281445, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 33099, "loss_box_reg": 0.0054259630996966735, "loss_cls": 0.030519542255206034, "loss_rpn_cls": 0.0006130228218808043, "loss_rpn_loc": 0.0007864609760872554, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5250955473165959, "total_loss": 0.03894987431021946}
{"data_time": 0.0033160322345793247, "eta_seconds": 3569.319500997197, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1043360433604336, "fast_rcnn/fg_cls_accuracy": 0.8956639566395663, "iteration": 33119, "loss_box_reg": 0.005470901523949578, "loss_cls": 0.03178482415387407, "loss_rpn_cls": 0.000552442736136527, "loss_rpn_loc": 0.0009214019373757765, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155428946018219, "total_loss": 0.03966209409588828}
{"data_time": 0.0037635816261172295, "eta_seconds": 3558.9059601465706, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09206349206349207, "fast_rcnn/fg_cls_accuracy": 0.9079365079365079, "iteration": 33139, "loss_box_reg": 0.005504873537574895, "loss_cls": 0.03103358921362087, "loss_rpn_cls": 0.0005070445906198984, "loss_rpn_loc": 0.001023080443701474, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5145111745223403, "total_loss": 0.03994906463231018}
{"data_time": 0.0037937499582767487, "eta_seconds": 3548.811045381939, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08744588744588744, "fast_rcnn/fg_cls_accuracy": 0.9125541125541126, "iteration": 33159, "loss_box_reg": 0.006176729817525484, "loss_cls": 0.031854776956606656, "loss_rpn_cls": 0.0004899099868111989, "loss_rpn_loc": 0.0011522882377903443, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.52203618735075, "total_loss": 0.04034024569068606}
{"data_time": 0.003909685183316469, "eta_seconds": 3538.7638642485254, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05030303030303031, "fast_rcnn/fg_cls_accuracy": 0.9496969696969697, "iteration": 33179, "loss_box_reg": 0.005743806323152967, "loss_cls": 0.032101757125929, "loss_rpn_cls": 0.0005915793851727358, "loss_rpn_loc": 0.0010841052844625665, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5201528239995241, "total_loss": 0.04071510235246478}
{"data_time": 0.0033764501567929983, "eta_seconds": 3530.312831383897, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.05634920634920634, "fast_rcnn/fg_cls_accuracy": 0.9436507936507936, "iteration": 33199, "loss_box_reg": 0.005440954220830463, "loss_cls": 0.03007136474479921, "loss_rpn_cls": 0.0005090877641578118, "loss_rpn_loc": 0.00086088036550791, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232254602015018, "total_loss": 0.03758553578279589}
{"data_time": 0.003330301260575652, "eta_seconds": 3520.0276396747213, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0857843137254902, "fast_rcnn/fg_cls_accuracy": 0.9142156862745098, "iteration": 33219, "loss_box_reg": 0.005890593602089211, "loss_cls": 0.031076096056494862, "loss_rpn_cls": 0.000694354816005216, "loss_rpn_loc": 0.0011593733197514666, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5196251664310694, "total_loss": 0.038386422209498505}
{"data_time": 0.0033649569377303123, "eta_seconds": 3509.0099375194404, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8765243902439024, "iteration": 33239, "loss_box_reg": 0.0054551808279939, "loss_cls": 0.031191206886433065, "loss_rpn_cls": 0.0004537287483117325, "loss_rpn_loc": 0.001285690890654223, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5209605984855443, "total_loss": 0.038928879145203155}
{"data_time": 0.003479852108284831, "eta_seconds": 3497.9302289402112, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.0699523052464229, "fast_rcnn/fg_cls_accuracy": 0.9300476947535772, "iteration": 33259, "loss_box_reg": 0.0056598794617457315, "loss_cls": 0.0309655191085767, "loss_rpn_cls": 0.00036104413990756257, "loss_rpn_loc": 0.000998369650915265, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5124596164096147, "total_loss": 0.03831740610041834}
{"data_time": 0.0034320408012717962, "eta_seconds": 3487.552153791301, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.08957219251336898, "fast_rcnn/fg_cls_accuracy": 0.910427807486631, "iteration": 33279, "loss_box_reg": 0.005267229236778803, "loss_cls": 0.030062985722906888, "loss_rpn_cls": 0.001004031725187815, "loss_rpn_loc": 0.0011550027866178425, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5300383530557156, "total_loss": 0.03752224026845852}
{"data_time": 0.0035124963615089655, "eta_seconds": 3477.1740786423907, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17407407407407408, "fast_rcnn/fg_cls_accuracy": 0.825925925925926, "iteration": 33299, "loss_box_reg": 0.005630058381939307, "loss_cls": 0.030724789496161975, "loss_rpn_cls": 0.00043580538067544694, "loss_rpn_loc": 0.0011124563206976745, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5154848687816411, "total_loss": 0.03880827523011021}
{"data_time": 0.0035124863497912884, "eta_seconds": 3467.4893347977195, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 33319, "loss_box_reg": 0.0058532180555630475, "loss_cls": 0.03135876648593694, "loss_rpn_cls": 0.0006466240818099322, "loss_rpn_loc": 0.0009398727524967398, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5207859855145216, "total_loss": 0.0397273370072071}
{"data_time": 0.0038393454160541296, "eta_seconds": 3457.1091841172893, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06470315398886828, "fast_rcnn/fg_cls_accuracy": 0.9352968460111317, "iteration": 33339, "loss_box_reg": 0.005498505895957351, "loss_cls": 0.03234438045183197, "loss_rpn_cls": 0.0005589828867869073, "loss_rpn_loc": 0.0009866689524642425, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5218420412857085, "total_loss": 0.039226196101139976}
{"data_time": 0.003532800590619445, "eta_seconds": 3446.729033436859, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07894736842105263, "fast_rcnn/fg_cls_accuracy": 0.9210526315789473, "iteration": 33359, "loss_box_reg": 0.005499264632817358, "loss_cls": 0.031582363619236276, "loss_rpn_cls": 0.00047739889316744666, "loss_rpn_loc": 0.0010605088518786943, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5053099999204278, "total_loss": 0.03904634041543886}
{"data_time": 0.003939373418688774, "eta_seconds": 3436.348882756429, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07043343653250775, "fast_rcnn/fg_cls_accuracy": 0.9295665634674922, "iteration": 33379, "loss_box_reg": 0.005669150472385809, "loss_cls": 0.03295786114176735, "loss_rpn_cls": 0.0007029575598380688, "loss_rpn_loc": 0.0012873725845565787, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5269870047923177, "total_loss": 0.04073477013128013}
{"data_time": 0.003618713468313217, "eta_seconds": 3424.2973661292344, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09639953542392567, "fast_rcnn/fg_cls_accuracy": 0.8999374609130707, "iteration": 33399, "loss_box_reg": 0.005815486452775076, "loss_cls": 0.030644395417766646, "loss_rpn_cls": 0.0005777164402616108, "loss_rpn_loc": 0.0009481270990363555, "lr": 0.005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147562238853425, "total_loss": 0.039919854573440716}
{"data_time": 0.0035172493662685156, "eta_seconds": 3413.922279426828, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09393939393939393, "fast_rcnn/fg_cls_accuracy": 0.8708333333333333, "iteration": 33419, "loss_box_reg": 0.005554723786190152, "loss_cls": 0.030849684175336733, "loss_rpn_cls": 0.0005701781117579685, "loss_rpn_loc": 0.0010391153264208697, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5242255334742367, "total_loss": 0.03998144766489986}
{"data_time": 0.003641773946583271, "eta_seconds": 3403.5471927244216, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8873015873015873, "iteration": 33439, "loss_box_reg": 0.005428352684248239, "loss_cls": 0.031088670977624133, "loss_rpn_cls": 0.00039888503283691534, "loss_rpn_loc": 0.0011842180474559427, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5150825020391494, "total_loss": 0.039500779497984695}
{"data_time": 0.0034036673605442047, "eta_seconds": 3393.172106022015, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.0989010989010989, "fast_rcnn/fg_cls_accuracy": 0.8887179487179487, "iteration": 33459, "loss_box_reg": 0.005627608086797409, "loss_cls": 0.03014590358361602, "loss_rpn_cls": 0.001150926651860118, "loss_rpn_loc": 0.0012201259314679191, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5148799999151379, "total_loss": 0.03974206312238948}
{"data_time": 0.00345053244382143, "eta_seconds": 3382.5799253019504, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09175084175084175, "fast_rcnn/fg_cls_accuracy": 0.9082491582491583, "iteration": 33479, "loss_box_reg": 0.005390763777540997, "loss_cls": 0.03414550100569613, "loss_rpn_cls": 0.0006076007194906197, "loss_rpn_loc": 0.0013234778889454901, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5160912845749408, "total_loss": 0.04106014063671637}
{"data_time": 0.003263649297878146, "eta_seconds": 3372.746500730049, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08095238095238094, "fast_rcnn/fg_cls_accuracy": 0.9190476190476191, "iteration": 33499, "loss_box_reg": 0.005087754339911044, "loss_cls": 0.03272185233072378, "loss_rpn_cls": 0.0005330006486019556, "loss_rpn_loc": 0.0009365064252051525, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225789700634778, "total_loss": 0.04048269105305735}
{"data_time": 0.0033264183439314365, "eta_seconds": 3363.2761161269154, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.12915742793791574, "fast_rcnn/fg_cls_accuracy": 0.8708425720620843, "iteration": 33519, "loss_box_reg": 0.0059448560496093705, "loss_cls": 0.03245436892029829, "loss_rpn_cls": 0.0005695491727806257, "loss_rpn_loc": 0.001244487966687302, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416411350015551, "total_loss": 0.04047035288522238}
{"data_time": 0.0034164744429290295, "eta_seconds": 3353.915142300306, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.10427807486631016, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 33539, "loss_box_reg": 0.005823801853694022, "loss_cls": 0.033000141324009746, "loss_rpn_cls": 0.0005457242301645238, "loss_rpn_loc": 0.0010065413825941505, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268494025804102, "total_loss": 0.041674549957974705}
{"data_time": 0.0034481727052479982, "eta_seconds": 3343.6169558269903, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19155844155844157, "fast_rcnn/fg_cls_accuracy": 0.8084415584415585, "iteration": 33559, "loss_box_reg": 0.005905307887587696, "loss_cls": 0.03234763245563954, "loss_rpn_cls": 0.0007724328097538091, "loss_rpn_loc": 0.001154038890490483, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5175589416176081, "total_loss": 0.040172550102980153}
{"data_time": 0.003779902821406722, "eta_seconds": 3333.23466439452, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2297560975609756, "fast_rcnn/fg_cls_accuracy": 0.7702439024390244, "iteration": 33579, "loss_box_reg": 0.006109875947004184, "loss_cls": 0.03075494000222534, "loss_rpn_cls": 0.0005144815502831079, "loss_rpn_loc": 0.0008848612033034442, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109839884098619, "total_loss": 0.03857048019585818}
{"data_time": 0.0032834946177899837, "eta_seconds": 3322.9830586807802, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.20620689655172414, "fast_rcnn/fg_cls_accuracy": 0.7854054054054054, "iteration": 33599, "loss_box_reg": 0.005388603894971311, "loss_cls": 0.02890726929763332, "loss_rpn_cls": 0.0005371409975651886, "loss_rpn_loc": 0.0009094705183088081, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5065922923386097, "total_loss": 0.035979616380075186}
{"data_time": 0.0035262363962829113, "eta_seconds": 3314.8726198647637, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08779761904761904, "fast_rcnn/fg_cls_accuracy": 0.8938626126126126, "iteration": 33619, "loss_box_reg": 0.00564750905323308, "loss_cls": 0.033226148923859, "loss_rpn_cls": 0.000502785154594676, "loss_rpn_loc": 0.0012929727054142859, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5284305647946894, "total_loss": 0.04080913104149886}
{"data_time": 0.003256449243053794, "eta_seconds": 3302.904068860691, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10977564102564102, "fast_rcnn/fg_cls_accuracy": 0.890224358974359, "iteration": 33639, "loss_box_reg": 0.0057117090036626905, "loss_cls": 0.03102074092021212, "loss_rpn_cls": 0.0005124211849647509, "loss_rpn_loc": 0.001293540788537939, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5190819969866425, "total_loss": 0.03969800006666446}
{"data_time": 0.003375530941411853, "eta_seconds": 3292.5192109174095, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.061111111111111116, "fast_rcnn/fg_cls_accuracy": 0.9388888888888889, "iteration": 33659, "loss_box_reg": 0.0061657597398152575, "loss_cls": 0.029182456521084532, "loss_rpn_cls": 0.0009251911030787596, "loss_rpn_loc": 0.0012761256311932812, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5243660460691899, "total_loss": 0.037070582751198344}
{"data_time": 0.0034985800739377737, "eta_seconds": 3281.61473191157, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.14260826281732203, "fast_rcnn/fg_cls_accuracy": 0.857391737182678, "iteration": 33679, "loss_box_reg": 0.00578216444409918, "loss_cls": 0.03437962898169644, "loss_rpn_cls": 0.0005274049190120422, "loss_rpn_loc": 0.0009944480298145209, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168139592278749, "total_loss": 0.04160792844595562}
{"data_time": 0.0034733819775283337, "eta_seconds": 3272.742075132439, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1039136302294197, "fast_rcnn/fg_cls_accuracy": 0.8960863697705803, "iteration": 33699, "loss_box_reg": 0.005602721837931313, "loss_cls": 0.029433367657475173, "loss_rpn_cls": 0.0004181730093932856, "loss_rpn_loc": 0.0010600146215438144, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5248926635831594, "total_loss": 0.037243386243630994}
{"data_time": 0.0035175399389117956, "eta_seconds": 3262.923511263216, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1043557168784029, "fast_rcnn/fg_cls_accuracy": 0.8956442831215972, "iteration": 33719, "loss_box_reg": 0.005488235663506202, "loss_cls": 0.03112179518211633, "loss_rpn_cls": 0.0006065900033718208, "loss_rpn_loc": 0.0009682067593530519, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258570502046496, "total_loss": 0.039370509682953525}
{"data_time": 0.0035656956024467945, "eta_seconds": 3252.795067510335, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.07142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9285714285714286, "iteration": 33739, "loss_box_reg": 0.005496911326190457, "loss_cls": 0.031499091419391334, "loss_rpn_cls": 0.0005790153766156436, "loss_rpn_loc": 0.001136154623964103, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.523089521098882, "total_loss": 0.0385499245749088}
{"data_time": 0.0035820859484374523, "eta_seconds": 3242.169663183624, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14631873252562907, "fast_rcnn/fg_cls_accuracy": 0.7887387387387388, "iteration": 33759, "loss_box_reg": 0.005626869882689789, "loss_cls": 0.03134774643694982, "loss_rpn_cls": 0.0006476832689372714, "loss_rpn_loc": 0.0013693503260583384, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5096962393727154, "total_loss": 0.03968457489833099}
{"data_time": 0.0034960685297846794, "eta_seconds": 3231.7797587991226, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3163265306122449, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 33779, "loss_box_reg": 0.005642051692120731, "loss_cls": 0.03318458917783573, "loss_rpn_cls": 0.0009645312600241596, "loss_rpn_loc": 0.0010135663414985174, "lr": 0.005, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5210854606702924, "total_loss": 0.040368569851239045}
{"data_time": 0.003913000226020813, "eta_seconds": 3221.3642243819777, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18269230769230768, "fast_rcnn/fg_cls_accuracy": 0.8173076923076923, "iteration": 33799, "loss_box_reg": 0.005249971407465637, "loss_cls": 0.028447825636249036, "loss_rpn_cls": 0.0006274117512248267, "loss_rpn_loc": 0.0011940463755308883, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5097271751146764, "total_loss": 0.03600180167336475}
{"data_time": 0.0036168687511235476, "eta_seconds": 3210.414024185622, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9110723626852659, "iteration": 33819, "loss_box_reg": 0.00547084012941923, "loss_cls": 0.03126677876571193, "loss_rpn_cls": 0.0006437945085053798, "loss_rpn_loc": 0.001014717779980856, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5201751075219363, "total_loss": 0.03897840136329478}
{"data_time": 0.0037144790403544903, "eta_seconds": 3200.5845809413586, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17914438502673796, "fast_rcnn/fg_cls_accuracy": 0.8180147058823529, "iteration": 33839, "loss_box_reg": 0.005288385815219954, "loss_cls": 0.03166233474621549, "loss_rpn_cls": 0.0008881680084869004, "loss_rpn_loc": 0.0009744010185386287, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179803380742669, "total_loss": 0.039802117591534625}
{"data_time": 0.0037229035515338182, "eta_seconds": 3192.027359099826, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17286585365853657, "fast_rcnn/fg_cls_accuracy": 0.8271341463414634, "iteration": 33859, "loss_box_reg": 0.0051410891028353944, "loss_cls": 0.033354987332131714, "loss_rpn_cls": 0.0006375264247822088, "loss_rpn_loc": 0.0011656294645945309, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203965900000185, "total_loss": 0.041128129492506105}
{"data_time": 0.0035040394868701696, "eta_seconds": 3181.631568970857, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.11666666666666667, "fast_rcnn/fg_cls_accuracy": 0.8738095238095238, "iteration": 33879, "loss_box_reg": 0.004938995654811151, "loss_cls": 0.029156912059988827, "loss_rpn_cls": 0.0004881996813423939, "loss_rpn_loc": 0.000971409338490048, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5139668392948806, "total_loss": 0.03582682812688631}
{"data_time": 0.0033725423272699118, "eta_seconds": 3171.6332375148777, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10364145658263305, "fast_rcnn/fg_cls_accuracy": 0.8963585434173669, "iteration": 33899, "loss_box_reg": 0.005406998912803829, "loss_cls": 0.028353950998280197, "loss_rpn_cls": 0.00040198425131166005, "loss_rpn_loc": 0.000815415345641668, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5168147447984666, "total_loss": 0.03554290856749276}
{"data_time": 0.003963541006669402, "eta_seconds": 3160.83998871292, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09508881922675026, "fast_rcnn/fg_cls_accuracy": 0.9049111807732497, "iteration": 33919, "loss_box_reg": 0.005353631029720418, "loss_cls": 0.030324682185892016, "loss_rpn_cls": 0.000719610700400608, "loss_rpn_loc": 0.0009354125813842984, "lr": 0.005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5139849055558443, "total_loss": 0.03802086715927544}
{"data_time": 0.003613116219639778, "eta_seconds": 3150.83905139775, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0699523052464229, "fast_rcnn/fg_cls_accuracy": 0.9300476947535772, "iteration": 33939, "loss_box_reg": 0.005224304608418606, "loss_cls": 0.02916348315193318, "loss_rpn_cls": 0.00043853992633557937, "loss_rpn_loc": 0.0010614095408527646, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5243446140084416, "total_loss": 0.03539551117614792}
{"data_time": 0.003572336630895734, "eta_seconds": 3140.0484084549826, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08006362672322376, "fast_rcnn/fg_cls_accuracy": 0.8870772946859904, "iteration": 33959, "loss_box_reg": 0.005026815488236025, "loss_cls": 0.029934811871498823, "loss_rpn_cls": 0.0005974295154373976, "loss_rpn_loc": 0.0009781386997929076, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5166622863616794, "total_loss": 0.03683462266587867}
{"data_time": 0.003491440322250128, "eta_seconds": 3129.652618326014, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18875326939843068, "fast_rcnn/fg_cls_accuracy": 0.77561282212445, "iteration": 33979, "loss_box_reg": 0.005593287365627475, "loss_cls": 0.03181611289619468, "loss_rpn_cls": 0.0007235910418899039, "loss_rpn_loc": 0.0008660324547236087, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5200112666934729, "total_loss": 0.039194203384852244}
{"data_time": 0.0035016865003854036, "eta_seconds": 3119.2568281970453, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.08732795443758898, "fast_rcnn/fg_cls_accuracy": 0.896345514950166, "iteration": 33999, "loss_box_reg": 0.005288972635753453, "loss_cls": 0.03254595477483235, "loss_rpn_cls": 0.00044853906365460716, "loss_rpn_loc": 0.0009356489263154799, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5227312124334276, "total_loss": 0.039863879731910856}
{"data_time": 0.0033933285158127546, "eta_seconds": 3108.1919742224272, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2881944444444444, "fast_rcnn/fg_cls_accuracy": 0.7118055555555556, "iteration": 34019, "loss_box_reg": 0.005834608891746029, "loss_cls": 0.029789937718305737, "loss_rpn_cls": 0.0005602936358855004, "loss_rpn_loc": 0.0010837829031515867, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5166372556705028, "total_loss": 0.03824783452853353}
{"data_time": 0.0039187471847981215, "eta_seconds": 3096.935217605671, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1033259423503326, "fast_rcnn/fg_cls_accuracy": 0.8966740576496675, "iteration": 34039, "loss_box_reg": 0.005182047767448239, "loss_cls": 0.02834434137912467, "loss_rpn_cls": 0.0006887242004154359, "loss_rpn_loc": 0.0011770568798965542, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5164075801149011, "total_loss": 0.03655967327631515}
{"data_time": 0.003499393118545413, "eta_seconds": 3086.2076946892776, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9333333333333333, "iteration": 34059, "loss_box_reg": 0.005759062565630302, "loss_cls": 0.028984290431253612, "loss_rpn_cls": 0.00048557296781837067, "loss_rpn_loc": 0.0010488671141501982, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150159420445561, "total_loss": 0.03624262891014496}
{"data_time": 0.0034241138491779566, "eta_seconds": 3075.8181720678695, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09417989417989417, "fast_rcnn/fg_cls_accuracy": 0.8822510822510823, "iteration": 34079, "loss_box_reg": 0.005783298096503131, "loss_cls": 0.03147511673159897, "loss_rpn_cls": 0.0005214639127757437, "loss_rpn_loc": 0.0013759618141193641, "lr": 0.005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104171819984913, "total_loss": 0.04030416308285112}
{"data_time": 0.0036995201371610165, "eta_seconds": 3065.4286494464613, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05334281650071124, "fast_rcnn/fg_cls_accuracy": 0.9466571834992887, "iteration": 34099, "loss_box_reg": 0.005251698385109194, "loss_cls": 0.03124000964453444, "loss_rpn_cls": 0.0005804179603501325, "loss_rpn_loc": 0.0009243011591024697, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215314012020826, "total_loss": 0.03825486057621674}
{"data_time": 0.003451830940321088, "eta_seconds": 3055.372590964427, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08998988877654196, "fast_rcnn/fg_cls_accuracy": 0.8883735312306741, "iteration": 34119, "loss_box_reg": 0.005390390651882626, "loss_cls": 0.03240409947466105, "loss_rpn_cls": 0.0007091824265330615, "loss_rpn_loc": 0.001260077517144964, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5150601675268263, "total_loss": 0.04019697090251384}
{"data_time": 0.003916348330676556, "eta_seconds": 3044.1158397563267, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07804054054054055, "fast_rcnn/fg_cls_accuracy": 0.9219594594594596, "iteration": 34139, "loss_box_reg": 0.005707555974368006, "loss_cls": 0.030987463978817686, "loss_rpn_cls": 0.000498702674121887, "loss_rpn_loc": 0.0011038108423235826, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110848729964346, "total_loss": 0.03827284037959089}
{"data_time": 0.0038932699244469404, "eta_seconds": 3032.230501541868, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.04722222222222222, "fast_rcnn/fg_cls_accuracy": 0.9527777777777777, "iteration": 34159, "loss_box_reg": 0.005459979540319182, "loss_cls": 0.02843155901064165, "loss_rpn_cls": 0.0005873481035223449, "loss_rpn_loc": 0.0010154497358598746, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5122375721111894, "total_loss": 0.03666287678828439}
{"data_time": 0.0034505780786275864, "eta_seconds": 3022.445290827658, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16963064295485636, "fast_rcnn/fg_cls_accuracy": 0.8303693570451436, "iteration": 34179, "loss_box_reg": 0.0053276568942237645, "loss_cls": 0.031228011357598007, "loss_rpn_cls": 0.0006501972711703274, "loss_rpn_loc": 0.0009102683816308854, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5217283603269607, "total_loss": 0.03889191148732607}
{"data_time": 0.003651970997452736, "eta_seconds": 3011.2782346725, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.14983164983164982, "fast_rcnn/fg_cls_accuracy": 0.8501683501683501, "iteration": 34199, "loss_box_reg": 0.005291451248922385, "loss_cls": 0.02918401817441918, "loss_rpn_cls": 0.0005810920854401047, "loss_rpn_loc": 0.0009501133627054514, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163679607212543, "total_loss": 0.03740976202323054}
{"data_time": 0.003611117135733366, "eta_seconds": 3000.896306609502, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15073529411764708, "fast_rcnn/fg_cls_accuracy": 0.8492647058823529, "iteration": 34219, "loss_box_reg": 0.005543679144466296, "loss_cls": 0.030989478807896376, "loss_rpn_cls": 0.00047886383512718567, "loss_rpn_loc": 0.0009570112288201926, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.522038153372705, "total_loss": 0.03860853818505916}
{"data_time": 0.0034435379784554243, "eta_seconds": 2990.5143785465043, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.06349206349206349, "fast_rcnn/fg_cls_accuracy": 0.9365079365079365, "iteration": 34239, "loss_box_reg": 0.005657302244799212, "loss_cls": 0.030125145567581058, "loss_rpn_cls": 0.0006705953754817529, "loss_rpn_loc": 0.0011809655270553776, "lr": 0.005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5203682859428227, "total_loss": 0.03935673491980651}
{"data_time": 0.0037796548567712307, "eta_seconds": 2983.469340245938, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08974358974358974, "fast_rcnn/fg_cls_accuracy": 0.9102564102564102, "iteration": 34259, "loss_box_reg": 0.0052445180917857215, "loss_cls": 0.029790407221298665, "loss_rpn_cls": 0.00129568305999328, "loss_rpn_loc": 0.0010882319784286665, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.522246805485338, "total_loss": 0.038896904360058215}
{"data_time": 0.0034203710965812206, "eta_seconds": 2970.514392960118, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.07605905006418484, "fast_rcnn/fg_cls_accuracy": 0.9140146878824968, "iteration": 34279, "loss_box_reg": 0.00536874303361401, "loss_cls": 0.0300559924216941, "loss_rpn_cls": 0.0006297178420027194, "loss_rpn_loc": 0.001130921929870965, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5185470839496702, "total_loss": 0.03802533324005708}
{"data_time": 0.003436408471316099, "eta_seconds": 2961.8261316586286, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12049941927990708, "fast_rcnn/fg_cls_accuracy": 0.8795005807200929, "iteration": 34299, "loss_box_reg": 0.005728496907977387, "loss_cls": 0.03309734587674029, "loss_rpn_cls": 0.0008233242279516162, "loss_rpn_loc": 0.0011322591599309817, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243951200973243, "total_loss": 0.04253532685351047}
{"data_time": 0.0036190582904964685, "eta_seconds": 2951.435582170263, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.07596153846153847, "fast_rcnn/fg_cls_accuracy": 0.913919413919414, "iteration": 34319, "loss_box_reg": 0.00606769607111346, "loss_cls": 0.03107112494762987, "loss_rpn_cls": 0.0005752775120981823, "loss_rpn_loc": 0.0010635215785441687, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5230037549044937, "total_loss": 0.039419399968267044}
{"data_time": 0.003463602624833584, "eta_seconds": 2939.946854904061, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1282894736842105, "fast_rcnn/fg_cls_accuracy": 0.8717105263157895, "iteration": 34339, "loss_box_reg": 0.00538265380600933, "loss_cls": 0.02923624898539856, "loss_rpn_cls": 0.0003614473511674987, "loss_rpn_loc": 0.0008569858946430031, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207139533013105, "total_loss": 0.03617851961598717}
{"data_time": 0.0034035451244562864, "eta_seconds": 2932.500097167911, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13898421413864104, "fast_rcnn/fg_cls_accuracy": 0.82875772134523, "iteration": 34359, "loss_box_reg": 0.00536202231887728, "loss_cls": 0.031602235249010846, "loss_rpn_cls": 0.001001991985162931, "loss_rpn_loc": 0.0008477435476379469, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257046914193779, "total_loss": 0.03916615023626946}
{"data_time": 0.0037466275971382856, "eta_seconds": 2922.781997287413, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07410714285714286, "fast_rcnn/fg_cls_accuracy": 0.8973214285714286, "iteration": 34379, "loss_box_reg": 0.005376871733460575, "loss_cls": 0.030343914171680808, "loss_rpn_cls": 0.0007927624924377596, "loss_rpn_loc": 0.001163154969617608, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5244280525948852, "total_loss": 0.039239225550318224}
{"data_time": 0.003441530279815197, "eta_seconds": 2912.9220284703188, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07944250871080138, "fast_rcnn/fg_cls_accuracy": 0.9205574912891986, "iteration": 34399, "loss_box_reg": 0.005419700828497298, "loss_cls": 0.03243837284389883, "loss_rpn_cls": 0.0006347182828676523, "loss_rpn_loc": 0.0009755147329997271, "lr": 0.005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5275772362947464, "total_loss": 0.040107682043981185}
{"data_time": 0.003387782722711563, "eta_seconds": 2901.9829793383833, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.9396396396396396, "iteration": 34419, "loss_box_reg": 0.005549980385694653, "loss_cls": 0.03347350429976359, "loss_rpn_cls": 0.0007159603174500262, "loss_rpn_loc": 0.001009639490803238, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5178040349856019, "total_loss": 0.04133948242667884}
{"data_time": 0.003878633724525571, "eta_seconds": 2891.5834703638684, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10326797385620914, "fast_rcnn/fg_cls_accuracy": 0.8967320261437908, "iteration": 34439, "loss_box_reg": 0.00575718650361523, "loss_cls": 0.02935927116777748, "loss_rpn_cls": 0.0006635553705791608, "loss_rpn_loc": 0.0011522472959768493, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5190224584657699, "total_loss": 0.03720359411778418}
{"data_time": 0.0036652993876487017, "eta_seconds": 2881.5502739476506, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.16351744186046513, "fast_rcnn/fg_cls_accuracy": 0.8039772727272727, "iteration": 34459, "loss_box_reg": 0.0058055655536009, "loss_cls": 0.031011318613309413, "loss_rpn_cls": 0.000862598328922104, "loss_rpn_loc": 0.0011323130929667968, "lr": 0.005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5231737662106752, "total_loss": 0.03885309355064237}
{"data_time": 0.003369070589542389, "eta_seconds": 2871.492597077973, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08854166666666666, "fast_rcnn/fg_cls_accuracy": 0.9114583333333333, "iteration": 34479, "loss_box_reg": 0.005454648402519524, "loss_cls": 0.029429083573631942, "loss_rpn_cls": 0.00038251687897172815, "loss_rpn_loc": 0.0012178496299384278, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5205840941052884, "total_loss": 0.03668978633493225}
{"data_time": 0.0033180401660501957, "eta_seconds": 2860.748611619929, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09728506787330317, "fast_rcnn/fg_cls_accuracy": 0.9027149321266968, "iteration": 34499, "loss_box_reg": 0.0057409855799051, "loss_cls": 0.02996863328735344, "loss_rpn_cls": 0.0007119394801975432, "loss_rpn_loc": 0.000968805687080021, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258775381371379, "total_loss": 0.038214526537444726}
{"data_time": 0.0033417909871786833, "eta_seconds": 2850.227466804441, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.058704453441295545, "fast_rcnn/fg_cls_accuracy": 0.9164086687306501, "iteration": 34519, "loss_box_reg": 0.005626163532724604, "loss_cls": 0.03240670167724602, "loss_rpn_cls": 0.00037620198526155946, "loss_rpn_loc": 0.001082373941244441, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5211301599629223, "total_loss": 0.04036035396279658}
{"data_time": 0.0034659074153751135, "eta_seconds": 2839.8270746613853, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10347826086956521, "fast_rcnn/fg_cls_accuracy": 0.8965217391304348, "iteration": 34539, "loss_box_reg": 0.005702999755158089, "loss_cls": 0.03166295087430626, "loss_rpn_cls": 0.0005890055947475048, "loss_rpn_loc": 0.0009607186620996799, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5220531970262527, "total_loss": 0.04027051640699142}
{"data_time": 0.003771804040297866, "eta_seconds": 2828.877806220902, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06634897360703812, "fast_rcnn/fg_cls_accuracy": 0.9336510263929618, "iteration": 34559, "loss_box_reg": 0.005273321221466176, "loss_cls": 0.0293763646914158, "loss_rpn_cls": 0.0005668641283023135, "loss_rpn_loc": 0.0010743999991973396, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5110971564427018, "total_loss": 0.037014351690572767}
{"data_time": 0.0034865718334913254, "eta_seconds": 2818.786907542264, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0656084656084656, "fast_rcnn/fg_cls_accuracy": 0.9343915343915343, "iteration": 34579, "loss_box_reg": 0.005508618400199339, "loss_cls": 0.03172956081107259, "loss_rpn_cls": 0.00043957421996765333, "loss_rpn_loc": 0.0009664828303357353, "lr": 0.005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5239478321745992, "total_loss": 0.03976511496017565}
{"data_time": 0.0037914139684289694, "eta_seconds": 2808.543583598919, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11646136618141097, "fast_rcnn/fg_cls_accuracy": 0.8835386338185891, "iteration": 34599, "loss_box_reg": 0.0057560174172976986, "loss_cls": 0.03174872195813805, "loss_rpn_cls": 0.0004539540703376588, "loss_rpn_loc": 0.0009226489346474409, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5175386059563607, "total_loss": 0.0405511824017708}
{"data_time": 0.003480813466012478, "eta_seconds": 2797.682682461804, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.1597222222222222, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 34619, "loss_box_reg": 0.005712732599931769, "loss_cls": 0.030146030971081927, "loss_rpn_cls": 0.0003483730844209276, "loss_rpn_loc": 0.0010252408064843621, "lr": 0.005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.520652221981436, "total_loss": 0.039042380799429566}
{"data_time": 0.0035196784883737564, "eta_seconds": 2787.5883806187194, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09838709677419355, "fast_rcnn/fg_cls_accuracy": 0.9016129032258065, "iteration": 34639, "loss_box_reg": 0.00557782691612374, "loss_cls": 0.031665513408370316, "loss_rpn_cls": 0.0005995659222435279, "loss_rpn_loc": 0.000999914169369731, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5192115609534085, "total_loss": 0.03847606826474248}
{"data_time": 0.003630358725786209, "eta_seconds": 2776.1681210505776, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15968992248062014, "fast_rcnn/fg_cls_accuracy": 0.8288517441860466, "iteration": 34659, "loss_box_reg": 0.005398762150434777, "loss_cls": 0.032153616717550904, "loss_rpn_cls": 0.0006295026763609712, "loss_rpn_loc": 0.0008840038171911146, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5212342406157404, "total_loss": 0.03966771105001499}
{"data_time": 0.0037590123247355223, "eta_seconds": 2765.2135616082232, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.0971675845790716, "fast_rcnn/fg_cls_accuracy": 0.9028324154209284, "iteration": 34679, "loss_box_reg": 0.005307445098878816, "loss_cls": 0.02838243800215423, "loss_rpn_cls": 0.0004614833503637783, "loss_rpn_loc": 0.0008601968529546866, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5133151542395353, "total_loss": 0.03594559417162202}
{"data_time": 0.00396211096085608, "eta_seconds": 2752.986800538143, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10535714285714286, "fast_rcnn/fg_cls_accuracy": 0.8453947368421053, "iteration": 34699, "loss_box_reg": 0.005455140315461904, "loss_cls": 0.030929725820897147, "loss_rpn_cls": 0.00044312968861959234, "loss_rpn_loc": 0.001009416733722901, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146282964851707, "total_loss": 0.03792690125237641}
{"data_time": 0.003613681998103857, "eta_seconds": 2740.992927722167, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 34719, "loss_box_reg": 0.005559853161685169, "loss_cls": 0.032721329625928774, "loss_rpn_cls": 0.0006559382157433902, "loss_rpn_loc": 0.000954050978180021, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191986570134759, "total_loss": 0.04215571555744191}
{"data_time": 0.0035818300675600767, "eta_seconds": 2730.945511312224, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8680555555555556, "iteration": 34739, "loss_box_reg": 0.00563208140374627, "loss_cls": 0.03235995417344384, "loss_rpn_cls": 0.0005332189621185535, "loss_rpn_loc": 0.001074235562555259, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.521288427291438, "total_loss": 0.04019556512446343}
{"data_time": 0.0037276356015354395, "eta_seconds": 2721.826791477157, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.0339080459770115, "fast_rcnn/fg_cls_accuracy": 0.9660919540229885, "iteration": 34759, "loss_box_reg": 0.005490322349942289, "loss_cls": 0.031293449486838654, "loss_rpn_cls": 0.0008271523616940613, "loss_rpn_loc": 0.0012426810662873322, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5249193806666881, "total_loss": 0.038931119349115306}
{"data_time": 0.003698209533467889, "eta_seconds": 2712.4714406412095, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17005347593582887, "fast_rcnn/fg_cls_accuracy": 0.829946524064171, "iteration": 34779, "loss_box_reg": 0.005314520982210524, "loss_cls": 0.028479303029598668, "loss_rpn_cls": 0.0005501841915247496, "loss_rpn_loc": 0.0011569513080758043, "lr": 0.005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5302326104138047, "total_loss": 0.03617820703630059}
{"data_time": 0.0036463350988924503, "eta_seconds": 2702.8520454659592, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.29901960784313725, "fast_rcnn/fg_cls_accuracy": 0.7009803921568627, "iteration": 34799, "loss_box_reg": 0.005307231185724959, "loss_cls": 0.030379730451386422, "loss_rpn_cls": 0.0006644234944133132, "loss_rpn_loc": 0.0009031779682118213, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5203880618792027, "total_loss": 0.0378510402449308}
{"data_time": 0.0034966389648616314, "eta_seconds": 2692.109789359616, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.11000497760079642, "fast_rcnn/fg_cls_accuracy": 0.8899950223992036, "iteration": 34819, "loss_box_reg": 0.005334712885087356, "loss_cls": 0.029730613401625305, "loss_rpn_cls": 0.0007250459256056274, "loss_rpn_loc": 0.0009644158581068041, "lr": 0.005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5175217748619616, "total_loss": 0.03707722844114869}
{"data_time": 0.003538932418450713, "eta_seconds": 2680.280112729175, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11417748917748918, "fast_rcnn/fg_cls_accuracy": 0.8858225108225108, "iteration": 34839, "loss_box_reg": 0.005053324086475186, "loss_cls": 0.033627049648202956, "loss_rpn_cls": 0.0004547224914404069, "loss_rpn_loc": 0.0008254041986219818, "lr": 0.005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5083584084641188, "total_loss": 0.04059422113050459}
{"data_time": 0.0033843466080725193, "eta_seconds": 2669.095884133829, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07362240289069558, "fast_rcnn/fg_cls_accuracy": 0.9263775971093045, "iteration": 34859, "loss_box_reg": 0.0051723201759159565, "loss_cls": 0.031095358193852007, "loss_rpn_cls": 0.0004096062181133675, "loss_rpn_loc": 0.00083096634807589, "lr": 0.005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156304608099163, "total_loss": 0.0386054291614073}
{"data_time": 0.003888360457494855, "eta_seconds": 2659.5249157834332, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09304511278195488, "fast_rcnn/fg_cls_accuracy": 0.9069548872180451, "iteration": 34879, "loss_box_reg": 0.005398126726504415, "loss_cls": 0.031595088890753686, "loss_rpn_cls": 0.0006719534264902904, "loss_rpn_loc": 0.0008721173435333185, "lr": 0.005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5263023090083152, "total_loss": 0.0402012397537419}
{"data_time": 0.0035920031368732452, "eta_seconds": 2651.904247104889, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.10760401721664276, "fast_rcnn/fg_cls_accuracy": 0.8745082612116444, "iteration": 34899, "loss_box_reg": 0.005541388527490199, "loss_cls": 0.033344886236591265, "loss_rpn_cls": 0.0004919445084397012, "loss_rpn_loc": 0.0010851189763343427, "lr": 0.005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214099802542478, "total_loss": 0.04135031176122084}
{"data_time": 0.0035413920413702726, "eta_seconds": 2640.148589024553, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19294990723562153, "fast_rcnn/fg_cls_accuracy": 0.7892635314995564, "iteration": 34919, "loss_box_reg": 0.005605264537734911, "loss_cls": 0.03193165533593856, "loss_rpn_cls": 0.0005821873191393934, "loss_rpn_loc": 0.001040384608131717, "lr": 0.005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5094580412842333, "total_loss": 0.039515277356599654}
{"data_time": 0.0035144840367138386, "eta_seconds": 2627.127016299404, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.07804054054054055, "fast_rcnn/fg_cls_accuracy": 0.9219594594594596, "iteration": 34939, "loss_box_reg": 0.005576152718276717, "loss_cls": 0.032542924338486046, "loss_rpn_cls": 0.0008412613078689901, "loss_rpn_loc": 0.0011828231108665932, "lr": 0.005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5139601074624807, "total_loss": 0.04032386042638336}
{"data_time": 0.0035463632084429264, "eta_seconds": 2617.1780493909027, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.156794425087108, "fast_rcnn/fg_cls_accuracy": 0.8432055749128919, "iteration": 34959, "loss_box_reg": 0.005517337558558211, "loss_cls": 0.030820880201645195, "loss_rpn_cls": 0.0005165519496586057, "loss_rpn_loc": 0.0009579844518157188, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5175109177362174, "total_loss": 0.037701712525176845}
{"data_time": 0.0034589278511703014, "eta_seconds": 2606.7944824423175, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09182259182259182, "fast_rcnn/fg_cls_accuracy": 0.9081774081774082, "iteration": 34979, "loss_box_reg": 0.005393025683588348, "loss_cls": 0.03242453915299848, "loss_rpn_cls": 0.0007733600028529963, "loss_rpn_loc": 0.0009314516391896177, "lr": 0.005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5161318418104202, "total_loss": 0.04079135225788377}
{"data_time": 0.003308546496555209, "eta_seconds": 2597.2044725313317, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 34999, "loss_box_reg": 0.005553582101128995, "loss_cls": 0.03056591027416289, "loss_rpn_cls": 0.0006823860155691364, "loss_rpn_loc": 0.0011324999431963079, "lr": 0.005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5226322340313345, "total_loss": 0.03771809826480421}
{"data_time": 0.0033832199405878782, "eta_seconds": 2585.5996182942763, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.053418803418803416, "fast_rcnn/fg_cls_accuracy": 0.9465811965811965, "iteration": 35019, "loss_box_reg": 0.005145813076524064, "loss_cls": 0.03143888516933657, "loss_rpn_cls": 0.0008254357536543466, "loss_rpn_loc": 0.0008740361790842144, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5111717614345253, "total_loss": 0.03745896102560664}
{"data_time": 0.0035658336710184813, "eta_seconds": 2575.643781596562, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14659034345445496, "fast_rcnn/fg_cls_accuracy": 0.853409656545545, "iteration": 35039, "loss_box_reg": 0.004460447860765271, "loss_cls": 0.03299301548395306, "loss_rpn_cls": 0.0005429892339634534, "loss_rpn_loc": 0.0007520593244407792, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.519105174113065, "total_loss": 0.03852999958434111}
{"data_time": 0.0037447845097631216, "eta_seconds": 2566.929251140449, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.8708333333333333, "iteration": 35059, "loss_box_reg": 0.004294634811230935, "loss_cls": 0.029913794773165137, "loss_rpn_cls": 0.0007168008698954509, "loss_rpn_loc": 0.0007120869395293994, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5235225006472319, "total_loss": 0.036755492112263255}
{"data_time": 0.003404082963243127, "eta_seconds": 2556.538928326685, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.061669829222011384, "fast_rcnn/fg_cls_accuracy": 0.9383301707779885, "iteration": 35079, "loss_box_reg": 0.004421433346578851, "loss_cls": 0.031009667145553976, "loss_rpn_cls": 0.00047465989882766735, "loss_rpn_loc": 0.0006447318555728998, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5165982677135617, "total_loss": 0.03681001935154882}
{"data_time": 0.0033964484464377165, "eta_seconds": 2545.270769821247, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.04304029304029304, "fast_rcnn/fg_cls_accuracy": 0.9569597069597069, "iteration": 35099, "loss_box_reg": 0.004390673668240197, "loss_cls": 0.02855322655523196, "loss_rpn_cls": 0.000531309445733541, "loss_rpn_loc": 0.0008087592286756262, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142509422730654, "total_loss": 0.03385487620346339}
{"data_time": 0.0038462330121546984, "eta_seconds": 2536.316364237573, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.13779761904761906, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 35119, "loss_box_reg": 0.004329224087996408, "loss_cls": 0.031065935239894316, "loss_rpn_cls": 0.0006582923872997526, "loss_rpn_loc": 0.0006405656467904919, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.52327999798581, "total_loss": 0.03787252971619637}
{"data_time": 0.0033603941556066275, "eta_seconds": 2526.6716413456015, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1945945945945946, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 35139, "loss_box_reg": 0.0035511789610609412, "loss_cls": 0.030122640077024698, "loss_rpn_cls": 0.0006129454370693566, "loss_rpn_loc": 0.0006669839458481874, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211449917405844, "total_loss": 0.035176417369712}
{"data_time": 0.0033798713702708483, "eta_seconds": 2517.201147281332, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05661881977671451, "fast_rcnn/fg_cls_accuracy": 0.9348132487667371, "iteration": 35159, "loss_box_reg": 0.004018190782517195, "loss_cls": 0.0317794892762322, "loss_rpn_cls": 0.0007445755932167231, "loss_rpn_loc": 0.0006135974272183375, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202706293202937, "total_loss": 0.03866095221997057}
{"data_time": 0.0035669116768985987, "eta_seconds": 2506.8123557127547, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 35179, "loss_box_reg": 0.0038206461467780173, "loss_cls": 0.032688581850379705, "loss_rpn_cls": 0.0006560209824328922, "loss_rpn_loc": 0.0006688841522191069, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5225164552684873, "total_loss": 0.03863835339137722}
{"data_time": 0.003514482406899333, "eta_seconds": 2496.4128022769, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10727969348659003, "fast_rcnn/fg_cls_accuracy": 0.89272030651341, "iteration": 35199, "loss_box_reg": 0.003988624353951309, "loss_cls": 0.027084318455308676, "loss_rpn_cls": 0.0005734631708946836, "loss_rpn_loc": 0.0005570724460994825, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5150644583627582, "total_loss": 0.03312134379825693}
{"data_time": 0.0035312657710164785, "eta_seconds": 2485.0888947281055, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.04399808703969393, "fast_rcnn/fg_cls_accuracy": 0.9499687304565353, "iteration": 35219, "loss_box_reg": 0.004112356691621244, "loss_cls": 0.02741064378642477, "loss_rpn_cls": 0.0007684829290610651, "loss_rpn_loc": 0.0006448483563872287, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5117728030309081, "total_loss": 0.0332073634963308}
{"data_time": 0.003513744566589594, "eta_seconds": 2474.2898945405614, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11507936507936507, "fast_rcnn/fg_cls_accuracy": 0.8849206349206349, "iteration": 35239, "loss_box_reg": 0.003839430930383969, "loss_cls": 0.03223666764097288, "loss_rpn_cls": 0.00045834414686396485, "loss_rpn_loc": 0.0006064359877200332, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5127456840127707, "total_loss": 0.03849479402487077}
{"data_time": 0.003662697970867157, "eta_seconds": 2463.5680972854607, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06857366771159874, "fast_rcnn/fg_cls_accuracy": 0.9314263322884012, "iteration": 35259, "loss_box_reg": 0.003679275279864669, "loss_cls": 0.02990925090853125, "loss_rpn_cls": 0.00048607834736458244, "loss_rpn_loc": 0.0005468222188937943, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202054216060787, "total_loss": 0.03579965542985519}
{"data_time": 0.0035074464976787567, "eta_seconds": 2454.8145885334816, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1306715063520871, "fast_rcnn/fg_cls_accuracy": 0.8693284936479129, "iteration": 35279, "loss_box_reg": 0.0038315787096507847, "loss_cls": 0.030032426002435386, "loss_rpn_cls": 0.0006087513922921062, "loss_rpn_loc": 0.0009116292367252754, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5286535127088428, "total_loss": 0.03689078002480528}
{"data_time": 0.0033429700415581465, "eta_seconds": 2443.5061481106095, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06038647342995169, "fast_rcnn/fg_cls_accuracy": 0.9396135265700483, "iteration": 35299, "loss_box_reg": 0.003727997391251847, "loss_cls": 0.029367557901423424, "loss_rpn_cls": 0.0007012962572616743, "loss_rpn_loc": 0.0006994909263084992, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5152202537283301, "total_loss": 0.035431267088824825}
{"data_time": 0.003721004817634821, "eta_seconds": 2433.5653524023946, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 35319, "loss_box_reg": 0.004044350876938552, "loss_cls": 0.034310020331759006, "loss_rpn_cls": 0.0008391381609840209, "loss_rpn_loc": 0.0006534523818118032, "lr": 0.0005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5290800228249282, "total_loss": 0.041521728210739184}
{"data_time": 0.003670597216114402, "eta_seconds": 2423.77777956333, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.23125, "fast_rcnn/fg_cls_accuracy": 0.7283653846153846, "iteration": 35339, "loss_box_reg": 0.003751367694349028, "loss_cls": 0.03077587319421582, "loss_rpn_cls": 0.0006546159795561834, "loss_rpn_loc": 0.0008289877769129816, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5237520630471408, "total_loss": 0.036559278282993546}
{"data_time": 0.0033702198415994644, "eta_seconds": 2412.091546667274, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08225806451612903, "fast_rcnn/fg_cls_accuracy": 0.917741935483871, "iteration": 35359, "loss_box_reg": 0.0038534401974175125, "loss_cls": 0.0324412063928321, "loss_rpn_cls": 0.0006510996214501574, "loss_rpn_loc": 0.000575484368710022, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5140088757034391, "total_loss": 0.0388039881727309}
{"data_time": 0.003418039996176958, "eta_seconds": 2401.4165002929512, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11942959001782531, "fast_rcnn/fg_cls_accuracy": 0.8805704099821747, "iteration": 35379, "loss_box_reg": 0.0036143014003755525, "loss_cls": 0.0284001512627583, "loss_rpn_cls": 0.0007284062801886648, "loss_rpn_loc": 0.0007859018560338882, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232707939576358, "total_loss": 0.033044576004357396}
{"data_time": 0.003577903378754854, "eta_seconds": 2390.1384443617426, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9375, "iteration": 35399, "loss_box_reg": 0.003744311979971826, "loss_cls": 0.030665435711853206, "loss_rpn_cls": 0.0007579834264106466, "loss_rpn_loc": 0.0005391963577494607, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5112198588903993, "total_loss": 0.03644686721636958}
{"data_time": 0.00360655109398067, "eta_seconds": 2380.427220768761, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.04614695340501792, "fast_rcnn/fg_cls_accuracy": 0.9320276497695852, "iteration": 35419, "loss_box_reg": 0.0036962335143471137, "loss_cls": 0.030797163723036647, "loss_rpn_cls": 0.0006056095459712196, "loss_rpn_loc": 0.0007337915849348065, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5255627003498375, "total_loss": 0.03588004369544251}
{"data_time": 0.0037149135023355484, "eta_seconds": 2370.0346112041734, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05808080808080808, "fast_rcnn/fg_cls_accuracy": 0.9393939393939394, "iteration": 35439, "loss_box_reg": 0.004071441449923441, "loss_cls": 0.029870491445763037, "loss_rpn_cls": 0.0009932783842714343, "loss_rpn_loc": 0.0005515657157957321, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203384873457253, "total_loss": 0.035250976332804385}
{"data_time": 0.003515273565426469, "eta_seconds": 2360.118016249966, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 35459, "loss_box_reg": 0.0036874582365271635, "loss_cls": 0.03176688574603759, "loss_rpn_cls": 0.0005105935833853437, "loss_rpn_loc": 0.0006915400444995612, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5280258897691965, "total_loss": 0.037145345013755104}
{"data_time": 0.003618913469836116, "eta_seconds": 2349.449036534177, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.930952380952381, "iteration": 35479, "loss_box_reg": 0.003774325843551196, "loss_cls": 0.029584136500488967, "loss_rpn_cls": 0.0006822370347379092, "loss_rpn_loc": 0.0005913378354307497, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186502011492848, "total_loss": 0.03593178742522696}
{"data_time": 0.0034575166646391153, "eta_seconds": 2338.1039433954284, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09062927496580028, "fast_rcnn/fg_cls_accuracy": 0.9093707250341997, "iteration": 35499, "loss_box_reg": 0.0036008997849421576, "loss_cls": 0.02930745462072082, "loss_rpn_cls": 0.000486595647203103, "loss_rpn_loc": 0.0006040343587301322, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5149734080769122, "total_loss": 0.035604945982640857}
{"data_time": 0.0036246981471776962, "eta_seconds": 2327.2984353101347, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16789563244469655, "fast_rcnn/fg_cls_accuracy": 0.8321043675553035, "iteration": 35519, "loss_box_reg": 0.004178701594355516, "loss_cls": 0.028303303639404476, "loss_rpn_cls": 0.0006129642925714052, "loss_rpn_loc": 0.0005868288071724237, "lr": 0.0005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5236342994030565, "total_loss": 0.034059628556860844}
{"data_time": 0.0037646847777068615, "eta_seconds": 2316.9110287700314, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.05334281650071124, "fast_rcnn/fg_cls_accuracy": 0.926097972972973, "iteration": 35539, "loss_box_reg": 0.003608547864132561, "loss_cls": 0.03345565078780055, "loss_rpn_cls": 0.000729004257550514, "loss_rpn_loc": 0.0005902855036765686, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5240189011674374, "total_loss": 0.03835273851984766}
{"data_time": 0.003498197766020894, "eta_seconds": 2307.8345657803584, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11239495798319327, "fast_rcnn/fg_cls_accuracy": 0.8876050420168067, "iteration": 35559, "loss_box_reg": 0.0035931421007262543, "loss_cls": 0.03138393597328104, "loss_rpn_cls": 0.0006215402191855901, "loss_rpn_loc": 0.0006326835791696794, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523778359638527, "total_loss": 0.03744849839517883}
{"data_time": 0.0035565332509577274, "eta_seconds": 2297.286344252061, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1933497536945813, "fast_rcnn/fg_cls_accuracy": 0.7956349206349207, "iteration": 35579, "loss_box_reg": 0.00375651397916954, "loss_cls": 0.0281071285426151, "loss_rpn_cls": 0.0004835685978719084, "loss_rpn_loc": 0.0006119589606896625, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5194607558660209, "total_loss": 0.03488862794358738}
{"data_time": 0.003471504896879196, "eta_seconds": 2287.2049876637757, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.03137254901960784, "fast_rcnn/fg_cls_accuracy": 0.9686274509803922, "iteration": 35599, "loss_box_reg": 0.003908949991455302, "loss_cls": 0.03009504548390396, "loss_rpn_cls": 0.0005823106971547531, "loss_rpn_loc": 0.0006601954701181967, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5260772344190627, "total_loss": 0.035146469420851645}
{"data_time": 0.003938247682526708, "eta_seconds": 2276.654634695733, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14393939393939392, "fast_rcnn/fg_cls_accuracy": 0.8560606060606061, "iteration": 35619, "loss_box_reg": 0.0035153991921106353, "loss_cls": 0.03133171526133083, "loss_rpn_cls": 0.0005863532546754868, "loss_rpn_loc": 0.0006655187371507054, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5139075731858611, "total_loss": 0.03639017979003256}
{"data_time": 0.0035537208896130323, "eta_seconds": 2266.261324334191, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08452380952380953, "fast_rcnn/fg_cls_accuracy": 0.9154761904761904, "iteration": 35639, "loss_box_reg": 0.0035078074215562083, "loss_cls": 0.030243525136029348, "loss_rpn_cls": 0.00039934040057687525, "loss_rpn_loc": 0.0005989468500047224, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163198530208319, "total_loss": 0.03587408960402172}
{"data_time": 0.0036324888933449984, "eta_seconds": 2256.0229155756533, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.093841642228739, "fast_rcnn/fg_cls_accuracy": 0.8310104529616724, "iteration": 35659, "loss_box_reg": 0.0035676574043463916, "loss_cls": 0.030533092038240284, "loss_rpn_cls": 0.0006968931669462108, "loss_rpn_loc": 0.0006865296427349676, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221116140019149, "total_loss": 0.036368365239809464}
{"data_time": 0.0036199972964823246, "eta_seconds": 2246.93721479387, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13064516129032258, "fast_rcnn/fg_cls_accuracy": 0.8693548387096774, "iteration": 35679, "loss_box_reg": 0.003575991067918949, "loss_cls": 0.025791438441956416, "loss_rpn_cls": 0.0008551136485266397, "loss_rpn_loc": 0.0007098397272784496, "lr": 0.0005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.519715033005923, "total_loss": 0.03063067363797245}
{"data_time": 0.0036914509255439043, "eta_seconds": 2236.7855295191985, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07894736842105263, "fast_rcnn/fg_cls_accuracy": 0.9210526315789473, "iteration": 35699, "loss_box_reg": 0.00371097051538527, "loss_cls": 0.03076928501832299, "loss_rpn_cls": 0.0007068650664336928, "loss_rpn_loc": 0.0006780188232369255, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5201911800540984, "total_loss": 0.03673144655067517}
{"data_time": 0.0034271220210939646, "eta_seconds": 2226.2768862191588, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.03429705215419501, "fast_rcnn/fg_cls_accuracy": 0.965702947845805, "iteration": 35719, "loss_box_reg": 0.0035521491881809197, "loss_cls": 0.0295818880549632, "loss_rpn_cls": 0.0005424369287538866, "loss_rpn_loc": 0.0006738551783200819, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5137298691552132, "total_loss": 0.035704354866993526}
{"data_time": 0.0035608485341072083, "eta_seconds": 2215.9830600514542, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.0710691823899371, "fast_rcnn/fg_cls_accuracy": 0.9289308176100629, "iteration": 35739, "loss_box_reg": 0.003529359833919443, "loss_cls": 0.0313100635248702, "loss_rpn_cls": 0.0005300621450601284, "loss_rpn_loc": 0.0006201549358593184, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5237984000705183, "total_loss": 0.037066896068495225}
{"data_time": 0.003576999995857477, "eta_seconds": 2205.310862357728, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09173669467787116, "fast_rcnn/fg_cls_accuracy": 0.9023809523809524, "iteration": 35759, "loss_box_reg": 0.0036611984251067042, "loss_cls": 0.028943226265255362, "loss_rpn_cls": 0.0005017706101853037, "loss_rpn_loc": 0.0006044243928045034, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5127588140312582, "total_loss": 0.035734396898192244}
{"data_time": 0.0034562069922685623, "eta_seconds": 2193.6587713994086, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09206349206349207, "fast_rcnn/fg_cls_accuracy": 0.8968253968253967, "iteration": 35779, "loss_box_reg": 0.0035306468926137313, "loss_cls": 0.032282663916703314, "loss_rpn_cls": 0.0005426220622979372, "loss_rpn_loc": 0.0006584136308447341, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5130440688226372, "total_loss": 0.03835295343014877}
{"data_time": 0.0034860854502767324, "eta_seconds": 2184.3737308059353, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07658536585365854, "fast_rcnn/fg_cls_accuracy": 0.9234146341463415, "iteration": 35799, "loss_box_reg": 0.003503458559862338, "loss_cls": 0.028586833737790585, "loss_rpn_cls": 0.00027808796869521757, "loss_rpn_loc": 0.0005673287405443261, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5245280095841736, "total_loss": 0.03273467969802368}
{"data_time": 0.003602511016651988, "eta_seconds": 2174.110991633497, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.0702280912364946, "fast_rcnn/fg_cls_accuracy": 0.9297719087635055, "iteration": 35819, "loss_box_reg": 0.003640735914814286, "loss_cls": 0.028834807948442176, "loss_rpn_cls": 0.0007166077257352299, "loss_rpn_loc": 0.0006588625201402465, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5284092237707227, "total_loss": 0.03392947996445628}
{"data_time": 0.0035266736522316933, "eta_seconds": 2164.0123631735332, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10201612903225807, "fast_rcnn/fg_cls_accuracy": 0.8640552995391705, "iteration": 35839, "loss_box_reg": 0.003491316005238332, "loss_cls": 0.030011307855602354, "loss_rpn_cls": 0.0008522656203240331, "loss_rpn_loc": 0.0005316559308994329, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203595270868391, "total_loss": 0.035538871639687386}
{"data_time": 0.0035122486297041178, "eta_seconds": 2153.6109579191543, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10060606060606062, "fast_rcnn/fg_cls_accuracy": 0.8993939393939394, "iteration": 35859, "loss_box_reg": 0.0037468939772224985, "loss_cls": 0.03044901482644491, "loss_rpn_cls": 0.0005605894439213444, "loss_rpn_loc": 0.0006313490839602309, "lr": 0.0005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5088829305022955, "total_loss": 0.03638727069937886}
{"data_time": 0.0035290687810629606, "eta_seconds": 2143.2095526647754, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.061669829222011384, "fast_rcnn/fg_cls_accuracy": 0.9383301707779885, "iteration": 35879, "loss_box_reg": 0.0033824542915681377, "loss_cls": 0.030269741371739656, "loss_rpn_cls": 0.0006991953699184705, "loss_rpn_loc": 0.0005351142799554509, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.523328228155151, "total_loss": 0.03573346321780946}
{"data_time": 0.003758223494514823, "eta_seconds": 2132.670289741829, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11555555555555555, "fast_rcnn/fg_cls_accuracy": 0.8844444444444444, "iteration": 35899, "loss_box_reg": 0.0035370429541217163, "loss_cls": 0.028775051439879462, "loss_rpn_cls": 0.0004848709802445228, "loss_rpn_loc": 0.0005749145411755308, "lr": 0.0005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5231426549144089, "total_loss": 0.034961378941147814}
{"data_time": 0.0036317070480436087, "eta_seconds": 2122.5617177670356, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8775, "iteration": 35919, "loss_box_reg": 0.003976481457357295, "loss_cls": 0.035232093679951504, "loss_rpn_cls": 0.000806953264486765, "loss_rpn_loc": 0.0006109530531830387, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202697701752186, "total_loss": 0.04120276016567459}
{"data_time": 0.0034782506991177797, "eta_seconds": 2112.0053369016387, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12175324675324675, "fast_rcnn/fg_cls_accuracy": 0.8782467532467533, "iteration": 35939, "loss_box_reg": 0.0033941486180992797, "loss_cls": 0.031351449753856286, "loss_rpn_cls": 0.0007094404090821627, "loss_rpn_loc": 0.000679757232319389, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.50466104503721, "total_loss": 0.03666378635591627}
{"data_time": 0.0035269903019070625, "eta_seconds": 2101.7573882618453, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10348360655737704, "fast_rcnn/fg_cls_accuracy": 0.8951866062085805, "iteration": 35959, "loss_box_reg": 0.004251654376275837, "loss_cls": 0.03183728872681968, "loss_rpn_cls": 0.0006039140838538515, "loss_rpn_loc": 0.0005935022754783859, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5248807824682444, "total_loss": 0.03723662354957469}
{"data_time": 0.0036693091969937086, "eta_seconds": 2091.202526392881, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07317073170731707, "fast_rcnn/fg_cls_accuracy": 0.9239409499358151, "iteration": 35979, "loss_box_reg": 0.0035249593784101307, "loss_cls": 0.029072278935927898, "loss_rpn_cls": 0.0004127058817857687, "loss_rpn_loc": 0.0006255204425542615, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5125063681043684, "total_loss": 0.03381218435302458}
{"data_time": 0.0034462620969861746, "eta_seconds": 2080.511379460804, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23166368515205726, "fast_rcnn/fg_cls_accuracy": 0.7683363148479427, "iteration": 35999, "loss_box_reg": 0.003579226875444874, "loss_cls": 0.030603857594542205, "loss_rpn_cls": 0.0006706306625119396, "loss_rpn_loc": 0.0005835801111970795, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191940967924893, "total_loss": 0.036078142083056264}
{"data_time": 0.00337427225895226, "eta_seconds": 2070.771753594512, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09427767354596622, "fast_rcnn/fg_cls_accuracy": 0.9057223264540337, "iteration": 36019, "loss_box_reg": 0.0035584519064286724, "loss_cls": 0.03304997106897645, "loss_rpn_cls": 0.0003968589270755274, "loss_rpn_loc": 0.000609415331382479, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5225986579898745, "total_loss": 0.037672974926636016}
{"data_time": 0.003341689705848694, "eta_seconds": 2060.962463182863, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1430581613508443, "fast_rcnn/fg_cls_accuracy": 0.8569418386491556, "iteration": 36039, "loss_box_reg": 0.003399811903364025, "loss_cls": 0.02872341833426617, "loss_rpn_cls": 0.000428504122794493, "loss_rpn_loc": 0.0006616294667765033, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5226807140279561, "total_loss": 0.03230359747840339}
{"data_time": 0.0037057409062981606, "eta_seconds": 2050.5561897004955, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09980237154150198, "fast_rcnn/fg_cls_accuracy": 0.900197628458498, "iteration": 36059, "loss_box_reg": 0.0033827900551841594, "loss_cls": 0.03025976338540204, "loss_rpn_cls": 0.0007696651261994703, "loss_rpn_loc": 0.0005943950272921938, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.51944290404208, "total_loss": 0.03521628946327837}
{"data_time": 0.003563876496627927, "eta_seconds": 2040.8063879089896, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18417874396135264, "fast_rcnn/fg_cls_accuracy": 0.8158212560386473, "iteration": 36079, "loss_box_reg": 0.0034768010082188994, "loss_cls": 0.029582324583316222, "loss_rpn_cls": 0.0004543372502894272, "loss_rpn_loc": 0.0005704617651645094, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5177804443519562, "total_loss": 0.036064888767725733}
{"data_time": 0.0038669800851494074, "eta_seconds": 2030.0319855979178, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.16520650813516896, "fast_rcnn/fg_cls_accuracy": 0.834793491864831, "iteration": 36099, "loss_box_reg": 0.0035972023179056123, "loss_cls": 0.03088370425393805, "loss_rpn_cls": 0.0005753306627980237, "loss_rpn_loc": 0.0007205325273389462, "lr": 0.0005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182028140407056, "total_loss": 0.035695017615637425}
{"data_time": 0.003382327500730753, "eta_seconds": 2018.7553819895256, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.0828698553948832, "fast_rcnn/fg_cls_accuracy": 0.8755259467040672, "iteration": 36119, "loss_box_reg": 0.003577794363081921, "loss_cls": 0.03216143778990954, "loss_rpn_cls": 0.0007329279276291345, "loss_rpn_loc": 0.0005999772129143821, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5179759436286986, "total_loss": 0.038832072067634726}
{"data_time": 0.003644760465249419, "eta_seconds": 2008.0725062128622, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08135686707115278, "fast_rcnn/fg_cls_accuracy": 0.9186431329288473, "iteration": 36139, "loss_box_reg": 0.0034221921378048137, "loss_cls": 0.029932597622973844, "loss_rpn_cls": 0.0005844485168609026, "loss_rpn_loc": 0.0006883465921418974, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5174804429989308, "total_loss": 0.03508012301074359}
{"data_time": 0.003538907039910555, "eta_seconds": 1997.4513614831958, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06363636363636363, "fast_rcnn/fg_cls_accuracy": 0.9238095238095239, "iteration": 36159, "loss_box_reg": 0.0032638387638144195, "loss_cls": 0.028425689466530457, "loss_rpn_cls": 0.0005278851068055701, "loss_rpn_loc": 0.000726102774933679, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.513998523587361, "total_loss": 0.03528465979093198}
{"data_time": 0.003602162003517151, "eta_seconds": 1986.9117672881112, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17692307692307693, "fast_rcnn/fg_cls_accuracy": 0.823076923076923, "iteration": 36179, "loss_box_reg": 0.0035964740091003478, "loss_cls": 0.03404907445656136, "loss_rpn_cls": 0.0004363976184436069, "loss_rpn_loc": 0.0006450845767176361, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5202119068708271, "total_loss": 0.03875917622298175}
{"data_time": 0.0035899875219911337, "eta_seconds": 1976.5118103800341, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10952380952380952, "fast_rcnn/fg_cls_accuracy": 0.8904761904761904, "iteration": 36199, "loss_box_reg": 0.003786662418860942, "loss_cls": 0.027783174708019942, "loss_rpn_cls": 0.0005273171186672698, "loss_rpn_loc": 0.000621041988779325, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5118346966337413, "total_loss": 0.034455814928833206}
{"data_time": 0.0035840801429003477, "eta_seconds": 1966.1118534719571, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.05625327053898482, "fast_rcnn/fg_cls_accuracy": 0.9437467294610151, "iteration": 36219, "loss_box_reg": 0.0033344626281177625, "loss_cls": 0.030118580703856423, "loss_rpn_cls": 0.0004332920639740223, "loss_rpn_loc": 0.000620743953732017, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5177798755466938, "total_loss": 0.03502231029540326}
{"data_time": 0.0036871861666440964, "eta_seconds": 1955.4327590605244, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06884343036978757, "fast_rcnn/fg_cls_accuracy": 0.9311565696302124, "iteration": 36239, "loss_box_reg": 0.003738071463885717, "loss_cls": 0.031098067382117733, "loss_rpn_cls": 0.0007591534367747954, "loss_rpn_loc": 0.0005303638818077161, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5140870129689574, "total_loss": 0.036409409392263115}
{"data_time": 0.003628527047112584, "eta_seconds": 1945.0342865316197, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14670014347202295, "fast_rcnn/fg_cls_accuracy": 0.853299856527977, "iteration": 36259, "loss_box_reg": 0.0034005839697783813, "loss_cls": 0.02873944805469364, "loss_rpn_cls": 0.0005453706213529586, "loss_rpn_loc": 0.0005671096523656161, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5208948242943734, "total_loss": 0.03346728612257266}
{"data_time": 0.0033549831714481115, "eta_seconds": 1933.5664762295783, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08135775862068965, "fast_rcnn/fg_cls_accuracy": 0.8859717868338558, "iteration": 36279, "loss_box_reg": 0.003718936408404261, "loss_cls": 0.028277003206312656, "loss_rpn_cls": 0.0005727001533841758, "loss_rpn_loc": 0.0006535994862133521, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5145289830397815, "total_loss": 0.03465735516192581}
{"data_time": 0.003449610900133848, "eta_seconds": 1923.4141466356814, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.08712121212121213, "fast_rcnn/fg_cls_accuracy": 0.9128787878787878, "iteration": 36299, "loss_box_reg": 0.003346820318256505, "loss_cls": 0.030428590980591252, "loss_rpn_cls": 0.0005900641408516094, "loss_rpn_loc": 0.0006689290958092897, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5202504794578999, "total_loss": 0.03608858304173168}
{"data_time": 0.0035210626665502787, "eta_seconds": 1912.3996486931574, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.12817028985507248, "fast_rcnn/fg_cls_accuracy": 0.8239130434782609, "iteration": 36319, "loss_box_reg": 0.003719894928508438, "loss_cls": 0.03046071997960098, "loss_rpn_cls": 0.0006495554036973772, "loss_rpn_loc": 0.0006166560779092833, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5178812951780856, "total_loss": 0.035581458157366797}
{"data_time": 0.0033968095667660236, "eta_seconds": 1901.2175515578128, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18558673469387754, "fast_rcnn/fg_cls_accuracy": 0.8144132653061225, "iteration": 36339, "loss_box_reg": 0.0035395706290728413, "loss_cls": 0.03104858408914879, "loss_rpn_cls": 0.00040687131286176736, "loss_rpn_loc": 0.000561347065740847, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141914468258619, "total_loss": 0.03605477879426644}
{"data_time": 0.0035173078067600727, "eta_seconds": 1890.8312224042602, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.06607142857142857, "fast_rcnn/fg_cls_accuracy": 0.9339285714285714, "iteration": 36359, "loss_box_reg": 0.0039784170730854385, "loss_cls": 0.03138277307152748, "loss_rpn_cls": 0.00039226412758353035, "loss_rpn_loc": 0.0006179147676448338, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5145609357859939, "total_loss": 0.036821874967586155}
{"data_time": 0.003619714407250285, "eta_seconds": 1880.3192785817664, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14119601328903653, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 36379, "loss_box_reg": 0.003551255911588669, "loss_cls": 0.029313355043996125, "loss_rpn_cls": 0.00047014265749112383, "loss_rpn_loc": 0.0007775475442031166, "lr": 0.0005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5250911959446967, "total_loss": 0.03638387684350164}
{"data_time": 0.003502342849969864, "eta_seconds": 1869.9336432402488, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.05718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 36399, "loss_box_reg": 0.003703020018292591, "loss_cls": 0.02975333426729776, "loss_rpn_cls": 0.000478666598212385, "loss_rpn_loc": 0.0005241512990323827, "lr": 0.0005, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5157419305760413, "total_loss": 0.03434026941488355}
{"data_time": 0.003584563499316573, "eta_seconds": 1859.6722349436022, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05, "fast_rcnn/fg_cls_accuracy": 0.95, "iteration": 36419, "loss_box_reg": 0.003584970567317214, "loss_cls": 0.030298533354653046, "loss_rpn_cls": 0.0003327260670857868, "loss_rpn_loc": 0.0006583664508070797, "lr": 0.0005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5290714579168707, "total_loss": 0.034837910588919385}
{"data_time": 0.00347657292149961, "eta_seconds": 1849.2859057900496, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.07954545454545454, "fast_rcnn/fg_cls_accuracy": 0.9182900432900433, "iteration": 36439, "loss_box_reg": 0.0034138929113396443, "loss_cls": 0.03178101489902474, "loss_rpn_cls": 0.0005633884316011972, "loss_rpn_loc": 0.000593331784784823, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155387502163649, "total_loss": 0.03703837569889856}
{"data_time": 0.0033835775684565306, "eta_seconds": 1837.2275193692185, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8333333333333333, "iteration": 36459, "loss_box_reg": 0.0036917754041496664, "loss_cls": 0.03286919597303495, "loss_rpn_cls": 0.0009543751119736044, "loss_rpn_loc": 0.000558438014195417, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5073732514865696, "total_loss": 0.03878399186220349}
{"data_time": 0.0036071951035410166, "eta_seconds": 1827.0387578657828, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1318840579710145, "fast_rcnn/fg_cls_accuracy": 0.8638888888888889, "iteration": 36479, "loss_box_reg": 0.0032405368765466847, "loss_cls": 0.02954722533468157, "loss_rpn_cls": 0.0004611839439405685, "loss_rpn_loc": 0.000589978757489007, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5203134163748473, "total_loss": 0.03407512145088276}
{"data_time": 0.003799923462793231, "eta_seconds": 1818.2519143552054, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10256410256410256, "fast_rcnn/fg_cls_accuracy": 0.8974358974358975, "iteration": 36499, "loss_box_reg": 0.0038245341274887323, "loss_cls": 0.029876795801101252, "loss_rpn_cls": 0.000367165512216161, "loss_rpn_loc": 0.0005954879616183462, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5297862973529845, "total_loss": 0.035065082040347306}
{"data_time": 0.0037794767413288355, "eta_seconds": 1807.740589175839, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8550420168067226, "iteration": 36519, "loss_box_reg": 0.003567725856555626, "loss_cls": 0.02976479276549071, "loss_rpn_cls": 0.000533553335230863, "loss_rpn_loc": 0.0006113038898547529, "lr": 0.0005, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5200766199268401, "total_loss": 0.03524246178432122}
{"data_time": 0.003380713053047657, "eta_seconds": 1796.7353825781029, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.07280701754385965, "fast_rcnn/fg_cls_accuracy": 0.9271929824561403, "iteration": 36539, "loss_box_reg": 0.0034991569846170023, "loss_cls": 0.027689960901625454, "loss_rpn_cls": 0.0005870688370350763, "loss_rpn_loc": 0.0005939842994848732, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.521817235974595, "total_loss": 0.032591411532052916}
{"data_time": 0.0033867210149765015, "eta_seconds": 1786.3526297172066, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08738738738738738, "fast_rcnn/fg_cls_accuracy": 0.9042792792792793, "iteration": 36559, "loss_box_reg": 0.0032588928152108565, "loss_cls": 0.03017543989699334, "loss_rpn_cls": 0.00045239770076932473, "loss_rpn_loc": 0.0008047074061323656, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5252439361065626, "total_loss": 0.034536760530727406}
{"data_time": 0.00401335908100009, "eta_seconds": 1776.6056596129201, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13466183574879226, "fast_rcnn/fg_cls_accuracy": 0.8653381642512077, "iteration": 36579, "loss_box_reg": 0.0036083980376133695, "loss_cls": 0.029515032103518024, "loss_rpn_cls": 0.0004709545013383831, "loss_rpn_loc": 0.0006732654728693888, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5256231110543013, "total_loss": 0.03484705285120526}
{"data_time": 0.00361253647133708, "eta_seconds": 1766.1151683055796, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.09967320261437909, "fast_rcnn/fg_cls_accuracy": 0.9003267973856208, "iteration": 36599, "loss_box_reg": 0.003563085505447816, "loss_cls": 0.029370385833317414, "loss_rpn_cls": 0.00033798906531501416, "loss_rpn_loc": 0.0005375548289521248, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5230546977836639, "total_loss": 0.03387588057444191}
{"data_time": 0.0034884619526565075, "eta_seconds": 1755.8327200091444, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06607142857142857, "fast_rcnn/fg_cls_accuracy": 0.9112179487179488, "iteration": 36619, "loss_box_reg": 0.0034927939996123314, "loss_cls": 0.03188883277471177, "loss_rpn_cls": 0.0005660220882646172, "loss_rpn_loc": 0.0006978254359637504, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5180839675012976, "total_loss": 0.03640723449689176}
{"data_time": 0.004074411001056433, "eta_seconds": 1745.4462502072565, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.05634920634920634, "fast_rcnn/fg_cls_accuracy": 0.9420168067226891, "iteration": 36639, "loss_box_reg": 0.003243861850933172, "loss_cls": 0.031462400598684326, "loss_rpn_cls": 0.0004433378014994105, "loss_rpn_loc": 0.0007529853101004846, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5206665387377143, "total_loss": 0.0361952424460128}
{"data_time": 0.0033636516891419888, "eta_seconds": 1734.9575940337963, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09953703703703703, "fast_rcnn/fg_cls_accuracy": 0.900462962962963, "iteration": 36659, "loss_box_reg": 0.003245477011660114, "loss_cls": 0.030329411092679948, "loss_rpn_cls": 0.0005634066334323506, "loss_rpn_loc": 0.0005971225427856552, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5178660457022488, "total_loss": 0.03549366814820587}
{"data_time": 0.003938829991966486, "eta_seconds": 1724.571735943202, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.171990171990172, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 36679, "loss_box_reg": 0.00326577704254305, "loss_cls": 0.033318858448183164, "loss_rpn_cls": 0.0006093576661214684, "loss_rpn_loc": 0.0006360502611642005, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5176226291805506, "total_loss": 0.040169566963641046}
{"data_time": 0.003474579192698002, "eta_seconds": 1713.1119617628865, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.0925531914893617, "fast_rcnn/fg_cls_accuracy": 0.9074468085106383, "iteration": 36699, "loss_box_reg": 0.003413704427657649, "loss_cls": 0.03062213640077971, "loss_rpn_cls": 0.00039598532924856045, "loss_rpn_loc": 0.0006041324213583721, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5075348881073296, "total_loss": 0.036165371348459985}
{"data_time": 0.0034438695292919874, "eta_seconds": 1702.7326102829538, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15892857142857142, "fast_rcnn/fg_cls_accuracy": 0.825, "iteration": 36719, "loss_box_reg": 0.0035478706267895177, "loss_cls": 0.030924402992241085, "loss_rpn_cls": 0.0003856249921057042, "loss_rpn_loc": 0.0005894980931770988, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146318399347365, "total_loss": 0.03624193314533386}
{"data_time": 0.003660893999040127, "eta_seconds": 1692.109593812842, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.05298913043478261, "fast_rcnn/fg_cls_accuracy": 0.9470108695652174, "iteration": 36739, "loss_box_reg": 0.003287319705123082, "loss_cls": 0.029233524692244828, "loss_rpn_cls": 0.0006485697073230767, "loss_rpn_loc": 0.0005520878257812001, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211798790842295, "total_loss": 0.03439594349254094}
{"data_time": 0.003469183575361967, "eta_seconds": 1681.731736751739, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10300618921308577, "fast_rcnn/fg_cls_accuracy": 0.8969938107869142, "iteration": 36759, "loss_box_reg": 0.0034991162683581933, "loss_cls": 0.02932602138025686, "loss_rpn_cls": 0.0006139047945907805, "loss_rpn_loc": 0.0005342055515029642, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5183412020560354, "total_loss": 0.035564684212658904}
{"data_time": 0.003598246956244111, "eta_seconds": 1671.5945558431558, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06285178236397748, "fast_rcnn/fg_cls_accuracy": 0.9371482176360225, "iteration": 36779, "loss_box_reg": 0.0036679730474133976, "loss_cls": 0.03103501323494129, "loss_rpn_cls": 0.00036344260297482833, "loss_rpn_loc": 0.0005612779978036997, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380006281193346, "total_loss": 0.03670915081102066}
{"data_time": 0.0034658492077142, "eta_seconds": 1660.976022629533, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10485347985347984, "fast_rcnn/fg_cls_accuracy": 0.8839285714285714, "iteration": 36799, "loss_box_reg": 0.003352703934069723, "loss_cls": 0.03156228031730279, "loss_rpn_cls": 0.0005283412104404306, "loss_rpn_loc": 0.0006055663561710389, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.521707630250603, "total_loss": 0.03636468156878436}
{"data_time": 0.0034233746118843555, "eta_seconds": 1650.1888133001048, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08131868131868132, "fast_rcnn/fg_cls_accuracy": 0.9180602006688963, "iteration": 36819, "loss_box_reg": 0.0036114410177106038, "loss_cls": 0.031037772016134113, "loss_rpn_cls": 0.0005408710860592691, "loss_rpn_loc": 0.0006265086030907696, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5104115214198828, "total_loss": 0.03614476315954107}
{"data_time": 0.0036802489776164293, "eta_seconds": 1639.9541627923027, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14211309523809523, "fast_rcnn/fg_cls_accuracy": 0.8024891774891775, "iteration": 36839, "loss_box_reg": 0.0035236219919170253, "loss_cls": 0.030237406957894564, "loss_rpn_cls": 0.0007034718745444479, "loss_rpn_loc": 0.0006534057811222738, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5250150805804878, "total_loss": 0.03630238510709205}
{"data_time": 0.00350999366492033, "eta_seconds": 1629.4382466443349, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0775691699604743, "fast_rcnn/fg_cls_accuracy": 0.8976982097186701, "iteration": 36859, "loss_box_reg": 0.0038872111617820337, "loss_cls": 0.03138116287300363, "loss_rpn_cls": 0.00039260600408397295, "loss_rpn_loc": 0.0005806557328469353, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5167188385967165, "total_loss": 0.038831422200672705}
{"data_time": 0.0037501901388168335, "eta_seconds": 1618.7317692851648, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17360114777618366, "fast_rcnn/fg_cls_accuracy": 0.8117647058823529, "iteration": 36879, "loss_box_reg": 0.003448219686106313, "loss_cls": 0.0311723391932901, "loss_rpn_cls": 0.0006814661691123547, "loss_rpn_loc": 0.000632878707619966, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5178505377843976, "total_loss": 0.036754207131821204}
{"data_time": 0.0038292116951197386, "eta_seconds": 1608.3586083156988, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13468013468013468, "fast_rcnn/fg_cls_accuracy": 0.8469899665551839, "iteration": 36899, "loss_box_reg": 0.0033712901204125956, "loss_cls": 0.029496615927200764, "loss_rpn_cls": 0.0006603895853913855, "loss_rpn_loc": 0.0006369168313540285, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215111440047622, "total_loss": 0.035277205274155676}
{"data_time": 0.0032857211772352457, "eta_seconds": 1598.1350086180028, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.07546583850931676, "fast_rcnn/fg_cls_accuracy": 0.9245341614906832, "iteration": 36919, "loss_box_reg": 0.0036010369076393545, "loss_cls": 0.030229084426537156, "loss_rpn_cls": 0.0009179950139923676, "loss_rpn_loc": 0.0005126723262947053, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5306674656458199, "total_loss": 0.03601505838969388}
{"data_time": 0.0033752857707440853, "eta_seconds": 1588.3970550692175, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.10044642857142858, "fast_rcnn/fg_cls_accuracy": 0.8518339768339769, "iteration": 36939, "loss_box_reg": 0.0033837815208244137, "loss_cls": 0.03114133802591823, "loss_rpn_cls": 0.000598205364497062, "loss_rpn_loc": 0.0006489656270787236, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5199263957329094, "total_loss": 0.038264653195483334}
{"data_time": 0.0034351383801549673, "eta_seconds": 1577.870990543859, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.03300865800865801, "fast_rcnn/fg_cls_accuracy": 0.9669913419913421, "iteration": 36959, "loss_box_reg": 0.00361627375241369, "loss_cls": 0.029829930048435926, "loss_rpn_cls": 0.0005132639475959877, "loss_rpn_loc": 0.0005813894540551701, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5189736769534647, "total_loss": 0.03549685649267076}
{"data_time": 0.0033934894017875195, "eta_seconds": 1567.8010410438292, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09285714285714286, "fast_rcnn/fg_cls_accuracy": 0.8928571428571428, "iteration": 36979, "loss_box_reg": 0.0032119635870913044, "loss_cls": 0.029028996010310948, "loss_rpn_cls": 0.0003679796619735498, "loss_rpn_loc": 0.0005634494045807514, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5212819771841168, "total_loss": 0.033262841028602}
{"data_time": 0.0032544375862926245, "eta_seconds": 1557.2621895663906, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07435740514075886, "fast_rcnn/fg_cls_accuracy": 0.9078947368421053, "iteration": 36999, "loss_box_reg": 0.003445963615376968, "loss_cls": 0.02944830953492783, "loss_rpn_cls": 0.00035679073772598713, "loss_rpn_loc": 0.0005832295419168076, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5131254571024328, "total_loss": 0.03423379968387508}
{"data_time": 0.0035571237094700336, "eta_seconds": 1546.73904071399, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13421955403087477, "fast_rcnn/fg_cls_accuracy": 0.8657804459691252, "iteration": 37019, "loss_box_reg": 0.003800732949457597, "loss_cls": 0.032102543977089226, "loss_rpn_cls": 0.0005213642051558054, "loss_rpn_loc": 0.0005313649562594946, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5238766630645841, "total_loss": 0.036197644138951546}
{"data_time": 0.0035453615710139275, "eta_seconds": 1536.1924315178767, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09823284823284824, "fast_rcnn/fg_cls_accuracy": 0.9017671517671517, "iteration": 37039, "loss_box_reg": 0.0034669485175982118, "loss_cls": 0.029404101660475135, "loss_rpn_cls": 0.0008349347907028459, "loss_rpn_loc": 0.0005657970050378935, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5147585312370211, "total_loss": 0.03422298427676651}
{"data_time": 0.0034863902255892754, "eta_seconds": 1525.9844074940775, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 37059, "loss_box_reg": 0.003344901546370238, "loss_cls": 0.02833896322408691, "loss_rpn_cls": 0.0004077193258353873, "loss_rpn_loc": 0.0006270124313232373, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303975071292371, "total_loss": 0.03375557539595775}
{"data_time": 0.0033144578337669373, "eta_seconds": 1515.6070908841211, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15104166666666666, "fast_rcnn/fg_cls_accuracy": 0.7769886363636364, "iteration": 37079, "loss_box_reg": 0.0036855445068795234, "loss_cls": 0.029525269055739045, "loss_rpn_cls": 0.0004524658634181833, "loss_rpn_loc": 0.0005735988761443878, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5168519378639758, "total_loss": 0.03404799985065665}
{"data_time": 0.003828836139291525, "eta_seconds": 1505.5249321642332, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 37099, "loss_box_reg": 0.003651277584140189, "loss_cls": 0.02948404522612691, "loss_rpn_cls": 0.000938738461968569, "loss_rpn_loc": 0.0005525769347514142, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5271370969712734, "total_loss": 0.035029801158543705}
{"data_time": 0.0035230889916419983, "eta_seconds": 1495.068731520325, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.05625, "fast_rcnn/fg_cls_accuracy": 0.94375, "iteration": 37119, "loss_box_reg": 0.0035251342924311757, "loss_cls": 0.030630579421995208, "loss_rpn_cls": 0.0002715417732304104, "loss_rpn_loc": 0.0005049824212619569, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5170877198688686, "total_loss": 0.0354142185874764}
{"data_time": 0.0034102126955986023, "eta_seconds": 1484.38868290768, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.07511520737327189, "fast_rcnn/fg_cls_accuracy": 0.9248847926267281, "iteration": 37139, "loss_box_reg": 0.0033240910997847095, "loss_cls": 0.028546779707539827, "loss_rpn_cls": 0.0006086153489377466, "loss_rpn_loc": 0.0006390771950464114, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5075395584572107, "total_loss": 0.03463133838226895}
{"data_time": 0.0035654723178595304, "eta_seconds": 1474.885043426184, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.048611111111111105, "fast_rcnn/fg_cls_accuracy": 0.9513888888888888, "iteration": 37159, "loss_box_reg": 0.0032880811049835756, "loss_cls": 0.028479320229962468, "loss_rpn_cls": 0.0004792824563537579, "loss_rpn_loc": 0.00045129308909963584, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5266788923181593, "total_loss": 0.033903440815834074}
{"data_time": 0.0033989304210990667, "eta_seconds": 1463.856558573898, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06896551724137931, "fast_rcnn/fg_cls_accuracy": 0.9310344827586207, "iteration": 37179, "loss_box_reg": 0.003437317078351043, "loss_cls": 0.03123089059954509, "loss_rpn_cls": 0.0007130358552558391, "loss_rpn_loc": 0.0005996067875457811, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5178138797637075, "total_loss": 0.03678909975153033}
{"data_time": 0.003909193444997072, "eta_seconds": 1454.1193265176844, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05733005733005733, "fast_rcnn/fg_cls_accuracy": 0.9426699426699428, "iteration": 37199, "loss_box_reg": 0.003172640484990552, "loss_cls": 0.030195859260857105, "loss_rpn_cls": 0.0004270219790782903, "loss_rpn_loc": 0.0005404703142630751, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5314288854133338, "total_loss": 0.035492981107665855}
{"data_time": 0.003528920002281666, "eta_seconds": 1443.4915219342802, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.04173913043478261, "fast_rcnn/fg_cls_accuracy": 0.9582608695652174, "iteration": 37219, "loss_box_reg": 0.0034891022442025132, "loss_cls": 0.029374137084232643, "loss_rpn_cls": 0.0007748663348365881, "loss_rpn_loc": 0.0005832508404637338, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5143165364861488, "total_loss": 0.03504388358135202}
{"data_time": 0.003691819030791521, "eta_seconds": 1433.1104250487406, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13675213675213677, "fast_rcnn/fg_cls_accuracy": 0.8632478632478633, "iteration": 37239, "loss_box_reg": 0.003400680834602099, "loss_cls": 0.030536626843968406, "loss_rpn_cls": 0.0006526129895974009, "loss_rpn_loc": 0.0005789347051177174, "lr": 0.0005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5114495670422912, "total_loss": 0.03552779439201004}
{"data_time": 0.0033897189423441887, "eta_seconds": 1422.5956805804744, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08957219251336898, "fast_rcnn/fg_cls_accuracy": 0.8904428904428905, "iteration": 37259, "loss_box_reg": 0.003477877689874731, "loss_cls": 0.026114599575521424, "loss_rpn_cls": 0.0004409835028127418, "loss_rpn_loc": 0.0005583663778452319, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5188113914337009, "total_loss": 0.030738598024584007}
{"data_time": 0.0034573080483824015, "eta_seconds": 1412.8361346835736, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06991869918699187, "fast_rcnn/fg_cls_accuracy": 0.7769647696476965, "iteration": 37279, "loss_box_reg": 0.0035665616887854412, "loss_cls": 0.032626258849631995, "loss_rpn_cls": 0.00048315729773662497, "loss_rpn_loc": 0.0005872408037248533, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5172619030345231, "total_loss": 0.03762495648177833}
{"data_time": 0.0033919524867087603, "eta_seconds": 1402.6101351347752, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.046296296296296294, "fast_rcnn/fg_cls_accuracy": 0.9537037037037037, "iteration": 37299, "loss_box_reg": 0.003551496032741852, "loss_cls": 0.028703957563266158, "loss_rpn_cls": 0.0005247792234968074, "loss_rpn_loc": 0.0005500379957084078, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5280305033084005, "total_loss": 0.03450896831213868}
{"data_time": 0.003419088665395975, "eta_seconds": 1392.2021896806546, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.11124401913875598, "fast_rcnn/fg_cls_accuracy": 0.8647660818713451, "iteration": 37319, "loss_box_reg": 0.003447688519372605, "loss_cls": 0.03188738785684109, "loss_rpn_cls": 0.0005038511640975685, "loss_rpn_loc": 0.0005063600729044992, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5167944184504449, "total_loss": 0.03765539682638064}
{"data_time": 0.0035162479616701603, "eta_seconds": 1381.81649635965, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08831168831168831, "fast_rcnn/fg_cls_accuracy": 0.906158357771261, "iteration": 37339, "loss_box_reg": 0.0035111425822833553, "loss_cls": 0.030416574387345463, "loss_rpn_cls": 0.0003817382935267233, "loss_rpn_loc": 0.000568148681850289, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5136098333168775, "total_loss": 0.035351650760958364}
{"data_time": 0.003418184584006667, "eta_seconds": 1371.86777165276, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1359447004608295, "fast_rcnn/fg_cls_accuracy": 0.8640552995391705, "iteration": 37359, "loss_box_reg": 0.003476752281130757, "loss_cls": 0.03077741840388626, "loss_rpn_cls": 0.000832097326906478, "loss_rpn_loc": 0.0005500104607563117, "lr": 0.0005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5240589329041541, "total_loss": 0.03661513888849299}
{"data_time": 0.003876181086525321, "eta_seconds": 1361.4787692169193, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17727272727272728, "fast_rcnn/fg_cls_accuracy": 0.8227272727272728, "iteration": 37379, "loss_box_reg": 0.0034215119521832094, "loss_cls": 0.0330743461381644, "loss_rpn_cls": 0.0005475934262904048, "loss_rpn_loc": 0.0006843131732239272, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5260341491084546, "total_loss": 0.03691647006462517}
{"data_time": 0.003382687456905842, "eta_seconds": 1350.9788858215325, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16137123745819398, "fast_rcnn/fg_cls_accuracy": 0.8324175824175823, "iteration": 37399, "loss_box_reg": 0.0033608310914132744, "loss_cls": 0.028949576226295903, "loss_rpn_cls": 0.0005705690275590314, "loss_rpn_loc": 0.000602432028244948, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.510929171461612, "total_loss": 0.033829518490165356}
{"data_time": 0.0035182563588023186, "eta_seconds": 1340.273723075632, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.0953996983408748, "fast_rcnn/fg_cls_accuracy": 0.8915750915750915, "iteration": 37419, "loss_box_reg": 0.003212038878700696, "loss_cls": 0.029621829598909244, "loss_rpn_cls": 0.0008346856063212726, "loss_rpn_loc": 0.0007381923314824235, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518591774860397, "total_loss": 0.03436362332917042}
{"data_time": 0.0035987109877169132, "eta_seconds": 1329.7586699465755, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18891402714932126, "fast_rcnn/fg_cls_accuracy": 0.756043956043956, "iteration": 37439, "loss_box_reg": 0.00345621416636277, "loss_cls": 0.030790662072831765, "loss_rpn_cls": 0.0005037972206878294, "loss_rpn_loc": 0.0006089893031457905, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5178315804805607, "total_loss": 0.035068886330719806}
{"data_time": 0.0037187435664236546, "eta_seconds": 1319.8144363216124, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14228934817170114, "fast_rcnn/fg_cls_accuracy": 0.8577106518282989, "iteration": 37459, "loss_box_reg": 0.0033141904132207856, "loss_cls": 0.032118326431373134, "loss_rpn_cls": 0.0007546321630798047, "loss_rpn_loc": 0.0005537294618989108, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5294297090731561, "total_loss": 0.037677669687383286}
{"data_time": 0.0036765250843018293, "eta_seconds": 1309.4262864883058, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09685741088180114, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 37479, "loss_box_reg": 0.0034393471432849765, "loss_cls": 0.029911895631812513, "loss_rpn_cls": 0.0005283610650224091, "loss_rpn_loc": 0.0005704218128812499, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5230911560356617, "total_loss": 0.03529695057923732}
{"data_time": 0.003471643663942814, "eta_seconds": 1298.730949791614, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.075046904315197, "fast_rcnn/fg_cls_accuracy": 0.9249530956848031, "iteration": 37499, "loss_box_reg": 0.003397224129003007, "loss_cls": 0.027818482485599816, "loss_rpn_cls": 0.0006860040322180794, "loss_rpn_loc": 0.0005630252799164737, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5184215311892331, "total_loss": 0.03304925201678088}
{"data_time": 0.0035151580814272165, "eta_seconds": 1288.3953701639548, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10467980295566502, "fast_rcnn/fg_cls_accuracy": 0.895320197044335, "iteration": 37519, "loss_box_reg": 0.0032170106860576198, "loss_cls": 0.02955690841190517, "loss_rpn_cls": 0.0006455768265709594, "loss_rpn_loc": 0.0006653112395724747, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5215742941945791, "total_loss": 0.0344475648058733}
{"data_time": 0.0036262040957808495, "eta_seconds": 1277.8352544859517, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13762626262626262, "fast_rcnn/fg_cls_accuracy": 0.8623737373737375, "iteration": 37539, "loss_box_reg": 0.0036851220211246982, "loss_cls": 0.030664355726912618, "loss_rpn_cls": 0.0005034605619584909, "loss_rpn_loc": 0.000637193425973237, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513267396716401, "total_loss": 0.0365041008341791}
{"data_time": 0.003479445818811655, "eta_seconds": 1266.8287425111048, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12406015037593984, "fast_rcnn/fg_cls_accuracy": 0.8233082706766917, "iteration": 37559, "loss_box_reg": 0.003621690979343839, "loss_cls": 0.030617062438977882, "loss_rpn_cls": 0.0006100829989463818, "loss_rpn_loc": 0.0005998874967190204, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5137097730766982, "total_loss": 0.036722127408211236}
{"data_time": 0.0035782777704298496, "eta_seconds": 1255.5552855350543, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09338662790697674, "fast_rcnn/fg_cls_accuracy": 0.9066133720930232, "iteration": 37579, "loss_box_reg": 0.00349549156089779, "loss_cls": 0.03126298732240684, "loss_rpn_cls": 0.0005555047554537396, "loss_rpn_loc": 0.0005978011085971957, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5114115087781101, "total_loss": 0.03637556203227632}
{"data_time": 0.003586300415918231, "eta_seconds": 1245.0125813572668, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16602316602316602, "fast_rcnn/fg_cls_accuracy": 0.833976833976834, "iteration": 37599, "loss_box_reg": 0.0033534816466271877, "loss_cls": 0.03088934120023623, "loss_rpn_cls": 0.00044813650106334535, "loss_rpn_loc": 0.0005824463078170083, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408667221199721, "total_loss": 0.03499707615156922}
{"data_time": 0.003657995257526636, "eta_seconds": 1234.8108776782174, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07944250871080138, "fast_rcnn/fg_cls_accuracy": 0.9142857142857143, "iteration": 37619, "loss_box_reg": 0.003190356117556803, "loss_cls": 0.03042445340543054, "loss_rpn_cls": 0.0005191385813532179, "loss_rpn_loc": 0.0006890588701935485, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5210008870344609, "total_loss": 0.03619360361483359}
{"data_time": 0.003734835423529148, "eta_seconds": 1224.2710139877163, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.07238372093023256, "fast_rcnn/fg_cls_accuracy": 0.9125000000000001, "iteration": 37639, "loss_box_reg": 0.0036328801288618706, "loss_cls": 0.03254153041052632, "loss_rpn_cls": 0.0007262939303700477, "loss_rpn_loc": 0.0006060283549231826, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150005880277604, "total_loss": 0.037216593218090566}
{"data_time": 0.003279666416347027, "eta_seconds": 1213.744854851393, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09173669467787116, "fast_rcnn/fg_cls_accuracy": 0.9023809523809524, "iteration": 37659, "loss_box_reg": 0.0031897436128929257, "loss_cls": 0.029527173290262, "loss_rpn_cls": 0.0002570612990666632, "loss_rpn_loc": 0.0006488274584626197, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5138188488781452, "total_loss": 0.03381568665906798}
{"data_time": 0.003371710889041424, "eta_seconds": 1203.1627209621947, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15484109386548411, "fast_rcnn/fg_cls_accuracy": 0.8451589061345159, "iteration": 37679, "loss_box_reg": 0.0033479995181551203, "loss_cls": 0.029239229595987126, "loss_rpn_cls": 0.0005798835084078746, "loss_rpn_loc": 0.0006740222825101227, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5119609760586172, "total_loss": 0.03432739577465327}
{"data_time": 0.003632832784205675, "eta_seconds": 1192.7950973433908, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.06605691056910569, "fast_rcnn/fg_cls_accuracy": 0.9339430894308942, "iteration": 37699, "loss_box_reg": 0.003358659814693965, "loss_cls": 0.03250877547543496, "loss_rpn_cls": 0.0007141997933786115, "loss_rpn_loc": 0.0005850551151524996, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5121389222331345, "total_loss": 0.03902389460463951}
{"data_time": 0.003549305023625493, "eta_seconds": 1182.7878792486154, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.035897435897435895, "fast_rcnn/fg_cls_accuracy": 0.9435612082670906, "iteration": 37719, "loss_box_reg": 0.00368193224130664, "loss_cls": 0.03248247574083507, "loss_rpn_cls": 0.0007951450297696283, "loss_rpn_loc": 0.000591719400290458, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5275553371757269, "total_loss": 0.03837540512472515}
{"data_time": 0.003669687546789646, "eta_seconds": 1172.2670298244338, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.04583333333333334, "fast_rcnn/fg_cls_accuracy": 0.9541666666666666, "iteration": 37739, "loss_box_reg": 0.0033384424314135686, "loss_cls": 0.03008419560501352, "loss_rpn_cls": 0.00029365831596805947, "loss_rpn_loc": 0.0005465816502692178, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5164189578499645, "total_loss": 0.035576926870703574}
{"data_time": 0.00386330159381032, "eta_seconds": 1161.897573567694, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.053571428571428575, "fast_rcnn/fg_cls_accuracy": 0.9395136778115502, "iteration": 37759, "loss_box_reg": 0.003275732902693562, "loss_cls": 0.028511368727777153, "loss_rpn_cls": 0.00047034397084644297, "loss_rpn_loc": 0.0006505691253551049, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5243186838924885, "total_loss": 0.03477290867334659}
{"data_time": 0.0036653075367212296, "eta_seconds": 1150.9181671156548, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.106875, "fast_rcnn/fg_cls_accuracy": 0.893125, "iteration": 37779, "loss_box_reg": 0.0036385697894729674, "loss_cls": 0.031856242509093136, "loss_rpn_cls": 0.0008717385359489072, "loss_rpn_loc": 0.0005891784721825388, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5052225333638489, "total_loss": 0.03656213737718872}
{"data_time": 0.0034782683942466974, "eta_seconds": 1140.5542034315877, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0769041769041769, "fast_rcnn/fg_cls_accuracy": 0.9167613636363636, "iteration": 37799, "loss_box_reg": 0.0033807831787271425, "loss_cls": 0.030606617976445705, "loss_rpn_cls": 0.0006340347889590703, "loss_rpn_loc": 0.0005430301562228124, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186586673371494, "total_loss": 0.03572867890738962}
{"data_time": 0.003391620237380266, "eta_seconds": 1130.5893556305673, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.05303030303030303, "fast_rcnn/fg_cls_accuracy": 0.946969696969697, "iteration": 37819, "loss_box_reg": 0.0031282809941330925, "loss_cls": 0.02724097642931156, "loss_rpn_cls": 0.0003032478487625667, "loss_rpn_loc": 0.0006109564055805095, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5260171454865485, "total_loss": 0.03144641277174287}
{"data_time": 0.003262857673689723, "eta_seconds": 1119.8507043544669, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.07836198179979778, "fast_rcnn/fg_cls_accuracy": 0.9120772946859903, "iteration": 37839, "loss_box_reg": 0.003319322582683526, "loss_cls": 0.028824002540204674, "loss_rpn_cls": 0.0007847915087495494, "loss_rpn_loc": 0.0006071217712815269, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5169555877801031, "total_loss": 0.0341521371028648}
{"data_time": 0.0035230410285294056, "eta_seconds": 1109.5097327749245, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09411764705882353, "fast_rcnn/fg_cls_accuracy": 0.9058823529411765, "iteration": 37859, "loss_box_reg": 0.0036459411203395575, "loss_cls": 0.030396957183256745, "loss_rpn_cls": 0.0006148863558621542, "loss_rpn_loc": 0.0006387901621565106, "lr": 0.0005, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5195401527453214, "total_loss": 0.03610969765520622}
{"data_time": 0.0036583419423550367, "eta_seconds": 1099.1223248199094, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20413533834586467, "fast_rcnn/fg_cls_accuracy": 0.7603668261562999, "iteration": 37879, "loss_box_reg": 0.0031820669973967597, "loss_cls": 0.030452487320872024, "loss_rpn_cls": 0.0005903651041876401, "loss_rpn_loc": 0.0006318796990854025, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5107303818222135, "total_loss": 0.0355011622971233}
{"data_time": 0.0035445403773337603, "eta_seconds": 1088.7581350526307, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.042222222222222223, "fast_rcnn/fg_cls_accuracy": 0.9577777777777778, "iteration": 37899, "loss_box_reg": 0.0035757920632022433, "loss_cls": 0.029176550364354625, "loss_rpn_cls": 0.0006247590541192949, "loss_rpn_loc": 0.0005862350762981805, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5329706710763276, "total_loss": 0.03329394035711175}
{"data_time": 0.003296462818980217, "eta_seconds": 1078.2644154943991, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.04380952380952381, "fast_rcnn/fg_cls_accuracy": 0.9505494505494505, "iteration": 37919, "loss_box_reg": 0.003186220637871884, "loss_cls": 0.03149053081870079, "loss_rpn_cls": 0.0006033434541450333, "loss_rpn_loc": 0.0005416936646724935, "lr": 0.0005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5183775080367923, "total_loss": 0.03688792027310228}
{"data_time": 0.0034718504175543785, "eta_seconds": 1067.4960964126512, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1182983682983683, "fast_rcnn/fg_cls_accuracy": 0.8714568226763348, "iteration": 37939, "loss_box_reg": 0.0035928117140429094, "loss_cls": 0.032489190343767405, "loss_rpn_cls": 0.0007624552636684712, "loss_rpn_loc": 0.0006610339205508353, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5283420726191252, "total_loss": 0.03831328980777471}
{"data_time": 0.0035572098568081856, "eta_seconds": 1057.0121542275883, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.07280701754385965, "fast_rcnn/fg_cls_accuracy": 0.9271929824561403, "iteration": 37959, "loss_box_reg": 0.003152142890030518, "loss_cls": 0.030313267576275393, "loss_rpn_cls": 0.0004225688292081031, "loss_rpn_loc": 0.0005010230088373646, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146586643531919, "total_loss": 0.03481668897447321}
{"data_time": 0.003624117001891136, "eta_seconds": 1046.6267558706459, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.9396396396396396, "iteration": 37979, "loss_box_reg": 0.0032879861537367105, "loss_cls": 0.031170219532214105, "loss_rpn_cls": 0.00043411185123432006, "loss_rpn_loc": 0.0006059238121451926, "lr": 0.0005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5184358435217291, "total_loss": 0.03733840172026248}
{"data_time": 0.003427645657211542, "eta_seconds": 1036.2965804063715, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10748106060606061, "fast_rcnn/fg_cls_accuracy": 0.8925189393939394, "iteration": 37999, "loss_box_reg": 0.0034195591069874354, "loss_cls": 0.031137284633587115, "loss_rpn_cls": 0.0005957491557637695, "loss_rpn_loc": 0.0005736505445383955, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512336773565039, "total_loss": 0.03556595919388883}
{"data_time": 0.0035301249008625746, "eta_seconds": 1025.9117285402026, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08461538461538462, "fast_rcnn/fg_cls_accuracy": 0.9153846153846155, "iteration": 38019, "loss_box_reg": 0.003350890037836507, "loss_cls": 0.031153131363680586, "loss_rpn_cls": 0.0005752790666520013, "loss_rpn_loc": 0.000580286189688195, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5172151564620435, "total_loss": 0.0361102206918531}
{"data_time": 0.0034658669028431177, "eta_seconds": 1015.554214874981, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07126524390243902, "fast_rcnn/fg_cls_accuracy": 0.928734756097561, "iteration": 38039, "loss_box_reg": 0.0034572357981232926, "loss_cls": 0.02867387715377845, "loss_rpn_cls": 0.0005629441265853075, "loss_rpn_loc": 0.0005274781469779555, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5138605011161417, "total_loss": 0.03557687808711307}
{"data_time": 0.0035118621308356524, "eta_seconds": 1005.2232196745463, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08831168831168831, "fast_rcnn/fg_cls_accuracy": 0.9116883116883117, "iteration": 38059, "loss_box_reg": 0.0033829370513558388, "loss_cls": 0.0311651271476876, "loss_rpn_cls": 0.00042040715101165915, "loss_rpn_loc": 0.0005535725886147702, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5250576741527766, "total_loss": 0.03637573696431673}
{"data_time": 0.003737379563972354, "eta_seconds": 995.0442512715235, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10359408033826639, "fast_rcnn/fg_cls_accuracy": 0.8964059196617336, "iteration": 38079, "loss_box_reg": 0.003705590032041073, "loss_cls": 0.030714013817487285, "loss_rpn_cls": 0.0007405195632372852, "loss_rpn_loc": 0.0005855317858731723, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5240566378924996, "total_loss": 0.03631452463127971}
{"data_time": 0.003594242502003908, "eta_seconds": 984.8122879597358, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1819121447028424, "fast_rcnn/fg_cls_accuracy": 0.8180878552971576, "iteration": 38099, "loss_box_reg": 0.003727056144271046, "loss_cls": 0.030964241334004328, "loss_rpn_cls": 0.0005819535048203761, "loss_rpn_loc": 0.0005886067910978454, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5220706551335752, "total_loss": 0.03676301258724379}
{"data_time": 0.003471656469628215, "eta_seconds": 974.4512959769927, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.11481481481481481, "fast_rcnn/fg_cls_accuracy": 0.8518518518518519, "iteration": 38119, "loss_box_reg": 0.0034847068818635307, "loss_cls": 0.02818246860988438, "loss_rpn_cls": 0.000388064509763808, "loss_rpn_loc": 0.0005899721127207158, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163137749768794, "total_loss": 0.03372233335005603}
{"data_time": 0.003512351540848613, "eta_seconds": 964.4080395582132, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12701612903225806, "fast_rcnn/fg_cls_accuracy": 0.844574780058651, "iteration": 38139, "loss_box_reg": 0.0033513797316118143, "loss_cls": 0.02847562139504589, "loss_rpn_cls": 0.0005223365816391379, "loss_rpn_loc": 0.0006152916848805035, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5247030579484999, "total_loss": 0.03296593582859941}
{"data_time": 0.0035421501379460096, "eta_seconds": 953.7293120115064, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08709273182957393, "fast_rcnn/fg_cls_accuracy": 0.9092442645074224, "iteration": 38159, "loss_box_reg": 0.0035229985369369388, "loss_cls": 0.03238579857861623, "loss_rpn_cls": 0.0006361746482070885, "loss_rpn_loc": 0.0005887962297492777, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168580547906458, "total_loss": 0.038256785632796664}
{"data_time": 0.0036684884689748287, "eta_seconds": 943.5224049368408, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11673414304993252, "fast_rcnn/fg_cls_accuracy": 0.8832658569500675, "iteration": 38179, "loss_box_reg": 0.003260961646446958, "loss_cls": 0.028513665805803612, "loss_rpn_cls": 0.0005604636168925481, "loss_rpn_loc": 0.0006323016586975427, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5278019194956869, "total_loss": 0.03318539244739327}
{"data_time": 0.0032003794331103563, "eta_seconds": 933.304225261556, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.03851851851851852, "fast_rcnn/fg_cls_accuracy": 0.9614814814814814, "iteration": 38199, "loss_box_reg": 0.003380427209776826, "loss_cls": 0.030678353825351223, "loss_rpn_cls": 0.0005285966017254395, "loss_rpn_loc": 0.000608012549491832, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5290090972557664, "total_loss": 0.03533365545627021}
{"data_time": 0.003626192919909954, "eta_seconds": 923.0335313142277, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07870370370370369, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 38219, "loss_box_reg": 0.003925923272618093, "loss_cls": 0.030709716316778213, "loss_rpn_cls": 0.000921557214837776, "loss_rpn_loc": 0.0006822305449531996, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522265380481258, "total_loss": 0.03624982368910423}
{"data_time": 0.0034175494220107794, "eta_seconds": 912.6681912657805, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.05119047619047619, "fast_rcnn/fg_cls_accuracy": 0.9056910569105692, "iteration": 38239, "loss_box_reg": 0.0031514010042883456, "loss_cls": 0.029086676076985896, "loss_rpn_cls": 0.0005299071544868639, "loss_rpn_loc": 0.0005288053434924223, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5096028945408762, "total_loss": 0.034475090469612724}
{"data_time": 0.0034444050397723913, "eta_seconds": 902.5103191938251, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.06573275862068965, "fast_rcnn/fg_cls_accuracy": 0.9342672413793103, "iteration": 38259, "loss_box_reg": 0.0032175371306948364, "loss_cls": 0.029333337384741753, "loss_rpn_cls": 0.0007536702062225231, "loss_rpn_loc": 0.0005991846865072148, "lr": 0.0005, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5298090225551277, "total_loss": 0.03368541054419438}
{"data_time": 0.00391841703094542, "eta_seconds": 893.0256538605317, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.08712121212121213, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 38279, "loss_box_reg": 0.0035081230016658083, "loss_cls": 0.028648122068261728, "loss_rpn_cls": 0.0005874268995285092, "loss_rpn_loc": 0.0006049278472346487, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5296645346097648, "total_loss": 0.033766735859501296}
{"data_time": 0.003338104346767068, "eta_seconds": 881.5721711204387, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 38299, "loss_box_reg": 0.0033964166505029425, "loss_cls": 0.0292632064956706, "loss_rpn_cls": 0.00045554846678896865, "loss_rpn_loc": 0.0005337026186680305, "lr": 0.0005, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.513745540054515, "total_loss": 0.03469250772673149}
{"data_time": 0.0036774754989892244, "eta_seconds": 871.4071490895003, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18068181818181817, "fast_rcnn/fg_cls_accuracy": 0.8193181818181818, "iteration": 38319, "loss_box_reg": 0.0033919186971616, "loss_cls": 0.030855173827148974, "loss_rpn_cls": 0.00036253609846426116, "loss_rpn_loc": 0.0005162181205378147, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5242536484729499, "total_loss": 0.03593355486120231}
{"data_time": 0.0033929836936295033, "eta_seconds": 861.9998533993494, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.07248157248157248, "fast_rcnn/fg_cls_accuracy": 0.926097972972973, "iteration": 38339, "loss_box_reg": 0.0032993913555401377, "loss_cls": 0.03005376723012887, "loss_rpn_cls": 0.0006038414757654209, "loss_rpn_loc": 0.0004880720434812247, "lr": 0.0005, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.517517980420962, "total_loss": 0.03548596643503288}
{"data_time": 0.003847758751362562, "eta_seconds": 851.5137117868289, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.08148148148148149, "fast_rcnn/fg_cls_accuracy": 0.8534382284382285, "iteration": 38359, "loss_box_reg": 0.003625216137152165, "loss_cls": 0.03286091715563089, "loss_rpn_cls": 0.0003692516515911848, "loss_rpn_loc": 0.0006125794370746007, "lr": 0.0005, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5253209639340639, "total_loss": 0.03754478106469605}
{"data_time": 0.0036190093960613012, "eta_seconds": 841.1357262684032, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.7307692307692307, "iteration": 38379, "loss_box_reg": 0.0032031729133450426, "loss_cls": 0.029187596548581496, "loss_rpn_cls": 0.0006028611802548767, "loss_rpn_loc": 0.0005097976718388963, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5266537766437978, "total_loss": 0.03609773172752284}
{"data_time": 0.0037430175580084324, "eta_seconds": 830.9788492934313, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.0718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9281045751633987, "iteration": 38399, "loss_box_reg": 0.0036081333237234503, "loss_cls": 0.0325659298687242, "loss_rpn_cls": 0.000846757127874298, "loss_rpn_loc": 0.0006288239510467974, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144342135172337, "total_loss": 0.03879845458311593}
{"data_time": 0.0035260964650660753, "eta_seconds": 821.3929564591963, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09347826086956522, "fast_rcnn/fg_cls_accuracy": 0.8890243902439025, "iteration": 38419, "loss_box_reg": 0.0033617120861890726, "loss_cls": 0.03066012659110129, "loss_rpn_cls": 0.0004768761614855066, "loss_rpn_loc": 0.0006097111299823155, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5285340638365597, "total_loss": 0.03619688855197012}
{"data_time": 0.0034719237592071295, "eta_seconds": 811.2072772248648, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1025974025974026, "fast_rcnn/fg_cls_accuracy": 0.8746753246753247, "iteration": 38439, "loss_box_reg": 0.003402049173018895, "loss_cls": 0.029369745403528214, "loss_rpn_cls": 0.0006818465988658318, "loss_rpn_loc": 0.0005331294987627189, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5172855409327894, "total_loss": 0.03489086147180842}
{"data_time": 0.0036385213024914265, "eta_seconds": 800.1924609383568, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.03128054740957967, "fast_rcnn/fg_cls_accuracy": 0.9687194525904204, "iteration": 38459, "loss_box_reg": 0.003392228143638931, "loss_cls": 0.029992913274327293, "loss_rpn_cls": 0.0005093707557648486, "loss_rpn_loc": 0.0006048011073289672, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5067278670612723, "total_loss": 0.035975921851843395}
{"data_time": 0.0035886752884835005, "eta_seconds": 789.4558586978819, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06256109481915934, "fast_rcnn/fg_cls_accuracy": 0.9374389051808407, "iteration": 38479, "loss_box_reg": 0.003951461563701741, "loss_cls": 0.029226128797745332, "loss_rpn_cls": 0.0004256824443586993, "loss_rpn_loc": 0.0005872902984265238, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138076138682663, "total_loss": 0.03488877520362621}
{"data_time": 0.0039114803075790405, "eta_seconds": 778.9655508443248, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9118217054263565, "iteration": 38499, "loss_box_reg": 0.0033839658717624843, "loss_cls": 0.028675600478891283, "loss_rpn_cls": 0.0004182446808727036, "loss_rpn_loc": 0.000611601519267424, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5185396994929761, "total_loss": 0.0351150721702993}
{"data_time": 0.003522927640005946, "eta_seconds": 767.8463184121065, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13858695652173914, "fast_rcnn/fg_cls_accuracy": 0.8157894736842105, "iteration": 38519, "loss_box_reg": 0.0034704509453149512, "loss_cls": 0.031946543167578056, "loss_rpn_cls": 0.0006241965976414576, "loss_rpn_loc": 0.0005142218396940734, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5137636077124625, "total_loss": 0.03762359837071472}
{"data_time": 0.0033520141150802374, "eta_seconds": 757.586500959238, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8585526315789473, "iteration": 38539, "loss_box_reg": 0.0038091893802629784, "loss_cls": 0.030288716341601685, "loss_rpn_cls": 0.0005627866069062293, "loss_rpn_loc": 0.0006022098368703155, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5145895930472761, "total_loss": 0.035884252067603484}
{"data_time": 0.003413550090044737, "eta_seconds": 747.5020048150327, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.21428571428571427, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 38559, "loss_box_reg": 0.003587880106351804, "loss_cls": 0.03234154501114972, "loss_rpn_cls": 0.0005990527241692689, "loss_rpn_loc": 0.0005401313392212614, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5165102852042764, "total_loss": 0.03854164652983627}
{"data_time": 0.0033053976949304342, "eta_seconds": 737.5521204534452, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.050793650793650794, "fast_rcnn/fg_cls_accuracy": 0.9492063492063492, "iteration": 38579, "loss_box_reg": 0.003332826483529061, "loss_cls": 0.02709320143912919, "loss_rpn_cls": 0.0007096269837916225, "loss_rpn_loc": 0.0005665409989887848, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327384534757584, "total_loss": 0.03236962636526641}
{"data_time": 0.003485805122181773, "eta_seconds": 727.1713728045579, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 38599, "loss_box_reg": 0.0034603439416969195, "loss_cls": 0.0316322389699053, "loss_rpn_cls": 0.0005087666123131385, "loss_rpn_loc": 0.0005111835234856699, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212258023675531, "total_loss": 0.036602730069688505}
{"data_time": 0.0033174012787640095, "eta_seconds": 716.5999000472948, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07019704433497537, "fast_rcnn/fg_cls_accuracy": 0.9298029556650247, "iteration": 38619, "loss_box_reg": 0.0032330262765754014, "loss_cls": 0.027814974688226357, "loss_rpn_cls": 0.0005061210719645715, "loss_rpn_loc": 0.0005290417075229925, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5106678120791912, "total_loss": 0.03351055709083539}
{"data_time": 0.00351407821290195, "eta_seconds": 706.5292677441612, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0375, "fast_rcnn/fg_cls_accuracy": 0.9625, "iteration": 38639, "loss_box_reg": 0.003588750543713104, "loss_cls": 0.02850653021596372, "loss_rpn_cls": 0.0004410205360159125, "loss_rpn_loc": 0.0006429674203900504, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5234153543133289, "total_loss": 0.033713118183584356}
{"data_time": 0.003615406109020114, "eta_seconds": 696.3387995576486, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 38659, "loss_box_reg": 0.00339070733753033, "loss_cls": 0.03156312138889916, "loss_rpn_cls": 0.000558352734572054, "loss_rpn_loc": 0.0005284180315356934, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5247672169934958, "total_loss": 0.03684869742562569}
{"data_time": 0.0036065822932869196, "eta_seconds": 686.2190871583298, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09937137330754352, "fast_rcnn/fg_cls_accuracy": 0.9006286266924565, "iteration": 38679, "loss_box_reg": 0.003424327733227983, "loss_cls": 0.03007197135593742, "loss_rpn_cls": 0.000539290022629757, "loss_rpn_loc": 0.0006293765754890046, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5271556621883065, "total_loss": 0.03485962496694128}
{"data_time": 0.0035626671742647886, "eta_seconds": 675.8296990105882, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.044763513513513514, "fast_rcnn/fg_cls_accuracy": 0.9552364864864865, "iteration": 38699, "loss_box_reg": 0.00338369065138977, "loss_cls": 0.028213536454131827, "loss_rpn_cls": 0.00034183171504764687, "loss_rpn_loc": 0.0006130924302851781, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5150912085082382, "total_loss": 0.03273181878540754}
{"data_time": 0.0034354955423623323, "eta_seconds": 665.3774310301524, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14644607843137256, "fast_rcnn/fg_cls_accuracy": 0.8535539215686274, "iteration": 38719, "loss_box_reg": 0.0033869173857965507, "loss_cls": 0.028440827096346766, "loss_rpn_cls": 0.0007080141344886215, "loss_rpn_loc": 0.000693559379215003, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5188200722914189, "total_loss": 0.032901357493642536}
{"data_time": 0.003435085527598858, "eta_seconds": 655.0509227151051, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08054054054054055, "fast_rcnn/fg_cls_accuracy": 0.8748936170212767, "iteration": 38739, "loss_box_reg": 0.0032923436374403536, "loss_cls": 0.027785504411440343, "loss_rpn_cls": 0.0005693774510859839, "loss_rpn_loc": 0.0006008723166814889, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5271453191526234, "total_loss": 0.032254962005367815}
{"data_time": 0.0036971019580960274, "eta_seconds": 644.6006181954872, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.10243055555555555, "fast_rcnn/fg_cls_accuracy": 0.8975694444444444, "iteration": 38759, "loss_box_reg": 0.0031800110591575503, "loss_cls": 0.029687422385904938, "loss_rpn_cls": 0.0004712149655574649, "loss_rpn_loc": 0.0006296790961641818, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5118841140065342, "total_loss": 0.03478406651902333}
{"data_time": 0.003439316526055336, "eta_seconds": 634.5189529093914, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.06350806451612903, "fast_rcnn/fg_cls_accuracy": 0.936491935483871, "iteration": 38779, "loss_box_reg": 0.0035269589207018726, "loss_cls": 0.02928125494509004, "loss_rpn_cls": 0.00036066160396330815, "loss_rpn_loc": 0.0007313954110941268, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5199540879111737, "total_loss": 0.035238077835629156}
{"data_time": 0.0036209288518875837, "eta_seconds": 624.271462994162, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08459595959595959, "fast_rcnn/fg_cls_accuracy": 0.9154040404040404, "iteration": 38799, "loss_box_reg": 0.003144806469208561, "loss_cls": 0.031928116048220545, "loss_rpn_cls": 0.0008060485149599117, "loss_rpn_loc": 0.0005549202924157726, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5195186291821301, "total_loss": 0.036247299264573485}
{"data_time": 0.0038028075359761715, "eta_seconds": 613.4669817911927, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08957219251336898, "fast_rcnn/fg_cls_accuracy": 0.898989898989899, "iteration": 38819, "loss_box_reg": 0.0032778506574686617, "loss_cls": 0.03154788428219035, "loss_rpn_cls": 0.0005363066708241604, "loss_rpn_loc": 0.0005603088557109004, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168431906495243, "total_loss": 0.03651916036130842}
{"data_time": 0.0035319901071488857, "eta_seconds": 603.0780405246187, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.05182724252491694, "fast_rcnn/fg_cls_accuracy": 0.9481727574750831, "iteration": 38839, "loss_box_reg": 0.0035245168328401633, "loss_cls": 0.028942734526935965, "loss_rpn_cls": 0.0004228848459888468, "loss_rpn_loc": 0.0005669014717568643, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5157229665201157, "total_loss": 0.03488354070822197}
{"data_time": 0.003522496670484543, "eta_seconds": 592.5913189311977, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04173913043478261, "fast_rcnn/fg_cls_accuracy": 0.9582608695652174, "iteration": 38859, "loss_box_reg": 0.0032722183386795223, "loss_cls": 0.029103139153448865, "loss_rpn_cls": 0.00022669335868386042, "loss_rpn_loc": 0.0005603032313956646, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5148880009073764, "total_loss": 0.03345322879016521}
{"data_time": 0.0034871550742536783, "eta_seconds": 582.6880183317699, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10721062618595825, "fast_rcnn/fg_cls_accuracy": 0.857843137254902, "iteration": 38879, "loss_box_reg": 0.003448419643973466, "loss_cls": 0.028007349756080657, "loss_rpn_cls": 0.0005010402711036477, "loss_rpn_loc": 0.0005416543135652319, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5254674854222685, "total_loss": 0.0332122215818913}
{"data_time": 0.0034427412319928408, "eta_seconds": 572.269293874735, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.084984984984985, "fast_rcnn/fg_cls_accuracy": 0.915015015015015, "iteration": 38899, "loss_box_reg": 0.0033405370777472854, "loss_cls": 0.03017781165544875, "loss_rpn_cls": 0.00046736813412451284, "loss_rpn_loc": 0.0005435179637061083, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5201261027250439, "total_loss": 0.03615823429589682}
{"data_time": 0.003483203472569585, "eta_seconds": 562.0244220292661, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.05263157894736842, "fast_rcnn/fg_cls_accuracy": 0.93140589569161, "iteration": 38919, "loss_box_reg": 0.003306372949737124, "loss_cls": 0.02924485574476421, "loss_rpn_cls": 0.00044230836329006706, "loss_rpn_loc": 0.0005406266418503947, "lr": 0.0005, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5241176204290241, "total_loss": 0.034244376144712874}
{"data_time": 0.0037258381489664316, "eta_seconds": 551.5713277140167, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12905405405405407, "fast_rcnn/fg_cls_accuracy": 0.8292553191489361, "iteration": 38939, "loss_box_reg": 0.0032876632612897083, "loss_cls": 0.028287181892665103, "loss_rpn_cls": 0.000929284100550376, "loss_rpn_loc": 0.0005738304280384909, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5181037080474198, "total_loss": 0.03361439939271804}
{"data_time": 0.0034697006922215223, "eta_seconds": 541.0829563338775, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06674082313681869, "fast_rcnn/fg_cls_accuracy": 0.9332591768631813, "iteration": 38959, "loss_box_reg": 0.00340774682990741, "loss_cls": 0.02907277928898111, "loss_rpn_cls": 0.0007520951526203135, "loss_rpn_loc": 0.0006578322891073185, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144348442554474, "total_loss": 0.03498613045536558}
{"data_time": 0.0033420838881284, "eta_seconds": 530.829727004515, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08193979933110368, "fast_rcnn/fg_cls_accuracy": 0.9038461538461539, "iteration": 38979, "loss_box_reg": 0.003377671106136404, "loss_cls": 0.030646243132650852, "loss_rpn_cls": 0.0006764388126612175, "loss_rpn_loc": 0.0006091051454859553, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5267554346937686, "total_loss": 0.03724765475453751}
{"data_time": 0.0035236505791544914, "eta_seconds": 520.5583170522004, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08533653846153846, "fast_rcnn/fg_cls_accuracy": 0.90625, "iteration": 38999, "loss_box_reg": 0.0031376979604829103, "loss_cls": 0.029640377091709524, "loss_rpn_cls": 0.0007778739384320943, "loss_rpn_loc": 0.00047349371379823424, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214980011805892, "total_loss": 0.03506820961246149}
{"data_time": 0.003474815748631954, "eta_seconds": 510.6762764782179, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.106203007518797, "fast_rcnn/fg_cls_accuracy": 0.8301435406698565, "iteration": 39019, "loss_box_reg": 0.003543411788996309, "loss_cls": 0.029906306677730754, "loss_rpn_cls": 0.00033599374626192, "loss_rpn_loc": 0.000618974729150068, "lr": 0.0005, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5218583301175386, "total_loss": 0.03534451657287718}
{"data_time": 0.0034450434613972902, "eta_seconds": 499.9736300983932, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.03042328042328042, "fast_rcnn/fg_cls_accuracy": 0.9695767195767195, "iteration": 39039, "loss_box_reg": 0.0031312204810092226, "loss_cls": 0.029435657430440187, "loss_rpn_cls": 0.0007718817992667937, "loss_rpn_loc": 0.0005251068450888852, "lr": 0.0005, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5183448288589716, "total_loss": 0.034619415591350844}
{"data_time": 0.0036274513695389032, "eta_seconds": 489.32352019497193, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10229132569558101, "fast_rcnn/fg_cls_accuracy": 0.8647416413373861, "iteration": 39059, "loss_box_reg": 0.003577910210879054, "loss_cls": 0.030819768784567714, "loss_rpn_cls": 0.0008308240976475645, "loss_rpn_loc": 0.0005762728014815366, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5188632709905505, "total_loss": 0.03551081207524476}
{"data_time": 0.003610434476286173, "eta_seconds": 478.7909451692831, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9183333333333333, "iteration": 39079, "loss_box_reg": 0.0030654014481115155, "loss_cls": 0.02845190977677703, "loss_rpn_cls": 0.0008324057870652268, "loss_rpn_loc": 0.0005631457074741775, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5156292449682951, "total_loss": 0.033275674515437004}
{"data_time": 0.0035465662367641926, "eta_seconds": 468.47690230980515, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.06478578892371996, "fast_rcnn/fg_cls_accuracy": 0.8968531468531469, "iteration": 39099, "loss_box_reg": 0.0035048155550612137, "loss_cls": 0.030322683684062213, "loss_rpn_cls": 0.0008536233984841601, "loss_rpn_loc": 0.0005249503801678657, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5286053132731467, "total_loss": 0.03519768298474446}
{"data_time": 0.0034500150941312313, "eta_seconds": 458.1906670106109, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.07614942528735633, "fast_rcnn/fg_cls_accuracy": 0.9114631873252563, "iteration": 39119, "loss_box_reg": 0.003316919865028467, "loss_cls": 0.029675200901692733, "loss_rpn_cls": 0.0005843465585257945, "loss_rpn_loc": 0.0005745464313804405, "lr": 0.0005, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5268746535293758, "total_loss": 0.03568876964834544}
{"data_time": 0.003590812673792243, "eta_seconds": 447.67881563678384, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06274509803921569, "fast_rcnn/fg_cls_accuracy": 0.9372549019607843, "iteration": 39139, "loss_box_reg": 0.0032218911219388247, "loss_cls": 0.029800177173456177, "loss_rpn_cls": 0.0006423934068493509, "loss_rpn_loc": 0.0004233299687257386, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5164957193192095, "total_loss": 0.034539641275785016}
{"data_time": 0.003602086566388607, "eta_seconds": 437.3874585197773, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17902930402930403, "fast_rcnn/fg_cls_accuracy": 0.8209706959706959, "iteration": 39159, "loss_box_reg": 0.0035610799022833817, "loss_cls": 0.03020005312282592, "loss_rpn_cls": 0.0004813357328572465, "loss_rpn_loc": 0.0005775277477368945, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5227825150359422, "total_loss": 0.035296477521114866}
{"data_time": 0.0035918366629630327, "eta_seconds": 426.8474102553446, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14839181286549707, "fast_rcnn/fg_cls_accuracy": 0.8359462486002239, "iteration": 39179, "loss_box_reg": 0.003295961483672727, "loss_cls": 0.03135605700663291, "loss_rpn_cls": 0.0008823162602027423, "loss_rpn_loc": 0.000598376190282579, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5085571561940014, "total_loss": 0.03482555185178171}
{"data_time": 0.003376044798642397, "eta_seconds": 416.40776013094, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.06797235023041474, "fast_rcnn/fg_cls_accuracy": 0.9269256089532587, "iteration": 39199, "loss_box_reg": 0.0035257672279840335, "loss_cls": 0.032037143741035834, "loss_rpn_cls": 0.000598936262775851, "loss_rpn_loc": 0.0005481048146975809, "lr": 0.0005, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285864749457687, "total_loss": 0.037868595659858784}
{"data_time": 0.0034214819315820932, "eta_seconds": 405.9753304370679, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10505319148936171, "fast_rcnn/fg_cls_accuracy": 0.8949468085106382, "iteration": 39219, "loss_box_reg": 0.003334144021209795, "loss_cls": 0.03246147505706176, "loss_rpn_cls": 0.0010724825139050154, "loss_rpn_loc": 0.0006250571932469029, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.523115526419133, "total_loss": 0.03799686990828377}
{"data_time": 0.0035227781627327204, "eta_seconds": 395.7228468314279, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.07307439104674127, "fast_rcnn/fg_cls_accuracy": 0.9269256089532587, "iteration": 39239, "loss_box_reg": 0.0038773687119828537, "loss_cls": 0.028177752072224393, "loss_rpn_cls": 0.0006154632067136845, "loss_rpn_loc": 0.000562489921321685, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5245783834252506, "total_loss": 0.03469813107852815}
{"data_time": 0.0033552793320268393, "eta_seconds": 385.21616761176847, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.07518796992481203, "fast_rcnn/fg_cls_accuracy": 0.924812030075188, "iteration": 39259, "loss_box_reg": 0.003259669552790001, "loss_cls": 0.030050408648094162, "loss_rpn_cls": 0.0006834515082516646, "loss_rpn_loc": 0.0006097935411162325, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.518989588599652, "total_loss": 0.03581760779081833}
{"data_time": 0.0037742024287581444, "eta_seconds": 374.63440646533854, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12539184952978055, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 39279, "loss_box_reg": 0.003654712942079641, "loss_cls": 0.030105353274848312, "loss_rpn_cls": 0.0005851911513445884, "loss_rpn_loc": 0.0006342613355627691, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5146214016713202, "total_loss": 0.03509682618505394}
{"data_time": 0.0036248534452170134, "eta_seconds": 364.42177259898745, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.06607142857142857, "fast_rcnn/fg_cls_accuracy": 0.9214285714285715, "iteration": 39299, "loss_box_reg": 0.003193022930645384, "loss_cls": 0.028531678370200098, "loss_rpn_cls": 0.0008755545035796786, "loss_rpn_loc": 0.0005758962856816652, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5229893035721034, "total_loss": 0.0344118401533251}
{"data_time": 0.0035612790379673243, "eta_seconds": 353.9938540686853, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.02844551282051282, "fast_rcnn/fg_cls_accuracy": 0.9715544871794872, "iteration": 39319, "loss_box_reg": 0.0033859344985103235, "loss_cls": 0.0316123211523518, "loss_rpn_cls": 0.00035213049022786436, "loss_rpn_loc": 0.0006166495395518723, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.519008387811482, "total_loss": 0.035771309306227295}
{"data_time": 0.0035287844948470592, "eta_seconds": 343.5975587950088, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07059800664451826, "fast_rcnn/fg_cls_accuracy": 0.9294019933554818, "iteration": 39339, "loss_box_reg": 0.0034187205747002736, "loss_cls": 0.029663915367564186, "loss_rpn_cls": 0.0005048664344826648, "loss_rpn_loc": 0.0006241175533432397, "lr": 0.0005, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5202187381219119, "total_loss": 0.03459048041054302}
{"data_time": 0.003448881907388568, "eta_seconds": 333.0660950683523, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08359133126934984, "fast_rcnn/fg_cls_accuracy": 0.9164086687306501, "iteration": 39359, "loss_box_reg": 0.003291136905318126, "loss_cls": 0.030921079247491434, "loss_rpn_cls": 0.0004502231934111478, "loss_rpn_loc": 0.0004840828787564533, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5187359822448343, "total_loss": 0.036125742369790714}
{"data_time": 0.0037276828661561012, "eta_seconds": 322.5865856814198, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.075046904315197, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 39379, "loss_box_reg": 0.0031660358799854293, "loss_cls": 0.030443373456364498, "loss_rpn_cls": 0.00032644425186845183, "loss_rpn_loc": 0.000577785025598132, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.509513858705759, "total_loss": 0.03534924309388998}
{"data_time": 0.003530431305989623, "eta_seconds": 312.20918675139546, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1206992230854606, "fast_rcnn/fg_cls_accuracy": 0.8793007769145393, "iteration": 39399, "loss_box_reg": 0.003166027760016732, "loss_cls": 0.031163283245405182, "loss_rpn_cls": 0.00048693748408368265, "loss_rpn_loc": 0.0005298413225318654, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522499238839373, "total_loss": 0.03586632814784707}
{"data_time": 0.0034687255974859, "eta_seconds": 301.69664068729617, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13344988344988346, "fast_rcnn/fg_cls_accuracy": 0.8665501165501166, "iteration": 39419, "loss_box_reg": 0.003320714342407882, "loss_cls": 0.031456004828214645, "loss_rpn_cls": 0.0005700953643099638, "loss_rpn_loc": 0.0007816934594302438, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5184679084923118, "total_loss": 0.03648765511951524}
{"data_time": 0.003819792065769434, "eta_seconds": 291.2186280763708, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06559139784946236, "fast_rcnn/fg_cls_accuracy": 0.9111111111111111, "iteration": 39439, "loss_box_reg": 0.003169528645230457, "loss_cls": 0.032137164584128186, "loss_rpn_cls": 0.000701910005091122, "loss_rpn_loc": 0.0005607326775134425, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5161305528599769, "total_loss": 0.03634269209851482}
{"data_time": 0.0033945480827242136, "eta_seconds": 280.87372363358736, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12817362817362818, "fast_rcnn/fg_cls_accuracy": 0.8718263718263719, "iteration": 39459, "loss_box_reg": 0.003398048327653669, "loss_cls": 0.028499442123575136, "loss_rpn_cls": 0.0003139698267204949, "loss_rpn_loc": 0.0005813664001834695, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5140383497346193, "total_loss": 0.03406695677085736}
{"data_time": 0.0038134604692459106, "eta_seconds": 270.5561706270091, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.06493078444297956, "fast_rcnn/fg_cls_accuracy": 0.9291564291564292, "iteration": 39479, "loss_box_reg": 0.0033378794614691287, "loss_cls": 0.02774520721868612, "loss_rpn_cls": 0.0005317474876846973, "loss_rpn_loc": 0.0005223536281846464, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203552793245763, "total_loss": 0.03272471738029026}
{"data_time": 0.0035043221432715654, "eta_seconds": 260.10672003775835, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8444444444444444, "iteration": 39499, "loss_box_reg": 0.003558574964699801, "loss_cls": 0.03218259758432396, "loss_rpn_cls": 0.0005252547133522967, "loss_rpn_loc": 0.0006064684630473494, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5099775772541761, "total_loss": 0.03752073867826766}
{"data_time": 0.0035979317035526037, "eta_seconds": 249.84435232076794, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16108071135430915, "fast_rcnn/fg_cls_accuracy": 0.8389192886456909, "iteration": 39519, "loss_box_reg": 0.0032238667554338463, "loss_cls": 0.03178731759544462, "loss_rpn_cls": 0.000753155648453685, "loss_rpn_loc": 0.00053913129522698, "lr": 0.0005, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5256201575975865, "total_loss": 0.035705560917449475}
{"data_time": 0.0036088107153773308, "eta_seconds": 239.45581376273185, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11946386946386946, "fast_rcnn/fg_cls_accuracy": 0.8805361305361306, "iteration": 39539, "loss_box_reg": 0.0032907432832871564, "loss_cls": 0.029274615633767098, "loss_rpn_cls": 0.0006850888264580135, "loss_rpn_loc": 0.0006480346951320826, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5181696969084442, "total_loss": 0.03486343758879684}
{"data_time": 0.003464276436716318, "eta_seconds": 229.04503559530713, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06691176470588235, "fast_rcnn/fg_cls_accuracy": 0.9330882352941177, "iteration": 39559, "loss_box_reg": 0.0034214409315609373, "loss_cls": 0.0312511507072486, "loss_rpn_cls": 0.0005343761083622667, "loss_rpn_loc": 0.0005916442478337558, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5140958433039486, "total_loss": 0.037646585269499155}
{"data_time": 0.0035185273736715317, "eta_seconds": 218.57271284610033, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09322493224932249, "fast_rcnn/fg_cls_accuracy": 0.9067750677506775, "iteration": 39579, "loss_box_reg": 0.0033107606432167813, "loss_cls": 0.032435144268674776, "loss_rpn_cls": 0.0008022208626812244, "loss_rpn_loc": 0.0007118802159311599, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.514402236789465, "total_loss": 0.03709788747573839}
{"data_time": 0.0032486612908542156, "eta_seconds": 208.19041162985377, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08703703703703704, "fast_rcnn/fg_cls_accuracy": 0.8538461538461539, "iteration": 39599, "loss_box_reg": 0.003401653841137886, "loss_cls": 0.02949958949466236, "loss_rpn_cls": 0.00045418124039997565, "loss_rpn_loc": 0.0006387715075106826, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5210257438011467, "total_loss": 0.035168464456546644}
{"data_time": 0.003564411774277687, "eta_seconds": 197.87223324389197, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.07390202702702703, "fast_rcnn/fg_cls_accuracy": 0.8968253968253967, "iteration": 39619, "loss_box_reg": 0.003368854057043791, "loss_cls": 0.03106942749582231, "loss_rpn_cls": 0.0007065756011002122, "loss_rpn_loc": 0.0005595719048869796, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267120792996138, "total_loss": 0.03568085149646549}
{"data_time": 0.003399623790755868, "eta_seconds": 187.4232882752549, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14351851851851852, "fast_rcnn/fg_cls_accuracy": 0.8564814814814815, "iteration": 39639, "loss_box_reg": 0.0032093073532450944, "loss_cls": 0.0293930443294812, "loss_rpn_cls": 0.00032549177069540747, "loss_rpn_loc": 0.0006126426542323316, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5006019966676831, "total_loss": 0.03414894747311337}
{"data_time": 0.0033868798054754734, "eta_seconds": 177.05798361497, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09047619047619047, "fast_rcnn/fg_cls_accuracy": 0.9095238095238095, "iteration": 39659, "loss_box_reg": 0.003472001713817008, "loss_cls": 0.03218407038366422, "loss_rpn_cls": 0.0006878433891301938, "loss_rpn_loc": 0.0005903196552026202, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5285895154811442, "total_loss": 0.03700601655043556}
{"data_time": 0.0034705244470387697, "eta_seconds": 166.63311873888597, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10044929396662387, "fast_rcnn/fg_cls_accuracy": 0.8995507060333761, "iteration": 39679, "loss_box_reg": 0.003259570585214533, "loss_cls": 0.02986679261084646, "loss_rpn_cls": 0.0004333185160589892, "loss_rpn_loc": 0.000592213651543716, "lr": 0.0005, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5158655061386526, "total_loss": 0.03457271372928972}
{"data_time": 0.003325995523482561, "eta_seconds": 156.3242577596102, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.10235191637630661, "fast_rcnn/fg_cls_accuracy": 0.873015873015873, "iteration": 39699, "loss_box_reg": 0.003442959576204885, "loss_cls": 0.026708581921411678, "loss_rpn_cls": 0.0006485842927759222, "loss_rpn_loc": 0.0006109773516982386, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5292747423518449, "total_loss": 0.0316876969524742}
{"data_time": 0.003406497882679105, "eta_seconds": 145.93726388853975, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.04210992907801418, "fast_rcnn/fg_cls_accuracy": 0.9578900709219859, "iteration": 39719, "loss_box_reg": 0.0035280396841699257, "loss_cls": 0.03013612685026601, "loss_rpn_cls": 0.0004539665573020102, "loss_rpn_loc": 0.0005363873851820244, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5198701927438378, "total_loss": 0.03527280954827461}
{"data_time": 0.0037214970216155052, "eta_seconds": 135.5502700174693, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12179487179487179, "fast_rcnn/fg_cls_accuracy": 0.8107142857142857, "iteration": 39739, "loss_box_reg": 0.0033932516744243912, "loss_cls": 0.029215858259703964, "loss_rpn_cls": 0.0005119873050887236, "loss_rpn_loc": 0.0005598360535259417, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5247261214535683, "total_loss": 0.034426020258138124}
{"data_time": 0.003677364904433489, "eta_seconds": 125.18896239693277, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.164021164021164, "fast_rcnn/fg_cls_accuracy": 0.8359788359788359, "iteration": 39759, "loss_box_reg": 0.0033190834656124935, "loss_cls": 0.029775073984637856, "loss_rpn_cls": 0.0004004795162586561, "loss_rpn_loc": 0.0005251394622973748, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5234629393089563, "total_loss": 0.035220561666406525}
{"data_time": 0.003363340860232711, "eta_seconds": 114.80092815659009, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.0989010989010989, "fast_rcnn/fg_cls_accuracy": 0.9010989010989011, "iteration": 39779, "loss_box_reg": 0.0032466608681716025, "loss_cls": 0.029671073221834376, "loss_rpn_cls": 0.0004409604116801802, "loss_rpn_loc": 0.0004979763689334504, "lr": 0.0005, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5253343721851707, "total_loss": 0.034639600635500756}
{"data_time": 0.00351097178645432, "eta_seconds": 104.42349044093862, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.06857366771159874, "fast_rcnn/fg_cls_accuracy": 0.9249767008387698, "iteration": 39799, "loss_box_reg": 0.0033013975771609694, "loss_cls": 0.030987732112407684, "loss_rpn_cls": 0.0007065071281431301, "loss_rpn_loc": 0.0006825998689237167, "lr": 0.0005, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.521006922237575, "total_loss": 0.0353191834918789}
{"data_time": 0.003356172004714608, "eta_seconds": 94.05878415727057, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.03785714285714285, "fast_rcnn/fg_cls_accuracy": 0.9621428571428572, "iteration": 39819, "loss_box_reg": 0.003160100030072499, "loss_cls": 0.03014310175785795, "loss_rpn_cls": 0.0006636337523673319, "loss_rpn_loc": 0.0005810984857816948, "lr": 0.0005, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171002571005374, "total_loss": 0.03611914148427786}
{"data_time": 0.0033365916460752487, "eta_seconds": 83.66554833878763, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1474358974358974, "fast_rcnn/fg_cls_accuracy": 0.8525641025641026, "iteration": 39839, "loss_box_reg": 0.003287991014076397, "loss_cls": 0.03269464313052595, "loss_rpn_cls": 0.0006081356542608773, "loss_rpn_loc": 0.0005483811632984725, "lr": 0.0005, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.516926143085584, "total_loss": 0.0376859699082388}
{"data_time": 0.0034110634587705135, "eta_seconds": 73.29388167941943, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.03470588235294118, "fast_rcnn/fg_cls_accuracy": 0.9652941176470589, "iteration": 39859, "loss_box_reg": 0.0031809726788196713, "loss_cls": 0.02954928469262086, "loss_rpn_cls": 0.0007475382558368437, "loss_rpn_loc": 0.0006252790376493067, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5273696864023805, "total_loss": 0.0351970036953162}
{"data_time": 0.003635510103777051, "eta_seconds": 62.85558471805416, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1810810810810811, "fast_rcnn/fg_cls_accuracy": 0.818918918918919, "iteration": 39879, "loss_box_reg": 0.003237722034100443, "loss_cls": 0.031084668764378875, "loss_rpn_cls": 0.0009727762355851155, "loss_rpn_loc": 0.0004839388975597103, "lr": 0.0005, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5130241536535323, "total_loss": 0.03703670162030903}
{"data_time": 0.0035860848147422075, "eta_seconds": 52.466231872094795, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.0874384236453202, "fast_rcnn/fg_cls_accuracy": 0.9125615763546798, "iteration": 39899, "loss_box_reg": 0.0033745752734830603, "loss_cls": 0.03019292958197184, "loss_rpn_cls": 0.0004054643711697281, "loss_rpn_loc": 0.0005716186251447652, "lr": 0.0005, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5226052284706384, "total_loss": 0.03533177000304022}
{"data_time": 0.003633225569501519, "eta_seconds": 42.0673251778353, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0947603121516165, "fast_rcnn/fg_cls_accuracy": 0.8915750915750915, "iteration": 39919, "loss_box_reg": 0.003174977406160906, "loss_cls": 0.029155388852814212, "loss_rpn_cls": 0.0003563202958503098, "loss_rpn_loc": 0.00048826967577042524, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5161548126488924, "total_loss": 0.033551483132384874}
{"data_time": 0.0038154444191604853, "eta_seconds": 31.67312903376296, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12312312312312312, "fast_rcnn/fg_cls_accuracy": 0.8768768768768769, "iteration": 39939, "loss_box_reg": 0.0035035300970776007, "loss_cls": 0.0311520911345724, "loss_rpn_cls": 0.0010770471384375924, "loss_rpn_loc": 0.0006346475802274654, "lr": 0.0005, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5183494908269495, "total_loss": 0.03704862723537872}
{"data_time": 0.0038194383960217237, "eta_seconds": 21.29136851383373, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.04290876242095754, "fast_rcnn/fg_cls_accuracy": 0.9570912375790424, "iteration": 39959, "loss_box_reg": 0.0035482595703797415, "loss_cls": 0.02720720143406652, "loss_rpn_cls": 0.000804843087394147, "loss_rpn_loc": 0.0005657902429447859, "lr": 0.0005, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5165612497366965, "total_loss": 0.03269630723809769}
{"data_time": 0.003706479910761118, "eta_seconds": 10.903614761307836, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17785527462946818, "fast_rcnn/fg_cls_accuracy": 0.8221447253705318, "iteration": 39979, "loss_box_reg": 0.003375870321178809, "loss_cls": 0.030704507720656693, "loss_rpn_cls": 0.00078139956559653, "loss_rpn_loc": 0.0005990534000375192, "lr": 0.0005, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5161449075676501, "total_loss": 0.03577393905931103}
{"bbox/AP": 32.17324648012462, "bbox/AP50": 55.46480951065685, "bbox/AP75": 33.340094991067026, "bbox/bAP": 35.96619148961664, "bbox/bAP50": 61.00878099911917, "bbox/bAP75": 37.65453026040023, "bbox/nAP": 20.794411451648525, "bbox/nAP50": 38.83289504526992, "bbox/nAP75": 20.396789183067416, "data_time": 0.0036742654629051685, "eta_seconds": 0.5192197505384684, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15740740740740738, "fast_rcnn/fg_cls_accuracy": 0.8425925925925926, "iteration": 39999, "loss_box_reg": 0.0035156669982825406, "loss_cls": 0.02911330893402919, "loss_rpn_cls": 0.0006975169779934731, "loss_rpn_loc": 0.0007089394282502326, "lr": 0.0005, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5262252246029675, "total_loss": 0.03417344778034703}