{"data_time": 0.005841623060405254, "eta_seconds": 4120.317542329431, "fast_rcnn/cls_accuracy": 0.02880859375, "fast_rcnn/false_negative": 0.04380952380952381, "fast_rcnn/fg_cls_accuracy": 0.09977502465483234, "iteration": 19, "loss_box_reg": 0.29793162643909454, "loss_cls": 1.7339035868644714, "loss_rpn_cls": 0.15178240090608597, "loss_rpn_loc": 0.0502384752035141, "lr": 1.9981e-05, "rank_data_time": 0.005841623060405254, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.41285746917128563, "total_loss": 2.3274628706276417}
{"data_time": 0.006035257130861282, "eta_seconds": 4110.9187062084675, "fast_rcnn/cls_accuracy": 0.751953125, "fast_rcnn/false_negative": 0.5848765432098766, "fast_rcnn/fg_cls_accuracy": 0.07290928419560595, "iteration": 39, "loss_box_reg": 0.2822768986225128, "loss_cls": 1.4135876893997192, "loss_rpn_cls": 0.14145726710557938, "loss_rpn_loc": 0.05945979431271553, "lr": 3.996099999999999e-05, "rank_data_time": 0.006035257130861282, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41274284198880196, "total_loss": 2.0094791632145643}
{"data_time": 0.006054129917174578, "eta_seconds": 4113.5607921518385, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.37560807168483734, "loss_cls": 0.9546280205249786, "loss_rpn_cls": 0.06753632053732872, "loss_rpn_loc": 0.06271975487470627, "lr": 5.9940999999999994e-05, "rank_data_time": 0.006054129917174578, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.415120217949152, "total_loss": 1.517096383497119}
{"data_time": 0.005832809489220381, "eta_seconds": 4115.6587736308575, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.3789495974779129, "loss_cls": 0.6041613221168518, "loss_rpn_cls": 0.07931004092097282, "loss_rpn_loc": 0.037604354321956635, "lr": 7.992100000000001e-05, "rank_data_time": 0.005832809489220381, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.41683690855279565, "total_loss": 1.1068784706294537}
{"data_time": 0.005715153180062771, "eta_seconds": 4112.803843198344, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.35331957042217255, "loss_cls": 0.3777831345796585, "loss_rpn_cls": 0.06333626434206963, "loss_rpn_loc": 0.03205182030797005, "lr": 9.9901e-05, "rank_data_time": 0.005715153180062771, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.41579685593023896, "total_loss": 0.7959025399759412}
{"data_time": 0.005847456865012646, "eta_seconds": 4109.048135671765, "fast_rcnn/cls_accuracy": 0.8515625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.4896806478500366, "loss_cls": 0.526316225528717, "loss_rpn_cls": 0.06460507959127426, "loss_rpn_loc": 0.04487378150224686, "lr": 0.00011988100000000001, "rank_data_time": 0.005847456865012646, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4186663362197578, "total_loss": 1.1624520048499107}
{"data_time": 0.005896767135709524, "eta_seconds": 4106.2817428819835, "fast_rcnn/cls_accuracy": 0.8447265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.5073888599872589, "loss_cls": 0.5236721336841583, "loss_rpn_cls": 0.0642235055565834, "loss_rpn_loc": 0.0516679510474205, "lr": 0.000139861, "rank_data_time": 0.005896767135709524, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.41864783503115177, "total_loss": 1.2665157904848456}
{"data_time": 0.006451782304793596, "eta_seconds": 4098.763406910002, "fast_rcnn/cls_accuracy": 0.80810546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.6398099362850189, "loss_cls": 0.6056032478809357, "loss_rpn_cls": 0.06477951630949974, "loss_rpn_loc": 0.050502365455031395, "lr": 0.000159841, "rank_data_time": 0.006451782304793596, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.4169660760089755, "total_loss": 1.3813957832753658}
{"data_time": 0.0062500410713255405, "eta_seconds": 4089.6233990974724, "fast_rcnn/cls_accuracy": 0.83251953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.5771164000034332, "loss_cls": 0.49040181934833527, "loss_rpn_cls": 0.05303555727005005, "loss_rpn_loc": 0.05293204076588154, "lr": 0.00017982099999999998, "rank_data_time": 0.0062500410713255405, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.415429606102407, "total_loss": 1.1666399044916034}
{"data_time": 0.0059361765161156654, "eta_seconds": 4086.2028256058693, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.4557827115058899, "loss_cls": 0.3626128137111664, "loss_rpn_cls": 0.056068358942866325, "loss_rpn_loc": 0.03108617290854454, "lr": 0.00019980100000000002, "rank_data_time": 0.0059361765161156654, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.4187716390006244, "total_loss": 0.9214842580258846}
{"data_time": 0.005884366575628519, "eta_seconds": 4078.9753767382354, "fast_rcnn/cls_accuracy": 0.82470703125, "fast_rcnn/false_negative": 0.9965034965034965, "fast_rcnn/fg_cls_accuracy": 0.0034965034965034965, "iteration": 219, "loss_box_reg": 0.6083472967147827, "loss_cls": 0.49644310772418976, "loss_rpn_cls": 0.05835932306945324, "loss_rpn_loc": 0.05249552056193352, "lr": 0.00021978099999999997, "rank_data_time": 0.005884366575628519, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.4181962995789945, "total_loss": 1.2248364482074976}
{"data_time": 0.005972394719719887, "eta_seconds": 4073.3562587201595, "fast_rcnn/cls_accuracy": 0.82373046875, "fast_rcnn/false_negative": 0.8453781512605042, "fast_rcnn/fg_cls_accuracy": 0.1546218487394958, "iteration": 239, "loss_box_reg": 0.6732008159160614, "loss_cls": 0.4618755280971527, "loss_rpn_cls": 0.04099974408745766, "loss_rpn_loc": 0.05243654362857342, "lr": 0.000239761, "rank_data_time": 0.005972394719719887, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.42046549171209335, "total_loss": 1.2611100152134895}
{"data_time": 0.005668408703058958, "eta_seconds": 4066.1306297034025, "fast_rcnn/cls_accuracy": 0.837890625, "fast_rcnn/false_negative": 0.802734375, "fast_rcnn/fg_cls_accuracy": 0.18216463414634146, "iteration": 259, "loss_box_reg": 0.6666620969772339, "loss_cls": 0.4537935256958008, "loss_rpn_cls": 0.04988380894064903, "loss_rpn_loc": 0.05065017752349377, "lr": 0.00025974099999999996, "rank_data_time": 0.005668408703058958, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41894708946347237, "total_loss": 1.2207223642617464}
{"data_time": 0.0057485830038785934, "eta_seconds": 4059.2858126387, "fast_rcnn/cls_accuracy": 0.84130859375, "fast_rcnn/false_negative": 0.7805989583333333, "fast_rcnn/fg_cls_accuracy": 0.17028985507246375, "iteration": 279, "loss_box_reg": 0.5880734622478485, "loss_cls": 0.4253010153770447, "loss_rpn_cls": 0.036823151633143425, "loss_rpn_loc": 0.043884094804525375, "lr": 0.00027972100000000003, "rank_data_time": 0.0057485830038785934, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.4210979496128857, "total_loss": 1.1642336305230856}
{"data_time": 0.00600772351026535, "eta_seconds": 4051.161413639784, "fast_rcnn/cls_accuracy": 0.85205078125, "fast_rcnn/false_negative": 0.5909941892297639, "fast_rcnn/fg_cls_accuracy": 0.2922700054436581, "iteration": 299, "loss_box_reg": 0.609591007232666, "loss_cls": 0.4368789792060852, "loss_rpn_cls": 0.05052646994590759, "loss_rpn_loc": 0.05145080015063286, "lr": 0.000299701, "rank_data_time": 0.00600772351026535, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41925154346972704, "total_loss": 1.1758617646992207}
{"data_time": 0.0056945024989545345, "eta_seconds": 4043.0093892663717, "fast_rcnn/cls_accuracy": 0.87353515625, "fast_rcnn/false_negative": 0.5449886485042735, "fast_rcnn/fg_cls_accuracy": 0.34705528846153844, "iteration": 319, "loss_box_reg": 0.550582230091095, "loss_cls": 0.38855694234371185, "loss_rpn_cls": 0.037079859524965286, "loss_rpn_loc": 0.040817925706505775, "lr": 0.00031968099999999994, "rank_data_time": 0.0056945024989545345, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4181616981513798, "total_loss": 1.0488217882812023}
{"data_time": 0.0067307413555681705, "eta_seconds": 4034.9115578457713, "fast_rcnn/cls_accuracy": 0.87548828125, "fast_rcnn/false_negative": 0.44124067673276335, "fast_rcnn/fg_cls_accuracy": 0.3763110017123288, "iteration": 339, "loss_box_reg": 0.608555793762207, "loss_cls": 0.3584073632955551, "loss_rpn_cls": 0.040654437616467476, "loss_rpn_loc": 0.05358906276524067, "lr": 0.000339661, "rank_data_time": 0.0067307413555681705, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.41802493017166853, "total_loss": 1.1012761928141117}
{"data_time": 0.006182044744491577, "eta_seconds": 4027.5091643445194, "fast_rcnn/cls_accuracy": 0.86669921875, "fast_rcnn/false_negative": 0.4028985507246377, "fast_rcnn/fg_cls_accuracy": 0.4979346264367816, "iteration": 359, "loss_box_reg": 0.5006876289844513, "loss_cls": 0.33689987659454346, "loss_rpn_cls": 0.029349835589528084, "loss_rpn_loc": 0.05093330517411232, "lr": 0.000359641, "rank_data_time": 0.006182044744491577, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41986200027167797, "total_loss": 0.9227330116555095}
{"data_time": 0.005713968072086573, "eta_seconds": 4020.3066967520863, "fast_rcnn/cls_accuracy": 0.8759765625, "fast_rcnn/false_negative": 0.47055288461538464, "fast_rcnn/fg_cls_accuracy": 0.44594594594594594, "iteration": 379, "loss_box_reg": 0.5055916905403137, "loss_cls": 0.331796258687973, "loss_rpn_cls": 0.03600604832172394, "loss_rpn_loc": 0.051985595375299454, "lr": 0.000379621, "rank_data_time": 0.005713968072086573, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.4187094671651721, "total_loss": 1.012372026219964}
{"data_time": 0.006699056830257177, "eta_seconds": 4010.872721672058, "fast_rcnn/cls_accuracy": 0.8583984375, "fast_rcnn/false_negative": 0.44673524150268334, "fast_rcnn/fg_cls_accuracy": 0.4536368134586838, "iteration": 399, "loss_box_reg": 0.5756649374961853, "loss_cls": 0.3800056278705597, "loss_rpn_cls": 0.04817000776529312, "loss_rpn_loc": 0.060829488560557365, "lr": 0.00039960099999999997, "rank_data_time": 0.006699056830257177, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.4171224948950112, "total_loss": 1.0593228498473763}
{"data_time": 0.005966457072645426, "eta_seconds": 4001.6012342832983, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 0.37017131804365844, "fast_rcnn/fg_cls_accuracy": 0.5085907335907336, "iteration": 419, "loss_box_reg": 0.4711422026157379, "loss_cls": 0.32780367136001587, "loss_rpn_cls": 0.024453013204038143, "loss_rpn_loc": 0.04033795744180679, "lr": 0.000419581, "rank_data_time": 0.005966457072645426, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.41642951499670744, "total_loss": 0.8397735906764865}
{"data_time": 0.005650951527059078, "eta_seconds": 3993.9353969320655, "fast_rcnn/cls_accuracy": 0.88330078125, "fast_rcnn/false_negative": 0.3754313319530711, "fast_rcnn/fg_cls_accuracy": 0.5264322916666666, "iteration": 439, "loss_box_reg": 0.5068302750587463, "loss_cls": 0.33836473524570465, "loss_rpn_cls": 0.03181261569261551, "loss_rpn_loc": 0.044575147330760956, "lr": 0.000439561, "rank_data_time": 0.005650951527059078, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4184729768894613, "total_loss": 0.9165082639083266}
{"data_time": 0.005640748888254166, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 0.32153424657534246, "fast_rcnn/fg_cls_accuracy": 0.535064935064935, "iteration": 447, "loss_box_reg": 0.43422621488571167, "loss_cls": 0.31070420145988464, "loss_rpn_cls": 0.025691036134958267, "loss_rpn_loc": 0.044575147330760956, "lr": 0.000447553, "rank_data_time": 0.005640748888254166, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4184729768894613, "total_loss": 0.8664129432290792}
{"eta_seconds": 3990.14650251111, "iteration": 448}
{"data_time": 0.005634665489196777, "eta_seconds": 4141.0413014143705, "fast_rcnn/cls_accuracy": 0.24951171875, "fast_rcnn/false_negative": 0.44380639868744876, "fast_rcnn/fg_cls_accuracy": 0.09393305439330543, "iteration": 19, "loss_box_reg": 0.39843350648880005, "loss_cls": 1.5475888848304749, "loss_rpn_cls": 0.11642028763890266, "loss_rpn_loc": 0.09400494024157524, "lr": 1.9981e-05, "rank_data_time": 0.005634665489196777, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.4149339981377125, "total_loss": 2.16472689807415}
{"data_time": 0.0059743281453847885, "eta_seconds": 4143.285441733897, "fast_rcnn/cls_accuracy": 0.8115234375, "fast_rcnn/false_negative": 0.9753384912959382, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.3182755559682846, "loss_cls": 1.2823720574378967, "loss_rpn_cls": 0.15064498782157898, "loss_rpn_loc": 0.06021237559616566, "lr": 3.996099999999999e-05, "rank_data_time": 0.0059743281453847885, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4174690139479935, "total_loss": 1.8360842894762754}
{"data_time": 0.006094809155911207, "eta_seconds": 4138.414476020262, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.27810531854629517, "loss_cls": 0.708480566740036, "loss_rpn_cls": 0.10471956431865692, "loss_rpn_loc": 0.04891930893063545, "lr": 5.9940999999999994e-05, "rank_data_time": 0.006094809155911207, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4170031901448965, "total_loss": 1.1222249791026115}
{"data_time": 0.005849870387464762, "eta_seconds": 4134.655397236347, "fast_rcnn/cls_accuracy": 0.83544921875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.5278797447681427, "loss_cls": 0.608453094959259, "loss_rpn_cls": 0.0983998142182827, "loss_rpn_loc": 0.07180976122617722, "lr": 7.992100000000001e-05, "rank_data_time": 0.005849870387464762, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.41742573538795114, "total_loss": 1.354515302926302}
{"data_time": 0.005859042517840862, "eta_seconds": 4127.81534017995, "fast_rcnn/cls_accuracy": 0.85888671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.46763651072978973, "loss_cls": 0.5515303313732147, "loss_rpn_cls": 0.0752243772149086, "loss_rpn_loc": 0.06463534198701382, "lr": 9.9901e-05, "rank_data_time": 0.005859042517840862, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.4178594839759171, "total_loss": 1.1804809421300888}
{"data_time": 0.005884760059416294, "eta_seconds": 4125.250000618398, "fast_rcnn/cls_accuracy": 0.84375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.5397679805755615, "loss_cls": 0.539709210395813, "loss_rpn_cls": 0.06906366348266602, "loss_rpn_loc": 0.04168266989290714, "lr": 0.00011988100000000001, "rank_data_time": 0.005884760059416294, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4249106701463461, "total_loss": 1.2184415571391582}
{"data_time": 0.00555685767903924, "eta_seconds": 4116.244477527216, "fast_rcnn/cls_accuracy": 0.80615234375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.639854907989502, "loss_cls": 0.6050586402416229, "loss_rpn_cls": 0.06310728937387466, "loss_rpn_loc": 0.05768703296780586, "lr": 0.000139861, "rank_data_time": 0.00555685767903924, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.4170352597720921, "total_loss": 1.3763724025338888}
{"data_time": 0.005982392933219671, "eta_seconds": 4111.329175718129, "fast_rcnn/cls_accuracy": 0.85693359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.4860725998878479, "loss_cls": 0.4455006569623947, "loss_rpn_cls": 0.06606090813875198, "loss_rpn_loc": 0.049618907272815704, "lr": 0.000159841, "rank_data_time": 0.005982392933219671, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.41935933474451303, "total_loss": 1.0615505538880825}
{"data_time": 0.006221338175237179, "eta_seconds": 4106.345155034214, "fast_rcnn/cls_accuracy": 0.81298828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.6372099816799164, "loss_cls": 0.5525655746459961, "loss_rpn_cls": 0.04826028645038605, "loss_rpn_loc": 0.04759657755494118, "lr": 0.00017982099999999998, "rank_data_time": 0.006221338175237179, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4209728646092117, "total_loss": 1.2984393890947104}
{"data_time": 0.005889276973903179, "eta_seconds": 4098.175733070821, "fast_rcnn/cls_accuracy": 0.82666015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.5525515973567963, "loss_cls": 0.5203681886196136, "loss_rpn_cls": 0.052015602588653564, "loss_rpn_loc": 0.04885951615869999, "lr": 0.00019980100000000002, "rank_data_time": 0.005889276973903179, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.4183895932510495, "total_loss": 1.2245258837938309}
{"data_time": 0.005879984237253666, "eta_seconds": 4091.4281690865755, "fast_rcnn/cls_accuracy": 0.8330078125, "fast_rcnn/false_negative": 0.9834784975503539, "fast_rcnn/fg_cls_accuracy": 0.01652150244964616, "iteration": 219, "loss_box_reg": 0.5749041438102722, "loss_cls": 0.4456854909658432, "loss_rpn_cls": 0.040320154279470444, "loss_rpn_loc": 0.04382317513227463, "lr": 0.00021978099999999997, "rank_data_time": 0.005879984237253666, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4187381714582443, "total_loss": 1.1032672971487045}
{"data_time": 0.006048383191227913, "eta_seconds": 4083.7169900536537, "fast_rcnn/cls_accuracy": 0.8427734375, "fast_rcnn/false_negative": 0.9221023219963388, "fast_rcnn/fg_cls_accuracy": 0.06081992484825127, "iteration": 239, "loss_box_reg": 0.5873974561691284, "loss_cls": 0.43957018852233887, "loss_rpn_cls": 0.041833462193608284, "loss_rpn_loc": 0.04181043989956379, "lr": 0.000239761, "rank_data_time": 0.006048383191227913, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.41899243276566267, "total_loss": 1.0686067529022694}
{"data_time": 0.006036142818629742, "eta_seconds": 4075.14879995957, "fast_rcnn/cls_accuracy": 0.83837890625, "fast_rcnn/false_negative": 0.8157552083333333, "fast_rcnn/fg_cls_accuracy": 0.14569256756756757, "iteration": 259, "loss_box_reg": 0.6027733683586121, "loss_cls": 0.4687609374523163, "loss_rpn_cls": 0.043947912752628326, "loss_rpn_loc": 0.05411747843027115, "lr": 0.00025974099999999996, "rank_data_time": 0.006036142818629742, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4180993386544287, "total_loss": 1.1874101497232914}
{"data_time": 0.006379394792020321, "eta_seconds": 4068.7876138463616, "fast_rcnn/cls_accuracy": 0.83154296875, "fast_rcnn/false_negative": 0.7774266098484848, "fast_rcnn/fg_cls_accuracy": 0.17990752416981926, "iteration": 279, "loss_box_reg": 0.6629868447780609, "loss_cls": 0.4354696273803711, "loss_rpn_cls": 0.042425209656357765, "loss_rpn_loc": 0.047981033101677895, "lr": 0.00027972100000000003, "rank_data_time": 0.006379394792020321, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.42181959887966514, "total_loss": 1.1835971418768167}
{"data_time": 0.006091279909014702, "eta_seconds": 4062.2878523077816, "fast_rcnn/cls_accuracy": 0.83447265625, "fast_rcnn/false_negative": 0.5380379555628794, "fast_rcnn/fg_cls_accuracy": 0.41067216981132076, "iteration": 299, "loss_box_reg": 0.702759176492691, "loss_cls": 0.4500633776187897, "loss_rpn_cls": 0.03580858372151852, "loss_rpn_loc": 0.06264377757906914, "lr": 0.000299701, "rank_data_time": 0.006091279909014702, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.4199471566826105, "total_loss": 1.2716951984912157}
{"data_time": 0.005946272984147072, "eta_seconds": 4054.214492663741, "fast_rcnn/cls_accuracy": 0.87890625, "fast_rcnn/false_negative": 0.48438813986924556, "fast_rcnn/fg_cls_accuracy": 0.3354991300565463, "iteration": 319, "loss_box_reg": 0.5036156326532364, "loss_cls": 0.3664073646068573, "loss_rpn_cls": 0.025143979117274284, "loss_rpn_loc": 0.03425990603864193, "lr": 0.00031968099999999994, "rank_data_time": 0.005946272984147072, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.41912575252354145, "total_loss": 0.9392424579709768}
{"data_time": 0.005913276690989733, "eta_seconds": 4046.7742451280355, "fast_rcnn/cls_accuracy": 0.8447265625, "fast_rcnn/false_negative": 0.5665037643640205, "fast_rcnn/fg_cls_accuracy": 0.3783783783783784, "iteration": 339, "loss_box_reg": 0.6291818022727966, "loss_cls": 0.4382656365633011, "loss_rpn_cls": 0.033141469582915306, "loss_rpn_loc": 0.053966641426086426, "lr": 0.000339661, "rank_data_time": 0.005913276690989733, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4234564444050193, "total_loss": 1.1848313994705677}
{"data_time": 0.005889762192964554, "eta_seconds": 4040.1479447446764, "fast_rcnn/cls_accuracy": 0.86328125, "fast_rcnn/false_negative": 0.525390625, "fast_rcnn/fg_cls_accuracy": 0.38424829480863965, "iteration": 359, "loss_box_reg": 0.5574154257774353, "loss_cls": 0.3805769979953766, "loss_rpn_cls": 0.034465283155441284, "loss_rpn_loc": 0.04161127284169197, "lr": 0.000359641, "rank_data_time": 0.005889762192964554, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.42048307601362467, "total_loss": 1.0301640331745148}
{"data_time": 0.005972487386316061, "eta_seconds": 4030.120873739943, "fast_rcnn/cls_accuracy": 0.88134765625, "fast_rcnn/false_negative": 0.36291660655028135, "fast_rcnn/fg_cls_accuracy": 0.5915314401622718, "iteration": 379, "loss_box_reg": 0.48185208439826965, "loss_cls": 0.3230094015598297, "loss_rpn_cls": 0.020264078862965107, "loss_rpn_loc": 0.0405521709471941, "lr": 0.000379621, "rank_data_time": 0.005972487386316061, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.4172612065449357, "total_loss": 0.8721465093549341}
{"data_time": 0.007010895758867264, "eta_seconds": 4021.6663911938667, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.3664908916586769, "fast_rcnn/fg_cls_accuracy": 0.5654087358345252, "iteration": 399, "loss_box_reg": 0.49420565366744995, "loss_cls": 0.3124857395887375, "loss_rpn_cls": 0.02263086475431919, "loss_rpn_loc": 0.050512490794062614, "lr": 0.00039960099999999997, "rank_data_time": 0.007010895758867264, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41856374917551875, "total_loss": 0.8775144433602691}
{"data_time": 0.005968050099909306, "eta_seconds": 4014.7143310680985, "fast_rcnn/cls_accuracy": 0.869140625, "fast_rcnn/false_negative": 0.3893998695368558, "fast_rcnn/fg_cls_accuracy": 0.5952813852813853, "iteration": 419, "loss_box_reg": 0.5461413264274597, "loss_cls": 0.3540426939725876, "loss_rpn_cls": 0.022989340126514435, "loss_rpn_loc": 0.06037274748086929, "lr": 0.000419581, "rank_data_time": 0.005968050099909306, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.420624956022948, "total_loss": 0.9448570208624005}
{"data_time": 0.005778616294264793, "eta_seconds": 4004.8348637484014, "fast_rcnn/cls_accuracy": 0.8759765625, "fast_rcnn/false_negative": 0.3787444526627219, "fast_rcnn/fg_cls_accuracy": 0.4917285164982563, "iteration": 439, "loss_box_reg": 0.4383453279733658, "loss_cls": 0.32911548018455505, "loss_rpn_cls": 0.03446263074874878, "loss_rpn_loc": 0.03106914646923542, "lr": 0.000439561, "rank_data_time": 0.005778616294264793, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.41804610192775726, "total_loss": 0.8805580791085958}
{"data_time": 0.00575407687574625, "eta_seconds": 3995.8058107830584, "fast_rcnn/cls_accuracy": 0.8759765625, "fast_rcnn/false_negative": 0.283641975308642, "fast_rcnn/fg_cls_accuracy": 0.590625, "iteration": 459, "loss_box_reg": 0.4701690077781677, "loss_cls": 0.347492054104805, "loss_rpn_cls": 0.04278172180056572, "loss_rpn_loc": 0.040947386994957924, "lr": 0.00045954100000000005, "rank_data_time": 0.00575407687574625, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4184824670664966, "total_loss": 0.8742754915729165}
{"data_time": 0.006071082782000303, "eta_seconds": 3988.227725364268, "fast_rcnn/cls_accuracy": 0.87744140625, "fast_rcnn/false_negative": 0.333984375, "fast_rcnn/fg_cls_accuracy": 0.6280339805825244, "iteration": 479, "loss_box_reg": 0.46804079413414, "loss_cls": 0.3351847529411316, "loss_rpn_cls": 0.025335327722132206, "loss_rpn_loc": 0.03791915439069271, "lr": 0.000479521, "rank_data_time": 0.006071082782000303, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.423722717911005, "total_loss": 0.9018098711967468}
{"data_time": 0.005870770197361708, "eta_seconds": 3981.18853289634, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.2854300488829637, "fast_rcnn/fg_cls_accuracy": 0.5854610197742254, "iteration": 499, "loss_box_reg": 0.44125425815582275, "loss_cls": 0.2972920536994934, "loss_rpn_cls": 0.02526056207716465, "loss_rpn_loc": 0.03630693629384041, "lr": 0.000499501, "rank_data_time": 0.005870770197361708, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4220772124826908, "total_loss": 0.8228285815566778}
{"data_time": 0.005909321364015341, "eta_seconds": 3972.7486931718886, "fast_rcnn/cls_accuracy": 0.88720703125, "fast_rcnn/false_negative": 0.29852642276422764, "fast_rcnn/fg_cls_accuracy": 0.6114955357142857, "iteration": 519, "loss_box_reg": 0.4581390917301178, "loss_cls": 0.30837614834308624, "loss_rpn_cls": 0.01887854654341936, "loss_rpn_loc": 0.037433356046676636, "lr": 0.000519481, "rank_data_time": 0.005909321364015341, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4188679507933557, "total_loss": 0.8618965791538358}
{"data_time": 0.005935138091444969, "eta_seconds": 3964.5186134334654, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 0.3258272058823529, "fast_rcnn/fg_cls_accuracy": 0.6048862390350878, "iteration": 539, "loss_box_reg": 0.415058970451355, "loss_cls": 0.29939568042755127, "loss_rpn_cls": 0.029964370653033257, "loss_rpn_loc": 0.0616433210670948, "lr": 0.0005394610000000001, "rank_data_time": 0.005935138091444969, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.4195830328390002, "total_loss": 0.8342727888375521}
{"data_time": 0.005860966630280018, "eta_seconds": 3956.489614993334, "fast_rcnn/cls_accuracy": 0.8798828125, "fast_rcnn/false_negative": 0.34218401298437817, "fast_rcnn/fg_cls_accuracy": 0.6346859056122449, "iteration": 559, "loss_box_reg": 0.4816206395626068, "loss_cls": 0.3312842696905136, "loss_rpn_cls": 0.0360138826072216, "loss_rpn_loc": 0.052855849266052246, "lr": 0.0005594409999999999, "rank_data_time": 0.005860966630280018, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4196394863538444, "total_loss": 0.9539344795048237}
{"data_time": 0.005691091995686293, "eta_seconds": 3947.824531858787, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.3116469109195402, "fast_rcnn/fg_cls_accuracy": 0.6118354301948052, "iteration": 579, "loss_box_reg": 0.4664009064435959, "loss_cls": 0.2920822203159332, "loss_rpn_cls": 0.024783621542155743, "loss_rpn_loc": 0.03440995514392853, "lr": 0.000579421, "rank_data_time": 0.005691091995686293, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.41847519343718886, "total_loss": 0.8435357259586453}
{"data_time": 0.00569178769364953, "eta_seconds": 3938.392237573862, "fast_rcnn/cls_accuracy": 0.88427734375, "fast_rcnn/false_negative": 0.312721108490566, "fast_rcnn/fg_cls_accuracy": 0.6198829892533937, "iteration": 599, "loss_box_reg": 0.40778759121894836, "loss_cls": 0.3103509247303009, "loss_rpn_cls": 0.01665193773806095, "loss_rpn_loc": 0.038611944764852524, "lr": 0.000599401, "rank_data_time": 0.00569178769364953, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.41633240692317486, "total_loss": 0.8249161664862186}
{"data_time": 0.005750499665737152, "eta_seconds": 3929.416142022237, "fast_rcnn/cls_accuracy": 0.86474609375, "fast_rcnn/false_negative": 0.34916583665338646, "fast_rcnn/fg_cls_accuracy": 0.5384944596613546, "iteration": 619, "loss_box_reg": 0.5130617916584015, "loss_cls": 0.34024401009082794, "loss_rpn_cls": 0.016942992340773344, "loss_rpn_loc": 0.048583585768938065, "lr": 0.0006193809999999999, "rank_data_time": 0.005750499665737152, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4179574931040406, "total_loss": 0.9373453222215176}
{"data_time": 0.005999753717333078, "eta_seconds": 3921.0667752474546, "fast_rcnn/cls_accuracy": 0.87939453125, "fast_rcnn/false_negative": 0.279296875, "fast_rcnn/fg_cls_accuracy": 0.6316056910569106, "iteration": 639, "loss_box_reg": 0.4740463197231293, "loss_cls": 0.3151310086250305, "loss_rpn_cls": 0.021886744536459446, "loss_rpn_loc": 0.05292969383299351, "lr": 0.0006393609999999999, "rank_data_time": 0.005999753717333078, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.4190063406713307, "total_loss": 0.8700236738659441}
{"data_time": 0.005782251246273518, "eta_seconds": 3912.702593030408, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.3080829326923077, "fast_rcnn/fg_cls_accuracy": 0.658203125, "iteration": 659, "loss_box_reg": 0.3949667662382126, "loss_cls": 0.26563073694705963, "loss_rpn_cls": 0.025224126875400543, "loss_rpn_loc": 0.0358875896781683, "lr": 0.0006593409999999999, "rank_data_time": 0.005782251246273518, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.4190382701344788, "total_loss": 0.7244988065212965}
{"data_time": 0.006001193542033434, "eta_seconds": 3904.4414286129177, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.3266025641025641, "fast_rcnn/fg_cls_accuracy": 0.6171875, "iteration": 679, "loss_box_reg": 0.4438156336545944, "loss_cls": 0.29468847811222076, "loss_rpn_cls": 0.024053115397691727, "loss_rpn_loc": 0.03460804000496864, "lr": 0.000679321, "rank_data_time": 0.006001193542033434, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.41986606316640973, "total_loss": 0.7878282070159912}
{"data_time": 0.005997076164931059, "eta_seconds": 3896.7589682433754, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.251953125, "fast_rcnn/fg_cls_accuracy": 0.6727272727272727, "iteration": 699, "loss_box_reg": 0.34151652455329895, "loss_cls": 0.24179745465517044, "loss_rpn_cls": 0.02137779537588358, "loss_rpn_loc": 0.032714709639549255, "lr": 0.0006993009999999999, "rank_data_time": 0.005997076164931059, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.4202937069348991, "total_loss": 0.6671239137649536}
{"data_time": 0.005971789360046387, "eta_seconds": 3888.699078410864, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.298802255794702, "fast_rcnn/fg_cls_accuracy": 0.63671875, "iteration": 719, "loss_box_reg": 0.3701771944761276, "loss_cls": 0.27121809124946594, "loss_rpn_cls": 0.01737371366471052, "loss_rpn_loc": 0.033220937475562096, "lr": 0.000719281, "rank_data_time": 0.005971789360046387, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.41978469397872686, "total_loss": 0.6763963950797915}
{"data_time": 0.005719725973904133, "eta_seconds": 3880.31826143153, "fast_rcnn/cls_accuracy": 0.88232421875, "fast_rcnn/false_negative": 0.2434275117268463, "fast_rcnn/fg_cls_accuracy": 0.6124688882743363, "iteration": 739, "loss_box_reg": 0.3704860657453537, "loss_cls": 0.28719663619995117, "loss_rpn_cls": 0.021489286795258522, "loss_rpn_loc": 0.034096114337444305, "lr": 0.0007392609999999998, "rank_data_time": 0.005719725973904133, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4189258208498359, "total_loss": 0.7247874801978469}
{"data_time": 0.0058544413186609745, "eta_seconds": 3871.0153650306165, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.23072860783261803, "fast_rcnn/fg_cls_accuracy": 0.7053865131578947, "iteration": 759, "loss_box_reg": 0.3854183256626129, "loss_cls": 0.26507580280303955, "loss_rpn_cls": 0.02675791922956705, "loss_rpn_loc": 0.035772982984781265, "lr": 0.0007592409999999999, "rank_data_time": 0.0058544413186609745, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.41646717954427004, "total_loss": 0.7428849553689361}
{"data_time": 0.005826978478580713, "eta_seconds": 3862.449463410303, "fast_rcnn/cls_accuracy": 0.89013671875, "fast_rcnn/false_negative": 0.26004464285714285, "fast_rcnn/fg_cls_accuracy": 0.6468623481781377, "iteration": 779, "loss_box_reg": 0.44292600452899933, "loss_cls": 0.29495570063591003, "loss_rpn_cls": 0.0184400686994195, "loss_rpn_loc": 0.03724038228392601, "lr": 0.000779221, "rank_data_time": 0.005826978478580713, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41808227077126503, "total_loss": 0.8251514676958323}
{"data_time": 0.005878832191228867, "eta_seconds": 3854.0539460256696, "fast_rcnn/cls_accuracy": 0.8916015625, "fast_rcnn/false_negative": 0.255859375, "fast_rcnn/fg_cls_accuracy": 0.6293577261306533, "iteration": 799, "loss_box_reg": 0.4184025526046753, "loss_cls": 0.27583473920822144, "loss_rpn_cls": 0.022051074542105198, "loss_rpn_loc": 0.04202110879123211, "lr": 0.0007992009999999999, "rank_data_time": 0.005878832191228867, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.4186712629161775, "total_loss": 0.8098392207175493}
{"data_time": 0.006114326883107424, "eta_seconds": 3845.6926327664405, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.3046875, "fast_rcnn/fg_cls_accuracy": 0.6516835387323944, "iteration": 819, "loss_box_reg": 0.4264955669641495, "loss_cls": 0.31218257546424866, "loss_rpn_cls": 0.017563164234161377, "loss_rpn_loc": 0.0535576269030571, "lr": 0.000819181, "rank_data_time": 0.006114326883107424, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.4193211426027119, "total_loss": 0.8113227346912026}
{"data_time": 0.005813732277601957, "eta_seconds": 3837.163834478706, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.22781149409871243, "fast_rcnn/fg_cls_accuracy": 0.69440329218107, "iteration": 839, "loss_box_reg": 0.3915576934814453, "loss_cls": 0.2672151029109955, "loss_rpn_cls": 0.013165016658604145, "loss_rpn_loc": 0.03947136551141739, "lr": 0.0008391609999999999, "rank_data_time": 0.005813732277601957, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.418101170565933, "total_loss": 0.7742036525160074}
{"data_time": 0.005939949303865433, "eta_seconds": 3828.754056254402, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.23740857712765956, "fast_rcnn/fg_cls_accuracy": 0.7344467474489795, "iteration": 859, "loss_box_reg": 0.4267580807209015, "loss_cls": 0.2397865504026413, "loss_rpn_cls": 0.013825700618326664, "loss_rpn_loc": 0.03279166482388973, "lr": 0.0008591409999999999, "rank_data_time": 0.005939949303865433, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4184817895293236, "total_loss": 0.7619389956817031}
{"data_time": 0.006029963027685881, "eta_seconds": 3819.873235076666, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.2779028799019608, "fast_rcnn/fg_cls_accuracy": 0.6519345238095238, "iteration": 879, "loss_box_reg": 0.42981843650341034, "loss_cls": 0.2772194743156433, "loss_rpn_cls": 0.019075972959399223, "loss_rpn_loc": 0.03715626336634159, "lr": 0.0008791210000000001, "rank_data_time": 0.006029963027685881, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.41695158183574677, "total_loss": 0.7680435050278902}
{"data_time": 0.006113179959356785, "eta_seconds": 3811.4963200874627, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.2762117881072027, "fast_rcnn/fg_cls_accuracy": 0.677734375, "iteration": 899, "loss_box_reg": 0.41897496581077576, "loss_cls": 0.28778401017189026, "loss_rpn_cls": 0.017104866448789835, "loss_rpn_loc": 0.03792269341647625, "lr": 0.0008991009999999999, "rank_data_time": 0.006113179959356785, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41865720553323627, "total_loss": 0.7640436599031091}
{"data_time": 0.005812672432512045, "eta_seconds": 3802.7493357285857, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.25317697156652363, "fast_rcnn/fg_cls_accuracy": 0.7252987132352942, "iteration": 919, "loss_box_reg": 0.42555390298366547, "loss_cls": 0.25064875185489655, "loss_rpn_cls": 0.01429822901263833, "loss_rpn_loc": 0.044569145888090134, "lr": 0.000919081, "rank_data_time": 0.005812672432512045, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.4178085057064891, "total_loss": 0.7451654695905745}
{"data_time": 0.005894445348531008, "eta_seconds": 3794.3282034248114, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.28008601641414144, "fast_rcnn/fg_cls_accuracy": 0.634765625, "iteration": 939, "loss_box_reg": 0.3879007399082184, "loss_cls": 0.25668667256832123, "loss_rpn_cls": 0.014162150677293539, "loss_rpn_loc": 0.0360322929918766, "lr": 0.0009390609999999999, "rank_data_time": 0.005894445348531008, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41849064733833075, "total_loss": 0.6936779068782926}
{"data_time": 0.005745411850512028, "eta_seconds": 3785.7143239304423, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.25678771423723057, "fast_rcnn/fg_cls_accuracy": 0.7016412105113367, "iteration": 959, "loss_box_reg": 0.3442520499229431, "loss_cls": 0.24551023542881012, "loss_rpn_cls": 0.018688189797103405, "loss_rpn_loc": 0.032082999125123024, "lr": 0.000959041, "rank_data_time": 0.005745411850512028, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41682334896177053, "total_loss": 0.6897644093260169}
{"data_time": 0.005794103257358074, "eta_seconds": 3777.3388497624546, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.2840358527131783, "fast_rcnn/fg_cls_accuracy": 0.6715076071922546, "iteration": 979, "loss_box_reg": 0.3464719355106354, "loss_cls": 0.23750022053718567, "loss_rpn_cls": 0.02137187961488962, "loss_rpn_loc": 0.030082428827881813, "lr": 0.000979021, "rank_data_time": 0.005794103257358074, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.41874920669943094, "total_loss": 0.6354144901270047}
{"data_time": 0.005918704904615879, "eta_seconds": 3768.8599722459912, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.255859375, "fast_rcnn/fg_cls_accuracy": 0.6980537280701755, "iteration": 999, "loss_box_reg": 0.38044513761997223, "loss_cls": 0.2609911859035492, "loss_rpn_cls": 0.018789579160511494, "loss_rpn_loc": 0.035122609697282314, "lr": 0.000999001, "rank_data_time": 0.005918704904615879, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4186936002224684, "total_loss": 0.7668931512162089}
{"data_time": 0.006042132619768381, "eta_seconds": 3760.760076204315, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.21127352150537634, "fast_rcnn/fg_cls_accuracy": 0.7291316526610645, "iteration": 1019, "loss_box_reg": 0.34493809938430786, "loss_cls": 0.21345680952072144, "loss_rpn_cls": 0.012723719235509634, "loss_rpn_loc": 0.03720000386238098, "lr": 0.001, "rank_data_time": 0.006042132619768381, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4183346629142761, "total_loss": 0.6090429089963436}
{"data_time": 0.00634663924574852, "eta_seconds": 3752.301335334778, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.25142675088652483, "fast_rcnn/fg_cls_accuracy": 0.693359375, "iteration": 1039, "loss_box_reg": 0.3989020437002182, "loss_cls": 0.26744478940963745, "loss_rpn_cls": 0.02592541743069887, "loss_rpn_loc": 0.036668045446276665, "lr": 0.001, "rank_data_time": 0.00634663924574852, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41751832282170653, "total_loss": 0.7294730991125107}
{"data_time": 0.005806128028780222, "eta_seconds": 3744.0985442698, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.26171875, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 1059, "loss_box_reg": 0.3955627828836441, "loss_cls": 0.23301846534013748, "loss_rpn_cls": 0.018486248329281807, "loss_rpn_loc": 0.04049651324748993, "lr": 0.001, "rank_data_time": 0.005806128028780222, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4187991814687848, "total_loss": 0.7029531018342823}
{"data_time": 0.005862077232450247, "eta_seconds": 3735.825592149049, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.21884245562130178, "fast_rcnn/fg_cls_accuracy": 0.7379450688660683, "iteration": 1079, "loss_box_reg": 0.3363780379295349, "loss_cls": 0.23813552409410477, "loss_rpn_cls": 0.01480412669479847, "loss_rpn_loc": 0.03843667171895504, "lr": 0.001, "rank_data_time": 0.005862077232450247, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41808387031778693, "total_loss": 0.6480261124670506}
{"data_time": 0.0060646189376711845, "eta_seconds": 3727.476240089163, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.2906836709486166, "fast_rcnn/fg_cls_accuracy": 0.6872326266755395, "iteration": 1099, "loss_box_reg": 0.3754253387451172, "loss_cls": 0.26224185526371, "loss_rpn_cls": 0.013601995073258877, "loss_rpn_loc": 0.036688607186079025, "lr": 0.001, "rank_data_time": 0.0060646189376711845, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4179511503316462, "total_loss": 0.7326687178574502}
{"data_time": 0.0059102666564285755, "eta_seconds": 3718.7986448407173, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.26171875, "fast_rcnn/fg_cls_accuracy": 0.7169963430851064, "iteration": 1119, "loss_box_reg": 0.3550931066274643, "loss_cls": 0.23084454238414764, "loss_rpn_cls": 0.011456888169050217, "loss_rpn_loc": 0.03196100331842899, "lr": 0.001, "rank_data_time": 0.0059102666564285755, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.4165253662504256, "total_loss": 0.6199873574078083}
{"data_time": 0.006153845693916082, "eta_seconds": 3710.5681989341974, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.27734375, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 1139, "loss_box_reg": 0.34794066846370697, "loss_cls": 0.2115694209933281, "loss_rpn_cls": 0.013222521170973778, "loss_rpn_loc": 0.05047532357275486, "lr": 0.001, "rank_data_time": 0.006153845693916082, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.42038362100720406, "total_loss": 0.6445844541303813}
{"data_time": 0.005930519197136164, "eta_seconds": 3702.1726371347904, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.28256048387096777, "fast_rcnn/fg_cls_accuracy": 0.6225366391576551, "iteration": 1159, "loss_box_reg": 0.38577254116535187, "loss_cls": 0.28062501549720764, "loss_rpn_cls": 0.020165128633379936, "loss_rpn_loc": 0.045267293229699135, "lr": 0.001, "rank_data_time": 0.005930519197136164, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.4193371799774468, "total_loss": 0.7183704990893602}
{"data_time": 0.005891264881938696, "eta_seconds": 3693.5527295898646, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.28485454776422764, "fast_rcnn/fg_cls_accuracy": 0.67578125, "iteration": 1179, "loss_box_reg": 0.39448630809783936, "loss_cls": 0.2767886519432068, "loss_rpn_cls": 0.01997099444270134, "loss_rpn_loc": 0.033929663710296154, "lr": 0.001, "rank_data_time": 0.005891264881938696, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4185903542675078, "total_loss": 0.7242654818110168}
{"data_time": 0.005782443098723888, "eta_seconds": 3685.069254785776, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.21838533739218668, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 1199, "loss_box_reg": 0.30869293212890625, "loss_cls": 0.2072749212384224, "loss_rpn_cls": 0.00868617556989193, "loss_rpn_loc": 0.0358963068574667, "lr": 0.001, "rank_data_time": 0.005782443098723888, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.416408269200474, "total_loss": 0.5670629199594259}
{"data_time": 0.00581371271982789, "eta_seconds": 3676.434550844133, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.283203125, "fast_rcnn/fg_cls_accuracy": 0.6987062172741599, "iteration": 1219, "loss_box_reg": 0.3936087489128113, "loss_cls": 0.2666673809289932, "loss_rpn_cls": 0.012118048965930939, "loss_rpn_loc": 0.03280280902981758, "lr": 0.001, "rank_data_time": 0.00581371271982789, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4165063230320811, "total_loss": 0.7319884048774838}
{"data_time": 0.006982013117522001, "eta_seconds": 3667.755937948823, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.2828220274390244, "fast_rcnn/fg_cls_accuracy": 0.6801997950819672, "iteration": 1239, "loss_box_reg": 0.35296085476875305, "loss_cls": 0.26574768126010895, "loss_rpn_cls": 0.012726269662380219, "loss_rpn_loc": 0.03192479908466339, "lr": 0.001, "rank_data_time": 0.006982013117522001, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.41765670012682676, "total_loss": 0.6651298459619284}
{"data_time": 0.005917772185057402, "eta_seconds": 3659.3820659443736, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.2501655190677966, "fast_rcnn/fg_cls_accuracy": 0.7001152663934427, "iteration": 1259, "loss_box_reg": 0.3611823320388794, "loss_cls": 0.2568780183792114, "loss_rpn_cls": 0.012353656813502312, "loss_rpn_loc": 0.03470772132277489, "lr": 0.001, "rank_data_time": 0.005917772185057402, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.4177828347310424, "total_loss": 0.6505734883248806}
{"data_time": 0.00567895220592618, "eta_seconds": 3650.651497542858, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.26096117424242427, "fast_rcnn/fg_cls_accuracy": 0.7102678571428571, "iteration": 1279, "loss_box_reg": 0.40995076298713684, "loss_cls": 0.24823375791311264, "loss_rpn_cls": 0.01168172201141715, "loss_rpn_loc": 0.04443282634019852, "lr": 0.001, "rank_data_time": 0.00567895220592618, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.4178205202333629, "total_loss": 0.708222315995954}
{"data_time": 0.005968963261693716, "eta_seconds": 3641.4529683999717, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.26856844190140844, "fast_rcnn/fg_cls_accuracy": 0.708984375, "iteration": 1299, "loss_box_reg": 0.3369315415620804, "loss_cls": 0.23404377698898315, "loss_rpn_cls": 0.020397461019456387, "loss_rpn_loc": 0.04248015582561493, "lr": 0.001, "rank_data_time": 0.005968963261693716, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.41651905328035355, "total_loss": 0.6537099024280906}
{"data_time": 0.0059404512867331505, "eta_seconds": 3632.5047605484724, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.28051168464304055, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 1319, "loss_box_reg": 0.3765771985054016, "loss_cls": 0.23660308867692947, "loss_rpn_cls": 0.01838698424398899, "loss_rpn_loc": 0.043289970606565475, "lr": 0.001, "rank_data_time": 0.0059404512867331505, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4161307541653514, "total_loss": 0.69294423609972}
{"data_time": 0.005864380393177271, "eta_seconds": 3623.506336119026, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3020650560129572, "fast_rcnn/fg_cls_accuracy": 0.6833740120874012, "iteration": 1339, "loss_box_reg": 0.36399178206920624, "loss_cls": 0.21453400701284409, "loss_rpn_cls": 0.02197115309536457, "loss_rpn_loc": 0.03502124547958374, "lr": 0.001, "rank_data_time": 0.005864380393177271, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41628726199269295, "total_loss": 0.6605025455355644}
{"data_time": 0.006172779947519302, "eta_seconds": 3614.895339310169, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.20344836506622516, "fast_rcnn/fg_cls_accuracy": 0.7713341346153846, "iteration": 1359, "loss_box_reg": 0.3531874269247055, "loss_cls": 0.2174624726176262, "loss_rpn_cls": 0.009979245718568563, "loss_rpn_loc": 0.027366653084754944, "lr": 0.001, "rank_data_time": 0.006172779947519302, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.4188871062360704, "total_loss": 0.6239647939801216}
{"data_time": 0.006136354058980942, "eta_seconds": 3607.1516107488424, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.24898373983739835, "fast_rcnn/fg_cls_accuracy": 0.7434341755319149, "iteration": 1379, "loss_box_reg": 0.36546584963798523, "loss_cls": 0.23282654583454132, "loss_rpn_cls": 0.013437711633741856, "loss_rpn_loc": 0.0333322212100029, "lr": 0.001, "rank_data_time": 0.006136354058980942, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4235251219943166, "total_loss": 0.680630911141634}
{"data_time": 0.005889836233109236, "eta_seconds": 3598.5495610162616, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2544473755411255, "fast_rcnn/fg_cls_accuracy": 0.7135448737684729, "iteration": 1399, "loss_box_reg": 0.28909412026405334, "loss_cls": 0.21690300852060318, "loss_rpn_cls": 0.016693980433046818, "loss_rpn_loc": 0.026660272851586342, "lr": 0.001, "rank_data_time": 0.005889836233109236, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.4165127957239747, "total_loss": 0.5568546657450497}
{"data_time": 0.006540521048009396, "eta_seconds": 3589.4603593368083, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.224609375, "fast_rcnn/fg_cls_accuracy": 0.7098343685300208, "iteration": 1419, "loss_box_reg": 0.34248897433280945, "loss_cls": 0.2232194021344185, "loss_rpn_cls": 0.01007943507283926, "loss_rpn_loc": 0.030535954050719738, "lr": 0.001, "rank_data_time": 0.006540521048009396, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.4163817851804197, "total_loss": 0.5983297310303897}
{"data_time": 0.006494314409792423, "eta_seconds": 3580.880698412657, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.20533608490566038, "fast_rcnn/fg_cls_accuracy": 0.728515625, "iteration": 1439, "loss_box_reg": 0.35129712522029877, "loss_cls": 0.2389623299241066, "loss_rpn_cls": 0.013842582236975431, "loss_rpn_loc": 0.04131304658949375, "lr": 0.001, "rank_data_time": 0.006494314409792423, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.41595658008009195, "total_loss": 0.645381351467222}
{"data_time": 0.006188559345901012, "eta_seconds": 3572.474947972223, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.24309375, "fast_rcnn/fg_cls_accuracy": 0.7220772532188842, "iteration": 1459, "loss_box_reg": 0.36480608582496643, "loss_cls": 0.21904122829437256, "loss_rpn_cls": 0.01395321125164628, "loss_rpn_loc": 0.042862674221396446, "lr": 0.001, "rank_data_time": 0.006188559345901012, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.4184579038992524, "total_loss": 0.6442023846320808}
{"data_time": 0.005924466997385025, "eta_seconds": 3563.1926297955215, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.22760262573964496, "fast_rcnn/fg_cls_accuracy": 0.7359006169527897, "iteration": 1479, "loss_box_reg": 0.3788875341415405, "loss_cls": 0.2104090228676796, "loss_rpn_cls": 0.010999188292771578, "loss_rpn_loc": 0.03273778408765793, "lr": 0.001, "rank_data_time": 0.005924466997385025, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4150669202208519, "total_loss": 0.6209366442635655}
{"data_time": 0.005833176895976067, "eta_seconds": 3554.446487920359, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.2036567321919256, "fast_rcnn/fg_cls_accuracy": 0.7592989390472229, "iteration": 1499, "loss_box_reg": 0.3261334151029587, "loss_cls": 0.21705477684736252, "loss_rpn_cls": 0.012076494749635458, "loss_rpn_loc": 0.029490121640264988, "lr": 0.001, "rank_data_time": 0.005833176895976067, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.41472825687378645, "total_loss": 0.6253866059705615}
{"data_time": 0.006038438528776169, "eta_seconds": 3545.6435860693455, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.21039423727050502, "fast_rcnn/fg_cls_accuracy": 0.7078813611851484, "iteration": 1519, "loss_box_reg": 0.32702746987342834, "loss_cls": 0.2178730145096779, "loss_rpn_cls": 0.007266470231115818, "loss_rpn_loc": 0.03176658134907484, "lr": 0.001, "rank_data_time": 0.006038438528776169, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4169029286131263, "total_loss": 0.5820976414252073}
{"data_time": 0.005846001207828522, "eta_seconds": 3536.9270822033286, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.20403922872340424, "fast_rcnn/fg_cls_accuracy": 0.7276607854297097, "iteration": 1539, "loss_box_reg": 0.3238283395767212, "loss_cls": 0.18521267175674438, "loss_rpn_cls": 0.0080676325596869, "loss_rpn_loc": 0.03075806237757206, "lr": 0.001, "rank_data_time": 0.005846001207828522, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4178831563331187, "total_loss": 0.5797640341334045}
{"data_time": 0.0057180155999958515, "eta_seconds": 3527.530291620642, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.22528433945756782, "fast_rcnn/fg_cls_accuracy": 0.7380022321428572, "iteration": 1559, "loss_box_reg": 0.3694640100002289, "loss_cls": 0.23283188790082932, "loss_rpn_cls": 0.006260036490857601, "loss_rpn_loc": 0.028548535890877247, "lr": 0.001, "rank_data_time": 0.0057180155999958515, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4150754720903933, "total_loss": 0.6390106971375644}
{"data_time": 0.006300647277384996, "eta_seconds": 3518.7881149258465, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.2771732172577135, "fast_rcnn/fg_cls_accuracy": 0.712890625, "iteration": 1579, "loss_box_reg": 0.4017241448163986, "loss_cls": 0.26897622644901276, "loss_rpn_cls": 0.014925791881978512, "loss_rpn_loc": 0.0495586171746254, "lr": 0.001, "rank_data_time": 0.006300647277384996, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.41663023363798857, "total_loss": 0.7249470534734428}
{"data_time": 0.006034304853528738, "eta_seconds": 3510.379634052515, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.21772635814889335, "fast_rcnn/fg_cls_accuracy": 0.7384321351931331, "iteration": 1599, "loss_box_reg": 0.3199324458837509, "loss_cls": 0.21301571279764175, "loss_rpn_cls": 0.01288683619350195, "loss_rpn_loc": 0.026500744745135307, "lr": 0.001, "rank_data_time": 0.006034304853528738, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41564281936734915, "total_loss": 0.5619003600440919}
{"data_time": 0.005858473014086485, "eta_seconds": 3501.6579139977694, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.240234375, "fast_rcnn/fg_cls_accuracy": 0.7387037627551021, "iteration": 1619, "loss_box_reg": 0.30153214931488037, "loss_cls": 0.1876755803823471, "loss_rpn_cls": 0.015879042446613312, "loss_rpn_loc": 0.028338405303657055, "lr": 0.001, "rank_data_time": 0.005858473014086485, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.41635519824922085, "total_loss": 0.5882092642132193}
{"data_time": 0.005835982039570808, "eta_seconds": 3492.952388189733, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.212890625, "fast_rcnn/fg_cls_accuracy": 0.7385641163793104, "iteration": 1639, "loss_box_reg": 0.3563147634267807, "loss_cls": 0.22599416971206665, "loss_rpn_cls": 0.015686120372265577, "loss_rpn_loc": 0.03892015852034092, "lr": 0.001, "rank_data_time": 0.005835982039570808, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4174430649727583, "total_loss": 0.6432387901004404}
{"data_time": 0.005915933288633823, "eta_seconds": 3483.848369177431, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.248046875, "fast_rcnn/fg_cls_accuracy": 0.73046875, "iteration": 1659, "loss_box_reg": 0.3349044919013977, "loss_cls": 0.22038604319095612, "loss_rpn_cls": 0.011770287994295359, "loss_rpn_loc": 0.029964929446578026, "lr": 0.001, "rank_data_time": 0.005915933288633823, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.41616821475327015, "total_loss": 0.6176438920665532}
{"data_time": 0.005808501038700342, "eta_seconds": 3475.1971343159676, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.22504595588235293, "fast_rcnn/fg_cls_accuracy": 0.694129523217891, "iteration": 1679, "loss_box_reg": 0.373039111495018, "loss_cls": 0.20343605428934097, "loss_rpn_cls": 0.010428105015307665, "loss_rpn_loc": 0.02660128753632307, "lr": 0.001, "rank_data_time": 0.005808501038700342, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.41585306357592344, "total_loss": 0.6057481113821268}
{"data_time": 0.005824320483952761, "eta_seconds": 3466.7075102683157, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.2403319502074689, "fast_rcnn/fg_cls_accuracy": 0.7488988190233004, "iteration": 1699, "loss_box_reg": 0.3520866930484772, "loss_cls": 0.21685805171728134, "loss_rpn_cls": 0.013484788592904806, "loss_rpn_loc": 0.04188057780265808, "lr": 0.001, "rank_data_time": 0.005824320483952761, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.4189930446445942, "total_loss": 0.652413213159889}
{"data_time": 0.005731988698244095, "eta_seconds": 3457.7624450437725, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.20419896640826873, "fast_rcnn/fg_cls_accuracy": 0.7747357293868922, "iteration": 1719, "loss_box_reg": 0.35363903641700745, "loss_cls": 0.19479212909936905, "loss_rpn_cls": 0.015894804149866104, "loss_rpn_loc": 0.03341503627598286, "lr": 0.001, "rank_data_time": 0.005731988698244095, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.41748118679970503, "total_loss": 0.663936659693718}
{"data_time": 0.005795359145849943, "eta_seconds": 3449.392222398892, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.23828125, "fast_rcnn/fg_cls_accuracy": 0.7124555687203791, "iteration": 1739, "loss_box_reg": 0.3783627301454544, "loss_cls": 0.2535322606563568, "loss_rpn_cls": 0.0172842713072896, "loss_rpn_loc": 0.0469047836959362, "lr": 0.001, "rank_data_time": 0.005795359145849943, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.4183099870570004, "total_loss": 0.7978853462263942}
{"data_time": 0.00608370965346694, "eta_seconds": 3440.5583763867617, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1854895104895105, "fast_rcnn/fg_cls_accuracy": 0.7526103376777251, "iteration": 1759, "loss_box_reg": 0.2687171995639801, "loss_cls": 0.16141805797815323, "loss_rpn_cls": 0.015378261916339397, "loss_rpn_loc": 0.024092787876725197, "lr": 0.001, "rank_data_time": 0.00608370965346694, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4144877693615854, "total_loss": 0.488997551612556}
{"data_time": 0.005772527307271957, "eta_seconds": 3431.8606065027416, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.19672619047619047, "fast_rcnn/fg_cls_accuracy": 0.7546370967741935, "iteration": 1779, "loss_box_reg": 0.315870076417923, "loss_cls": 0.20518260449171066, "loss_rpn_cls": 0.012642745859920979, "loss_rpn_loc": 0.03428708761930466, "lr": 0.001, "rank_data_time": 0.005772527307271957, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.41695570945739746, "total_loss": 0.5966542363166809}
{"data_time": 0.00580608332529664, "eta_seconds": 3423.1892031617463, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.20141399793388431, "fast_rcnn/fg_cls_accuracy": 0.767578125, "iteration": 1799, "loss_box_reg": 0.33764977753162384, "loss_cls": 0.20350281894207, "loss_rpn_cls": 0.012376285158097744, "loss_rpn_loc": 0.03418651036918163, "lr": 0.001, "rank_data_time": 0.00580608332529664, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41735899541527033, "total_loss": 0.5813491120934486}
{"data_time": 0.00591337401419878, "eta_seconds": 3414.636672846973, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.8287715496759233, "iteration": 1819, "loss_box_reg": 0.3774845749139786, "loss_cls": 0.18393052369356155, "loss_rpn_cls": 0.026039876975119114, "loss_rpn_loc": 0.03470500186085701, "lr": 0.001, "rank_data_time": 0.00591337401419878, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.4175186548382044, "total_loss": 0.6264947224408388}
{"data_time": 0.005692915990948677, "eta_seconds": 3405.9907534718513, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.21632812499999998, "fast_rcnn/fg_cls_accuracy": 0.756474358974359, "iteration": 1839, "loss_box_reg": 0.325088307261467, "loss_cls": 0.1947472020983696, "loss_rpn_cls": 0.013605537824332714, "loss_rpn_loc": 0.03595512732863426, "lr": 0.001, "rank_data_time": 0.005692915990948677, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4165266267955303, "total_loss": 0.5774006354622543}
{"data_time": 0.005704004783183336, "eta_seconds": 3397.4297951720655, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.236328125, "fast_rcnn/fg_cls_accuracy": 0.73828125, "iteration": 1859, "loss_box_reg": 0.33011093735694885, "loss_cls": 0.20421017706394196, "loss_rpn_cls": 0.014424515422433615, "loss_rpn_loc": 0.04730135016143322, "lr": 0.001, "rank_data_time": 0.005704004783183336, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4162811581045389, "total_loss": 0.5896404087543488}
{"data_time": 0.006452107336372137, "eta_seconds": 3388.978716675192, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.20041582661290322, "fast_rcnn/fg_cls_accuracy": 0.7805135135135135, "iteration": 1879, "loss_box_reg": 0.25220271944999695, "loss_cls": 0.17881044745445251, "loss_rpn_cls": 0.012294905260205269, "loss_rpn_loc": 0.02769332006573677, "lr": 0.001, "rank_data_time": 0.006452107336372137, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.4166784156113863, "total_loss": 0.49243877246044576}
{"data_time": 0.006078122183680534, "eta_seconds": 3380.087761580944, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7146381578947368, "iteration": 1899, "loss_box_reg": 0.3158950209617615, "loss_cls": 0.19981373846530914, "loss_rpn_cls": 0.014957075007259846, "loss_rpn_loc": 0.04312553443014622, "lr": 0.001, "rank_data_time": 0.006078122183680534, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.4147592494264245, "total_loss": 0.5733085572719574}
{"data_time": 0.006039934232831001, "eta_seconds": 3371.41844894737, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.1557637117346939, "fast_rcnn/fg_cls_accuracy": 0.7828272402617509, "iteration": 1919, "loss_box_reg": 0.33094775676727295, "loss_cls": 0.20632649958133698, "loss_rpn_cls": 0.013748829253017902, "loss_rpn_loc": 0.02706093993037939, "lr": 0.001, "rank_data_time": 0.006039934232831001, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41553555615246296, "total_loss": 0.5941417985595763}
{"data_time": 0.006547186989337206, "eta_seconds": 3363.0840016901493, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.22843340234644582, "fast_rcnn/fg_cls_accuracy": 0.7594893029675638, "iteration": 1939, "loss_box_reg": 0.40419577062129974, "loss_cls": 0.2546657770872116, "loss_rpn_cls": 0.011660219635814428, "loss_rpn_loc": 0.04939989931881428, "lr": 0.001, "rank_data_time": 0.006547186989337206, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4205220458097756, "total_loss": 0.7581125507131219}
{"data_time": 0.005897126160562038, "eta_seconds": 3354.8847393505275, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.25443816489361704, "fast_rcnn/fg_cls_accuracy": 0.6921625664893617, "iteration": 1959, "loss_box_reg": 0.33539192378520966, "loss_cls": 0.196175254881382, "loss_rpn_cls": 0.010613657534122467, "loss_rpn_loc": 0.036604179069399834, "lr": 0.001, "rank_data_time": 0.005897126160562038, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.4182999483309686, "total_loss": 0.5683074130211025}
{"data_time": 0.006714747287333012, "eta_seconds": 3346.0377760976553, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.19934541602028075, "fast_rcnn/fg_cls_accuracy": 0.7554244686234818, "iteration": 1979, "loss_box_reg": 0.3361785411834717, "loss_cls": 0.2340429648756981, "loss_rpn_cls": 0.0117093650624156, "loss_rpn_loc": 0.030723064206540585, "lr": 0.001, "rank_data_time": 0.006714747287333012, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4156343103386462, "total_loss": 0.6464409856125712}
{"data_time": 0.006040200125426054, "eta_seconds": 3336.8982560932636, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.21721813725490197, "fast_rcnn/fg_cls_accuracy": 0.7590645032051282, "iteration": 1999, "loss_box_reg": 0.3587947487831116, "loss_cls": 0.1973358690738678, "loss_rpn_cls": 0.013778423890471458, "loss_rpn_loc": 0.037377603352069855, "lr": 0.001, "rank_data_time": 0.006040200125426054, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.41631085611879826, "total_loss": 0.6208112138556316}
{"data_time": 0.00573043804615736, "eta_seconds": 3328.700454197824, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16603125000000002, "fast_rcnn/fg_cls_accuracy": 0.8100939764492754, "iteration": 2019, "loss_box_reg": 0.35160908102989197, "loss_cls": 0.18802564591169357, "loss_rpn_cls": 0.01185109606012702, "loss_rpn_loc": 0.04208493418991566, "lr": 0.001, "rank_data_time": 0.00573043804615736, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4179293788038194, "total_loss": 0.5848166169598699}
{"data_time": 0.005869011860340834, "eta_seconds": 3320.1711567118764, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.7588275098425197, "iteration": 2039, "loss_box_reg": 0.36512160301208496, "loss_cls": 0.19691629707813263, "loss_rpn_cls": 0.014952811878174543, "loss_rpn_loc": 0.04287641681730747, "lr": 0.001, "rank_data_time": 0.005869011860340834, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.4172614221461117, "total_loss": 0.6205800850875676}
{"data_time": 0.005762897897511721, "eta_seconds": 3311.5210768859833, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.21708779192376787, "fast_rcnn/fg_cls_accuracy": 0.7619077620967742, "iteration": 2059, "loss_box_reg": 0.3038533926010132, "loss_cls": 0.17515476793050766, "loss_rpn_cls": 0.009350424632430077, "loss_rpn_loc": 0.032135617919266224, "lr": 0.001, "rank_data_time": 0.005762897897511721, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41626235423609614, "total_loss": 0.515477268025279}
{"data_time": 0.00596720352768898, "eta_seconds": 3303.179713971913, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.20355731225296442, "fast_rcnn/fg_cls_accuracy": 0.7759664841546374, "iteration": 2079, "loss_box_reg": 0.3755808174610138, "loss_cls": 0.2162037268280983, "loss_rpn_cls": 0.013979851268231869, "loss_rpn_loc": 0.03853416256606579, "lr": 0.001, "rank_data_time": 0.00596720352768898, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.41796540981158614, "total_loss": 0.6406853965017945}
{"data_time": 0.005994453094899654, "eta_seconds": 3294.8383510578424, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.26289317810457513, "fast_rcnn/fg_cls_accuracy": 0.6845290492957746, "iteration": 2099, "loss_box_reg": 0.3862236738204956, "loss_cls": 0.2164686992764473, "loss_rpn_cls": 0.010697271674871445, "loss_rpn_loc": 0.04172375611960888, "lr": 0.001, "rank_data_time": 0.005994453094899654, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.41855017468333244, "total_loss": 0.670172757236287}
{"data_time": 0.005803191103041172, "eta_seconds": 3286.320122536272, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1859795134443022, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 2119, "loss_box_reg": 0.2705995887517929, "loss_cls": 0.17966311424970627, "loss_rpn_cls": 0.009295432362705469, "loss_rpn_loc": 0.026513895019888878, "lr": 0.001, "rank_data_time": 0.005803191103041172, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.41649581491947174, "total_loss": 0.4606266263872385}
{"data_time": 0.006328348536044359, "eta_seconds": 3277.558915838599, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.21504755434782608, "fast_rcnn/fg_cls_accuracy": 0.7423469387755102, "iteration": 2139, "loss_box_reg": 0.3615168333053589, "loss_cls": 0.22561410069465637, "loss_rpn_cls": 0.014060311019420624, "loss_rpn_loc": 0.04225006513297558, "lr": 0.001, "rank_data_time": 0.006328348536044359, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.41804349003359675, "total_loss": 0.6960404585115612}
{"data_time": 0.0060141379944980145, "eta_seconds": 3268.9420095831156, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.21501476094470046, "fast_rcnn/fg_cls_accuracy": 0.7548333093317972, "iteration": 2159, "loss_box_reg": 0.3377993106842041, "loss_cls": 0.2178981453180313, "loss_rpn_cls": 0.00948706828057766, "loss_rpn_loc": 0.03749268501996994, "lr": 0.001, "rank_data_time": 0.0060141379944980145, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.41762461978942156, "total_loss": 0.6007211459800601}
{"data_time": 0.005829964764416218, "eta_seconds": 3259.6907852124423, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.17541662743621128, "fast_rcnn/fg_cls_accuracy": 0.7697359443231442, "iteration": 2179, "loss_box_reg": 0.31523798406124115, "loss_cls": 0.17997623980045319, "loss_rpn_cls": 0.01104776980355382, "loss_rpn_loc": 0.03080269042402506, "lr": 0.001, "rank_data_time": 0.005829964764416218, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41646682610735297, "total_loss": 0.5454653855413198}
{"data_time": 0.005917110480368137, "eta_seconds": 3252.1962630562484, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.16658266129032256, "fast_rcnn/fg_cls_accuracy": 0.75390625, "iteration": 2199, "loss_box_reg": 0.29456281661987305, "loss_cls": 0.20086489617824554, "loss_rpn_cls": 0.008410194888710976, "loss_rpn_loc": 0.036573316901922226, "lr": 0.001, "rank_data_time": 0.005917110480368137, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41732768062502146, "total_loss": 0.5579437469132245}
{"data_time": 0.006154616363346577, "eta_seconds": 3243.9809532184154, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.7624543750616553, "iteration": 2219, "loss_box_reg": 0.31991396844387054, "loss_cls": 0.163541741669178, "loss_rpn_cls": 0.012281835079193115, "loss_rpn_loc": 0.02344770822674036, "lr": 0.001, "rank_data_time": 0.006154616363346577, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.41936496971175075, "total_loss": 0.5474333763122559}
{"data_time": 0.006103511434048414, "eta_seconds": 3235.641670562327, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.17153010190651674, "fast_rcnn/fg_cls_accuracy": 0.8112222546728972, "iteration": 2239, "loss_box_reg": 0.2916305363178253, "loss_cls": 0.18139414489269257, "loss_rpn_cls": 0.01267619850113988, "loss_rpn_loc": 0.028014620766043663, "lr": 0.001, "rank_data_time": 0.006103511434048414, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41763570066541433, "total_loss": 0.5064496351405978}
{"data_time": 0.005966256372630596, "eta_seconds": 3226.848569959402, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1286301052875159, "fast_rcnn/fg_cls_accuracy": 0.836347110600842, "iteration": 2259, "loss_box_reg": 0.27242837846279144, "loss_cls": 0.14398514479398727, "loss_rpn_cls": 0.006614159094169736, "loss_rpn_loc": 0.027859915047883987, "lr": 0.001, "rank_data_time": 0.005966256372630596, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.41494776820763946, "total_loss": 0.4549051886424422}
{"data_time": 0.006133156828582287, "eta_seconds": 3217.8771455213428, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.181640625, "fast_rcnn/fg_cls_accuracy": 0.790223229685113, "iteration": 2279, "loss_box_reg": 0.3151462972164154, "loss_cls": 0.1765502318739891, "loss_rpn_cls": 0.01426003035157919, "loss_rpn_loc": 0.02573710773140192, "lr": 0.001, "rank_data_time": 0.006133156828582287, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.4168347264640033, "total_loss": 0.5442131848540157}
{"data_time": 0.005958582274615765, "eta_seconds": 3209.558177506551, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1616280951610293, "fast_rcnn/fg_cls_accuracy": 0.8218681684250546, "iteration": 2299, "loss_box_reg": 0.2777208834886551, "loss_cls": 0.17885590344667435, "loss_rpn_cls": 0.012214547488838434, "loss_rpn_loc": 0.024935025721788406, "lr": 0.001, "rank_data_time": 0.005958582274615765, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.41656693490222096, "total_loss": 0.4919697667937726}
{"data_time": 0.006195793393999338, "eta_seconds": 3201.2143528461456, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.19921875, "fast_rcnn/fg_cls_accuracy": 0.7532633158289572, "iteration": 2319, "loss_box_reg": 0.31914305686950684, "loss_cls": 0.20111443102359772, "loss_rpn_cls": 0.014368493109941483, "loss_rpn_loc": 0.04317428544163704, "lr": 0.001, "rank_data_time": 0.006195793393999338, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4144528703764081, "total_loss": 0.5726953097619116}
{"data_time": 0.005973379593342543, "eta_seconds": 3192.9203004576266, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.20616463162251655, "fast_rcnn/fg_cls_accuracy": 0.775390625, "iteration": 2339, "loss_box_reg": 0.3013484328985214, "loss_cls": 0.18871242552995682, "loss_rpn_cls": 0.012965697795152664, "loss_rpn_loc": 0.031731728464365005, "lr": 0.001, "rank_data_time": 0.005973379593342543, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41593073960393667, "total_loss": 0.5696595190092921}
{"data_time": 0.00619073212146759, "eta_seconds": 3184.198553171009, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.15720663265306123, "fast_rcnn/fg_cls_accuracy": 0.793036099137931, "iteration": 2359, "loss_box_reg": 0.28707075119018555, "loss_cls": 0.20469876378774643, "loss_rpn_cls": 0.008686605840921402, "loss_rpn_loc": 0.03163220640271902, "lr": 0.001, "rank_data_time": 0.00619073212146759, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41456305934116244, "total_loss": 0.5416467399336398}
{"data_time": 0.006342298351228237, "eta_seconds": 3175.1353963371366, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.24205729166666667, "fast_rcnn/fg_cls_accuracy": 0.7249261083743843, "iteration": 2379, "loss_box_reg": 0.3052767217159271, "loss_cls": 0.19248197972774506, "loss_rpn_cls": 0.013413690030574799, "loss_rpn_loc": 0.02967976313084364, "lr": 0.001, "rank_data_time": 0.006342298351228237, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.41523024160414934, "total_loss": 0.49543427489697933}
{"data_time": 0.006234779488295317, "eta_seconds": 3166.4731692522764, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.20092237503306004, "fast_rcnn/fg_cls_accuracy": 0.7811911118090452, "iteration": 2399, "loss_box_reg": 0.28524355590343475, "loss_cls": 0.18135901540517807, "loss_rpn_cls": 0.0149312992580235, "loss_rpn_loc": 0.03367072995752096, "lr": 0.001, "rank_data_time": 0.006234779488295317, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4153291932307184, "total_loss": 0.5793216242454946}
{"data_time": 0.005849771201610565, "eta_seconds": 3157.8876388818026, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.17978260869565216, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 2419, "loss_box_reg": 0.33523066341876984, "loss_cls": 0.1925921067595482, "loss_rpn_cls": 0.021083775907754898, "loss_rpn_loc": 0.04352295212447643, "lr": 0.001, "rank_data_time": 0.005849771201610565, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.4157440117560327, "total_loss": 0.5873850104399025}
{"data_time": 0.006024240516126156, "eta_seconds": 3149.375487025827, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.21867488931056295, "fast_rcnn/fg_cls_accuracy": 0.7637648809523809, "iteration": 2439, "loss_box_reg": 0.37734371423721313, "loss_cls": 0.21922272443771362, "loss_rpn_cls": 0.0147244893014431, "loss_rpn_loc": 0.03063330426812172, "lr": 0.001, "rank_data_time": 0.006024240516126156, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.4156911023892462, "total_loss": 0.6667249640449882}
{"data_time": 0.006128774955868721, "eta_seconds": 3141.136442339048, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.7741168478260869, "iteration": 2459, "loss_box_reg": 0.3589679002761841, "loss_cls": 0.227785162627697, "loss_rpn_cls": 0.011170754209160805, "loss_rpn_loc": 0.03349989652633667, "lr": 0.001, "rank_data_time": 0.006128774955868721, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.41816527815535665, "total_loss": 0.6401496208272874}
{"data_time": 0.005915649235248566, "eta_seconds": 3133.188120648265, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.21920158959537572, "fast_rcnn/fg_cls_accuracy": 0.7383742123626517, "iteration": 2479, "loss_box_reg": 0.3545171767473221, "loss_cls": 0.24203673750162125, "loss_rpn_cls": 0.010508778039366007, "loss_rpn_loc": 0.03562230244278908, "lr": 0.001, "rank_data_time": 0.005915649235248566, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4179611694999039, "total_loss": 0.630722411442548}
{"data_time": 0.005915794055908918, "eta_seconds": 3125.1002743374556, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.19288668320926383, "fast_rcnn/fg_cls_accuracy": 0.751171875, "iteration": 2499, "loss_box_reg": 0.2599106878042221, "loss_cls": 0.14948833733797073, "loss_rpn_cls": 0.006129920482635498, "loss_rpn_loc": 0.01905117556452751, "lr": 0.001, "rank_data_time": 0.005915794055908918, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.4164618859067559, "total_loss": 0.4540132280671969}
{"data_time": 0.0057708220556378365, "eta_seconds": 3116.766673605889, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.17863219585972206, "fast_rcnn/fg_cls_accuracy": 0.7965909090909091, "iteration": 2519, "loss_box_reg": 0.2801612317562103, "loss_cls": 0.16402454674243927, "loss_rpn_cls": 0.0072293528355658054, "loss_rpn_loc": 0.022273657843470573, "lr": 0.001, "rank_data_time": 0.0057708220556378365, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.41729173017665744, "total_loss": 0.4793884982354939}
{"data_time": 0.00608800770714879, "eta_seconds": 3108.207971956581, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.19172297297297297, "fast_rcnn/fg_cls_accuracy": 0.775390625, "iteration": 2539, "loss_box_reg": 0.3412080556154251, "loss_cls": 0.2324526235461235, "loss_rpn_cls": 0.015219584573060274, "loss_rpn_loc": 0.0423070527613163, "lr": 0.001, "rank_data_time": 0.00608800770714879, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41653955541551113, "total_loss": 0.6290673683397472}
{"data_time": 0.005986301228404045, "eta_seconds": 3100.2221750468016, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.20070684523809523, "fast_rcnn/fg_cls_accuracy": 0.7685405344202898, "iteration": 2559, "loss_box_reg": 0.35075972974300385, "loss_cls": 0.19199122488498688, "loss_rpn_cls": 0.010151950176805258, "loss_rpn_loc": 0.040881143882870674, "lr": 0.001, "rank_data_time": 0.005986301228404045, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.4158515320159495, "total_loss": 0.6217765100300312}
{"data_time": 0.00599999213591218, "eta_seconds": 3092.1586213074625, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.25456818776150625, "fast_rcnn/fg_cls_accuracy": 0.705533562219731, "iteration": 2579, "loss_box_reg": 0.3778544217348099, "loss_cls": 0.21751725673675537, "loss_rpn_cls": 0.01871038507670164, "loss_rpn_loc": 0.03387216106057167, "lr": 0.001, "rank_data_time": 0.00599999213591218, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41756046935915947, "total_loss": 0.6430021477863193}
{"data_time": 0.005791396368294954, "eta_seconds": 3083.8239619508386, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.7748003472222222, "iteration": 2599, "loss_box_reg": 0.2926582992076874, "loss_cls": 0.16720573604106903, "loss_rpn_cls": 0.007049188716337085, "loss_rpn_loc": 0.027073325589299202, "lr": 0.001, "rank_data_time": 0.005791396368294954, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41562187066301703, "total_loss": 0.5180785804986954}
{"data_time": 0.0059708901681005955, "eta_seconds": 3075.5886575672776, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.22526041666666669, "fast_rcnn/fg_cls_accuracy": 0.7712673611111112, "iteration": 2619, "loss_box_reg": 0.3490692228078842, "loss_cls": 0.20907076448202133, "loss_rpn_cls": 0.007378602167591453, "loss_rpn_loc": 0.03084067441523075, "lr": 0.001, "rank_data_time": 0.0059708901681005955, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.4166574366390705, "total_loss": 0.6363991016987711}
{"data_time": 0.005702262278646231, "eta_seconds": 3066.7959351837635, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.22006202290076338, "fast_rcnn/fg_cls_accuracy": 0.7701723520992366, "iteration": 2639, "loss_box_reg": 0.3466320037841797, "loss_cls": 0.18278887122869492, "loss_rpn_cls": 0.011400382034480572, "loss_rpn_loc": 0.03627277538180351, "lr": 0.001, "rank_data_time": 0.005702262278646231, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41540767159312963, "total_loss": 0.5665194136090577}
{"data_time": 0.005850749555975199, "eta_seconds": 3058.919630907476, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.1880728554641598, "fast_rcnn/fg_cls_accuracy": 0.7683863146551724, "iteration": 2659, "loss_box_reg": 0.30271677672863007, "loss_cls": 0.20317399501800537, "loss_rpn_cls": 0.0034660211531445384, "loss_rpn_loc": 0.03162304870784283, "lr": 0.001, "rank_data_time": 0.005850749555975199, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.4189341189339757, "total_loss": 0.5340889792423695}
{"data_time": 0.005814689211547375, "eta_seconds": 3050.8974564448, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.213181707018831, "fast_rcnn/fg_cls_accuracy": 0.751953125, "iteration": 2679, "loss_box_reg": 0.37830501794815063, "loss_cls": 0.20620018243789673, "loss_rpn_cls": 0.00835114112123847, "loss_rpn_loc": 0.030716001987457275, "lr": 0.001, "rank_data_time": 0.005814689211547375, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4169312589801848, "total_loss": 0.6294087014393881}
{"data_time": 0.005559165962040424, "eta_seconds": 3042.0592844486237, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.812990258097166, "iteration": 2699, "loss_box_reg": 0.294406458735466, "loss_cls": 0.17042749375104904, "loss_rpn_cls": 0.009034757502377033, "loss_rpn_loc": 0.02751234732568264, "lr": 0.001, "rank_data_time": 0.005559165962040424, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.4168561175465584, "total_loss": 0.5021962658502162}
{"data_time": 0.006142093800008297, "eta_seconds": 3033.7248754501343, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.18446729957805907, "fast_rcnn/fg_cls_accuracy": 0.7940099502487563, "iteration": 2719, "loss_box_reg": 0.3447949290275574, "loss_cls": 0.22726404666900635, "loss_rpn_cls": 0.011677853297442198, "loss_rpn_loc": 0.034142304211854935, "lr": 0.001, "rank_data_time": 0.006142093800008297, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.41796030290424824, "total_loss": 0.6343607995659113}
{"data_time": 0.005976188462227583, "eta_seconds": 3025.3152492363006, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.18238795518207285, "fast_rcnn/fg_cls_accuracy": 0.7924146719858156, "iteration": 2739, "loss_box_reg": 0.3276396840810776, "loss_cls": 0.20062239468097687, "loss_rpn_cls": 0.010794492904096842, "loss_rpn_loc": 0.034376099705696106, "lr": 0.001, "rank_data_time": 0.005976188462227583, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.4167367294430733, "total_loss": 0.5997384834336117}
{"data_time": 0.006024933885782957, "eta_seconds": 3017.2256584838033, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17578125, "fast_rcnn/fg_cls_accuracy": 0.7830447635135135, "iteration": 2759, "loss_box_reg": 0.285977303981781, "loss_cls": 0.18830150365829468, "loss_rpn_cls": 0.009030278772115707, "loss_rpn_loc": 0.03027169406414032, "lr": 0.001, "rank_data_time": 0.006024933885782957, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.4163785274140537, "total_loss": 0.5364278117194772}
{"data_time": 0.005589383654296398, "eta_seconds": 3008.720612935722, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.1830357142857143, "fast_rcnn/fg_cls_accuracy": 0.8046875, "iteration": 2779, "loss_box_reg": 0.29672716557979584, "loss_cls": 0.18263373523950577, "loss_rpn_cls": 0.007727255811914802, "loss_rpn_loc": 0.02773765381425619, "lr": 0.001, "rank_data_time": 0.005589383654296398, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.4158745459280908, "total_loss": 0.49160921084694564}
{"data_time": 0.006039672996848822, "eta_seconds": 3000.5559034645557, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.20565624999999998, "fast_rcnn/fg_cls_accuracy": 0.756953125, "iteration": 2799, "loss_box_reg": 0.34597525000572205, "loss_cls": 0.23118112236261368, "loss_rpn_cls": 0.010132535360753536, "loss_rpn_loc": 0.03219221159815788, "lr": 0.001, "rank_data_time": 0.006039672996848822, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4186721765436232, "total_loss": 0.6673985982779413}
{"data_time": 0.006418995093554258, "eta_seconds": 2991.9784420821816, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.22492218449349177, "fast_rcnn/fg_cls_accuracy": 0.6996245941558441, "iteration": 2819, "loss_box_reg": 0.26241010427474976, "loss_cls": 0.1981101930141449, "loss_rpn_cls": 0.008323755580931902, "loss_rpn_loc": 0.026327285915613174, "lr": 0.001, "rank_data_time": 0.006418995093554258, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.4159454423934221, "total_loss": 0.47890095389448106}
{"data_time": 0.005683487746864557, "eta_seconds": 2983.5471469536424, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.16817838246409675, "fast_rcnn/fg_cls_accuracy": 0.8318216175359032, "iteration": 2839, "loss_box_reg": 0.30190280079841614, "loss_cls": 0.14216803014278412, "loss_rpn_cls": 0.006452383706346154, "loss_rpn_loc": 0.028362058103084564, "lr": 0.001, "rank_data_time": 0.005683487746864557, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.4160060831345618, "total_loss": 0.46783079532906413}
{"data_time": 0.00559662189334631, "eta_seconds": 2975.0433977879584, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.23416347381864622, "fast_rcnn/fg_cls_accuracy": 0.733974358974359, "iteration": 2859, "loss_box_reg": 0.3806433379650116, "loss_cls": 0.2334892377257347, "loss_rpn_cls": 0.01243354007601738, "loss_rpn_loc": 0.03697966784238815, "lr": 0.001, "rank_data_time": 0.00559662189334631, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4149357760325074, "total_loss": 0.702510439325124}
{"data_time": 0.0057245828211307526, "eta_seconds": 2966.7965572327375, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.2109733371559633, "fast_rcnn/fg_cls_accuracy": 0.775390625, "iteration": 2879, "loss_box_reg": 0.3340159207582474, "loss_cls": 0.19196341186761856, "loss_rpn_cls": 0.007867677602916956, "loss_rpn_loc": 0.030385605990886688, "lr": 0.001, "rank_data_time": 0.0057245828211307526, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.417336989659816, "total_loss": 0.5941777033731341}
{"data_time": 0.005730087403208017, "eta_seconds": 2958.7523164227605, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11600185528756957, "fast_rcnn/fg_cls_accuracy": 0.8242665816326531, "iteration": 2899, "loss_box_reg": 0.268428236246109, "loss_cls": 0.13522371649742126, "loss_rpn_cls": 0.0045390797313302755, "loss_rpn_loc": 0.023216971196234226, "lr": 0.001, "rank_data_time": 0.005730087403208017, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.4165561944246292, "total_loss": 0.4521262657362968}
{"data_time": 0.005730910692363977, "eta_seconds": 2950.834475979209, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.18706043686942891, "fast_rcnn/fg_cls_accuracy": 0.783203125, "iteration": 2919, "loss_box_reg": 0.3872160166501999, "loss_cls": 0.22550774365663528, "loss_rpn_cls": 0.008541606366634369, "loss_rpn_loc": 0.043985823169350624, "lr": 0.001, "rank_data_time": 0.005730910692363977, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4188142423518002, "total_loss": 0.6680630978662521}
{"data_time": 0.005864918697625399, "eta_seconds": 2942.393665360287, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.1944247159090909, "fast_rcnn/fg_cls_accuracy": 0.763433908045977, "iteration": 2939, "loss_box_reg": 0.38154296576976776, "loss_cls": 0.238167904317379, "loss_rpn_cls": 0.01023473683744669, "loss_rpn_loc": 0.04112826846539974, "lr": 0.001, "rank_data_time": 0.005864918697625399, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.4178058095276356, "total_loss": 0.6948069948703051}
{"data_time": 0.006072740536183119, "eta_seconds": 2933.8673010468483, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2189670138888889, "fast_rcnn/fg_cls_accuracy": 0.7740885416666667, "iteration": 2959, "loss_box_reg": 0.3178073316812515, "loss_cls": 0.18949659168720245, "loss_rpn_cls": 0.013649778440594673, "loss_rpn_loc": 0.046144478023052216, "lr": 0.001, "rank_data_time": 0.006072740536183119, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41722619580104947, "total_loss": 0.5475879954174161}
{"data_time": 0.005959211848676205, "eta_seconds": 2925.970158856362, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.1911525974025974, "fast_rcnn/fg_cls_accuracy": 0.7743760146103896, "iteration": 2979, "loss_box_reg": 0.3496047556400299, "loss_cls": 0.183413065969944, "loss_rpn_cls": 0.010410693939775229, "loss_rpn_loc": 0.043311258777976036, "lr": 0.001, "rank_data_time": 0.005959211848676205, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.41776071209460497, "total_loss": 0.5714083286002278}
{"data_time": 0.005896278657019138, "eta_seconds": 2917.6693079061806, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.21814480633802819, "fast_rcnn/fg_cls_accuracy": 0.7511427683841476, "iteration": 2999, "loss_box_reg": 0.3186642527580261, "loss_cls": 0.1911398023366928, "loss_rpn_cls": 0.01121359458193183, "loss_rpn_loc": 0.033800721168518066, "lr": 0.001, "rank_data_time": 0.005896278657019138, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41675327625125647, "total_loss": 0.5574493915773928}
{"data_time": 0.005869322922080755, "eta_seconds": 2909.252433795482, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2057981768072928, "fast_rcnn/fg_cls_accuracy": 0.7753544968352878, "iteration": 3019, "loss_box_reg": 0.31377097964286804, "loss_cls": 0.16115335375070572, "loss_rpn_cls": 0.012215624563395977, "loss_rpn_loc": 0.025487244129180908, "lr": 0.001, "rank_data_time": 0.005869322922080755, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.4175796532072127, "total_loss": 0.5548228807747364}
{"data_time": 0.005581575911492109, "eta_seconds": 2900.5278998985887, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.22424776362157767, "fast_rcnn/fg_cls_accuracy": 0.76171875, "iteration": 3039, "loss_box_reg": 0.3291391581296921, "loss_cls": 0.21949049830436707, "loss_rpn_cls": 0.00944044440984726, "loss_rpn_loc": 0.027213933877646923, "lr": 0.001, "rank_data_time": 0.005581575911492109, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41491879615932703, "total_loss": 0.5742122665978968}
{"data_time": 0.005519597791135311, "eta_seconds": 2892.076207883656, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.1980345718503937, "fast_rcnn/fg_cls_accuracy": 0.7397212009803922, "iteration": 3059, "loss_box_reg": 0.36360716819763184, "loss_cls": 0.2053559646010399, "loss_rpn_cls": 0.013768460135906935, "loss_rpn_loc": 0.03409244120121002, "lr": 0.001, "rank_data_time": 0.005519597791135311, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4157493133097887, "total_loss": 0.6436495056841522}
{"data_time": 0.005771523341536522, "eta_seconds": 2883.804192300886, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.8206061070261438, "iteration": 3079, "loss_box_reg": 0.32251471281051636, "loss_cls": 0.2104645073413849, "loss_rpn_cls": 0.01193480147048831, "loss_rpn_loc": 0.03842031583189964, "lr": 0.001, "rank_data_time": 0.005771523341536522, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.41753279184922576, "total_loss": 0.5998712969012558}
{"data_time": 0.005344678182154894, "eta_seconds": 2875.050450442359, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.19174657181152696, "fast_rcnn/fg_cls_accuracy": 0.8026252618715084, "iteration": 3099, "loss_box_reg": 0.32528309524059296, "loss_cls": 0.18867100775241852, "loss_rpn_cls": 0.008091709576547146, "loss_rpn_loc": 0.04713491164147854, "lr": 0.001, "rank_data_time": 0.005344678182154894, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.41582915000617504, "total_loss": 0.5631020880537108}
{"data_time": 0.005660233553498983, "eta_seconds": 2866.9654152542353, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.19140625, "fast_rcnn/fg_cls_accuracy": 0.7942262414383562, "iteration": 3119, "loss_box_reg": 0.3085651397705078, "loss_cls": 0.1538739576935768, "loss_rpn_cls": 0.0077614919282495975, "loss_rpn_loc": 0.03462780732661486, "lr": 0.001, "rank_data_time": 0.005660233553498983, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.418524578679353, "total_loss": 0.5308370681013912}
{"data_time": 0.005605609156191349, "eta_seconds": 2858.738153614104, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.183935822740113, "fast_rcnn/fg_cls_accuracy": 0.7697937038672639, "iteration": 3139, "loss_box_reg": 0.2972625344991684, "loss_cls": 0.18469232320785522, "loss_rpn_cls": 0.008935671765357256, "loss_rpn_loc": 0.028652388602495193, "lr": 0.001, "rank_data_time": 0.005605609156191349, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41888480773195624, "total_loss": 0.5399517056066543}
{"data_time": 0.005919340532273054, "eta_seconds": 2850.05001174286, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.16381630777310924, "fast_rcnn/fg_cls_accuracy": 0.7818244485294117, "iteration": 3159, "loss_box_reg": 0.32694992423057556, "loss_cls": 0.20775235444307327, "loss_rpn_cls": 0.011080377735197544, "loss_rpn_loc": 0.03301825188100338, "lr": 0.001, "rank_data_time": 0.005919340532273054, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.41514387959614396, "total_loss": 0.6229875865392387}
{"data_time": 0.00563020771369338, "eta_seconds": 2841.5726933907717, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17416958041958042, "fast_rcnn/fg_cls_accuracy": 0.7979138962765957, "iteration": 3179, "loss_box_reg": 0.30736468732357025, "loss_cls": 0.1508648917078972, "loss_rpn_cls": 0.010609790682792664, "loss_rpn_loc": 0.032150283455848694, "lr": 0.001, "rank_data_time": 0.00563020771369338, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4150699325837195, "total_loss": 0.5342036071233451}
{"data_time": 0.005723134148865938, "eta_seconds": 2832.761545293033, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.1392780172413793, "fast_rcnn/fg_cls_accuracy": 0.7969882246376812, "iteration": 3199, "loss_box_reg": 0.30591924488544464, "loss_cls": 0.18476761132478714, "loss_rpn_cls": 0.00991469481959939, "loss_rpn_loc": 0.040039386600255966, "lr": 0.001, "rank_data_time": 0.005723134148865938, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.4157398818060756, "total_loss": 0.5402680207043886}
{"data_time": 0.005792205687612295, "eta_seconds": 2824.42989368923, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.205078125, "fast_rcnn/fg_cls_accuracy": 0.7699330891148326, "iteration": 3219, "loss_box_reg": 0.3431992381811142, "loss_cls": 0.22607697546482086, "loss_rpn_cls": 0.014635646250098944, "loss_rpn_loc": 0.03993744216859341, "lr": 0.001, "rank_data_time": 0.005792205687612295, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.41755587747320533, "total_loss": 0.6432247590273619}
{"data_time": 0.006133999675512314, "eta_seconds": 2815.987585000694, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.2449374222636816, "fast_rcnn/fg_cls_accuracy": 0.744140625, "iteration": 3239, "loss_box_reg": 0.3297864645719528, "loss_cls": 0.196355901658535, "loss_rpn_cls": 0.009273719973862171, "loss_rpn_loc": 0.0318466741591692, "lr": 0.001, "rank_data_time": 0.006133999675512314, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4163678358308971, "total_loss": 0.5975411026738584}
{"data_time": 0.005831963382661343, "eta_seconds": 2807.709779459983, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7986464389534884, "iteration": 3259, "loss_box_reg": 0.3515617251396179, "loss_cls": 0.19623084366321564, "loss_rpn_cls": 0.010493964422494173, "loss_rpn_loc": 0.03179126977920532, "lr": 0.001, "rank_data_time": 0.005831963382661343, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.416220685467124, "total_loss": 0.5958159379661083}
{"data_time": 0.006123624742031097, "eta_seconds": 2799.3433740735054, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.181796875, "fast_rcnn/fg_cls_accuracy": 0.7786370453693289, "iteration": 3279, "loss_box_reg": 0.3070184588432312, "loss_cls": 0.16944970190525055, "loss_rpn_cls": 0.01019971538335085, "loss_rpn_loc": 0.028394615277647972, "lr": 0.001, "rank_data_time": 0.006123624742031097, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.41537495190277696, "total_loss": 0.4945781952701509}
{"data_time": 0.006557579152286053, "eta_seconds": 2790.9936123527586, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2162149033323618, "fast_rcnn/fg_cls_accuracy": 0.7724308629634918, "iteration": 3299, "loss_box_reg": 0.3382464796304703, "loss_cls": 0.1945049986243248, "loss_rpn_cls": 0.00814474280923605, "loss_rpn_loc": 0.034988902509212494, "lr": 0.001, "rank_data_time": 0.006557579152286053, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.415595636703074, "total_loss": 0.6033587846904993}
{"data_time": 0.005817416124045849, "eta_seconds": 2782.712611705065, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.193359375, "fast_rcnn/fg_cls_accuracy": 0.800390625, "iteration": 3319, "loss_box_reg": 0.29163163900375366, "loss_cls": 0.16038426756858826, "loss_rpn_cls": 0.01659468188881874, "loss_rpn_loc": 0.042974408715963364, "lr": 0.001, "rank_data_time": 0.005817416124045849, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.41556510515511036, "total_loss": 0.5176713997498155}
{"data_time": 0.0061754025518894196, "eta_seconds": 2774.6396460291, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.216796875, "fast_rcnn/fg_cls_accuracy": 0.779296875, "iteration": 3339, "loss_box_reg": 0.359878733754158, "loss_cls": 0.2078726440668106, "loss_rpn_cls": 0.016926804557442665, "loss_rpn_loc": 0.05654103122651577, "lr": 0.001, "rank_data_time": 0.0061754025518894196, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.4177124942652881, "total_loss": 0.6620473926886916}
{"data_time": 0.0067144217900931835, "eta_seconds": 2766.3073948398232, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.21584821428571427, "fast_rcnn/fg_cls_accuracy": 0.7727716251158706, "iteration": 3359, "loss_box_reg": 0.32144978642463684, "loss_cls": 0.18326248973608017, "loss_rpn_cls": 0.012959374580532312, "loss_rpn_loc": 0.03012560773640871, "lr": 0.001, "rank_data_time": 0.0067144217900931835, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.41536985663697124, "total_loss": 0.5139499879442155}
{"data_time": 0.0059270975179970264, "eta_seconds": 2758.087756950408, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.20555179989859726, "fast_rcnn/fg_cls_accuracy": 0.7536654537671232, "iteration": 3379, "loss_box_reg": 0.3507603704929352, "loss_cls": 0.20831720530986786, "loss_rpn_cls": 0.009624748956412077, "loss_rpn_loc": 0.026825133711099625, "lr": 0.001, "rank_data_time": 0.0059270975179970264, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4165186006575823, "total_loss": 0.6130485069006681}
{"data_time": 0.006041497457772493, "eta_seconds": 2749.891118891537, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1722465581977472, "fast_rcnn/fg_cls_accuracy": 0.7852328431372548, "iteration": 3399, "loss_box_reg": 0.2871565520763397, "loss_cls": 0.1617542803287506, "loss_rpn_cls": 0.014726186636835337, "loss_rpn_loc": 0.030995309352874756, "lr": 0.001, "rank_data_time": 0.006041497457772493, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41634418722242117, "total_loss": 0.505292956251651}
{"data_time": 0.005809676833450794, "eta_seconds": 2741.7147773783654, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1652309634279476, "fast_rcnn/fg_cls_accuracy": 0.7984771573604061, "iteration": 3419, "loss_box_reg": 0.27375201880931854, "loss_cls": 0.15260988473892212, "loss_rpn_cls": 0.011296435724943876, "loss_rpn_loc": 0.03059268929064274, "lr": 0.001, "rank_data_time": 0.005809676833450794, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41618010541424155, "total_loss": 0.5130535131320357}
{"data_time": 0.005946172401309013, "eta_seconds": 2733.5633082687855, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.17513020833333331, "fast_rcnn/fg_cls_accuracy": 0.794921875, "iteration": 3439, "loss_box_reg": 0.3080595135688782, "loss_cls": 0.17862997949123383, "loss_rpn_cls": 0.00767924333922565, "loss_rpn_loc": 0.04509538225829601, "lr": 0.001, "rank_data_time": 0.005946172401309013, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4161866339854896, "total_loss": 0.5480300828348845}
{"data_time": 0.005669072270393372, "eta_seconds": 2724.989611040801, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1510165139343683, "fast_rcnn/fg_cls_accuracy": 0.7687098422897196, "iteration": 3459, "loss_box_reg": 0.3022613525390625, "loss_cls": 0.18012464046478271, "loss_rpn_cls": 0.011747897136956453, "loss_rpn_loc": 0.03855754807591438, "lr": 0.001, "rank_data_time": 0.005669072270393372, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.41640636371448636, "total_loss": 0.5419389484450221}
{"data_time": 0.006427181884646416, "eta_seconds": 2716.5185368061066, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2006408410138249, "fast_rcnn/fg_cls_accuracy": 0.7731753355704698, "iteration": 3479, "loss_box_reg": 0.3123489022254944, "loss_cls": 0.17380131036043167, "loss_rpn_cls": 0.006496629677712917, "loss_rpn_loc": 0.028071319684386253, "lr": 0.001, "rank_data_time": 0.006427181884646416, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.4167352761141956, "total_loss": 0.5475933122215793}
{"data_time": 0.005752608645707369, "eta_seconds": 2708.2784776575863, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.20703125, "fast_rcnn/fg_cls_accuracy": 0.7627275068681318, "iteration": 3499, "loss_box_reg": 0.33972229063510895, "loss_cls": 0.1951219141483307, "loss_rpn_cls": 0.007472485303878784, "loss_rpn_loc": 0.04138184152543545, "lr": 0.001, "rank_data_time": 0.005752608645707369, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.41813137335702777, "total_loss": 0.5906407684087753}
{"data_time": 0.005799122620373964, "eta_seconds": 2699.8767679184675, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.1509722049108812, "fast_rcnn/fg_cls_accuracy": 0.8085347118418867, "iteration": 3519, "loss_box_reg": 0.3007933497428894, "loss_cls": 0.18661879003047943, "loss_rpn_cls": 0.00808534910902381, "loss_rpn_loc": 0.029956952668726444, "lr": 0.001, "rank_data_time": 0.005799122620373964, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41675141267478466, "total_loss": 0.5521810972131789}
{"data_time": 0.005757576785981655, "eta_seconds": 2691.502879727632, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14528245192307693, "fast_rcnn/fg_cls_accuracy": 0.8021964662019776, "iteration": 3539, "loss_box_reg": 0.2824830263853073, "loss_cls": 0.1476239562034607, "loss_rpn_cls": 0.008012859150767326, "loss_rpn_loc": 0.026665949262678623, "lr": 0.001, "rank_data_time": 0.005757576785981655, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.41637115459889174, "total_loss": 0.46497864346019924}
{"data_time": 0.0056353406980633736, "eta_seconds": 2682.9856866411865, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.19140625, "fast_rcnn/fg_cls_accuracy": 0.7746367872807017, "iteration": 3559, "loss_box_reg": 0.281013622879982, "loss_cls": 0.1944066658616066, "loss_rpn_cls": 0.01024028193205595, "loss_rpn_loc": 0.027455505914986134, "lr": 0.001, "rank_data_time": 0.0056353406980633736, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4154304708354175, "total_loss": 0.4984632283449173}
{"data_time": 0.006162560544908047, "eta_seconds": 2674.2113748472184, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.20698897456709958, "fast_rcnn/fg_cls_accuracy": 0.764745670995671, "iteration": 3579, "loss_box_reg": 0.3471686393022537, "loss_cls": 0.19761957228183746, "loss_rpn_cls": 0.009985966142266989, "loss_rpn_loc": 0.03999789245426655, "lr": 0.001, "rank_data_time": 0.006162560544908047, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.41504613449797034, "total_loss": 0.5949052666546777}
{"data_time": 0.005756107624620199, "eta_seconds": 2666.023749113083, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1751918158567775, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 3599, "loss_box_reg": 0.2800610661506653, "loss_cls": 0.16802191734313965, "loss_rpn_cls": 0.0072068581357598305, "loss_rpn_loc": 0.029017685912549496, "lr": 0.001, "rank_data_time": 0.005756107624620199, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.41594709921628237, "total_loss": 0.46833068365231156}
{"data_time": 0.005816836375743151, "eta_seconds": 2657.8438377846032, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.21761532738095238, "fast_rcnn/fg_cls_accuracy": 0.763671875, "iteration": 3619, "loss_box_reg": 0.3620646595954895, "loss_cls": 0.2057582587003708, "loss_rpn_cls": 0.011128326877951622, "loss_rpn_loc": 0.043165894225239754, "lr": 0.001, "rank_data_time": 0.005816836375743151, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.41778250178322196, "total_loss": 0.6329232431016862}
{"data_time": 0.006101637147367001, "eta_seconds": 2649.8790499940515, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.18932935493037795, "fast_rcnn/fg_cls_accuracy": 0.775910900183711, "iteration": 3639, "loss_box_reg": 0.27087633311748505, "loss_cls": 0.15886352956295013, "loss_rpn_cls": 0.00973098399117589, "loss_rpn_loc": 0.029947415925562382, "lr": 0.001, "rank_data_time": 0.006101637147367001, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.4193049371242523, "total_loss": 0.4749243212863803}
{"data_time": 0.005869617685675621, "eta_seconds": 2641.5226262807846, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14998524279935416, "fast_rcnn/fg_cls_accuracy": 0.8168397790055248, "iteration": 3659, "loss_box_reg": 0.2957654595375061, "loss_cls": 0.16934999078512192, "loss_rpn_cls": 0.007033515255898237, "loss_rpn_loc": 0.02781412098556757, "lr": 0.001, "rank_data_time": 0.005869617685675621, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.41727579245343804, "total_loss": 0.4793054614565335}
{"data_time": 0.005962034221738577, "eta_seconds": 2633.1730959564447, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.8059362192622951, "iteration": 3679, "loss_box_reg": 0.3070264160633087, "loss_cls": 0.1574191004037857, "loss_rpn_cls": 0.008863443043082952, "loss_rpn_loc": 0.038647113367915154, "lr": 0.001, "rank_data_time": 0.005962034221738577, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.41602758364751935, "total_loss": 0.5367121254093945}
{"data_time": 0.005659963469952345, "eta_seconds": 2624.918566318229, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16544504915730338, "fast_rcnn/fg_cls_accuracy": 0.7985944976076556, "iteration": 3699, "loss_box_reg": 0.3107991963624954, "loss_cls": 0.17232590168714523, "loss_rpn_cls": 0.009432680904865265, "loss_rpn_loc": 0.0334043875336647, "lr": 0.001, "rank_data_time": 0.005659963469952345, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.41787453554570675, "total_loss": 0.5239221872761846}
{"data_time": 0.005781641695648432, "eta_seconds": 2616.4419788867235, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1824095718503937, "fast_rcnn/fg_cls_accuracy": 0.8078248031496063, "iteration": 3719, "loss_box_reg": 0.3357430547475815, "loss_cls": 0.1644526645541191, "loss_rpn_cls": 0.014981985092163086, "loss_rpn_loc": 0.03297946695238352, "lr": 0.001, "rank_data_time": 0.005781641695648432, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.41696379287168384, "total_loss": 0.55818533571437}
{"data_time": 0.0059179700911045074, "eta_seconds": 2608.1911104917526, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.22086148648648649, "fast_rcnn/fg_cls_accuracy": 0.7740426936619718, "iteration": 3739, "loss_box_reg": 0.33476056158542633, "loss_cls": 0.16263145953416824, "loss_rpn_cls": 0.008635665057227015, "loss_rpn_loc": 0.038873402401804924, "lr": 0.001, "rank_data_time": 0.0059179700911045074, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.41713103000074625, "total_loss": 0.5571396399755031}
{"data_time": 0.0057939705438911915, "eta_seconds": 2599.8813320696354, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.16082303478150084, "fast_rcnn/fg_cls_accuracy": 0.8004993556701031, "iteration": 3759, "loss_box_reg": 0.28478699922561646, "loss_cls": 0.16477090865373611, "loss_rpn_cls": 0.009403872769325972, "loss_rpn_loc": 0.02682335674762726, "lr": 0.001, "rank_data_time": 0.0057939705438911915, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41678333654999733, "total_loss": 0.5001197938108817}
{"data_time": 0.005933635868132114, "eta_seconds": 2591.6567860357463, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.16731770833333331, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 3779, "loss_box_reg": 0.22508974373340607, "loss_cls": 0.16692470014095306, "loss_rpn_cls": 0.006945265457034111, "loss_rpn_loc": 0.025115124881267548, "lr": 0.001, "rank_data_time": 0.005933635868132114, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.416988018900156, "total_loss": 0.44311272259801626}
{"data_time": 0.005941436160355806, "eta_seconds": 2583.2363402470946, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.16403162055335968, "fast_rcnn/fg_cls_accuracy": 0.818840579710145, "iteration": 3799, "loss_box_reg": 0.2932713031768799, "loss_cls": 0.16321758925914764, "loss_rpn_cls": 0.009059148374944925, "loss_rpn_loc": 0.02882585395127535, "lr": 0.001, "rank_data_time": 0.005941436160355806, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4182504741474986, "total_loss": 0.4935133773833513}
{"data_time": 0.0059592160396277905, "eta_seconds": 2574.9033197946846, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14508489173228345, "fast_rcnn/fg_cls_accuracy": 0.844390172182834, "iteration": 3819, "loss_box_reg": 0.30119840800762177, "loss_cls": 0.14242078363895416, "loss_rpn_cls": 0.010987155139446259, "loss_rpn_loc": 0.029830168932676315, "lr": 0.001, "rank_data_time": 0.0059592160396277905, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4155394956469536, "total_loss": 0.4819229692220688}
{"data_time": 0.005905235651880503, "eta_seconds": 2566.372693069279, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1385585003232062, "fast_rcnn/fg_cls_accuracy": 0.8323387632978723, "iteration": 3839, "loss_box_reg": 0.35589925944805145, "loss_cls": 0.15797049552202225, "loss_rpn_cls": 0.016921391710639, "loss_rpn_loc": 0.03807998634874821, "lr": 0.001, "rank_data_time": 0.005905235651880503, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.41574594052508473, "total_loss": 0.6020882911980152}
{"data_time": 0.005952141713351011, "eta_seconds": 2558.4098663832992, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.17395833333333333, "fast_rcnn/fg_cls_accuracy": 0.7751683180894309, "iteration": 3859, "loss_box_reg": 0.2916572093963623, "loss_cls": 0.1691301390528679, "loss_rpn_cls": 0.01091810641810298, "loss_rpn_loc": 0.029689889401197433, "lr": 0.001, "rank_data_time": 0.005952141713351011, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.4172887522727251, "total_loss": 0.49020400107838213}
{"data_time": 0.005870737135410309, "eta_seconds": 2549.920892994851, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.18931193231305213, "fast_rcnn/fg_cls_accuracy": 0.7960278614457832, "iteration": 3879, "loss_box_reg": 0.29686687886714935, "loss_cls": 0.1835845485329628, "loss_rpn_cls": 0.008498579263687134, "loss_rpn_loc": 0.02518230490386486, "lr": 0.001, "rank_data_time": 0.005870737135410309, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4164160965010524, "total_loss": 0.5301543311215937}
{"data_time": 0.005942595656961203, "eta_seconds": 2541.8726896401495, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.1904810855263158, "fast_rcnn/fg_cls_accuracy": 0.7569550304878049, "iteration": 3899, "loss_box_reg": 0.29171836376190186, "loss_cls": 0.19006255269050598, "loss_rpn_cls": 0.011927115265280008, "loss_rpn_loc": 0.03517206013202667, "lr": 0.001, "rank_data_time": 0.005942595656961203, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.418362507596612, "total_loss": 0.527177358046174}
{"data_time": 0.00565584609284997, "eta_seconds": 2533.2547433674335, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.18581345873922295, "fast_rcnn/fg_cls_accuracy": 0.7664179104477612, "iteration": 3919, "loss_box_reg": 0.30068784952163696, "loss_cls": 0.18227920681238174, "loss_rpn_cls": 0.014161719009280205, "loss_rpn_loc": 0.028470228426158428, "lr": 0.001, "rank_data_time": 0.00565584609284997, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4158341926522553, "total_loss": 0.5226565198972821}
{"data_time": 0.0055909366346895695, "eta_seconds": 2524.6981621999294, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.23080717104134502, "fast_rcnn/fg_cls_accuracy": 0.7469308035714286, "iteration": 3939, "loss_box_reg": 0.3100499212741852, "loss_cls": 0.18862974643707275, "loss_rpn_cls": 0.008044030051678419, "loss_rpn_loc": 0.033491116017103195, "lr": 0.001, "rank_data_time": 0.0055909366346895695, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.41555704502388835, "total_loss": 0.546925715636462}
{"data_time": 0.005800609942525625, "eta_seconds": 2516.5294420719147, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.18256997455470736, "fast_rcnn/fg_cls_accuracy": 0.7836791742823352, "iteration": 3959, "loss_box_reg": 0.2661500573158264, "loss_cls": 0.14006686210632324, "loss_rpn_cls": 0.005899620708078146, "loss_rpn_loc": 0.023332472890615463, "lr": 0.001, "rank_data_time": 0.005800609942525625, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.41834990913048387, "total_loss": 0.42832084430847317}
{"data_time": 0.006042432505637407, "eta_seconds": 2507.918326277286, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.1579861111111111, "fast_rcnn/fg_cls_accuracy": 0.799318383097166, "iteration": 3979, "loss_box_reg": 0.31978146731853485, "loss_cls": 0.18295342475175858, "loss_rpn_cls": 0.013592754490673542, "loss_rpn_loc": 0.03491762652993202, "lr": 0.001, "rank_data_time": 0.006042432505637407, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41631156392395496, "total_loss": 0.5530737396329641}
{"data_time": 0.005666551645845175, "eta_seconds": 2499.6874015778303, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.20870535714285715, "fast_rcnn/fg_cls_accuracy": 0.7783432365023475, "iteration": 3999, "loss_box_reg": 0.3610657900571823, "loss_cls": 0.20287729799747467, "loss_rpn_cls": 0.010480333585292101, "loss_rpn_loc": 0.03327886946499348, "lr": 0.001, "rank_data_time": 0.005666551645845175, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.41849324526265264, "total_loss": 0.6075177672319114}
{"data_time": 0.005929228384047747, "eta_seconds": 2491.6309191286564, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2199155524278677, "fast_rcnn/fg_cls_accuracy": 0.740234375, "iteration": 4019, "loss_box_reg": 0.3071846216917038, "loss_cls": 0.18645384162664413, "loss_rpn_cls": 0.00990650407038629, "loss_rpn_loc": 0.03788067772984505, "lr": 0.001, "rank_data_time": 0.005929228384047747, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.42054147040471435, "total_loss": 0.5175054729916155}
{"data_time": 0.006066265981644392, "eta_seconds": 2484.246031139046, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.22016697303921567, "fast_rcnn/fg_cls_accuracy": 0.7651075053418803, "iteration": 4039, "loss_box_reg": 0.3329582065343857, "loss_cls": 0.2115357145667076, "loss_rpn_cls": 0.010601947084069252, "loss_rpn_loc": 0.03199544921517372, "lr": 0.001, "rank_data_time": 0.006066265981644392, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.42044538306072354, "total_loss": 0.5869928547181189}
{"data_time": 0.005793911404907703, "eta_seconds": 2476.325944410637, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.1866703539823009, "fast_rcnn/fg_cls_accuracy": 0.7871007709251101, "iteration": 4059, "loss_box_reg": 0.31432580947875977, "loss_cls": 0.19560089707374573, "loss_rpn_cls": 0.006984570994973183, "loss_rpn_loc": 0.0376852061599493, "lr": 0.001, "rank_data_time": 0.005793911404907703, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.41826739301905036, "total_loss": 0.5640950980596244}
{"data_time": 0.005805241409689188, "eta_seconds": 2467.9881466180086, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1796875, "fast_rcnn/fg_cls_accuracy": 0.7936480978260869, "iteration": 4079, "loss_box_reg": 0.25413868576288223, "loss_cls": 0.15182264149188995, "loss_rpn_cls": 0.007786968955770135, "loss_rpn_loc": 0.01830284111201763, "lr": 0.001, "rank_data_time": 0.005805241409689188, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.4179271273314953, "total_loss": 0.4557587234885432}
{"data_time": 0.005978426896035671, "eta_seconds": 2460.0428206380457, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.20271119020203077, "fast_rcnn/fg_cls_accuracy": 0.7717997768212976, "iteration": 4099, "loss_box_reg": 0.3256172239780426, "loss_cls": 0.16272924095392227, "loss_rpn_cls": 0.009245232213288546, "loss_rpn_loc": 0.027208845131099224, "lr": 0.001, "rank_data_time": 0.005978426896035671, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.41917665395885706, "total_loss": 0.5263231119606644}
{"data_time": 0.00581021374091506, "eta_seconds": 2451.543952357024, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18195003094059406, "fast_rcnn/fg_cls_accuracy": 0.8046875, "iteration": 4119, "loss_box_reg": 0.2895243912935257, "loss_cls": 0.1623569056391716, "loss_rpn_cls": 0.009259580634534359, "loss_rpn_loc": 0.030622433871030807, "lr": 0.001, "rank_data_time": 0.00581021374091506, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.4168444820679724, "total_loss": 0.4842746404465288}
{"data_time": 0.005485082510858774, "eta_seconds": 2442.9747532401234, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.19065020576131686, "fast_rcnn/fg_cls_accuracy": 0.7875353652263375, "iteration": 4139, "loss_box_reg": 0.28855739533901215, "loss_cls": 0.18903882056474686, "loss_rpn_cls": 0.009766426868736744, "loss_rpn_loc": 0.029370415024459362, "lr": 0.001, "rank_data_time": 0.005485082510858774, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4182778070680797, "total_loss": 0.5445956662297249}
{"data_time": 0.005725692957639694, "eta_seconds": 2435.0254360213876, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2259394171779141, "fast_rcnn/fg_cls_accuracy": 0.7477543016194332, "iteration": 4159, "loss_box_reg": 0.3302210122346878, "loss_cls": 0.19167281687259674, "loss_rpn_cls": 0.00962658366188407, "loss_rpn_loc": 0.036201994866132736, "lr": 0.001, "rank_data_time": 0.005725692957639694, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.41789956064894795, "total_loss": 0.5677663087844849}
{"data_time": 0.005441751331090927, "eta_seconds": 2426.743684373796, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.1802392302259887, "fast_rcnn/fg_cls_accuracy": 0.7853609443231442, "iteration": 4179, "loss_box_reg": 0.30268946290016174, "loss_cls": 0.19803543388843536, "loss_rpn_cls": 0.005676500964909792, "loss_rpn_loc": 0.02609547134488821, "lr": 0.001, "rank_data_time": 0.005441751331090927, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41610773326829076, "total_loss": 0.5142505231779069}
{"data_time": 0.006014931946992874, "eta_seconds": 2418.6198046430945, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.20071861814345993, "fast_rcnn/fg_cls_accuracy": 0.7947789634146342, "iteration": 4199, "loss_box_reg": 0.3206711411476135, "loss_cls": 0.21370069682598114, "loss_rpn_cls": 0.009437424130737782, "loss_rpn_loc": 0.03071708418428898, "lr": 0.001, "rank_data_time": 0.006014931946992874, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4172866679728031, "total_loss": 0.620265387929976}
{"data_time": 0.005759022198617458, "eta_seconds": 2410.092325657606, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.20600694444444445, "fast_rcnn/fg_cls_accuracy": 0.7835246270576132, "iteration": 4219, "loss_box_reg": 0.25498420000076294, "loss_cls": 0.17142045497894287, "loss_rpn_cls": 0.007151068188250065, "loss_rpn_loc": 0.030277464538812637, "lr": 0.001, "rank_data_time": 0.005759022198617458, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4165025376714766, "total_loss": 0.5189054207876325}
{"data_time": 0.0057954201474785805, "eta_seconds": 2401.954814493656, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1670923797360579, "fast_rcnn/fg_cls_accuracy": 0.8069452286843591, "iteration": 4239, "loss_box_reg": 0.2726064920425415, "loss_cls": 0.1778257116675377, "loss_rpn_cls": 0.009728294797241688, "loss_rpn_loc": 0.030472123064100742, "lr": 0.001, "rank_data_time": 0.0057954201474785805, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41819286393001676, "total_loss": 0.5014955792576075}
{"data_time": 0.006031792610883713, "eta_seconds": 2393.737919451669, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.20338295990566038, "fast_rcnn/fg_cls_accuracy": 0.7966170400943396, "iteration": 4259, "loss_box_reg": 0.2809980660676956, "loss_cls": 0.19380174577236176, "loss_rpn_cls": 0.011045445688068867, "loss_rpn_loc": 0.034759387373924255, "lr": 0.001, "rank_data_time": 0.006031792610883713, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.4181823655962944, "total_loss": 0.5141940331086516}
{"data_time": 0.005861537531018257, "eta_seconds": 2385.694409273565, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1799982704946385, "fast_rcnn/fg_cls_accuracy": 0.804122340425532, "iteration": 4279, "loss_box_reg": 0.2345292940735817, "loss_cls": 0.15648819506168365, "loss_rpn_cls": 0.014313907828181982, "loss_rpn_loc": 0.022671809419989586, "lr": 0.001, "rank_data_time": 0.005861537531018257, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41772175347432494, "total_loss": 0.44515584502369165}
{"data_time": 0.006654226686805487, "eta_seconds": 2377.532803779468, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1430824530516432, "fast_rcnn/fg_cls_accuracy": 0.8337516191709844, "iteration": 4299, "loss_box_reg": 0.2802027612924576, "loss_cls": 0.17326829582452774, "loss_rpn_cls": 0.01064747478812933, "loss_rpn_loc": 0.028975065797567368, "lr": 0.001, "rank_data_time": 0.006654226686805487, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.41733619291335344, "total_loss": 0.5151327303610742}
{"data_time": 0.006024133414030075, "eta_seconds": 2369.563532806933, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1297651276798127, "fast_rcnn/fg_cls_accuracy": 0.8179325585202161, "iteration": 4319, "loss_box_reg": 0.24816302955150604, "loss_cls": 0.14531850814819336, "loss_rpn_cls": 0.010842344723641872, "loss_rpn_loc": 0.028804644010961056, "lr": 0.001, "rank_data_time": 0.006024133414030075, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.41845912858843803, "total_loss": 0.43859831569716334}
{"data_time": 0.005871675442904234, "eta_seconds": 2361.3816036842763, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.8015350877192982, "iteration": 4339, "loss_box_reg": 0.24627350270748138, "loss_cls": 0.1827799379825592, "loss_rpn_cls": 0.01251543452963233, "loss_rpn_loc": 0.033738553524017334, "lr": 0.001, "rank_data_time": 0.005871675442904234, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4187748823314905, "total_loss": 0.4877393548376858}
{"data_time": 0.00605571735650301, "eta_seconds": 2353.155397642404, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1633522727272727, "fast_rcnn/fg_cls_accuracy": 0.8353365384615384, "iteration": 4359, "loss_box_reg": 0.29119138419628143, "loss_cls": 0.17433622479438782, "loss_rpn_cls": 0.016692298464477062, "loss_rpn_loc": 0.033640990033745766, "lr": 0.001, "rank_data_time": 0.00605571735650301, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.41786019317805767, "total_loss": 0.5192819526419044}
{"data_time": 0.005839592311531305, "eta_seconds": 2345.2609442081302, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.18885869565217392, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 4379, "loss_box_reg": 0.3177596479654312, "loss_cls": 0.20533382147550583, "loss_rpn_cls": 0.01122760958969593, "loss_rpn_loc": 0.045639123767614365, "lr": 0.001, "rank_data_time": 0.005839592311531305, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.41795340180397034, "total_loss": 0.6204369268380105}
{"data_time": 0.006769830826669931, "eta_seconds": 2337.3881570994854, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1501344774590164, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 4399, "loss_box_reg": 0.2906360924243927, "loss_cls": 0.1546013057231903, "loss_rpn_cls": 0.00650450331158936, "loss_rpn_loc": 0.028319653123617172, "lr": 0.001, "rank_data_time": 0.006769830826669931, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4186669089831412, "total_loss": 0.49727605865336955}
{"data_time": 0.0058975317515432835, "eta_seconds": 2329.1013888269663, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.15902140672782875, "fast_rcnn/fg_cls_accuracy": 0.8341194968553459, "iteration": 4419, "loss_box_reg": 0.29686905443668365, "loss_cls": 0.18004434555768967, "loss_rpn_cls": 0.008768988773226738, "loss_rpn_loc": 0.03307098336517811, "lr": 0.001, "rank_data_time": 0.0058975317515432835, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.41723837330937386, "total_loss": 0.5457828138023615}
{"data_time": 0.006144640035927296, "eta_seconds": 2321.0191601514816, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.8073799435028248, "iteration": 4439, "loss_box_reg": 0.2924072742462158, "loss_cls": 0.176908977329731, "loss_rpn_cls": 0.008296576794236898, "loss_rpn_loc": 0.03522110357880592, "lr": 0.001, "rank_data_time": 0.006144640035927296, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.41838386841118336, "total_loss": 0.5462560285814106}
{"data_time": 0.005820147693157196, "eta_seconds": 2313.0019614938647, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1885653409090909, "fast_rcnn/fg_cls_accuracy": 0.7726444128787879, "iteration": 4459, "loss_box_reg": 0.3095470666885376, "loss_cls": 0.19090118259191513, "loss_rpn_cls": 0.010544322896748781, "loss_rpn_loc": 0.031260792165994644, "lr": 0.001, "rank_data_time": 0.005820147693157196, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.4184581860899925, "total_loss": 0.5655878834659234}
{"data_time": 0.005603109020739794, "eta_seconds": 2305.1149793341756, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1556434108527132, "fast_rcnn/fg_cls_accuracy": 0.8299344262295082, "iteration": 4479, "loss_box_reg": 0.2990119159221649, "loss_cls": 0.1634015366435051, "loss_rpn_cls": 0.005910690175369382, "loss_rpn_loc": 0.03931726515293121, "lr": 0.001, "rank_data_time": 0.005603109020739794, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.42018256476148963, "total_loss": 0.5235012350603938}
{"data_time": 0.005695912521332502, "eta_seconds": 2296.879278961569, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.205078125, "fast_rcnn/fg_cls_accuracy": 0.7879957329317269, "iteration": 4499, "loss_box_reg": 0.3420976549386978, "loss_cls": 0.18635018169879913, "loss_rpn_cls": 0.011682836338877678, "loss_rpn_loc": 0.03850075230002403, "lr": 0.001, "rank_data_time": 0.005695912521332502, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41978093748912215, "total_loss": 0.5796012750361115}
{"data_time": 0.00577676622197032, "eta_seconds": 2288.446225449443, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.18048423201000724, "fast_rcnn/fg_cls_accuracy": 0.8028036315879632, "iteration": 4519, "loss_box_reg": 0.28510910272598267, "loss_cls": 0.17544113844633102, "loss_rpn_cls": 0.005932407919317484, "loss_rpn_loc": 0.023927699774503708, "lr": 0.001, "rank_data_time": 0.00577676622197032, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41613827692344785, "total_loss": 0.5075737105216831}
{"data_time": 0.005966369062662125, "eta_seconds": 2280.399605249986, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.17807904411764708, "fast_rcnn/fg_cls_accuracy": 0.7916736753574433, "iteration": 4539, "loss_box_reg": 0.2961428314447403, "loss_cls": 0.18686093389987946, "loss_rpn_cls": 0.010598320048302412, "loss_rpn_loc": 0.02856070827692747, "lr": 0.001, "rank_data_time": 0.005966369062662125, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4184350264258683, "total_loss": 0.51667386200279}
{"data_time": 0.005971419624984264, "eta_seconds": 2272.2276699543, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1571911721141503, "fast_rcnn/fg_cls_accuracy": 0.8244318181818182, "iteration": 4559, "loss_box_reg": 0.2759837508201599, "loss_cls": 0.14711139351129532, "loss_rpn_cls": 0.004776915302500129, "loss_rpn_loc": 0.02512780949473381, "lr": 0.001, "rank_data_time": 0.005971419624984264, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.41746883234009147, "total_loss": 0.4588780372287147}
{"data_time": 0.005969046615064144, "eta_seconds": 2264.175596870482, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.199560822740113, "fast_rcnn/fg_cls_accuracy": 0.747, "iteration": 4579, "loss_box_reg": 0.313429519534111, "loss_cls": 0.2254834845662117, "loss_rpn_cls": 0.008302532136440277, "loss_rpn_loc": 0.036381788551807404, "lr": 0.001, "rank_data_time": 0.005969046615064144, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.41798819275572896, "total_loss": 0.5724104875698686}
{"data_time": 0.005933043546974659, "eta_seconds": 2256.1125037260354, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.23046875, "fast_rcnn/fg_cls_accuracy": 0.751953125, "iteration": 4599, "loss_box_reg": 0.36883772909641266, "loss_cls": 0.23185399174690247, "loss_rpn_cls": 0.006347262999042869, "loss_rpn_loc": 0.040990155190229416, "lr": 0.001, "rank_data_time": 0.005933043546974659, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.41915332805365324, "total_loss": 0.6531462122220546}
{"data_time": 0.0057974690571427345, "eta_seconds": 2247.756531490013, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.144396241359447, "fast_rcnn/fg_cls_accuracy": 0.8466150673422104, "iteration": 4619, "loss_box_reg": 0.3164866864681244, "loss_cls": 0.17734463512897491, "loss_rpn_cls": 0.008011301513761282, "loss_rpn_loc": 0.03362986259162426, "lr": 0.001, "rank_data_time": 0.0057974690571427345, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41757131833583117, "total_loss": 0.551221034489572}
{"data_time": 0.005972324870526791, "eta_seconds": 2239.226377271116, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7927609707446808, "iteration": 4639, "loss_box_reg": 0.3316637873649597, "loss_cls": 0.17736884206533432, "loss_rpn_cls": 0.008340498432517052, "loss_rpn_loc": 0.03335946053266525, "lr": 0.001, "rank_data_time": 0.005972324870526791, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.417684530839324, "total_loss": 0.563344169408083}
{"data_time": 0.005864324048161507, "eta_seconds": 2231.0445870179683, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7813353825136612, "iteration": 4659, "loss_box_reg": 0.2740405201911926, "loss_cls": 0.1659686267375946, "loss_rpn_cls": 0.0072265006601810455, "loss_rpn_loc": 0.03399992547929287, "lr": 0.001, "rank_data_time": 0.005864324048161507, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.41839092364534736, "total_loss": 0.48507938673719764}
{"data_time": 0.005776268430054188, "eta_seconds": 2222.776249907911, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.7578125, "iteration": 4679, "loss_box_reg": 0.30554884672164917, "loss_cls": 0.1836174950003624, "loss_rpn_cls": 0.010935571510344744, "loss_rpn_loc": 0.033200088888406754, "lr": 0.001, "rank_data_time": 0.005776268430054188, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4180809115059674, "total_loss": 0.5911932000890374}
{"data_time": 0.005971977952867746, "eta_seconds": 2214.5134140271693, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.23715811965811967, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 4699, "loss_box_reg": 0.3645409345626831, "loss_cls": 0.24852290749549866, "loss_rpn_cls": 0.008670785464346409, "loss_rpn_loc": 0.046778976917266846, "lr": 0.001, "rank_data_time": 0.005971977952867746, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.41983142122626305, "total_loss": 0.6773883337154984}
{"data_time": 0.006033893208950758, "eta_seconds": 2206.1432737112045, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.18440860215053761, "fast_rcnn/fg_cls_accuracy": 0.7616883905440415, "iteration": 4719, "loss_box_reg": 0.3180190473794937, "loss_cls": 0.16985797137022018, "loss_rpn_cls": 0.006233216263353825, "loss_rpn_loc": 0.025456332601606846, "lr": 0.001, "rank_data_time": 0.006033893208950758, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.41739483503624797, "total_loss": 0.5226508935447782}
{"data_time": 0.005823609419167042, "eta_seconds": 2197.6756278332323, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.1889191771582734, "fast_rcnn/fg_cls_accuracy": 0.7963432591623036, "iteration": 4739, "loss_box_reg": 0.2982189655303955, "loss_cls": 0.20464260131120682, "loss_rpn_cls": 0.007717577740550041, "loss_rpn_loc": 0.02813412807881832, "lr": 0.001, "rank_data_time": 0.005823609419167042, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.4158679535612464, "total_loss": 0.5366935518104583}
{"data_time": 0.00594040472060442, "eta_seconds": 2189.4300670921803, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16581270292207792, "fast_rcnn/fg_cls_accuracy": 0.8068959354575164, "iteration": 4759, "loss_box_reg": 0.2670043706893921, "loss_cls": 0.18171478807926178, "loss_rpn_cls": 0.008555307518690825, "loss_rpn_loc": 0.025834260508418083, "lr": 0.001, "rank_data_time": 0.00594040472060442, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.4179503293707967, "total_loss": 0.4907337473705411}
{"data_time": 0.005946236662566662, "eta_seconds": 2181.2003538943827, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 4779, "loss_box_reg": 0.2888478636741638, "loss_cls": 0.2117660865187645, "loss_rpn_cls": 0.0070222073700279, "loss_rpn_loc": 0.03228531125932932, "lr": 0.001, "rank_data_time": 0.005946236662566662, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.4179401067085564, "total_loss": 0.5065577595960349}
{"data_time": 0.006175847724080086, "eta_seconds": 2172.84326441586, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.19459502551020408, "fast_rcnn/fg_cls_accuracy": 0.7916193181818182, "iteration": 4799, "loss_box_reg": 0.30974361300468445, "loss_cls": 0.19033616036176682, "loss_rpn_cls": 0.011780597735196352, "loss_rpn_loc": 0.029821316711604595, "lr": 0.001, "rank_data_time": 0.006175847724080086, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.41802271036431193, "total_loss": 0.5528449495323002}
{"data_time": 0.006047656759619713, "eta_seconds": 2164.6005482785404, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.16818394024276379, "fast_rcnn/fg_cls_accuracy": 0.7890890731292517, "iteration": 4819, "loss_box_reg": 0.29761841893196106, "loss_cls": 0.18402265012264252, "loss_rpn_cls": 0.012210204266011715, "loss_rpn_loc": 0.029967287555336952, "lr": 0.001, "rank_data_time": 0.006047656759619713, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.418824780266732, "total_loss": 0.5329951620660722}
{"data_time": 0.00582203408703208, "eta_seconds": 2156.4114038832486, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.13821373456790123, "fast_rcnn/fg_cls_accuracy": 0.8520206404320987, "iteration": 4839, "loss_box_reg": 0.2802926003932953, "loss_cls": 0.1328875869512558, "loss_rpn_cls": 0.006457778858020902, "loss_rpn_loc": 0.025502250529825687, "lr": 0.001, "rank_data_time": 0.00582203408703208, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.41740218829363585, "total_loss": 0.4482589797116816}
{"data_time": 0.0057050976902246475, "eta_seconds": 2147.854576483369, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.16148124869055103, "fast_rcnn/fg_cls_accuracy": 0.8070119475698875, "iteration": 4859, "loss_box_reg": 0.2433095946907997, "loss_cls": 0.17207884788513184, "loss_rpn_cls": 0.012194432318210602, "loss_rpn_loc": 0.025844118557870388, "lr": 0.001, "rank_data_time": 0.0057050976902246475, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.41467726696282625, "total_loss": 0.4669934664852917}
{"data_time": 0.005532491952180862, "eta_seconds": 2139.479751586914, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.1649659863945578, "fast_rcnn/fg_cls_accuracy": 0.797267316017316, "iteration": 4879, "loss_box_reg": 0.30244122445583344, "loss_cls": 0.1880159229040146, "loss_rpn_cls": 0.009220367297530174, "loss_rpn_loc": 0.030380122363567352, "lr": 0.001, "rank_data_time": 0.005532491952180862, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.41525137750431895, "total_loss": 0.554835092916619}
{"data_time": 0.006087637506425381, "eta_seconds": 2131.035683210939, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.197265625, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 4899, "loss_box_reg": 0.2759696692228317, "loss_cls": 0.19202562421560287, "loss_rpn_cls": 0.011669253930449486, "loss_rpn_loc": 0.028206641785800457, "lr": 0.001, "rank_data_time": 0.006087637506425381, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.4156618043780327, "total_loss": 0.4978277876507491}
{"data_time": 0.00584272388368845, "eta_seconds": 2122.782344073057, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18536535303776686, "fast_rcnn/fg_cls_accuracy": 0.8086306557703806, "iteration": 4919, "loss_box_reg": 0.2896115183830261, "loss_cls": 0.16066842526197433, "loss_rpn_cls": 0.010283495299518108, "loss_rpn_loc": 0.03965948522090912, "lr": 0.001, "rank_data_time": 0.00584272388368845, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4178394917398691, "total_loss": 0.5403738105669618}
{"data_time": 0.005728223826736212, "eta_seconds": 2114.6395330969244, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.24298546022590722, "fast_rcnn/fg_cls_accuracy": 0.7570145397740928, "iteration": 4939, "loss_box_reg": 0.2809966206550598, "loss_cls": 0.19972850382328033, "loss_rpn_cls": 0.014323707669973373, "loss_rpn_loc": 0.02819155342876911, "lr": 0.001, "rank_data_time": 0.005728223826736212, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41936742328107357, "total_loss": 0.49607657454907894}
{"data_time": 0.0058957673609256744, "eta_seconds": 2106.1233278363943, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.1565819537419329, "fast_rcnn/fg_cls_accuracy": 0.8035092990890689, "iteration": 4959, "loss_box_reg": 0.2857849597930908, "loss_cls": 0.17892131209373474, "loss_rpn_cls": 0.009438471868634224, "loss_rpn_loc": 0.03215505927801132, "lr": 0.001, "rank_data_time": 0.0058957673609256744, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41754336515441537, "total_loss": 0.5069376742467284}
{"data_time": 0.005985741037875414, "eta_seconds": 2097.97089651227, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.78125, "iteration": 4979, "loss_box_reg": 0.2501930743455887, "loss_cls": 0.17517222464084625, "loss_rpn_cls": 0.007841253187507391, "loss_rpn_loc": 0.030543604865670204, "lr": 0.001, "rank_data_time": 0.005985741037875414, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41850329749286175, "total_loss": 0.4604738998459652}
{"data_time": 0.005991093348711729, "eta_seconds": 2089.660947676748, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.19163482206830668, "fast_rcnn/fg_cls_accuracy": 0.7924370091623036, "iteration": 4999, "loss_box_reg": 0.30385760962963104, "loss_cls": 0.18867000192403793, "loss_rpn_cls": 0.007805574685335159, "loss_rpn_loc": 0.04125051759183407, "lr": 0.001, "rank_data_time": 0.005991093348711729, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.4194582072086632, "total_loss": 0.5815580878406763}
{"data_time": 0.006103357300162315, "eta_seconds": 2081.1646739579737, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.19457318149717515, "fast_rcnn/fg_cls_accuracy": 0.7901787798160855, "iteration": 5019, "loss_box_reg": 0.2802682965993881, "loss_cls": 0.19262265413999557, "loss_rpn_cls": 0.008631680626422167, "loss_rpn_loc": 0.026876697316765785, "lr": 0.001, "rank_data_time": 0.006103357300162315, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.41774793434888124, "total_loss": 0.5486655910499394}
{"data_time": 0.005892053712159395, "eta_seconds": 2072.8065828979015, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.8167782738095238, "iteration": 5039, "loss_box_reg": 0.2780752182006836, "loss_cls": 0.15858379751443863, "loss_rpn_cls": 0.006570116151124239, "loss_rpn_loc": 0.031148895621299744, "lr": 0.001, "rank_data_time": 0.005892053712159395, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.42031134525313973, "total_loss": 0.49235257087275386}
{"data_time": 0.005970219615846872, "eta_seconds": 2064.4899789523333, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.17826825127334467, "fast_rcnn/fg_cls_accuracy": 0.7734375, "iteration": 5059, "loss_box_reg": 0.2995007783174515, "loss_cls": 0.1824648231267929, "loss_rpn_cls": 0.0021562062902376056, "loss_rpn_loc": 0.025849996134638786, "lr": 0.001, "rank_data_time": 0.005970219615846872, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.4181840908713639, "total_loss": 0.5224253154592589}
{"data_time": 0.006002197507768869, "eta_seconds": 2055.97753431648, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2020278886100942, "fast_rcnn/fg_cls_accuracy": 0.7918822433774835, "iteration": 5079, "loss_box_reg": 0.24601219594478607, "loss_cls": 0.15882258862257004, "loss_rpn_cls": 0.006337915314361453, "loss_rpn_loc": 0.020078042522072792, "lr": 0.001, "rank_data_time": 0.006002197507768869, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.4166071484796703, "total_loss": 0.41678416123613715}
{"data_time": 0.005723647773265839, "eta_seconds": 2047.6199020631611, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.185703125, "fast_rcnn/fg_cls_accuracy": 0.790671875, "iteration": 5099, "loss_box_reg": 0.35079121589660645, "loss_cls": 0.21815813332796097, "loss_rpn_cls": 0.008333517238497734, "loss_rpn_loc": 0.035501427948474884, "lr": 0.001, "rank_data_time": 0.005723647773265839, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4186743595637381, "total_loss": 0.6250704280100763}
{"data_time": 0.006042966619133949, "eta_seconds": 2039.4617480039597, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.21484375, "fast_rcnn/fg_cls_accuracy": 0.779296875, "iteration": 5119, "loss_box_reg": 0.28877733647823334, "loss_cls": 0.1867993026971817, "loss_rpn_cls": 0.006453358568251133, "loss_rpn_loc": 0.03853297978639603, "lr": 0.001, "rank_data_time": 0.006042966619133949, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.4207864017225802, "total_loss": 0.522953815292567}
{"data_time": 0.005778901744633913, "eta_seconds": 2031.0161275975406, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.17729265619291196, "fast_rcnn/fg_cls_accuracy": 0.8206065034709535, "iteration": 5139, "loss_box_reg": 0.2536337673664093, "loss_cls": 0.14997094869613647, "loss_rpn_cls": 0.005685443291440606, "loss_rpn_loc": 0.027059413492679596, "lr": 0.001, "rank_data_time": 0.005778901744633913, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.41766355466097593, "total_loss": 0.4077281723730266}
{"data_time": 0.006005408242344856, "eta_seconds": 2022.6804641075432, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.226935958591292, "fast_rcnn/fg_cls_accuracy": 0.7533248546511628, "iteration": 5159, "loss_box_reg": 0.311993271112442, "loss_cls": 0.18247238546609879, "loss_rpn_cls": 0.006710332119837403, "loss_rpn_loc": 0.022061267867684364, "lr": 0.001, "rank_data_time": 0.006005408242344856, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.4181286348029971, "total_loss": 0.5149635744746774}
{"data_time": 0.00623237295076251, "eta_seconds": 2014.536738898605, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.16563870614035087, "fast_rcnn/fg_cls_accuracy": 0.802734375, "iteration": 5179, "loss_box_reg": 0.27978917956352234, "loss_cls": 0.18514662981033325, "loss_rpn_cls": 0.009313907939940691, "loss_rpn_loc": 0.025799348019063473, "lr": 0.001, "rank_data_time": 0.00623237295076251, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.41928987158462405, "total_loss": 0.5211850688792765}
{"data_time": 0.006417650729417801, "eta_seconds": 2006.21787160635, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 5199, "loss_box_reg": 0.2912341207265854, "loss_cls": 0.14741095900535583, "loss_rpn_cls": 0.007875943556427956, "loss_rpn_loc": 0.026325148530304432, "lr": 0.001, "rank_data_time": 0.006417650729417801, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.4173676073551178, "total_loss": 0.47494903579354286}
{"data_time": 0.005825583357363939, "eta_seconds": 1998.3142820186913, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2007378472222222, "fast_rcnn/fg_cls_accuracy": 0.7992621527777778, "iteration": 5219, "loss_box_reg": 0.27988120913505554, "loss_cls": 0.18072526156902313, "loss_rpn_cls": 0.009448782540857792, "loss_rpn_loc": 0.034843954257667065, "lr": 0.001, "rank_data_time": 0.005825583357363939, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4219918781891465, "total_loss": 0.5348844714462757}
{"data_time": 0.005946416407823563, "eta_seconds": 1989.81456913054, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2075923392612859, "fast_rcnn/fg_cls_accuracy": 0.7820675872093024, "iteration": 5239, "loss_box_reg": 0.31273359060287476, "loss_cls": 0.1808006316423416, "loss_rpn_cls": 0.00838663661852479, "loss_rpn_loc": 0.0286394776776433, "lr": 0.001, "rank_data_time": 0.005946416407823563, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.41638582572340965, "total_loss": 0.5346286040730774}
{"data_time": 0.00615757005289197, "eta_seconds": 1981.1244812607765, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.19553960755813954, "fast_rcnn/fg_cls_accuracy": 0.7996002906976745, "iteration": 5259, "loss_box_reg": 0.3359655439853668, "loss_cls": 0.18803875893354416, "loss_rpn_cls": 0.005527487490326166, "loss_rpn_loc": 0.03146754205226898, "lr": 0.001, "rank_data_time": 0.00615757005289197, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.416344934143126, "total_loss": 0.5870212379377335}
{"data_time": 0.006060227286070585, "eta_seconds": 1972.7774101868272, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.16982171474358976, "fast_rcnn/fg_cls_accuracy": 0.8177508636934674, "iteration": 5279, "loss_box_reg": 0.22839877009391785, "loss_cls": 0.13021718710660934, "loss_rpn_cls": 0.006668414920568466, "loss_rpn_loc": 0.02300983015447855, "lr": 0.001, "rank_data_time": 0.006060227286070585, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.4174354234710336, "total_loss": 0.37611780944280326}
{"data_time": 0.0064712027087807655, "eta_seconds": 1964.3822972662747, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8053196317427386, "iteration": 5299, "loss_box_reg": 0.2971894443035126, "loss_cls": 0.16441365331411362, "loss_rpn_cls": 0.006745018530637026, "loss_rpn_loc": 0.03181194327771664, "lr": 0.001, "rank_data_time": 0.0064712027087807655, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4166887868195772, "total_loss": 0.5315063761081547}
{"data_time": 0.0058305468410253525, "eta_seconds": 1955.811945386231, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.17860243055555555, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 5319, "loss_box_reg": 0.3246074914932251, "loss_cls": 0.19381117075681686, "loss_rpn_cls": 0.010660640895366669, "loss_rpn_loc": 0.03655862249433994, "lr": 0.001, "rank_data_time": 0.0058305468410253525, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.41789802396669984, "total_loss": 0.5910404252354056}
{"data_time": 0.006416755262762308, "eta_seconds": 1947.3283150233328, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.18131652565502182, "fast_rcnn/fg_cls_accuracy": 0.8143166621179039, "iteration": 5339, "loss_box_reg": 0.2943091094493866, "loss_cls": 0.17422204464673996, "loss_rpn_cls": 0.010678417980670929, "loss_rpn_loc": 0.027087333612143993, "lr": 0.001, "rank_data_time": 0.006416755262762308, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.41643637977540493, "total_loss": 0.5089892148971558}
{"data_time": 0.006854160223156214, "eta_seconds": 1939.0771259367466, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.20998883928571427, "fast_rcnn/fg_cls_accuracy": 0.7687774122807017, "iteration": 5359, "loss_box_reg": 0.3335215896368027, "loss_cls": 0.19414980709552765, "loss_rpn_cls": 0.011865596286952496, "loss_rpn_loc": 0.040490275248885155, "lr": 0.001, "rank_data_time": 0.006854160223156214, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.4198903529904783, "total_loss": 0.5909716398455203}
{"data_time": 0.006030489690601826, "eta_seconds": 1930.7851503230631, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1493401759530792, "fast_rcnn/fg_cls_accuracy": 0.7983402489626557, "iteration": 5379, "loss_box_reg": 0.29631318151950836, "loss_cls": 0.18022261559963226, "loss_rpn_cls": 0.005086459219455719, "loss_rpn_loc": 0.03495479375123978, "lr": 0.001, "rank_data_time": 0.006030489690601826, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4188849716447294, "total_loss": 0.5364528323989362}
{"data_time": 0.006131744012236595, "eta_seconds": 1922.2554182633758, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2189150528169014, "fast_rcnn/fg_cls_accuracy": 0.7490992437214612, "iteration": 5399, "loss_box_reg": 0.3101225346326828, "loss_cls": 0.1934576854109764, "loss_rpn_cls": 0.007040274562314153, "loss_rpn_loc": 0.03324317932128906, "lr": 0.001, "rank_data_time": 0.006131744012236595, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.417201085947454, "total_loss": 0.5667965421453118}
{"data_time": 0.005773836746811867, "eta_seconds": 1913.8782416842878, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.17078993055555555, "fast_rcnn/fg_cls_accuracy": 0.8047106139053255, "iteration": 5419, "loss_box_reg": 0.239020437002182, "loss_cls": 0.14796550571918488, "loss_rpn_cls": 0.005380423506721854, "loss_rpn_loc": 0.02638520486652851, "lr": 0.001, "rank_data_time": 0.005773836746811867, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.4159765252843499, "total_loss": 0.4426242160843685}
{"data_time": 0.006991046946495771, "eta_seconds": 1905.2815493568778, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1660345873786408, "fast_rcnn/fg_cls_accuracy": 0.8088764044943819, "iteration": 5439, "loss_box_reg": 0.2974538505077362, "loss_cls": 0.14762601256370544, "loss_rpn_cls": 0.003926231060177088, "loss_rpn_loc": 0.025887255556881428, "lr": 0.001, "rank_data_time": 0.006991046946495771, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41567524056881666, "total_loss": 0.4693343753751833}
{"data_time": 0.0063860067166388035, "eta_seconds": 1896.8095684982836, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13727829188355506, "fast_rcnn/fg_cls_accuracy": 0.8575810154757524, "iteration": 5459, "loss_box_reg": 0.26725277304649353, "loss_cls": 0.1642080843448639, "loss_rpn_cls": 0.004710455425083637, "loss_rpn_loc": 0.023641441017389297, "lr": 0.001, "rank_data_time": 0.0063860067166388035, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.4174208580516279, "total_loss": 0.471893141977489}
{"data_time": 0.005973394960165024, "eta_seconds": 1888.1540824659169, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1915147265077139, "fast_rcnn/fg_cls_accuracy": 0.7700828157349896, "iteration": 5479, "loss_box_reg": 0.3061348795890808, "loss_cls": 0.15747978538274765, "loss_rpn_cls": 0.005181841319426894, "loss_rpn_loc": 0.027903344482183456, "lr": 0.001, "rank_data_time": 0.005973394960165024, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.4177113617770374, "total_loss": 0.505292602116242}
{"data_time": 0.005940791219472885, "eta_seconds": 1879.722074372694, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.17490313490665726, "fast_rcnn/fg_cls_accuracy": 0.7983940972222222, "iteration": 5499, "loss_box_reg": 0.266632080078125, "loss_cls": 0.16578838229179382, "loss_rpn_cls": 0.004736780887469649, "loss_rpn_loc": 0.02382848598062992, "lr": 0.001, "rank_data_time": 0.005940791219472885, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.41684803226962686, "total_loss": 0.4720515264198184}
{"data_time": 0.0059049190022051334, "eta_seconds": 1871.4447543025017, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.1746748554913295, "fast_rcnn/fg_cls_accuracy": 0.8151483050847458, "iteration": 5519, "loss_box_reg": 0.30603180825710297, "loss_cls": 0.1782688871026039, "loss_rpn_cls": 0.007523899199441075, "loss_rpn_loc": 0.031935013830661774, "lr": 0.001, "rank_data_time": 0.0059049190022051334, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41834469605237246, "total_loss": 0.5441387048922479}
{"data_time": 0.005817412864416838, "eta_seconds": 1863.1169812660664, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14446144430844554, "fast_rcnn/fg_cls_accuracy": 0.8106464689566888, "iteration": 5539, "loss_box_reg": 0.2548482120037079, "loss_cls": 0.15087653696537018, "loss_rpn_cls": 0.004619428655132651, "loss_rpn_loc": 0.024601921439170837, "lr": 0.001, "rank_data_time": 0.005817412864416838, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4203305905684829, "total_loss": 0.46112597407773137}
{"data_time": 0.006161566823720932, "eta_seconds": 1855.0296220555902, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.19199587264150944, "fast_rcnn/fg_cls_accuracy": 0.8012647729628861, "iteration": 5559, "loss_box_reg": 0.26644112169742584, "loss_cls": 0.1512455865740776, "loss_rpn_cls": 0.005663168150931597, "loss_rpn_loc": 0.023659702390432358, "lr": 0.001, "rank_data_time": 0.006161566823720932, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4187920377589762, "total_loss": 0.45991488196887076}
{"data_time": 0.005914923269301653, "eta_seconds": 1846.763951703906, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1926975723140496, "fast_rcnn/fg_cls_accuracy": 0.7896467681623931, "iteration": 5579, "loss_box_reg": 0.27861079573631287, "loss_cls": 0.18082984536886215, "loss_rpn_cls": 0.007192636141553521, "loss_rpn_loc": 0.03256381303071976, "lr": 0.001, "rank_data_time": 0.005914923269301653, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.4198805810883641, "total_loss": 0.5012470359215513}
{"data_time": 0.005987505428493023, "eta_seconds": 1838.348799198866, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.20065765569362692, "fast_rcnn/fg_cls_accuracy": 0.7690952910641453, "iteration": 5599, "loss_box_reg": 0.2753823846578598, "loss_cls": 0.17037053406238556, "loss_rpn_cls": 0.007963375886902213, "loss_rpn_loc": 0.029788395389914513, "lr": 0.001, "rank_data_time": 0.005987505428493023, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.4177970611490309, "total_loss": 0.49084965977817774}
{"data_time": 0.0060170432552695274, "eta_seconds": 1829.8595703486353, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.180083857442348, "fast_rcnn/fg_cls_accuracy": 0.8091956564465409, "iteration": 5619, "loss_box_reg": 0.2643797695636749, "loss_cls": 0.14154944568872452, "loss_rpn_cls": 0.007555780932307243, "loss_rpn_loc": 0.03751785308122635, "lr": 0.001, "rank_data_time": 0.0060170432552695274, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.41744595021009445, "total_loss": 0.4339366363128647}
{"data_time": 0.006004128139466047, "eta_seconds": 1821.6056649014354, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.829991703539823, "iteration": 5639, "loss_box_reg": 0.3071889728307724, "loss_cls": 0.169503852725029, "loss_rpn_cls": 0.00934471981599927, "loss_rpn_loc": 0.03644892759621143, "lr": 0.001, "rank_data_time": 0.006004128139466047, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41803444596007466, "total_loss": 0.5236415355466306}
{"data_time": 0.005851671099662781, "eta_seconds": 1813.0518246721476, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.16916050903119867, "fast_rcnn/fg_cls_accuracy": 0.8291775059500748, "iteration": 5659, "loss_box_reg": 0.29962728917598724, "loss_cls": 0.16102954745292664, "loss_rpn_cls": 0.005878104129806161, "loss_rpn_loc": 0.03400278650224209, "lr": 0.001, "rank_data_time": 0.005851671099662781, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.41770896734669805, "total_loss": 0.5157139708753675}
{"data_time": 0.00598817877471447, "eta_seconds": 1804.9819618463516, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.166015625, "fast_rcnn/fg_cls_accuracy": 0.785625, "iteration": 5679, "loss_box_reg": 0.2896313816308975, "loss_cls": 0.17735110968351364, "loss_rpn_cls": 0.006638628197833896, "loss_rpn_loc": 0.033261336386203766, "lr": 0.001, "rank_data_time": 0.00598817877471447, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.42130413046106696, "total_loss": 0.49295468151103705}
{"data_time": 0.005954061169177294, "eta_seconds": 1796.341669606045, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.17137210615471485, "fast_rcnn/fg_cls_accuracy": 0.8090277777777778, "iteration": 5699, "loss_box_reg": 0.31942807137966156, "loss_cls": 0.17360439896583557, "loss_rpn_cls": 0.004229909274727106, "loss_rpn_loc": 0.02794450707733631, "lr": 0.001, "rank_data_time": 0.005954061169177294, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.41867698915302753, "total_loss": 0.5204055777285248}
{"data_time": 0.006011646706610918, "eta_seconds": 1788.3308063447475, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.791015625, "iteration": 5719, "loss_box_reg": 0.3032708466053009, "loss_cls": 0.18639540672302246, "loss_rpn_cls": 0.005771078169345856, "loss_rpn_loc": 0.03437565825879574, "lr": 0.001, "rank_data_time": 0.006011646706610918, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.419479344971478, "total_loss": 0.5388343883678317}
{"data_time": 0.006012958008795977, "eta_seconds": 1780.1574911735952, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.15718796992481204, "fast_rcnn/fg_cls_accuracy": 0.8343881856540085, "iteration": 5739, "loss_box_reg": 0.33566610515117645, "loss_cls": 0.18582160025835037, "loss_rpn_cls": 0.004049843875691295, "loss_rpn_loc": 0.030985601246356964, "lr": 0.001, "rank_data_time": 0.006012958008795977, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.4182581468485296, "total_loss": 0.5716065708547831}
{"data_time": 0.006026112008839846, "eta_seconds": 1771.861133016646, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14466334704481487, "fast_rcnn/fg_cls_accuracy": 0.8332692964480874, "iteration": 5759, "loss_box_reg": 0.24096894264221191, "loss_cls": 0.13645000755786896, "loss_rpn_cls": 0.0071361802984029055, "loss_rpn_loc": 0.024454635567963123, "lr": 0.001, "rank_data_time": 0.006026112008839846, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.41869193175807595, "total_loss": 0.42036713229026645}
{"data_time": 0.0059428890235722065, "eta_seconds": 1763.4504994284362, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.19038842429577463, "fast_rcnn/fg_cls_accuracy": 0.7774671052631579, "iteration": 5779, "loss_box_reg": 0.30233049392700195, "loss_cls": 0.1782817244529724, "loss_rpn_cls": 0.01004576776176691, "loss_rpn_loc": 0.037378666922450066, "lr": 0.001, "rank_data_time": 0.0059428890235722065, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.4171040034852922, "total_loss": 0.54183393670246}
{"data_time": 0.0058367205783724785, "eta_seconds": 1755.0095178186893, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12508727388130753, "fast_rcnn/fg_cls_accuracy": 0.8464087701612903, "iteration": 5799, "loss_box_reg": 0.29336465895175934, "loss_cls": 0.1735648736357689, "loss_rpn_cls": 0.00764005770906806, "loss_rpn_loc": 0.025266091339290142, "lr": 0.001, "rank_data_time": 0.0058367205783724785, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.41663905093446374, "total_loss": 0.5064899839926511}
{"data_time": 0.005782630294561386, "eta_seconds": 1746.5771065838635, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2070947662601626, "fast_rcnn/fg_cls_accuracy": 0.7929052337398375, "iteration": 5819, "loss_box_reg": 0.2543543428182602, "loss_cls": 0.14824527502059937, "loss_rpn_cls": 0.007100265007466078, "loss_rpn_loc": 0.0307276863604784, "lr": 0.001, "rank_data_time": 0.005782630294561386, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.4187969355843961, "total_loss": 0.44483161228708923}
{"data_time": 0.006022596266120672, "eta_seconds": 1738.3377839624882, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.16021875, "fast_rcnn/fg_cls_accuracy": 0.794921875, "iteration": 5839, "loss_box_reg": 0.2565372884273529, "loss_cls": 0.1673349216580391, "loss_rpn_cls": 0.004843003815039992, "loss_rpn_loc": 0.023177001625299454, "lr": 0.001, "rank_data_time": 0.006022596266120672, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.418422513641417, "total_loss": 0.452556601841934}
{"data_time": 0.005913523491472006, "eta_seconds": 1730.2014385722578, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2229786104368932, "fast_rcnn/fg_cls_accuracy": 0.7682621783185652, "iteration": 5859, "loss_box_reg": 0.28840306401252747, "loss_cls": 0.17620675265789032, "loss_rpn_cls": 0.004944706568494439, "loss_rpn_loc": 0.030096180737018585, "lr": 0.001, "rank_data_time": 0.005913523491472006, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.41960847144946456, "total_loss": 0.51704210950993}
{"data_time": 0.005914018955081701, "eta_seconds": 1721.9993411004543, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.203125, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 5879, "loss_box_reg": 0.309737890958786, "loss_cls": 0.18217632174491882, "loss_rpn_cls": 0.007666462101042271, "loss_rpn_loc": 0.03188172820955515, "lr": 0.001, "rank_data_time": 0.005914018955081701, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.41761974385008216, "total_loss": 0.5284122916636989}
{"data_time": 0.005698458291590214, "eta_seconds": 1713.4845164604485, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.15470157657657657, "fast_rcnn/fg_cls_accuracy": 0.8046875, "iteration": 5899, "loss_box_reg": 0.27924732863903046, "loss_cls": 0.18837475776672363, "loss_rpn_cls": 0.006254170322790742, "loss_rpn_loc": 0.0355965830385685, "lr": 0.001, "rank_data_time": 0.005698458291590214, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.41600690595805645, "total_loss": 0.5039828878361732}
{"data_time": 0.005679327063262463, "eta_seconds": 1705.325379408896, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1801215277777778, "fast_rcnn/fg_cls_accuracy": 0.8076835558252426, "iteration": 5919, "loss_box_reg": 0.2760773152112961, "loss_cls": 0.1718808338046074, "loss_rpn_cls": 0.014637834392488003, "loss_rpn_loc": 0.03249258175492287, "lr": 0.001, "rank_data_time": 0.005679327063262463, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.41952661285176873, "total_loss": 0.5212017707526684}
{"data_time": 0.005832384806126356, "eta_seconds": 1696.6806576959789, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1797979797979798, "fast_rcnn/fg_cls_accuracy": 0.808337279040404, "iteration": 5939, "loss_box_reg": 0.2682730555534363, "loss_cls": 0.14661352336406708, "loss_rpn_cls": 0.008730767527595162, "loss_rpn_loc": 0.02720783744007349, "lr": 0.001, "rank_data_time": 0.005832384806126356, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4151505436748266, "total_loss": 0.47042796458117664}
{"data_time": 0.005797451362013817, "eta_seconds": 1688.3420151658356, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.17931743421052632, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 5959, "loss_box_reg": 0.3333640694618225, "loss_cls": 0.2021789252758026, "loss_rpn_cls": 0.007402604212984443, "loss_rpn_loc": 0.039185427129268646, "lr": 0.001, "rank_data_time": 0.005797451362013817, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.41817515529692173, "total_loss": 0.6068291759584099}
{"data_time": 0.005882351193577051, "eta_seconds": 1680.0103483814746, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.16862939139040078, "fast_rcnn/fg_cls_accuracy": 0.8198310319767441, "iteration": 5979, "loss_box_reg": 0.27647070586681366, "loss_cls": 0.1611197665333748, "loss_rpn_cls": 0.0038942430401220918, "loss_rpn_loc": 0.0335196778178215, "lr": 0.001, "rank_data_time": 0.005882351193577051, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.4185120863839984, "total_loss": 0.4769927730085328}
{"data_time": 0.006502410862594843, "eta_seconds": 1671.4863181114197, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13849431818181818, "fast_rcnn/fg_cls_accuracy": 0.8025072674418605, "iteration": 5999, "loss_box_reg": 0.27947181463241577, "loss_cls": 0.15985015779733658, "loss_rpn_cls": 0.006573055405169725, "loss_rpn_loc": 0.026483116671442986, "lr": 0.001, "rank_data_time": 0.006502410862594843, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41511318972334266, "total_loss": 0.4987403217237443}
{"data_time": 0.006024142261594534, "eta_seconds": 1663.0942681338638, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.1875293916463597, "fast_rcnn/fg_cls_accuracy": 0.7586874292986425, "iteration": 6019, "loss_box_reg": 0.30793772637844086, "loss_cls": 0.1853635609149933, "loss_rpn_cls": 0.006030176300555468, "loss_rpn_loc": 0.03759739547967911, "lr": 0.001, "rank_data_time": 0.006024142261594534, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.41733413422480226, "total_loss": 0.5915068804752082}
{"data_time": 0.005588063970208168, "eta_seconds": 1654.6519957110286, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.1878829656862745, "fast_rcnn/fg_cls_accuracy": 0.792562806372549, "iteration": 6039, "loss_box_reg": 0.3386054039001465, "loss_cls": 0.19320137053728104, "loss_rpn_cls": 0.008317644242197275, "loss_rpn_loc": 0.03808031044900417, "lr": 0.001, "rank_data_time": 0.005588063970208168, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4205335951410234, "total_loss": 0.5738872453803197}
{"data_time": 0.00571794668212533, "eta_seconds": 1646.0423817299306, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7890625, "iteration": 6059, "loss_box_reg": 0.3263809382915497, "loss_cls": 0.19122137129306793, "loss_rpn_cls": 0.006654514465481043, "loss_rpn_loc": 0.03397601842880249, "lr": 0.001, "rank_data_time": 0.00571794668212533, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.41678793355822563, "total_loss": 0.5853834610898048}
{"data_time": 0.005809048190712929, "eta_seconds": 1637.8811770305037, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.17508971291866027, "fast_rcnn/fg_cls_accuracy": 0.7971835075493612, "iteration": 6079, "loss_box_reg": 0.3084033578634262, "loss_cls": 0.16504614800214767, "loss_rpn_cls": 0.013477273751050234, "loss_rpn_loc": 0.032925562001764774, "lr": 0.001, "rank_data_time": 0.005809048190712929, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.4162560827098787, "total_loss": 0.5075828565750271}
{"data_time": 0.005780776031315327, "eta_seconds": 1629.181517707184, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.16346153846153846, "fast_rcnn/fg_cls_accuracy": 0.8302884615384616, "iteration": 6099, "loss_box_reg": 0.22227688878774643, "loss_cls": 0.10895850509405136, "loss_rpn_cls": 0.010837608948349953, "loss_rpn_loc": 0.024838888086378574, "lr": 0.001, "rank_data_time": 0.005780776031315327, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.4150555436499417, "total_loss": 0.375172087457031}
{"data_time": 0.005814449395984411, "eta_seconds": 1620.59083128348, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.7931785898760331, "iteration": 6119, "loss_box_reg": 0.2714531719684601, "loss_cls": 0.17202352732419968, "loss_rpn_cls": 0.011389259714633226, "loss_rpn_loc": 0.03693009167909622, "lr": 0.001, "rank_data_time": 0.005814449395984411, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.4163215854205191, "total_loss": 0.5199520541355014}
{"data_time": 0.005706219468265772, "eta_seconds": 1612.0597898308188, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1379293646694215, "fast_rcnn/fg_cls_accuracy": 0.8416390467171717, "iteration": 6139, "loss_box_reg": 0.24850425869226456, "loss_cls": 0.11901161447167397, "loss_rpn_cls": 0.005816073622554541, "loss_rpn_loc": 0.020521963015198708, "lr": 0.001, "rank_data_time": 0.005706219468265772, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.4161819820292294, "total_loss": 0.40059719304554164}
{"data_time": 0.005930949468165636, "eta_seconds": 1603.4077101945877, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.17453125, "fast_rcnn/fg_cls_accuracy": 0.8248653017241379, "iteration": 6159, "loss_box_reg": 0.3191232681274414, "loss_cls": 0.16726122051477432, "loss_rpn_cls": 0.009533396922051907, "loss_rpn_loc": 0.03899176977574825, "lr": 0.001, "rank_data_time": 0.005930949468165636, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.4163666218519211, "total_loss": 0.5297572219278663}
{"data_time": 0.005989312194287777, "eta_seconds": 1594.9508202355355, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.16276679363927687, "fast_rcnn/fg_cls_accuracy": 0.8277477477477477, "iteration": 6179, "loss_box_reg": 0.24738632142543793, "loss_cls": 0.1623588353395462, "loss_rpn_cls": 0.007730966899544001, "loss_rpn_loc": 0.024278397671878338, "lr": 0.001, "rank_data_time": 0.005989312194287777, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.41775830648839474, "total_loss": 0.4510682716500014}
{"data_time": 0.005874245427548885, "eta_seconds": 1586.4073907025158, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1737214498510427, "fast_rcnn/fg_cls_accuracy": 0.8262785501489573, "iteration": 6199, "loss_box_reg": 0.23239657282829285, "loss_cls": 0.13996128737926483, "loss_rpn_cls": 0.007328826235607266, "loss_rpn_loc": 0.0237969309091568, "lr": 0.001, "rank_data_time": 0.005874245427548885, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41521659307181835, "total_loss": 0.42152089555747807}
{"data_time": 0.005922365002334118, "eta_seconds": 1577.7637065108865, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13396115481307275, "fast_rcnn/fg_cls_accuracy": 0.8080274127159901, "iteration": 6219, "loss_box_reg": 0.291377991437912, "loss_cls": 0.13099651038646698, "loss_rpn_cls": 0.011172492988407612, "loss_rpn_loc": 0.03520713560283184, "lr": 0.001, "rank_data_time": 0.005922365002334118, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4145811125636101, "total_loss": 0.45390250626951456}
{"data_time": 0.006281025242060423, "eta_seconds": 1569.169999472797, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.14282857571364294, "fast_rcnn/fg_cls_accuracy": 0.8083333333333333, "iteration": 6239, "loss_box_reg": 0.23906008154153824, "loss_cls": 0.13583222776651382, "loss_rpn_cls": 0.00628056819550693, "loss_rpn_loc": 0.020841652527451515, "lr": 0.001, "rank_data_time": 0.006281025242060423, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.41494945576414466, "total_loss": 0.41796823451295495}
{"data_time": 0.00629669101908803, "eta_seconds": 1560.7192584499717, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1269410736322501, "fast_rcnn/fg_cls_accuracy": 0.8480141932270917, "iteration": 6259, "loss_box_reg": 0.24700292944908142, "loss_cls": 0.14778265357017517, "loss_rpn_cls": 0.004697631578892469, "loss_rpn_loc": 0.023721699602901936, "lr": 0.001, "rank_data_time": 0.00629669101908803, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.4147497075609863, "total_loss": 0.4230664090719074}
{"data_time": 0.005981355905532837, "eta_seconds": 1552.257522214204, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16891622340425533, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 6279, "loss_box_reg": 0.33270734548568726, "loss_cls": 0.18572626262903214, "loss_rpn_cls": 0.008542407304048538, "loss_rpn_loc": 0.037267059087753296, "lr": 0.001, "rank_data_time": 0.005981355905532837, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4170485124923289, "total_loss": 0.5865167235024273}
{"data_time": 0.006132169626653194, "eta_seconds": 1544.0992515534163, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1739886558219178, "fast_rcnn/fg_cls_accuracy": 0.8074070411392404, "iteration": 6299, "loss_box_reg": 0.32037706673145294, "loss_cls": 0.1646006777882576, "loss_rpn_cls": 0.007583423517644405, "loss_rpn_loc": 0.029605282470583916, "lr": 0.001, "rank_data_time": 0.006132169626653194, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.4180550496093929, "total_loss": 0.5255374168045819}
{"data_time": 0.00591524550691247, "eta_seconds": 1535.8776261657476, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.21830897177419356, "fast_rcnn/fg_cls_accuracy": 0.7698462701612903, "iteration": 6319, "loss_box_reg": 0.3054954707622528, "loss_cls": 0.1841997727751732, "loss_rpn_cls": 0.0072159115225076675, "loss_rpn_loc": 0.043417394161224365, "lr": 0.001, "rank_data_time": 0.00591524550691247, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.41987332981079817, "total_loss": 0.5368784922175109}
{"data_time": 0.005989824887365103, "eta_seconds": 1527.8314140345901, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1744828037709497, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 6339, "loss_box_reg": 0.26079394668340683, "loss_cls": 0.1599029302597046, "loss_rpn_cls": 0.0073856511153280735, "loss_rpn_loc": 0.02916132379323244, "lr": 0.001, "rank_data_time": 0.005989824887365103, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.418636757414788, "total_loss": 0.5009675300680101}
{"data_time": 0.00588951213285327, "eta_seconds": 1519.3847743794322, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1650182845744681, "fast_rcnn/fg_cls_accuracy": 0.8085538903061225, "iteration": 6359, "loss_box_reg": 0.25475597381591797, "loss_cls": 0.15755191445350647, "loss_rpn_cls": 0.003095520776696503, "loss_rpn_loc": 0.02388597372919321, "lr": 0.001, "rank_data_time": 0.00588951213285327, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.4179792827926576, "total_loss": 0.4383415631018579}
{"data_time": 0.006014388054609299, "eta_seconds": 1511.147967837751, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.216796875, "fast_rcnn/fg_cls_accuracy": 0.77734375, "iteration": 6379, "loss_box_reg": 0.38639453053474426, "loss_cls": 0.22835871577262878, "loss_rpn_cls": 0.006973976967856288, "loss_rpn_loc": 0.04617537744343281, "lr": 0.001, "rank_data_time": 0.006014388054609299, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.42038059048354626, "total_loss": 0.698739412240684}
{"data_time": 0.006505832076072693, "eta_seconds": 1502.7523247525096, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.17291086791497975, "fast_rcnn/fg_cls_accuracy": 0.8185133158866995, "iteration": 6399, "loss_box_reg": 0.3114175498485565, "loss_cls": 0.17813759297132492, "loss_rpn_cls": 0.011018460150808096, "loss_rpn_loc": 0.039033230394124985, "lr": 0.001, "rank_data_time": 0.006505832076072693, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.41597292432561517, "total_loss": 0.5518082408234477}
{"data_time": 0.0063313874416053295, "eta_seconds": 1494.4502002373338, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1507056451612903, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 6419, "loss_box_reg": 0.2984127551317215, "loss_cls": 0.18495644629001617, "loss_rpn_cls": 0.003995642531663179, "loss_rpn_loc": 0.030845889821648598, "lr": 0.001, "rank_data_time": 0.0063313874416053295, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.4160256963223219, "total_loss": 0.5184896350838244}
{"data_time": 0.006067994982004166, "eta_seconds": 1486.4382831566036, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.16987735333177095, "fast_rcnn/fg_cls_accuracy": 0.816000306372549, "iteration": 6439, "loss_box_reg": 0.29446251690387726, "loss_cls": 0.1731509044766426, "loss_rpn_cls": 0.0045548658818006516, "loss_rpn_loc": 0.03566310182213783, "lr": 0.001, "rank_data_time": 0.006067994982004166, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4199341950006783, "total_loss": 0.5233114887960255}
{"data_time": 0.005843117367476225, "eta_seconds": 1478.0621038097888, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16944506601029313, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 6459, "loss_box_reg": 0.2799152433872223, "loss_cls": 0.16307605803012848, "loss_rpn_cls": 0.004834766732528806, "loss_rpn_loc": 0.03288367670029402, "lr": 0.001, "rank_data_time": 0.005843117367476225, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.4170518983155489, "total_loss": 0.4679223533021286}
{"data_time": 0.005872052628546953, "eta_seconds": 1469.6840085089207, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8509131251066735, "iteration": 6479, "loss_box_reg": 0.24599406868219376, "loss_cls": 0.16040583699941635, "loss_rpn_cls": 0.008182339370250702, "loss_rpn_loc": 0.025825319811701775, "lr": 0.001, "rank_data_time": 0.005872052628546953, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.41723544243723154, "total_loss": 0.44298994925338775}
{"data_time": 0.005802628118544817, "eta_seconds": 1461.3023740239441, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.17558577270072045, "fast_rcnn/fg_cls_accuracy": 0.7852819876609443, "iteration": 6499, "loss_box_reg": 0.2676938474178314, "loss_cls": 0.16900859028100967, "loss_rpn_cls": 0.0036278412444517016, "loss_rpn_loc": 0.019614403136074543, "lr": 0.001, "rank_data_time": 0.005802628118544817, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.41600436344742775, "total_loss": 0.4345217377413064}
{"data_time": 0.006004188675433397, "eta_seconds": 1452.8859307430685, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.21626639660493827, "fast_rcnn/fg_cls_accuracy": 0.783203125, "iteration": 6519, "loss_box_reg": 0.354605495929718, "loss_cls": 0.20299573242664337, "loss_rpn_cls": 0.010331600904464722, "loss_rpn_loc": 0.037288347259163857, "lr": 0.001, "rank_data_time": 0.006004188675433397, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.41694057639688253, "total_loss": 0.634332463843748}
{"data_time": 0.0058127036318182945, "eta_seconds": 1444.4704088568687, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.1977779200819672, "fast_rcnn/fg_cls_accuracy": 0.7879317434210527, "iteration": 6539, "loss_box_reg": 0.28865671157836914, "loss_cls": 0.19241072982549667, "loss_rpn_cls": 0.0042569576762616634, "loss_rpn_loc": 0.031688595190644264, "lr": 0.001, "rank_data_time": 0.0058127036318182945, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.4179821037687361, "total_loss": 0.5390955901239067}
{"data_time": 0.00594268599525094, "eta_seconds": 1436.1860924586654, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.21102430555555557, "fast_rcnn/fg_cls_accuracy": 0.786097515060241, "iteration": 6559, "loss_box_reg": 0.33837226033210754, "loss_cls": 0.1850937157869339, "loss_rpn_cls": 0.011615430004894733, "loss_rpn_loc": 0.036787642166018486, "lr": 0.001, "rank_data_time": 0.00594268599525094, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.41941828560084105, "total_loss": 0.5749229572247714}
{"data_time": 0.005533989984542131, "eta_seconds": 1427.7013836801052, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.16218342713270142, "fast_rcnn/fg_cls_accuracy": 0.8294014517716535, "iteration": 6579, "loss_box_reg": 0.2978668510913849, "loss_cls": 0.15930528938770294, "loss_rpn_cls": 0.005196413490921259, "loss_rpn_loc": 0.03663904592394829, "lr": 0.001, "rank_data_time": 0.005533989984542131, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.41679444583132863, "total_loss": 0.4900726596824825}
{"data_time": 0.0057907747104763985, "eta_seconds": 1419.3522527813911, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1642230308219178, "fast_rcnn/fg_cls_accuracy": 0.8166294642857144, "iteration": 6599, "loss_box_reg": 0.3266209661960602, "loss_cls": 0.17200759053230286, "loss_rpn_cls": 0.008675269782543182, "loss_rpn_loc": 0.025469321757555008, "lr": 0.001, "rank_data_time": 0.0057907747104763985, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41806458169594407, "total_loss": 0.5446270112879574}
{"data_time": 0.005727460142225027, "eta_seconds": 1411.1008254811168, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1796875, "fast_rcnn/fg_cls_accuracy": 0.791015625, "iteration": 6619, "loss_box_reg": 0.2890848070383072, "loss_cls": 0.17643579095602036, "loss_rpn_cls": 0.005859119817614555, "loss_rpn_loc": 0.027462813071906567, "lr": 0.001, "rank_data_time": 0.005727460142225027, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.41914552403613925, "total_loss": 0.5145633474458009}
{"data_time": 0.005625385325402021, "eta_seconds": 1402.7050226926804, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.1955625, "fast_rcnn/fg_cls_accuracy": 0.8044375, "iteration": 6639, "loss_box_reg": 0.27735671401023865, "loss_cls": 0.17909424751996994, "loss_rpn_cls": 0.004648964153602719, "loss_rpn_loc": 0.040398115292191505, "lr": 0.001, "rank_data_time": 0.005625385325402021, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.41762236086651683, "total_loss": 0.5091929812915623}
{"data_time": 0.0061887591145932674, "eta_seconds": 1394.4761493429542, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.18562067028646323, "fast_rcnn/fg_cls_accuracy": 0.8015253524090049, "iteration": 6659, "loss_box_reg": 0.2921668738126755, "loss_cls": 0.16542478650808334, "loss_rpn_cls": 0.015353229828178883, "loss_rpn_loc": 0.041862405836582184, "lr": 0.001, "rank_data_time": 0.0061887591145932674, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.4189462484791875, "total_loss": 0.5268361549824476}
{"data_time": 0.0062487260438501835, "eta_seconds": 1386.0865776054561, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1653735632183908, "fast_rcnn/fg_cls_accuracy": 0.8259024784482758, "iteration": 6679, "loss_box_reg": 0.26767049729824066, "loss_cls": 0.17234522849321365, "loss_rpn_cls": 0.007434015860781074, "loss_rpn_loc": 0.026679099537432194, "lr": 0.001, "rank_data_time": 0.0062487260438501835, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.4178786864504218, "total_loss": 0.48068144760327414}
{"data_time": 0.005965655669569969, "eta_seconds": 1377.5731124449521, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12449599222735, "fast_rcnn/fg_cls_accuracy": 0.8384157636380476, "iteration": 6699, "loss_box_reg": 0.23702645301818848, "loss_cls": 0.14202363789081573, "loss_rpn_cls": 0.010790992062538862, "loss_rpn_loc": 0.02658150903880596, "lr": 0.001, "rank_data_time": 0.005965655669569969, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.41563224233686924, "total_loss": 0.4314096358139068}
{"data_time": 0.0059480322524905205, "eta_seconds": 1369.059411920607, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1685461956521739, "fast_rcnn/fg_cls_accuracy": 0.8049617501966111, "iteration": 6719, "loss_box_reg": 0.31640519201755524, "loss_cls": 0.1729060709476471, "loss_rpn_cls": 0.006617059698328376, "loss_rpn_loc": 0.03579873964190483, "lr": 0.001, "rank_data_time": 0.0059480322524905205, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.4151628287509084, "total_loss": 0.5524904588237405}
{"data_time": 0.005665110889822245, "eta_seconds": 1360.4698961693794, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15877543604651162, "fast_rcnn/fg_cls_accuracy": 0.8412245639534883, "iteration": 6739, "loss_box_reg": 0.3220646381378174, "loss_cls": 0.15870961546897888, "loss_rpn_cls": 0.009728933684527874, "loss_rpn_loc": 0.039244210347533226, "lr": 0.001, "rank_data_time": 0.005665110889822245, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.4146515456959605, "total_loss": 0.5170512478798628}
{"data_time": 0.005933753680437803, "eta_seconds": 1351.9122824259102, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11718677440326924, "fast_rcnn/fg_cls_accuracy": 0.8310306198655713, "iteration": 6759, "loss_box_reg": 0.26015906035900116, "loss_cls": 0.1579151600599289, "loss_rpn_cls": 0.00538083934225142, "loss_rpn_loc": 0.02668479923158884, "lr": 0.001, "rank_data_time": 0.005933753680437803, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.415669459849596, "total_loss": 0.46570796030573547}
{"data_time": 0.005882484372705221, "eta_seconds": 1343.545494619757, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.83296875, "iteration": 6779, "loss_box_reg": 0.3290393203496933, "loss_cls": 0.16675981879234314, "loss_rpn_cls": 0.006947633810341358, "loss_rpn_loc": 0.03771979361772537, "lr": 0.001, "rank_data_time": 0.005882484372705221, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.41624354803934693, "total_loss": 0.5629136441275477}
{"data_time": 0.0058683245442807674, "eta_seconds": 1335.2516248822212, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2111255787037037, "fast_rcnn/fg_cls_accuracy": 0.78125, "iteration": 6799, "loss_box_reg": 0.2895344942808151, "loss_cls": 0.17427456378936768, "loss_rpn_cls": 0.007235963363200426, "loss_rpn_loc": 0.04350163973867893, "lr": 0.001, "rank_data_time": 0.0058683245442807674, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.4176224712282419, "total_loss": 0.5363052696920931}
{"data_time": 0.00706188939511776, "eta_seconds": 1326.7702815961093, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.20598017068273092, "fast_rcnn/fg_cls_accuracy": 0.78125, "iteration": 6819, "loss_box_reg": 0.3247474431991577, "loss_cls": 0.1852220594882965, "loss_rpn_cls": 0.008875081315636635, "loss_rpn_loc": 0.03638266399502754, "lr": 0.001, "rank_data_time": 0.00706188939511776, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.4160285065881908, "total_loss": 0.5748280971311033}
{"data_time": 0.006251235958188772, "eta_seconds": 1318.3624417707324, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1282894736842105, "fast_rcnn/fg_cls_accuracy": 0.8307621687788018, "iteration": 6839, "loss_box_reg": 0.2693600356578827, "loss_cls": 0.15184900164604187, "loss_rpn_cls": 0.013397648930549622, "loss_rpn_loc": 0.026609141379594803, "lr": 0.001, "rank_data_time": 0.006251235958188772, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4182658391073346, "total_loss": 0.5022087283432484}
{"data_time": 0.006103421561419964, "eta_seconds": 1309.9138329923153, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.150115536971831, "fast_rcnn/fg_cls_accuracy": 0.8242342597844583, "iteration": 6859, "loss_box_reg": 0.2557484805583954, "loss_cls": 0.14450767636299133, "loss_rpn_cls": 0.009909981861710548, "loss_rpn_loc": 0.02637523226439953, "lr": 0.001, "rank_data_time": 0.006103421561419964, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41862392658367753, "total_loss": 0.4291428807191551}
{"data_time": 0.005831100512295961, "eta_seconds": 1301.5533427521586, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13887001811594202, "fast_rcnn/fg_cls_accuracy": 0.8369112318840579, "iteration": 6879, "loss_box_reg": 0.30223026871681213, "loss_cls": 0.1369795799255371, "loss_rpn_cls": 0.009671878069639206, "loss_rpn_loc": 0.030224168673157692, "lr": 0.001, "rank_data_time": 0.005831100512295961, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.417280787602067, "total_loss": 0.4928768901154399}
{"data_time": 0.005748705938458443, "eta_seconds": 1293.3040589559823, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.21605785472972971, "fast_rcnn/fg_cls_accuracy": 0.7819890202702703, "iteration": 6899, "loss_box_reg": 0.354505255818367, "loss_cls": 0.20525940507650375, "loss_rpn_cls": 0.009231147821992636, "loss_rpn_loc": 0.04764562472701073, "lr": 0.001, "rank_data_time": 0.005748705938458443, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.4172085952013731, "total_loss": 0.6200797650963068}
{"data_time": 0.0062779770232737064, "eta_seconds": 1284.821776598692, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.8116420852803738, "iteration": 6919, "loss_box_reg": 0.30774253606796265, "loss_cls": 0.17276696115732193, "loss_rpn_cls": 0.01311607426032424, "loss_rpn_loc": 0.03163726069033146, "lr": 0.001, "rank_data_time": 0.0062779770232737064, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.41819228045642376, "total_loss": 0.5646882463479415}
{"data_time": 0.005744756665080786, "eta_seconds": 1276.7034785170108, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1536796536796537, "fast_rcnn/fg_cls_accuracy": 0.832077922077922, "iteration": 6939, "loss_box_reg": 0.2974846512079239, "loss_cls": 0.18574311584234238, "loss_rpn_cls": 0.00930029060691595, "loss_rpn_loc": 0.027681292966008186, "lr": 0.001, "rank_data_time": 0.005744756665080786, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4180045663379133, "total_loss": 0.5254067769274116}
{"data_time": 0.005774943623691797, "eta_seconds": 1268.4337102621794, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1862543061023622, "fast_rcnn/fg_cls_accuracy": 0.7897292788050927, "iteration": 6959, "loss_box_reg": 0.28031134605407715, "loss_cls": 0.1654944270849228, "loss_rpn_cls": 0.009185066912323236, "loss_rpn_loc": 0.03628276102244854, "lr": 0.001, "rank_data_time": 0.005774943623691797, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.41942823957651854, "total_loss": 0.5161903975531459}
{"data_time": 0.00593246053904295, "eta_seconds": 1260.1367246545851, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.15917410714285712, "fast_rcnn/fg_cls_accuracy": 0.8078209774613454, "iteration": 6979, "loss_box_reg": 0.32703037559986115, "loss_cls": 0.21278607100248337, "loss_rpn_cls": 0.009542025625705719, "loss_rpn_loc": 0.04032668098807335, "lr": 0.001, "rank_data_time": 0.00593246053904295, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.4179464364424348, "total_loss": 0.5815840465947986}
{"data_time": 0.005977120250463486, "eta_seconds": 1251.9661621190608, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.24609375, "fast_rcnn/fg_cls_accuracy": 0.712890625, "iteration": 6999, "loss_box_reg": 0.33971282839775085, "loss_cls": 0.22897904366254807, "loss_rpn_cls": 0.009610965382307768, "loss_rpn_loc": 0.053218744695186615, "lr": 0.001, "rank_data_time": 0.005977120250463486, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.4185721967369318, "total_loss": 0.6772496858611703}
{"data_time": 0.005894447211176157, "eta_seconds": 1243.6343776155263, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1922019675925926, "fast_rcnn/fg_cls_accuracy": 0.7971716772151899, "iteration": 7019, "loss_box_reg": 0.32035118341445923, "loss_cls": 0.1736302375793457, "loss_rpn_cls": 0.01143159344792366, "loss_rpn_loc": 0.03422023542225361, "lr": 0.001, "rank_data_time": 0.005894447211176157, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41839627269655466, "total_loss": 0.5832481142133474}
{"data_time": 0.006583823822438717, "eta_seconds": 1235.1530334353447, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.16133025251691696, "fast_rcnn/fg_cls_accuracy": 0.8242922374429223, "iteration": 7039, "loss_box_reg": 0.2744659036397934, "loss_cls": 0.1677503138780594, "loss_rpn_cls": 0.0063362817745655775, "loss_rpn_loc": 0.02727748453617096, "lr": 0.001, "rank_data_time": 0.006583823822438717, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.41596184158697724, "total_loss": 0.4717267192900181}
{"data_time": 0.00588246388360858, "eta_seconds": 1226.735219238326, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8286584526431717, "iteration": 7059, "loss_box_reg": 0.2664603590965271, "loss_cls": 0.13560182973742485, "loss_rpn_cls": 0.005837953882291913, "loss_rpn_loc": 0.023288861848413944, "lr": 0.001, "rank_data_time": 0.00588246388360858, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41624960768967867, "total_loss": 0.42490629362873733}
{"data_time": 0.005865964572876692, "eta_seconds": 1218.390081692487, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.17917798913043478, "fast_rcnn/fg_cls_accuracy": 0.7803308823529411, "iteration": 7079, "loss_box_reg": 0.3057081401348114, "loss_cls": 0.16377431899309158, "loss_rpn_cls": 0.005421251291409135, "loss_rpn_loc": 0.03217594884335995, "lr": 0.001, "rank_data_time": 0.005865964572876692, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4166682721115649, "total_loss": 0.5192955231759697}
{"data_time": 0.006152394227683544, "eta_seconds": 1210.16264250502, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.17698074902498528, "fast_rcnn/fg_cls_accuracy": 0.7983402489626557, "iteration": 7099, "loss_box_reg": 0.299280047416687, "loss_cls": 0.16897207498550415, "loss_rpn_cls": 0.008137145079672337, "loss_rpn_loc": 0.026720404624938965, "lr": 0.001, "rank_data_time": 0.006152394227683544, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4166940446011722, "total_loss": 0.5202874024398625}
{"data_time": 0.006427537649869919, "eta_seconds": 1201.9276830554008, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.21038172353961826, "fast_rcnn/fg_cls_accuracy": 0.7842969551830311, "iteration": 7119, "loss_box_reg": 0.28281837701797485, "loss_cls": 0.1735278144478798, "loss_rpn_cls": 0.010260602459311485, "loss_rpn_loc": 0.02763685118407011, "lr": 0.001, "rank_data_time": 0.006427537649869919, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.41833348385989666, "total_loss": 0.4995388633105904}
{"data_time": 0.006082972511649132, "eta_seconds": 1193.561618765816, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13062867365192948, "fast_rcnn/fg_cls_accuracy": 0.8364372469635628, "iteration": 7139, "loss_box_reg": 0.24506784230470657, "loss_cls": 0.13666462898254395, "loss_rpn_cls": 0.004657755373045802, "loss_rpn_loc": 0.02388872765004635, "lr": 0.001, "rank_data_time": 0.006082972511649132, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.41604283545166254, "total_loss": 0.4429769820999354}
{"data_time": 0.005903293844312429, "eta_seconds": 1185.2342430129647, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.21018145161290322, "fast_rcnn/fg_cls_accuracy": 0.7878024193548387, "iteration": 7159, "loss_box_reg": 0.3592139780521393, "loss_cls": 0.20498023182153702, "loss_rpn_cls": 0.007759150583297014, "loss_rpn_loc": 0.031671078875660896, "lr": 0.001, "rank_data_time": 0.005903293844312429, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.41701141372323036, "total_loss": 0.622345712967217}
{"data_time": 0.006475687026977539, "eta_seconds": 1176.8175326194614, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.13403361344537815, "fast_rcnn/fg_cls_accuracy": 0.8631907308377897, "iteration": 7179, "loss_box_reg": 0.25794707238674164, "loss_cls": 0.16407640278339386, "loss_rpn_cls": 0.005935590481385589, "loss_rpn_loc": 0.030565612018108368, "lr": 0.001, "rank_data_time": 0.006475687026977539, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.41605887934565544, "total_loss": 0.48588643688708544}
{"data_time": 0.0060196248814463615, "eta_seconds": 1168.5408029705286, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.17659057572423908, "fast_rcnn/fg_cls_accuracy": 0.8227880658436214, "iteration": 7199, "loss_box_reg": 0.29771479964256287, "loss_cls": 0.17512667924165726, "loss_rpn_cls": 0.010573877952992916, "loss_rpn_loc": 0.029111625626683235, "lr": 0.001, "rank_data_time": 0.0060196248814463615, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.41666901856660843, "total_loss": 0.5585582610219717}
{"data_time": 0.0058558015152812, "eta_seconds": 1160.1553102303296, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13896551724137932, "fast_rcnn/fg_cls_accuracy": 0.8168299986389003, "iteration": 7219, "loss_box_reg": 0.2527434676885605, "loss_cls": 0.14323307573795319, "loss_rpn_cls": 0.008165924809873104, "loss_rpn_loc": 0.02273409068584442, "lr": 0.001, "rank_data_time": 0.0058558015152812, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.41360789025202394, "total_loss": 0.4246415290981531}
{"data_time": 0.0060107591561973095, "eta_seconds": 1152.0134075917304, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.185546875, "fast_rcnn/fg_cls_accuracy": 0.7844782576266129, "iteration": 7239, "loss_box_reg": 0.35245296359062195, "loss_cls": 0.18550531566143036, "loss_rpn_cls": 0.011777615174651146, "loss_rpn_loc": 0.04103522002696991, "lr": 0.001, "rank_data_time": 0.0060107591561973095, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.41545409709215164, "total_loss": 0.5744082322344184}
{"data_time": 0.005704617127776146, "eta_seconds": 1143.7244876194745, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.2265625, "fast_rcnn/fg_cls_accuracy": 0.7571924603174602, "iteration": 7259, "loss_box_reg": 0.3189310282468796, "loss_cls": 0.18597129732370377, "loss_rpn_cls": 0.00644582393579185, "loss_rpn_loc": 0.03217364940792322, "lr": 0.001, "rank_data_time": 0.005704617127776146, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4171795891597867, "total_loss": 0.5986802723491564}
{"data_time": 0.0065781124867498875, "eta_seconds": 1135.3761336952448, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.143359375, "fast_rcnn/fg_cls_accuracy": 0.8147451810747663, "iteration": 7279, "loss_box_reg": 0.3066864311695099, "loss_cls": 0.18092476576566696, "loss_rpn_cls": 0.006978501798585057, "loss_rpn_loc": 0.028417802415788174, "lr": 0.001, "rank_data_time": 0.0065781124867498875, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.41667466750368476, "total_loss": 0.5183029142208397}
{"data_time": 0.006123642902821302, "eta_seconds": 1126.8853268120438, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.17260416666666667, "fast_rcnn/fg_cls_accuracy": 0.8014599955673759, "iteration": 7299, "loss_box_reg": 0.2970499098300934, "loss_cls": 0.16832832247018814, "loss_rpn_cls": 0.007463335059583187, "loss_rpn_loc": 0.03390465397387743, "lr": 0.001, "rank_data_time": 0.006123642902821302, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.4160187426023185, "total_loss": 0.5229165416676551}
{"data_time": 0.006002488546073437, "eta_seconds": 1118.2038735412061, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.20501077586206895, "fast_rcnn/fg_cls_accuracy": 0.7810329861111112, "iteration": 7319, "loss_box_reg": 0.3146216869354248, "loss_cls": 0.18498874455690384, "loss_rpn_cls": 0.00692998874001205, "loss_rpn_loc": 0.035040752962231636, "lr": 0.001, "rank_data_time": 0.006002488546073437, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.41494410717859864, "total_loss": 0.5387128768488765}
{"data_time": 0.005874662660062313, "eta_seconds": 1109.6395459305495, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 7339, "loss_box_reg": 0.27760206162929535, "loss_cls": 0.1572483703494072, "loss_rpn_cls": 0.00547133618965745, "loss_rpn_loc": 0.02398698218166828, "lr": 0.001, "rank_data_time": 0.005874662660062313, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4153492469340563, "total_loss": 0.45203303324524313}
{"data_time": 0.006122430320829153, "eta_seconds": 1101.3540612906218, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.16403103404417688, "fast_rcnn/fg_cls_accuracy": 0.7952665441176471, "iteration": 7359, "loss_box_reg": 0.2667906880378723, "loss_cls": 0.17250068485736847, "loss_rpn_cls": 0.007232876494526863, "loss_rpn_loc": 0.02887225430458784, "lr": 0.001, "rank_data_time": 0.006122430320829153, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4220032673329115, "total_loss": 0.4876287595834583}
{"data_time": 0.0069757807068526745, "eta_seconds": 1092.8356111887842, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.17819716365461846, "fast_rcnn/fg_cls_accuracy": 0.8178965863453815, "iteration": 7379, "loss_box_reg": 0.3039599657058716, "loss_cls": 0.16105365753173828, "loss_rpn_cls": 0.007823115680366755, "loss_rpn_loc": 0.031318508088588715, "lr": 0.001, "rank_data_time": 0.0069757807068526745, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41686116997152567, "total_loss": 0.5171305125113577}
{"data_time": 0.005710132885724306, "eta_seconds": 1084.5341606996953, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 7399, "loss_box_reg": 0.330239400267601, "loss_cls": 0.1755196899175644, "loss_rpn_cls": 0.005702183116227388, "loss_rpn_loc": 0.026302669197320938, "lr": 0.001, "rank_data_time": 0.005710132885724306, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.4176844800822437, "total_loss": 0.5463567156111822}
{"data_time": 0.005676955915987492, "eta_seconds": 1076.230335580185, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.18638392857142858, "fast_rcnn/fg_cls_accuracy": 0.7816048534798534, "iteration": 7419, "loss_box_reg": 0.3175005614757538, "loss_cls": 0.1829000860452652, "loss_rpn_cls": 0.006170363398268819, "loss_rpn_loc": 0.030626900494098663, "lr": 0.001, "rank_data_time": 0.005676955915987492, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.41680038208141923, "total_loss": 0.5632283031009138}
{"data_time": 0.005835806019604206, "eta_seconds": 1067.8490197658539, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.18678668478260868, "fast_rcnn/fg_cls_accuracy": 0.8132133152173913, "iteration": 7439, "loss_box_reg": 0.29712560772895813, "loss_cls": 0.17057409137487411, "loss_rpn_cls": 0.004153314046561718, "loss_rpn_loc": 0.03729688189923763, "lr": 0.001, "rank_data_time": 0.005835806019604206, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.4178341571241617, "total_loss": 0.5163953257724643}
{"data_time": 0.005855503026396036, "eta_seconds": 1059.493921296671, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1314174107142857, "fast_rcnn/fg_cls_accuracy": 0.8546349597953216, "iteration": 7459, "loss_box_reg": 0.27458810806274414, "loss_cls": 0.150433748960495, "loss_rpn_cls": 0.005394740495830774, "loss_rpn_loc": 0.028802623972296715, "lr": 0.001, "rank_data_time": 0.005855503026396036, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4164347965270281, "total_loss": 0.48688427451997995}
{"data_time": 0.005847685970366001, "eta_seconds": 1051.1243283189833, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8128075132978723, "iteration": 7479, "loss_box_reg": 0.2586800307035446, "loss_cls": 0.16332277655601501, "loss_rpn_cls": 0.004762607393786311, "loss_rpn_loc": 0.0212885532528162, "lr": 0.001, "rank_data_time": 0.005847685970366001, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.41642579063773155, "total_loss": 0.4401396154426038}
{"data_time": 0.005880424752831459, "eta_seconds": 1042.7975561469793, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.203125, "fast_rcnn/fg_cls_accuracy": 0.7892736486486487, "iteration": 7499, "loss_box_reg": 0.33558815717697144, "loss_cls": 0.20676304399967194, "loss_rpn_cls": 0.008483435492962599, "loss_rpn_loc": 0.040365686640143394, "lr": 0.001, "rank_data_time": 0.005880424752831459, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.4168990454636514, "total_loss": 0.5944771068170667}
{"data_time": 0.00641678599640727, "eta_seconds": 1034.5001197606325, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10111682046979865, "fast_rcnn/fg_cls_accuracy": 0.8764070900537635, "iteration": 7519, "loss_box_reg": 0.25440557301044464, "loss_cls": 0.1238257922232151, "loss_rpn_cls": 0.0024142528418451548, "loss_rpn_loc": 0.02253302652388811, "lr": 0.001, "rank_data_time": 0.00641678599640727, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.4185696803033352, "total_loss": 0.3992246522102505}
{"data_time": 0.005773266777396202, "eta_seconds": 1026.157376859337, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.17057667103538665, "fast_rcnn/fg_cls_accuracy": 0.8167745535714286, "iteration": 7539, "loss_box_reg": 0.2771703898906708, "loss_cls": 0.17440848797559738, "loss_rpn_cls": 0.004210371989756823, "loss_rpn_loc": 0.028356540016829967, "lr": 0.001, "rank_data_time": 0.005773266777396202, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.4189700074493885, "total_loss": 0.48145100043620914}
{"data_time": 0.00601558294147253, "eta_seconds": 1017.7704147994518, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8307075681279621, "iteration": 7559, "loss_box_reg": 0.3135875463485718, "loss_cls": 0.1622108891606331, "loss_rpn_cls": 0.008854149375110865, "loss_rpn_loc": 0.02838000748306513, "lr": 0.001, "rank_data_time": 0.00601558294147253, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41806997638195753, "total_loss": 0.5029825665988028}
{"data_time": 0.005932615138590336, "eta_seconds": 1009.3979483656585, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14639867882745938, "fast_rcnn/fg_cls_accuracy": 0.8427868363491748, "iteration": 7579, "loss_box_reg": 0.2796546518802643, "loss_cls": 0.14361503720283508, "loss_rpn_cls": 0.011312764137983322, "loss_rpn_loc": 0.022360969334840775, "lr": 0.001, "rank_data_time": 0.005932615138590336, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.4149763542227447, "total_loss": 0.4457735940814018}
{"data_time": 0.005978986620903015, "eta_seconds": 1000.9650316089392, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17430581574455684, "fast_rcnn/fg_cls_accuracy": 0.7993055555555556, "iteration": 7599, "loss_box_reg": 0.274118110537529, "loss_cls": 0.1575285866856575, "loss_rpn_cls": 0.014382691122591496, "loss_rpn_loc": 0.024641908705234528, "lr": 0.001, "rank_data_time": 0.005978986620903015, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.4161745407618582, "total_loss": 0.5240182750858366}
{"data_time": 0.005796988029032946, "eta_seconds": 992.5622890051454, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15431455190771962, "fast_rcnn/fg_cls_accuracy": 0.8395629991126885, "iteration": 7619, "loss_box_reg": 0.3172081857919693, "loss_cls": 0.159944549202919, "loss_rpn_cls": 0.00828555691987276, "loss_rpn_loc": 0.038997482508420944, "lr": 0.001, "rank_data_time": 0.005796988029032946, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4176588752306998, "total_loss": 0.5293568577617407}
{"data_time": 0.0065611121244728565, "eta_seconds": 984.2859373241663, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.18340517241379312, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 7639, "loss_box_reg": 0.2742975354194641, "loss_cls": 0.18461375683546066, "loss_rpn_cls": 0.010506856255233288, "loss_rpn_loc": 0.039544884115457535, "lr": 0.001, "rank_data_time": 0.0065611121244728565, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.4187830379232764, "total_loss": 0.5423374436795712}
{"data_time": 0.005859375465661287, "eta_seconds": 975.8050834480673, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1597079918032787, "fast_rcnn/fg_cls_accuracy": 0.8215967465753424, "iteration": 7659, "loss_box_reg": 0.2400452047586441, "loss_cls": 0.15017317235469818, "loss_rpn_cls": 0.006522158160805702, "loss_rpn_loc": 0.02488345466554165, "lr": 0.001, "rank_data_time": 0.005859375465661287, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4168340819887817, "total_loss": 0.48293592291884124}
{"data_time": 0.005794398952275515, "eta_seconds": 967.4344997853041, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1438953488372093, "fast_rcnn/fg_cls_accuracy": 0.8541666666666667, "iteration": 7679, "loss_box_reg": 0.28834497928619385, "loss_cls": 0.149691142141819, "loss_rpn_cls": 0.01589923957362771, "loss_rpn_loc": 0.03249575383961201, "lr": 0.001, "rank_data_time": 0.005794398952275515, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.4173829318024218, "total_loss": 0.47828727681189775}
{"data_time": 0.005822209641337395, "eta_seconds": 959.104684414342, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.130584286971831, "fast_rcnn/fg_cls_accuracy": 0.8396898103503696, "iteration": 7699, "loss_box_reg": 0.2721237689256668, "loss_cls": 0.15528126806020737, "loss_rpn_cls": 0.0056094268802553415, "loss_rpn_loc": 0.029169345274567604, "lr": 0.001, "rank_data_time": 0.005822209641337395, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.4159729741513729, "total_loss": 0.48069548269268125}
{"data_time": 0.00601766724139452, "eta_seconds": 950.9203123301268, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.12714594462341475, "fast_rcnn/fg_cls_accuracy": 0.8483690693430657, "iteration": 7719, "loss_box_reg": 0.259792685508728, "loss_cls": 0.15240098536014557, "loss_rpn_cls": 0.008369393181055784, "loss_rpn_loc": 0.026519752107560635, "lr": 0.001, "rank_data_time": 0.00601766724139452, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.4195388616062701, "total_loss": 0.4429640709422529}
{"data_time": 0.0059251622296869755, "eta_seconds": 942.6722092740238, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1626674107142857, "fast_rcnn/fg_cls_accuracy": 0.8296447568389058, "iteration": 7739, "loss_box_reg": 0.28709354996681213, "loss_cls": 0.170549176633358, "loss_rpn_cls": 0.008828562218695879, "loss_rpn_loc": 0.03088265471160412, "lr": 0.001, "rank_data_time": 0.0059251622296869755, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4187615127302706, "total_loss": 0.48605050100013614}
{"data_time": 0.005801683757454157, "eta_seconds": 934.3299773335457, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.193359375, "fast_rcnn/fg_cls_accuracy": 0.779969262295082, "iteration": 7759, "loss_box_reg": 0.29148368537425995, "loss_cls": 0.180780790746212, "loss_rpn_cls": 0.006220742827281356, "loss_rpn_loc": 0.03326467052102089, "lr": 0.001, "rank_data_time": 0.005801683757454157, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4154790877364576, "total_loss": 0.5349706129636616}
{"data_time": 0.005777744576334953, "eta_seconds": 926.0253218282014, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12952161815068491, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 7779, "loss_box_reg": 0.2500351518392563, "loss_cls": 0.1411830633878708, "loss_rpn_cls": 0.006836986169219017, "loss_rpn_loc": 0.02242409437894821, "lr": 0.001, "rank_data_time": 0.005777744576334953, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.41713571595028043, "total_loss": 0.431247889471706}
{"data_time": 0.005745026748627424, "eta_seconds": 917.71084908396, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.76953125, "iteration": 7799, "loss_box_reg": 0.2816001921892166, "loss_cls": 0.16050566732883453, "loss_rpn_cls": 0.00478636147454381, "loss_rpn_loc": 0.02759493701159954, "lr": 0.001, "rank_data_time": 0.005745026748627424, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4182102307677269, "total_loss": 0.5275337754865177}
{"data_time": 0.005938606336712837, "eta_seconds": 909.381777336821, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13928136081560283, "fast_rcnn/fg_cls_accuracy": 0.8225192775974026, "iteration": 7819, "loss_box_reg": 0.24135302752256393, "loss_cls": 0.18629468977451324, "loss_rpn_cls": 0.0069246962666511536, "loss_rpn_loc": 0.02783727552741766, "lr": 0.001, "rank_data_time": 0.005938606336712837, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.415937518235296, "total_loss": 0.4918306637555361}
{"data_time": 0.005799822974950075, "eta_seconds": 900.9962495416403, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14208410636982066, "fast_rcnn/fg_cls_accuracy": 0.8383049242424243, "iteration": 7839, "loss_box_reg": 0.30246300995349884, "loss_cls": 0.14175783097743988, "loss_rpn_cls": 0.006590696284547448, "loss_rpn_loc": 0.029848999343812466, "lr": 0.001, "rank_data_time": 0.005799822974950075, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.415009752381593, "total_loss": 0.4705884016584605}
{"data_time": 0.0060263932682573795, "eta_seconds": 892.6299068517983, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.18423384978991597, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 7859, "loss_box_reg": 0.3243652433156967, "loss_cls": 0.20285683870315552, "loss_rpn_cls": 0.008037845836952329, "loss_rpn_loc": 0.037141602486371994, "lr": 0.001, "rank_data_time": 0.0060263932682573795, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.4166065906174481, "total_loss": 0.5731043997220695}
{"data_time": 0.005858448334038258, "eta_seconds": 884.317729305476, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1681657037815126, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 7879, "loss_box_reg": 0.2766483277082443, "loss_cls": 0.13132457435131073, "loss_rpn_cls": 0.012557730544358492, "loss_rpn_loc": 0.035249173641204834, "lr": 0.001, "rank_data_time": 0.005858448334038258, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4175820127129555, "total_loss": 0.5009729946032166}
{"data_time": 0.005755163263529539, "eta_seconds": 875.9193529374897, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1792157306763285, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 7899, "loss_box_reg": 0.28599730134010315, "loss_cls": 0.13196635991334915, "loss_rpn_cls": 0.008038770407438278, "loss_rpn_loc": 0.034174226224422455, "lr": 0.001, "rank_data_time": 0.005755163263529539, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.4141890471801162, "total_loss": 0.4549580221064389}
{"data_time": 0.005739461164921522, "eta_seconds": 867.5931698083878, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15691361003861004, "fast_rcnn/fg_cls_accuracy": 0.8172940340909092, "iteration": 7919, "loss_box_reg": 0.3062148988246918, "loss_cls": 0.16106810420751572, "loss_rpn_cls": 0.008589973207563162, "loss_rpn_loc": 0.04801706597208977, "lr": 0.001, "rank_data_time": 0.005739461164921522, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.4189037852920592, "total_loss": 0.5260819024406374}
{"data_time": 0.005862511694431305, "eta_seconds": 859.239575881511, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 7939, "loss_box_reg": 0.2837703675031662, "loss_cls": 0.1616736426949501, "loss_rpn_cls": 0.012716944795101881, "loss_rpn_loc": 0.02895569335669279, "lr": 0.001, "rank_data_time": 0.005862511694431305, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.4178709015250206, "total_loss": 0.49404610064812005}
{"data_time": 0.006004560273140669, "eta_seconds": 850.8852058835328, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11504536290322581, "fast_rcnn/fg_cls_accuracy": 0.8482302295918367, "iteration": 7959, "loss_box_reg": 0.26149681210517883, "loss_cls": 0.11926816776394844, "loss_rpn_cls": 0.010475794784724712, "loss_rpn_loc": 0.0322427861392498, "lr": 0.001, "rank_data_time": 0.006004560273140669, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.4177802796475589, "total_loss": 0.43235012516379356}
{"data_time": 0.005957086104899645, "eta_seconds": 842.5321669876575, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1423036465638149, "fast_rcnn/fg_cls_accuracy": 0.839556277056277, "iteration": 7979, "loss_box_reg": 0.3019230216741562, "loss_cls": 0.15579865127801895, "loss_rpn_cls": 0.011080469470471144, "loss_rpn_loc": 0.034347739070653915, "lr": 0.001, "rank_data_time": 0.005957086104899645, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41658101696521044, "total_loss": 0.5188674090895802}
{"data_time": 0.006100108847022057, "eta_seconds": 834.0788595378399, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.11802648733960064, "fast_rcnn/fg_cls_accuracy": 0.8495353228672986, "iteration": 7999, "loss_box_reg": 0.27886633574962616, "loss_cls": 0.15108893066644669, "loss_rpn_cls": 0.008141926024109125, "loss_rpn_loc": 0.036745429039001465, "lr": 0.001, "rank_data_time": 0.006100108847022057, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.4150153296068311, "total_loss": 0.48177868057973683}
{"data_time": 0.0068465168587863445, "eta_seconds": 825.696479100734, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.845260908018868, "iteration": 8019, "loss_box_reg": 0.2662082612514496, "loss_cls": 0.14365705102682114, "loss_rpn_cls": 0.009045857470482588, "loss_rpn_loc": 0.0303238769993186, "lr": 0.001, "rank_data_time": 0.0068465168587863445, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.4166712616570294, "total_loss": 0.4600300914607942}
{"data_time": 0.005930766463279724, "eta_seconds": 817.307326104492, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.0958630862583392, "fast_rcnn/fg_cls_accuracy": 0.858964158520876, "iteration": 8039, "loss_box_reg": 0.24387667328119278, "loss_cls": 0.14598271250724792, "loss_rpn_cls": 0.00462486082687974, "loss_rpn_loc": 0.02474682219326496, "lr": 0.001, "rank_data_time": 0.005930766463279724, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41643485939130187, "total_loss": 0.3907414758577943}
{"data_time": 0.005746489856392145, "eta_seconds": 809.0131937060505, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.15740740740740738, "fast_rcnn/fg_cls_accuracy": 0.8322510822510822, "iteration": 8059, "loss_box_reg": 0.2997102439403534, "loss_cls": 0.13421455770730972, "loss_rpn_cls": 0.007446548668667674, "loss_rpn_loc": 0.03467567637562752, "lr": 0.001, "rank_data_time": 0.005746489856392145, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.4168910328298807, "total_loss": 0.4815601613954641}
{"data_time": 0.005770858842879534, "eta_seconds": 800.620504617691, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10336728639240506, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 8079, "loss_box_reg": 0.2415524274110794, "loss_cls": 0.12477171793580055, "loss_rpn_cls": 0.004451227490790188, "loss_rpn_loc": 0.02141346875578165, "lr": 0.001, "rank_data_time": 0.005770858842879534, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.41507210303097963, "total_loss": 0.39488403106224723}
{"data_time": 0.005949170328676701, "eta_seconds": 792.2999476082623, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2074117288961039, "fast_rcnn/fg_cls_accuracy": 0.7867288961038961, "iteration": 8099, "loss_box_reg": 0.29017844796180725, "loss_cls": 0.18311259895563126, "loss_rpn_cls": 0.007321736542508006, "loss_rpn_loc": 0.03353682532906532, "lr": 0.001, "rank_data_time": 0.005949170328676701, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.4174986742436886, "total_loss": 0.5534074325114489}
{"data_time": 0.005928711965680122, "eta_seconds": 783.933755774051, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8410889737991266, "iteration": 8119, "loss_box_reg": 0.29540805518627167, "loss_cls": 0.16183899343013763, "loss_rpn_cls": 0.007776044076308608, "loss_rpn_loc": 0.03070513717830181, "lr": 0.001, "rank_data_time": 0.005928711965680122, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.41701257694512606, "total_loss": 0.49508674442768097}
{"data_time": 0.005748116411268711, "eta_seconds": 775.6199487112463, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1353717672413793, "fast_rcnn/fg_cls_accuracy": 0.8549624402458457, "iteration": 8139, "loss_box_reg": 0.22657561302185059, "loss_cls": 0.14757592976093292, "loss_rpn_cls": 0.006577238207682967, "loss_rpn_loc": 0.02281969226896763, "lr": 0.001, "rank_data_time": 0.005748116411268711, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.4172382652759552, "total_loss": 0.4474667605245486}
{"data_time": 0.005651203915476799, "eta_seconds": 767.2977016493678, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.1837810359589041, "fast_rcnn/fg_cls_accuracy": 0.7890625, "iteration": 8159, "loss_box_reg": 0.30573585629463196, "loss_cls": 0.19432051479816437, "loss_rpn_cls": 0.007563842460513115, "loss_rpn_loc": 0.029296619817614555, "lr": 0.001, "rank_data_time": 0.005651203915476799, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.4172339467331767, "total_loss": 0.5052342121489346}
{"data_time": 0.005829241592437029, "eta_seconds": 759.0340066049248, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.18093147039254825, "fast_rcnn/fg_cls_accuracy": 0.794921875, "iteration": 8179, "loss_box_reg": 0.2787371575832367, "loss_cls": 0.17824917286634445, "loss_rpn_cls": 0.006904444890096784, "loss_rpn_loc": 0.030259915627539158, "lr": 0.001, "rank_data_time": 0.005829241592437029, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.417442140635103, "total_loss": 0.5244071399793029}
{"data_time": 0.0061352248303592205, "eta_seconds": 750.6173168309033, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14625264830508475, "fast_rcnn/fg_cls_accuracy": 0.8334895755212239, "iteration": 8199, "loss_box_reg": 0.31141839921474457, "loss_cls": 0.1636345162987709, "loss_rpn_cls": 0.006090011680498719, "loss_rpn_loc": 0.03455358184874058, "lr": 0.001, "rank_data_time": 0.0061352248303592205, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.41587857576087117, "total_loss": 0.538515658583492}
{"data_time": 0.0059065488167107105, "eta_seconds": 742.3288994003087, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.20105865036231885, "fast_rcnn/fg_cls_accuracy": 0.7643648568758701, "iteration": 8219, "loss_box_reg": 0.3226448893547058, "loss_cls": 0.21137820184230804, "loss_rpn_cls": 0.012841402553021908, "loss_rpn_loc": 0.04090237617492676, "lr": 0.001, "rank_data_time": 0.0059065488167107105, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.41561174113303423, "total_loss": 0.5887316180160269}
{"data_time": 0.005749323405325413, "eta_seconds": 734.0109074860811, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11156614544551999, "fast_rcnn/fg_cls_accuracy": 0.8631173988582774, "iteration": 8239, "loss_box_reg": 0.29604479670524597, "loss_cls": 0.10646731778979301, "loss_rpn_cls": 0.007456109393388033, "loss_rpn_loc": 0.022662248462438583, "lr": 0.001, "rank_data_time": 0.005749323405325413, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.4161885641515255, "total_loss": 0.45489438716322184}
{"data_time": 0.005897985305637121, "eta_seconds": 725.6097716744989, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.8067865015560166, "iteration": 8259, "loss_box_reg": 0.2721226066350937, "loss_cls": 0.13618264347314835, "loss_rpn_cls": 0.009485010523349047, "loss_rpn_loc": 0.031201803125441074, "lr": 0.001, "rank_data_time": 0.005897985305637121, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.4154196516610682, "total_loss": 0.43542803544551134}
{"data_time": 0.006128044333308935, "eta_seconds": 717.2399525716901, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.13289341797527565, "fast_rcnn/fg_cls_accuracy": 0.8550484839156534, "iteration": 8279, "loss_box_reg": 0.25244341790676117, "loss_cls": 0.11953234672546387, "loss_rpn_cls": 0.004805173724889755, "loss_rpn_loc": 0.022785061970353127, "lr": 0.001, "rank_data_time": 0.006128044333308935, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.4160030731000006, "total_loss": 0.4199881081003696}
{"data_time": 0.00573186669498682, "eta_seconds": 708.8890073355287, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.17292463860544216, "fast_rcnn/fg_cls_accuracy": 0.795219457646072, "iteration": 8299, "loss_box_reg": 0.2399417981505394, "loss_cls": 0.1686079204082489, "loss_rpn_cls": 0.007097452646121383, "loss_rpn_loc": 0.03219509311020374, "lr": 0.001, "rank_data_time": 0.00573186669498682, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.41596915014088154, "total_loss": 0.4825869626365602}
{"data_time": 0.006001494824886322, "eta_seconds": 700.594036616385, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.19140625, "fast_rcnn/fg_cls_accuracy": 0.7760298295454545, "iteration": 8319, "loss_box_reg": 0.3085731863975525, "loss_cls": 0.17411449551582336, "loss_rpn_cls": 0.009948391932994127, "loss_rpn_loc": 0.032993653789162636, "lr": 0.001, "rank_data_time": 0.006001494824886322, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.41650384571403265, "total_loss": 0.5248658005148172}
{"data_time": 0.005782260559499264, "eta_seconds": 692.2359699662775, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.15722049689440992, "fast_rcnn/fg_cls_accuracy": 0.8423549107142857, "iteration": 8339, "loss_box_reg": 0.28929224610328674, "loss_cls": 0.15282157063484192, "loss_rpn_cls": 0.007120721274986863, "loss_rpn_loc": 0.02396276220679283, "lr": 0.001, "rank_data_time": 0.005782260559499264, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.41486168978735805, "total_loss": 0.4622761523351073}
{"data_time": 0.005659423302859068, "eta_seconds": 683.7509524263442, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15475671750181552, "fast_rcnn/fg_cls_accuracy": 0.8342436974789915, "iteration": 8359, "loss_box_reg": 0.26520565152168274, "loss_cls": 0.16036498546600342, "loss_rpn_cls": 0.004393555340357125, "loss_rpn_loc": 0.02430619578808546, "lr": 0.001, "rank_data_time": 0.005659423302859068, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41566029749810696, "total_loss": 0.4475698653841391}
{"data_time": 0.005715010687708855, "eta_seconds": 675.4125261772424, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.1862292921686747, "fast_rcnn/fg_cls_accuracy": 0.778435054773083, "iteration": 8379, "loss_box_reg": 0.3132326155900955, "loss_cls": 0.19833237677812576, "loss_rpn_cls": 0.006452577654272318, "loss_rpn_loc": 0.029429915361106396, "lr": 0.001, "rank_data_time": 0.005715010687708855, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4161086236126721, "total_loss": 0.5610292537603527}
{"data_time": 0.005816618911921978, "eta_seconds": 667.0877605676651, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.16141252006420545, "fast_rcnn/fg_cls_accuracy": 0.8274950429610046, "iteration": 8399, "loss_box_reg": 0.2402980625629425, "loss_cls": 0.1452866867184639, "loss_rpn_cls": 0.008608696982264519, "loss_rpn_loc": 0.02681474480777979, "lr": 0.001, "rank_data_time": 0.005816618911921978, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.41866390593349934, "total_loss": 0.4121724208816886}
{"data_time": 0.005555238574743271, "eta_seconds": 658.702185517177, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1383125, "fast_rcnn/fg_cls_accuracy": 0.8387784090909092, "iteration": 8419, "loss_box_reg": 0.26447394490242004, "loss_cls": 0.15504231303930283, "loss_rpn_cls": 0.007579883327707648, "loss_rpn_loc": 0.029868069104850292, "lr": 0.001, "rank_data_time": 0.005555238574743271, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4148165355436504, "total_loss": 0.4145044171018526}
{"data_time": 0.005609882064163685, "eta_seconds": 650.1993158832192, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.16365248226950355, "fast_rcnn/fg_cls_accuracy": 0.8158929722759509, "iteration": 8439, "loss_box_reg": 0.2364199161529541, "loss_cls": 0.11286693438887596, "loss_rpn_cls": 0.00654084631241858, "loss_rpn_loc": 0.02051188051700592, "lr": 0.001, "rank_data_time": 0.005609882064163685, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.4159073499031365, "total_loss": 0.4132529266644269}
{"data_time": 0.005723184440284967, "eta_seconds": 641.8722262606025, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.19529346622369878, "fast_rcnn/fg_cls_accuracy": 0.8030348012535049, "iteration": 8459, "loss_box_reg": 0.29706209897994995, "loss_cls": 0.1436173990368843, "loss_rpn_cls": 0.006075449287891388, "loss_rpn_loc": 0.0322486087679863, "lr": 0.001, "rank_data_time": 0.005723184440284967, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.4172912137582898, "total_loss": 0.49134819209575653}
{"data_time": 0.005774934310466051, "eta_seconds": 633.5894828289747, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 8479, "loss_box_reg": 0.30414144694805145, "loss_cls": 0.18207944184541702, "loss_rpn_cls": 0.006795734632760286, "loss_rpn_loc": 0.029534156434237957, "lr": 0.001, "rank_data_time": 0.005774934310466051, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.4179523242637515, "total_loss": 0.5210336958989501}
{"data_time": 0.006278652232140303, "eta_seconds": 625.1938487403095, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.16619047619047617, "fast_rcnn/fg_cls_accuracy": 0.8046079705436431, "iteration": 8499, "loss_box_reg": 0.304534912109375, "loss_cls": 0.16869324445724487, "loss_rpn_cls": 0.01606087666004896, "loss_rpn_loc": 0.039218008518218994, "lr": 0.001, "rank_data_time": 0.006278652232140303, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.4153781598433852, "total_loss": 0.5464705796912313}
{"data_time": 0.005674562882632017, "eta_seconds": 616.7038152366877, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.11027405753968253, "fast_rcnn/fg_cls_accuracy": 0.8688895996588304, "iteration": 8519, "loss_box_reg": 0.2955106645822525, "loss_cls": 0.1378074511885643, "loss_rpn_cls": 0.006469752872362733, "loss_rpn_loc": 0.02630289364606142, "lr": 0.001, "rank_data_time": 0.005674562882632017, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4149941634386778, "total_loss": 0.48486097739078104}
{"data_time": 0.006086533423513174, "eta_seconds": 608.332871478051, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17898760411371367, "fast_rcnn/fg_cls_accuracy": 0.8101546155857741, "iteration": 8539, "loss_box_reg": 0.2680911123752594, "loss_cls": 0.1518852561712265, "loss_rpn_cls": 0.005901290802285075, "loss_rpn_loc": 0.04022274538874626, "lr": 0.001, "rank_data_time": 0.006086533423513174, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.4162851693108678, "total_loss": 0.49854473071172833}
{"data_time": 0.006007399410009384, "eta_seconds": 599.9319655448198, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14738948170731708, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 8559, "loss_box_reg": 0.2646217942237854, "loss_cls": 0.1291305273771286, "loss_rpn_cls": 0.006015600403770804, "loss_rpn_loc": 0.023628336377441883, "lr": 0.001, "rank_data_time": 0.006007399410009384, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4160896223038435, "total_loss": 0.4160945087787695}
{"data_time": 0.0060120876878499985, "eta_seconds": 591.6662174649537, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1311500726744186, "fast_rcnn/fg_cls_accuracy": 0.8334161056542693, "iteration": 8579, "loss_box_reg": 0.2584438920021057, "loss_cls": 0.12938710674643517, "loss_rpn_cls": 0.008546676486730576, "loss_rpn_loc": 0.027648601680994034, "lr": 0.001, "rank_data_time": 0.0060120876878499985, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4198601064272225, "total_loss": 0.4487936580553651}
{"data_time": 0.005682064685970545, "eta_seconds": 583.3624885417521, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.14380637886597938, "fast_rcnn/fg_cls_accuracy": 0.8470384055536894, "iteration": 8599, "loss_box_reg": 0.23927397280931473, "loss_cls": 0.1373591050505638, "loss_rpn_cls": 0.009208149276673794, "loss_rpn_loc": 0.030446832068264484, "lr": 0.001, "rank_data_time": 0.005682064685970545, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.4184736614115536, "total_loss": 0.40436072275042534}
{"data_time": 0.005967993754893541, "eta_seconds": 574.9995634518564, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1466457902892562, "fast_rcnn/fg_cls_accuracy": 0.8297334558823529, "iteration": 8619, "loss_box_reg": 0.2867656946182251, "loss_cls": 0.16103025525808334, "loss_rpn_cls": 0.010018141008913517, "loss_rpn_loc": 0.031127626076340675, "lr": 0.001, "rank_data_time": 0.005967993754893541, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.41561791114509106, "total_loss": 0.4949561022222042}
{"data_time": 0.005877568852156401, "eta_seconds": 566.602411903441, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 8639, "loss_box_reg": 0.3454282134771347, "loss_cls": 0.18950407952070236, "loss_rpn_cls": 0.007825708482414484, "loss_rpn_loc": 0.03577858582139015, "lr": 0.001, "rank_data_time": 0.005877568852156401, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.41608497174456716, "total_loss": 0.6354690850712359}
{"data_time": 0.006009983364492655, "eta_seconds": 558.2700234930962, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.162109375, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 8659, "loss_box_reg": 0.25645650923252106, "loss_cls": 0.15323720127344131, "loss_rpn_cls": 0.00783126475289464, "loss_rpn_loc": 0.023789414204657078, "lr": 0.001, "rank_data_time": 0.006009983364492655, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4168508583679795, "total_loss": 0.4559004862094298}
{"data_time": 0.005989245139062405, "eta_seconds": 549.9376350827515, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1654575892857143, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 8679, "loss_box_reg": 0.2726135551929474, "loss_cls": 0.16288432478904724, "loss_rpn_cls": 0.008964345324784517, "loss_rpn_loc": 0.03425776772201061, "lr": 0.001, "rank_data_time": 0.005989245139062405, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.41936208633705974, "total_loss": 0.5068821557215415}
{"data_time": 0.005797554273158312, "eta_seconds": 541.6389210149646, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8233996975806452, "iteration": 8699, "loss_box_reg": 0.31647852063179016, "loss_cls": 0.17742124944925308, "loss_rpn_cls": 0.008557010907679796, "loss_rpn_loc": 0.031966294161975384, "lr": 0.001, "rank_data_time": 0.005797554273158312, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.4172765235416591, "total_loss": 0.560379266506061}
{"data_time": 0.006493884138762951, "eta_seconds": 533.2000893354416, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.15706515706515706, "fast_rcnn/fg_cls_accuracy": 0.8057915057915057, "iteration": 8719, "loss_box_reg": 0.26177187263965607, "loss_cls": 0.12525378912687302, "loss_rpn_cls": 0.008615590631961823, "loss_rpn_loc": 0.02672641258686781, "lr": 0.001, "rank_data_time": 0.006493884138762951, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.41543386643752456, "total_loss": 0.43548240209929645}
{"data_time": 0.006346132140606642, "eta_seconds": 524.5748699270189, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14807560137457043, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 8739, "loss_box_reg": 0.2567838430404663, "loss_cls": 0.15686312317848206, "loss_rpn_cls": 0.008147731656208634, "loss_rpn_loc": 0.025282057002186775, "lr": 0.001, "rank_data_time": 0.006346132140606642, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.4142672517336905, "total_loss": 0.4415810618083924}
{"data_time": 0.006174431182444096, "eta_seconds": 516.3363660685718, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 8759, "loss_box_reg": 0.34385058283805847, "loss_cls": 0.1536332219839096, "loss_rpn_cls": 0.008699238765984774, "loss_rpn_loc": 0.03358311392366886, "lr": 0.001, "rank_data_time": 0.006174431182444096, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41832971293479204, "total_loss": 0.5590530743356794}
{"data_time": 0.005524230655282736, "eta_seconds": 508.0004935897887, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.10342782217782218, "fast_rcnn/fg_cls_accuracy": 0.8874289772727273, "iteration": 8779, "loss_box_reg": 0.24352267384529114, "loss_cls": 0.11183599755167961, "loss_rpn_cls": 0.005363835254684091, "loss_rpn_loc": 0.023289448581635952, "lr": 0.001, "rank_data_time": 0.005524230655282736, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.4165794746950269, "total_loss": 0.38544023712165654}
{"data_time": 0.005740426015108824, "eta_seconds": 499.66384023427963, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.162109375, "fast_rcnn/fg_cls_accuracy": 0.8201469687691365, "iteration": 8799, "loss_box_reg": 0.3266477882862091, "loss_cls": 0.1739884540438652, "loss_rpn_cls": 0.009197096340358257, "loss_rpn_loc": 0.03257650788873434, "lr": 0.001, "rank_data_time": 0.005740426015108824, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.41885816119611263, "total_loss": 0.5999548593536019}
{"data_time": 0.005458013154566288, "eta_seconds": 491.31065763533115, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.12872254164823826, "fast_rcnn/fg_cls_accuracy": 0.8282786885245902, "iteration": 8819, "loss_box_reg": 0.2868858575820923, "loss_cls": 0.15422801673412323, "loss_rpn_cls": 0.010413215495646, "loss_rpn_loc": 0.03508644923567772, "lr": 0.001, "rank_data_time": 0.005458013154566288, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4161194949410856, "total_loss": 0.4808369125239551}
{"data_time": 0.005582233890891075, "eta_seconds": 482.95579578727484, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.13697076612903225, "fast_rcnn/fg_cls_accuracy": 0.8303821879382889, "iteration": 8839, "loss_box_reg": 0.22728464007377625, "loss_cls": 0.10766425728797913, "loss_rpn_cls": 0.009336816146969795, "loss_rpn_loc": 0.017904465086758137, "lr": 0.001, "rank_data_time": 0.005582233890891075, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.4148397766984999, "total_loss": 0.3515254156664014}
{"data_time": 0.005823393817991018, "eta_seconds": 474.5719935838133, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8357319078947368, "iteration": 8859, "loss_box_reg": 0.29984526336193085, "loss_cls": 0.1610950380563736, "loss_rpn_cls": 0.006854889448732138, "loss_rpn_loc": 0.028691603802144527, "lr": 0.001, "rank_data_time": 0.005823393817991018, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.41580136911943555, "total_loss": 0.4979516607709229}
{"data_time": 0.005914036650210619, "eta_seconds": 466.215905174613, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.185546875, "fast_rcnn/fg_cls_accuracy": 0.8051873518957346, "iteration": 8879, "loss_box_reg": 0.29069139063358307, "loss_cls": 0.1559004709124565, "loss_rpn_cls": 0.008498912211507559, "loss_rpn_loc": 0.03500673547387123, "lr": 0.001, "rank_data_time": 0.005914036650210619, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4159511076286435, "total_loss": 0.4768126483540982}
{"data_time": 0.005719918757677078, "eta_seconds": 457.89527064189315, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.14564732142857142, "fast_rcnn/fg_cls_accuracy": 0.849624060150376, "iteration": 8899, "loss_box_reg": 0.2392098531126976, "loss_cls": 0.10404152423143387, "loss_rpn_cls": 0.006701122270897031, "loss_rpn_loc": 0.020993130281567574, "lr": 0.001, "rank_data_time": 0.005719918757677078, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.4151952904649079, "total_loss": 0.4015283862827346}
{"data_time": 0.0059507740661501884, "eta_seconds": 449.55447820946574, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15534694220430106, "fast_rcnn/fg_cls_accuracy": 0.8205148157370519, "iteration": 8919, "loss_box_reg": 0.3029557168483734, "loss_cls": 0.16064141690731049, "loss_rpn_cls": 0.0065576802007853985, "loss_rpn_loc": 0.03362030349671841, "lr": 0.001, "rank_data_time": 0.0059507740661501884, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4178768964484334, "total_loss": 0.5048994064563885}
{"data_time": 0.006170349195599556, "eta_seconds": 441.22138117440045, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12860720693779903, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 8939, "loss_box_reg": 0.29194360971450806, "loss_cls": 0.17529092729091644, "loss_rpn_cls": 0.00732853077352047, "loss_rpn_loc": 0.036527229472994804, "lr": 0.001, "rank_data_time": 0.006170349195599556, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.4175481223501265, "total_loss": 0.5369645482860506}
{"data_time": 0.006544218864291906, "eta_seconds": 432.89644945412874, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.20634142287234042, "fast_rcnn/fg_cls_accuracy": 0.766344572368421, "iteration": 8959, "loss_box_reg": 0.28605662286281586, "loss_cls": 0.18472351878881454, "loss_rpn_cls": 0.006704919505864382, "loss_rpn_loc": 0.03563125804066658, "lr": 0.001, "rank_data_time": 0.006544218864291906, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.416806791909039, "total_loss": 0.5476890942081809}
{"data_time": 0.006237287074327469, "eta_seconds": 424.5965973380953, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17629894578313254, "fast_rcnn/fg_cls_accuracy": 0.7778240266393442, "iteration": 8979, "loss_box_reg": 0.2909986674785614, "loss_cls": 0.18439257889986038, "loss_rpn_cls": 0.011076918337494135, "loss_rpn_loc": 0.03352324292063713, "lr": 0.001, "rank_data_time": 0.006237287074327469, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.41773686232045293, "total_loss": 0.5687534241005778}
{"data_time": 0.005802340339869261, "eta_seconds": 416.3412032648921, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1889220910138249, "fast_rcnn/fg_cls_accuracy": 0.7951935016556291, "iteration": 8999, "loss_box_reg": 0.2907427102327347, "loss_cls": 0.1709316149353981, "loss_rpn_cls": 0.00831941794604063, "loss_rpn_loc": 0.03817880526185036, "lr": 0.001, "rank_data_time": 0.005802340339869261, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.41878214990720153, "total_loss": 0.5137448512250558}
{"data_time": 0.0063414848409593105, "eta_seconds": 408.00308777950704, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1328125, "fast_rcnn/fg_cls_accuracy": 0.8407456140350877, "iteration": 9019, "loss_box_reg": 0.27588486671447754, "loss_cls": 0.15643642097711563, "loss_rpn_cls": 0.004043703665956855, "loss_rpn_loc": 0.02636806759983301, "lr": 0.001, "rank_data_time": 0.0063414848409593105, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.4164937688037753, "total_loss": 0.48009240673854947}
{"data_time": 0.005894871428608894, "eta_seconds": 399.7147795557976, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.13725810669456068, "fast_rcnn/fg_cls_accuracy": 0.8462833420502092, "iteration": 9039, "loss_box_reg": 0.2876339554786682, "loss_cls": 0.16999033838510513, "loss_rpn_cls": 0.003554553957656026, "loss_rpn_loc": 0.02712808270007372, "lr": 0.001, "rank_data_time": 0.005894871428608894, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.4182018735446036, "total_loss": 0.5135986425448209}
{"data_time": 0.005724729038774967, "eta_seconds": 391.4393414929509, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.13883615654205606, "fast_rcnn/fg_cls_accuracy": 0.8168595068565401, "iteration": 9059, "loss_box_reg": 0.2777121961116791, "loss_cls": 0.17102623730897903, "loss_rpn_cls": 0.004892207914963365, "loss_rpn_loc": 0.034861527383327484, "lr": 0.001, "rank_data_time": 0.005724729038774967, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4190222164615989, "total_loss": 0.5135404723696411}
{"data_time": 0.005838442128151655, "eta_seconds": 383.13113471493125, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1497826986754967, "fast_rcnn/fg_cls_accuracy": 0.8251689189189189, "iteration": 9079, "loss_box_reg": 0.2573022246360779, "loss_cls": 0.16442696750164032, "loss_rpn_cls": 0.006154855014756322, "loss_rpn_loc": 0.025304023176431656, "lr": 0.001, "rank_data_time": 0.005838442128151655, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.4165309853851795, "total_loss": 0.4768747801426798}
{"data_time": 0.0054146889597177505, "eta_seconds": 374.7949244454503, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7951317148760331, "iteration": 9099, "loss_box_reg": 0.28275202214717865, "loss_cls": 0.16311267763376236, "loss_rpn_cls": 0.007429849356412888, "loss_rpn_loc": 0.037288062274456024, "lr": 0.001, "rank_data_time": 0.0054146889597177505, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.41568795358762145, "total_loss": 0.5315413430798799}
{"data_time": 0.005951571743935347, "eta_seconds": 366.4567418023944, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1811740890688259, "fast_rcnn/fg_cls_accuracy": 0.8107296235380117, "iteration": 9119, "loss_box_reg": 0.29405632615089417, "loss_cls": 0.15880411118268967, "loss_rpn_cls": 0.011455355677753687, "loss_rpn_loc": 0.038705551996827126, "lr": 0.001, "rank_data_time": 0.005951571743935347, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.4165855711326003, "total_loss": 0.49763896921649575}
{"data_time": 0.005742544773966074, "eta_seconds": 358.1281794887036, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8346684187788018, "iteration": 9139, "loss_box_reg": 0.2716117352247238, "loss_cls": 0.13521863520145416, "loss_rpn_cls": 0.007111557759344578, "loss_rpn_loc": 0.028956780210137367, "lr": 0.001, "rank_data_time": 0.005742544773966074, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.41673731431365013, "total_loss": 0.48241635086014867}
{"data_time": 0.0058637154288589954, "eta_seconds": 349.7584406286478, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 9159, "loss_box_reg": 0.28983405232429504, "loss_cls": 0.1573273167014122, "loss_rpn_cls": 0.006007951218634844, "loss_rpn_loc": 0.03015417605638504, "lr": 0.001, "rank_data_time": 0.0058637154288589954, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41624383023008704, "total_loss": 0.4825540888123214}
{"data_time": 0.005742088425904512, "eta_seconds": 341.45422554574907, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.16948976769911506, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 9179, "loss_box_reg": 0.3004644960165024, "loss_cls": 0.1715279072523117, "loss_rpn_cls": 0.005517277866601944, "loss_rpn_loc": 0.023998797871172428, "lr": 0.001, "rank_data_time": 0.005742088425904512, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.41800627019256353, "total_loss": 0.509274864802137}
{"data_time": 0.0058940560556948185, "eta_seconds": 333.12023617327213, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14018149563318777, "fast_rcnn/fg_cls_accuracy": 0.8466676311728395, "iteration": 9199, "loss_box_reg": 0.26343487203121185, "loss_cls": 0.1371728554368019, "loss_rpn_cls": 0.003591740387491882, "loss_rpn_loc": 0.02326455805450678, "lr": 0.001, "rank_data_time": 0.0058940560556948185, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.41559148859232664, "total_loss": 0.43836286978330463}
{"data_time": 0.005714592523872852, "eta_seconds": 324.82857073657215, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.18437307573891626, "fast_rcnn/fg_cls_accuracy": 0.7955734505436832, "iteration": 9219, "loss_box_reg": 0.3194747269153595, "loss_cls": 0.1896052435040474, "loss_rpn_cls": 0.007463284069672227, "loss_rpn_loc": 0.03065931424498558, "lr": 0.001, "rank_data_time": 0.005714592523872852, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.41748921340331435, "total_loss": 0.553193143918179}
{"data_time": 0.005832458846271038, "eta_seconds": 316.5085251815617, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.13219781091370558, "fast_rcnn/fg_cls_accuracy": 0.8353017070265979, "iteration": 9239, "loss_box_reg": 0.2163664996623993, "loss_cls": 0.13582731783390045, "loss_rpn_cls": 0.004300304688513279, "loss_rpn_loc": 0.022254870273172855, "lr": 0.001, "rank_data_time": 0.005832458846271038, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.4174390463158488, "total_loss": 0.4005532998126}
{"data_time": 0.005775442346930504, "eta_seconds": 308.20813632570207, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.17578125, "fast_rcnn/fg_cls_accuracy": 0.8173960690045249, "iteration": 9259, "loss_box_reg": 0.2927841544151306, "loss_cls": 0.16863662749528885, "loss_rpn_cls": 0.008423936553299427, "loss_rpn_loc": 0.031160056591033936, "lr": 0.001, "rank_data_time": 0.005775442346930504, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.4161358247511089, "total_loss": 0.5089777957182378}
{"data_time": 0.005869494751095772, "eta_seconds": 299.98504858464, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.166015625, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 9279, "loss_box_reg": 0.2554542124271393, "loss_cls": 0.13812004402279854, "loss_rpn_cls": 0.002629911876283586, "loss_rpn_loc": 0.02783573977649212, "lr": 0.001, "rank_data_time": 0.005869494751095772, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.41766738845035434, "total_loss": 0.4485341489780694}
{"data_time": 0.0059456187300384045, "eta_seconds": 291.6233072988689, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.18936678614097968, "fast_rcnn/fg_cls_accuracy": 0.7912878787878788, "iteration": 9299, "loss_box_reg": 0.2376282438635826, "loss_cls": 0.14025361835956573, "loss_rpn_cls": 0.006436953786760569, "loss_rpn_loc": 0.02089152205735445, "lr": 0.001, "rank_data_time": 0.0059456187300384045, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.4152176193892956, "total_loss": 0.38694623176706955}
{"data_time": 0.0057755121961236, "eta_seconds": 283.31976510584354, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8412181712962963, "iteration": 9319, "loss_box_reg": 0.2961407005786896, "loss_cls": 0.15589100122451782, "loss_rpn_cls": 0.005193327087908983, "loss_rpn_loc": 0.03489314392209053, "lr": 0.001, "rank_data_time": 0.0057755121961236, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.416947718244046, "total_loss": 0.5182680909056216}
{"data_time": 0.00586670869961381, "eta_seconds": 274.99833782203496, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.14516621586249018, "fast_rcnn/fg_cls_accuracy": 0.8548337841375098, "iteration": 9339, "loss_box_reg": 0.22459186613559723, "loss_cls": 0.11663881316781044, "loss_rpn_cls": 0.004328605718910694, "loss_rpn_loc": 0.021804606541991234, "lr": 0.001, "rank_data_time": 0.00586670869961381, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.4159999396651983, "total_loss": 0.3693318283185363}
{"data_time": 0.006052467972040176, "eta_seconds": 266.66689336299896, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.19730718085106383, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 9359, "loss_box_reg": 0.2728748619556427, "loss_cls": 0.14560479670763016, "loss_rpn_cls": 0.0038615285884588957, "loss_rpn_loc": 0.030900176614522934, "lr": 0.001, "rank_data_time": 0.006052467972040176, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4152984539978206, "total_loss": 0.47119333944283426}
{"data_time": 0.005865822546184063, "eta_seconds": 258.33355294540524, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1890190972222222, "fast_rcnn/fg_cls_accuracy": 0.782437275985663, "iteration": 9379, "loss_box_reg": 0.24507494270801544, "loss_cls": 0.16414792090654373, "loss_rpn_cls": 0.007626553298905492, "loss_rpn_loc": 0.028730759397149086, "lr": 0.001, "rank_data_time": 0.005865822546184063, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.4157395684160292, "total_loss": 0.4455358171835542}
{"data_time": 0.005704429931938648, "eta_seconds": 249.87515145912766, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1376789521778861, "fast_rcnn/fg_cls_accuracy": 0.8284615571835374, "iteration": 9399, "loss_box_reg": 0.2595781981945038, "loss_cls": 0.11937712877988815, "loss_rpn_cls": 0.009796440601348877, "loss_rpn_loc": 0.025313633494079113, "lr": 0.001, "rank_data_time": 0.005704429931938648, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.41414831299334764, "total_loss": 0.41839327034540474}
{"data_time": 0.00555907329544425, "eta_seconds": 241.5459797438234, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.18558673469387754, "fast_rcnn/fg_cls_accuracy": 0.7856770833333333, "iteration": 9419, "loss_box_reg": 0.2983425259590149, "loss_cls": 0.15361394733190536, "loss_rpn_cls": 0.014740314800292253, "loss_rpn_loc": 0.032251572236418724, "lr": 0.001, "rank_data_time": 0.00555907329544425, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4156454559415579, "total_loss": 0.5395194739103317}
{"data_time": 0.00566296000033617, "eta_seconds": 233.19354679435492, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13585069444444445, "fast_rcnn/fg_cls_accuracy": 0.840771387230964, "iteration": 9439, "loss_box_reg": 0.2710285037755966, "loss_cls": 0.12912734597921371, "loss_rpn_cls": 0.011349529027938843, "loss_rpn_loc": 0.03709550201892853, "lr": 0.001, "rank_data_time": 0.00566296000033617, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41394080128520727, "total_loss": 0.524115034379065}
{"data_time": 0.005952516105026007, "eta_seconds": 224.86520583741367, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14570140418502203, "fast_rcnn/fg_cls_accuracy": 0.854298595814978, "iteration": 9459, "loss_box_reg": 0.29243725538253784, "loss_cls": 0.1385386809706688, "loss_rpn_cls": 0.006937269354239106, "loss_rpn_loc": 0.028057514689862728, "lr": 0.001, "rank_data_time": 0.005952516105026007, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.41712590539827943, "total_loss": 0.4722471637651324}
{"data_time": 0.005943781230598688, "eta_seconds": 216.5248005464673, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.1772563374125874, "fast_rcnn/fg_cls_accuracy": 0.8062483655857741, "iteration": 9479, "loss_box_reg": 0.2830054461956024, "loss_cls": 0.18453796952962875, "loss_rpn_cls": 0.006879008142277598, "loss_rpn_loc": 0.026762185618281364, "lr": 0.001, "rank_data_time": 0.005943781230598688, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.4165062587708235, "total_loss": 0.5005518277175725}
{"data_time": 0.006185284815728664, "eta_seconds": 208.2487407606095, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12918526785714285, "fast_rcnn/fg_cls_accuracy": 0.857223731884058, "iteration": 9499, "loss_box_reg": 0.28318843245506287, "loss_cls": 0.14900275319814682, "loss_rpn_cls": 0.00687574758194387, "loss_rpn_loc": 0.030378487892448902, "lr": 0.001, "rank_data_time": 0.006185284815728664, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.4196122493594885, "total_loss": 0.5279925130307674}
{"data_time": 0.005754267331212759, "eta_seconds": 199.99425016343594, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.17194913181707017, "fast_rcnn/fg_cls_accuracy": 0.8204424564796905, "iteration": 9519, "loss_box_reg": 0.24240584671497345, "loss_cls": 0.15358027070760727, "loss_rpn_cls": 0.0073040390852838755, "loss_rpn_loc": 0.024046686477959156, "lr": 0.001, "rank_data_time": 0.005754267331212759, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.4154805517755449, "total_loss": 0.429503264836967}
{"data_time": 0.0059912544675171375, "eta_seconds": 191.6097568254918, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.17387736344537816, "fast_rcnn/fg_cls_accuracy": 0.8206535947712419, "iteration": 9539, "loss_box_reg": 0.3153757005929947, "loss_cls": 0.14021895080804825, "loss_rpn_cls": 0.0057231648825109005, "loss_rpn_loc": 0.02798554766923189, "lr": 0.001, "rank_data_time": 0.0059912544675171375, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.4147118851542473, "total_loss": 0.49481315771117806}
{"data_time": 0.005624755285680294, "eta_seconds": 183.32806264981627, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.16844892026578073, "fast_rcnn/fg_cls_accuracy": 0.8280696717389224, "iteration": 9559, "loss_box_reg": 0.30301348865032196, "loss_cls": 0.1395467072725296, "loss_rpn_cls": 0.005339439492672682, "loss_rpn_loc": 0.029985234141349792, "lr": 0.001, "rank_data_time": 0.005624755285680294, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4176135007292032, "total_loss": 0.46572205796837807}
{"data_time": 0.005876436363905668, "eta_seconds": 174.928942238912, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13698682598039216, "fast_rcnn/fg_cls_accuracy": 0.8626225490196079, "iteration": 9579, "loss_box_reg": 0.28313954174518585, "loss_cls": 0.1251949667930603, "loss_rpn_cls": 0.005927348043769598, "loss_rpn_loc": 0.02453006897121668, "lr": 0.001, "rank_data_time": 0.005876436363905668, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.4162741033360362, "total_loss": 0.44163806177675724}
{"data_time": 0.006016861647367477, "eta_seconds": 166.58810134977102, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.14260496784768628, "fast_rcnn/fg_cls_accuracy": 0.8379679571696832, "iteration": 9599, "loss_box_reg": 0.23914629220962524, "loss_cls": 0.1700788363814354, "loss_rpn_cls": 0.005790718132629991, "loss_rpn_loc": 0.024191228672862053, "lr": 0.001, "rank_data_time": 0.006016861647367477, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.416766710113734, "total_loss": 0.45577164576388896}
{"data_time": 0.005724573042243719, "eta_seconds": 158.33127179183066, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 9619, "loss_box_reg": 0.2792329788208008, "loss_cls": 0.17735348641872406, "loss_rpn_cls": 0.0066338705364614725, "loss_rpn_loc": 0.029846112243831158, "lr": 0.001, "rank_data_time": 0.005724573042243719, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.4177864119410515, "total_loss": 0.5053899590857327}
{"data_time": 0.006028463132679462, "eta_seconds": 150.00391295179725, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1880482456140351, "fast_rcnn/fg_cls_accuracy": 0.801438535309503, "iteration": 9639, "loss_box_reg": 0.2721111923456192, "loss_cls": 0.16277970373630524, "loss_rpn_cls": 0.0060001148376613855, "loss_rpn_loc": 0.030276588164269924, "lr": 0.001, "rank_data_time": 0.006028463132679462, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.41707918094471097, "total_loss": 0.4585188421769999}
{"data_time": 0.005888653919100761, "eta_seconds": 141.6764135658741, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8307291666666667, "iteration": 9659, "loss_box_reg": 0.2797810435295105, "loss_cls": 0.1558469831943512, "loss_rpn_cls": 0.008203285280615091, "loss_rpn_loc": 0.027654508128762245, "lr": 0.001, "rank_data_time": 0.005888653919100761, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.41749420715495944, "total_loss": 0.49592841137200594}
{"data_time": 0.006167993880808353, "eta_seconds": 133.35067629814148, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.17548361626529807, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 9679, "loss_box_reg": 0.23944883793592453, "loss_cls": 0.13612329214811325, "loss_rpn_cls": 0.006004811497405171, "loss_rpn_loc": 0.018808210268616676, "lr": 0.001, "rank_data_time": 0.006167993880808353, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.42255712300539017, "total_loss": 0.43090547947213054}
{"data_time": 0.006060709711164236, "eta_seconds": 125.01225932501256, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14572128313484442, "fast_rcnn/fg_cls_accuracy": 0.8160615808823529, "iteration": 9699, "loss_box_reg": 0.2891174852848053, "loss_cls": 0.14534544944763184, "loss_rpn_cls": 0.007989348843693733, "loss_rpn_loc": 0.02711375243961811, "lr": 0.001, "rank_data_time": 0.006060709711164236, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.416257391218096, "total_loss": 0.47024577483534813}
{"data_time": 0.005731916520744562, "eta_seconds": 116.68916745111346, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.1771139705882353, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 9719, "loss_box_reg": 0.3181290626525879, "loss_cls": 0.16958043724298477, "loss_rpn_cls": 0.004782107658684254, "loss_rpn_loc": 0.030570349656045437, "lr": 0.001, "rank_data_time": 0.005731916520744562, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4174818294122815, "total_loss": 0.5200232280767523}
{"data_time": 0.0059487950056791306, "eta_seconds": 108.35832096636295, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 9739, "loss_box_reg": 0.25778087973594666, "loss_cls": 0.14130395650863647, "loss_rpn_cls": 0.00736413081176579, "loss_rpn_loc": 0.02065037563443184, "lr": 0.001, "rank_data_time": 0.0059487950056791306, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.415594850666821, "total_loss": 0.43194332136772573}
{"data_time": 0.005995179060846567, "eta_seconds": 100.01787923276424, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15439618644067798, "fast_rcnn/fg_cls_accuracy": 0.8207775297619048, "iteration": 9759, "loss_box_reg": 0.2892114967107773, "loss_cls": 0.17693102359771729, "loss_rpn_cls": 0.005341332172974944, "loss_rpn_loc": 0.03789019584655762, "lr": 0.001, "rank_data_time": 0.005995179060846567, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.41670191613957286, "total_loss": 0.5337103910278529}
{"data_time": 0.005819191224873066, "eta_seconds": 91.67992779053748, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1421875, "fast_rcnn/fg_cls_accuracy": 0.8122816381987578, "iteration": 9779, "loss_box_reg": 0.2363482266664505, "loss_cls": 0.13515455275774002, "loss_rpn_cls": 0.0034475415013730526, "loss_rpn_loc": 0.022395298816263676, "lr": 0.001, "rank_data_time": 0.005819191224873066, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.4161628526635468, "total_loss": 0.41993335797451437}
{"data_time": 0.006103450898081064, "eta_seconds": 83.34150621667504, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.162109375, "fast_rcnn/fg_cls_accuracy": 0.8351116071428571, "iteration": 9799, "loss_box_reg": 0.3043960928916931, "loss_cls": 0.1714489609003067, "loss_rpn_cls": 0.00826627155765891, "loss_rpn_loc": 0.04007340036332607, "lr": 0.001, "rank_data_time": 0.006103450898081064, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.4175913934595883, "total_loss": 0.528181491419673}
{"data_time": 0.005878865253180265, "eta_seconds": 75.01053032465279, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15504807692307693, "fast_rcnn/fg_cls_accuracy": 0.8449519230769231, "iteration": 9819, "loss_box_reg": 0.32100003957748413, "loss_cls": 0.15880907326936722, "loss_rpn_cls": 0.005838263779878616, "loss_rpn_loc": 0.033627090975642204, "lr": 0.001, "rank_data_time": 0.005878865253180265, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.41657580016180873, "total_loss": 0.5543556031771004}
{"data_time": 0.005907823331654072, "eta_seconds": 66.68435484170914, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.19028465346534654, "fast_rcnn/fg_cls_accuracy": 0.7915409482758621, "iteration": 9839, "loss_box_reg": 0.2819949835538864, "loss_cls": 0.16701820492744446, "loss_rpn_cls": 0.007574856746941805, "loss_rpn_loc": 0.02992312703281641, "lr": 0.001, "rank_data_time": 0.005907823331654072, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.4181238627061248, "total_loss": 0.49136750120669603}
{"data_time": 0.006375070195645094, "eta_seconds": 58.36337946355343, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.24007321881160237, "fast_rcnn/fg_cls_accuracy": 0.7382266171328671, "iteration": 9859, "loss_box_reg": 0.2779809385538101, "loss_cls": 0.19475943595170975, "loss_rpn_cls": 0.007583495229482651, "loss_rpn_loc": 0.029736909084022045, "lr": 0.001, "rank_data_time": 0.006375070195645094, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.41862779995426536, "total_loss": 0.5384490517899394}
{"data_time": 0.0059355865232646465, "eta_seconds": 50.02575382590294, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.16322823269451409, "fast_rcnn/fg_cls_accuracy": 0.8337580081537566, "iteration": 9879, "loss_box_reg": 0.29520924389362335, "loss_cls": 0.15854785591363907, "loss_rpn_cls": 0.0040521633345633745, "loss_rpn_loc": 0.027966728433966637, "lr": 0.001, "rank_data_time": 0.0059355865232646465, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.41639934899285436, "total_loss": 0.4634768315590918}
{"data_time": 0.005960183218121529, "eta_seconds": 41.693639336153865, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1703648518041237, "fast_rcnn/fg_cls_accuracy": 0.8147407104940791, "iteration": 9899, "loss_box_reg": 0.2670905441045761, "loss_cls": 0.14470338076353073, "loss_rpn_cls": 0.008677804842591286, "loss_rpn_loc": 0.025735008530318737, "lr": 0.001, "rank_data_time": 0.005960183218121529, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.41654699109494686, "total_loss": 0.43290128628723323}
{"data_time": 0.005873995367437601, "eta_seconds": 33.35069119930267, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8430420987991266, "iteration": 9919, "loss_box_reg": 0.296399861574173, "loss_cls": 0.14815130084753036, "loss_rpn_cls": 0.004201030591502786, "loss_rpn_loc": 0.02624866832047701, "lr": 0.001, "rank_data_time": 0.005873995367437601, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.41495082480832934, "total_loss": 0.48118032328784466}
{"data_time": 0.005789787974208593, "eta_seconds": 25.011583054438233, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2265625, "fast_rcnn/fg_cls_accuracy": 0.7630208333333333, "iteration": 9939, "loss_box_reg": 0.25148706138134, "loss_cls": 0.15794134140014648, "loss_rpn_cls": 0.009845925495028496, "loss_rpn_loc": 0.03083045408129692, "lr": 0.001, "rank_data_time": 0.005789787974208593, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.41744510317221284, "total_loss": 0.44980604958254844}
{"data_time": 0.006182236596941948, "eta_seconds": 16.675866022706032, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.14173657100809417, "fast_rcnn/fg_cls_accuracy": 0.8306860513245033, "iteration": 9959, "loss_box_reg": 0.26684145629405975, "loss_cls": 0.14567985385656357, "loss_rpn_cls": 0.008302796632051468, "loss_rpn_loc": 0.03554098308086395, "lr": 0.001, "rank_data_time": 0.006182236596941948, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.41917987121269107, "total_loss": 0.4724403752479702}
{"data_time": 0.005822021048516035, "eta_seconds": 8.336570169776678, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1952752976190476, "fast_rcnn/fg_cls_accuracy": 0.7770092226613965, "iteration": 9979, "loss_box_reg": 0.28198903799057007, "loss_cls": 0.16280055046081543, "loss_rpn_cls": 0.013671080581843853, "loss_rpn_loc": 0.0263424264267087, "lr": 0.001, "rank_data_time": 0.005822021048516035, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.41650131484493613, "total_loss": 0.47195298690348864}
{"data_time": 0.005989545956254005, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8443732193732194, "iteration": 9999, "loss_box_reg": 0.291704997420311, "loss_cls": 0.15624631196260452, "loss_rpn_cls": 0.008783756755292416, "loss_rpn_loc": 0.05286210589110851, "lr": 0.001, "rank_data_time": 0.005989545956254005, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.4165824893862009, "total_loss": 0.5064521401654929}
{"bbox/AP": 63.39900580742718, "bbox/AP-xe_container": 63.32131198411904, "bbox/AP-xe_khach": 67.52729341777858, "bbox/AP-xe_may": 55.33227490055739, "bbox/AP-xe_oto_con": 67.4151429272537, "bbox/AP50": 92.08060286050568, "bbox/AP75": 71.65480930439989, "bbox/APl": 75.11459642148584, "bbox/APm": 58.909211263074155, "bbox/APs": 15.167424419191628, "iteration": 10000}