{"data_time": 0.00402192585170269, "eta_seconds": 20748.552681248635, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.06976744186046512, "fast_rcnn/fg_cls_accuracy": 0.717948717948718, "iteration": 19, "loss_box_reg": 0.0623527723364532, "loss_cls": 0.23685267008841038, "loss_rpn_cls": 0.011958385734033072, "loss_rpn_loc": 0.006758574396371841, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189603231847286, "total_loss": 0.3237741313582774}
{"data_time": 0.0031251460313796997, "eta_seconds": 20283.373526489362, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5897745571658615, "fast_rcnn/fg_cls_accuracy": 0.38421052631578945, "iteration": 39, "loss_box_reg": 0.06751209951471537, "loss_cls": 0.11544091836549342, "loss_rpn_cls": 0.010068663475976791, "loss_rpn_loc": 0.007083262324158568, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504128678701818, "total_loss": 0.20126155655304956}
{"data_time": 0.0032617272809147835, "eta_seconds": 20136.984952688217, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5541795665634675, "fast_rcnn/fg_cls_accuracy": 0.4384191176470588, "iteration": 59, "loss_box_reg": 0.05861095152795315, "loss_cls": 0.10263230139389634, "loss_rpn_cls": 0.006899781464198895, "loss_rpn_loc": 0.007229715818539262, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49147199373692274, "total_loss": 0.17779191707666087}
{"data_time": 0.003301178105175495, "eta_seconds": 20549.080000810325, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38673341677096373, "fast_rcnn/fg_cls_accuracy": 0.6132665832290363, "iteration": 79, "loss_box_reg": 0.06364553910680115, "loss_cls": 0.1098969941958785, "loss_rpn_cls": 0.005778016370641126, "loss_rpn_loc": 0.006093904870795086, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367231704294682, "total_loss": 0.1861178878712053}
{"data_time": 0.0034755580127239227, "eta_seconds": 20606.527230238542, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.550055617352614, "fast_rcnn/fg_cls_accuracy": 0.43270300333704115, "iteration": 99, "loss_box_reg": 0.06175563350552693, "loss_cls": 0.10397103684954345, "loss_rpn_cls": 0.005309938187565422, "loss_rpn_loc": 0.005833754730701912, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5252075949683785, "total_loss": 0.18437427843900878}
{"data_time": 0.003676995635032654, "eta_seconds": 20696.656648930162, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5826086956521739, "fast_rcnn/fg_cls_accuracy": 0.4173913043478261, "iteration": 119, "loss_box_reg": 0.06346049415878952, "loss_cls": 0.10253435908816755, "loss_rpn_cls": 0.004384509637930023, "loss_rpn_loc": 0.005649713879392948, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5291898092254996, "total_loss": 0.1804817893330437}
{"data_time": 0.00308927521109581, "eta_seconds": 20614.44542453997, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.50093808630394, "fast_rcnn/fg_cls_accuracy": 0.4391025641025641, "iteration": 139, "loss_box_reg": 0.05806299427058548, "loss_cls": 0.09214566042646766, "loss_rpn_cls": 0.004130550526156185, "loss_rpn_loc": 0.005829194364196155, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5130105204880238, "total_loss": 0.16413026292661925}
{"data_time": 0.003482420928776264, "eta_seconds": 20347.20731623657, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5637837837837838, "fast_rcnn/fg_cls_accuracy": 0.38278388278388276, "iteration": 159, "loss_box_reg": 0.05714271834585816, "loss_cls": 0.09740808675996959, "loss_rpn_cls": 0.0028539193619963044, "loss_rpn_loc": 0.005656440363964066, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5050701256841421, "total_loss": 0.163954189454671}
{"data_time": 0.0033205822110176086, "eta_seconds": 20336.993111113086, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6631205673758864, "fast_rcnn/fg_cls_accuracy": 0.3130699088145896, "iteration": 179, "loss_box_reg": 0.06677140080137178, "loss_cls": 0.10280829551629722, "loss_rpn_cls": 0.004204911302394976, "loss_rpn_loc": 0.005342446995200589, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5115239694714546, "total_loss": 0.17819640736388465}
{"data_time": 0.003191683441400528, "eta_seconds": 20452.256633033976, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30865800865800863, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 199, "loss_box_reg": 0.05465545866172761, "loss_cls": 0.09103090001735836, "loss_rpn_cls": 0.004108721575562413, "loss_rpn_loc": 0.006905595932039432, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5162013964727521, "total_loss": 0.1550212759365195}
{"data_time": 0.0034455228596925735, "eta_seconds": 20369.364113293588, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5531561461794019, "fast_rcnn/fg_cls_accuracy": 0.4352159468438538, "iteration": 219, "loss_box_reg": 0.06086603319272399, "loss_cls": 0.09425818524323404, "loss_rpn_cls": 0.004095243330993981, "loss_rpn_loc": 0.005302339312038384, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4930542651563883, "total_loss": 0.16734616442636252}
{"data_time": 0.0031647663563489914, "eta_seconds": 20272.470496032387, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.431864406779661, "fast_rcnn/fg_cls_accuracy": 0.5402777777777779, "iteration": 239, "loss_box_reg": 0.06467466417234391, "loss_cls": 0.09261694643646479, "loss_rpn_cls": 0.0029357717562561447, "loss_rpn_loc": 0.005235637851001229, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49647202901542187, "total_loss": 0.16618684016725638}
{"data_time": 0.003294864669442177, "eta_seconds": 20436.876944677904, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 259, "loss_box_reg": 0.054876294219866395, "loss_cls": 0.08949770277831703, "loss_rpn_cls": 0.004128675286665384, "loss_rpn_loc": 0.005567104781221133, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5334791736677289, "total_loss": 0.1552635179691606}
{"data_time": 0.003237488679587841, "eta_seconds": 20298.5623935014, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5258620689655172, "fast_rcnn/fg_cls_accuracy": 0.47413793103448276, "iteration": 279, "loss_box_reg": 0.06205491325818002, "loss_cls": 0.08563647698611021, "loss_rpn_cls": 0.003981368534368812, "loss_rpn_loc": 0.004604303045198321, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021886862814426, "total_loss": 0.1626117800897191}
{"data_time": 0.0029735835269093513, "eta_seconds": 20400.870344666764, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.42058823529411765, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 299, "loss_box_reg": 0.05529067735187709, "loss_cls": 0.08888839941937476, "loss_rpn_cls": 0.004091583097419971, "loss_rpn_loc": 0.004631285744835623, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325532136484981, "total_loss": 0.1549276470203722}
{"data_time": 0.003135994076728821, "eta_seconds": 20337.645092133433, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 319, "loss_box_reg": 0.05862856353633106, "loss_cls": 0.0864459463628009, "loss_rpn_cls": 0.003919042857887689, "loss_rpn_loc": 0.004881296474195551, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5048712389543653, "total_loss": 0.158637106225342}
{"data_time": 0.003327924758195877, "eta_seconds": 20380.31582931988, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5465367965367965, "fast_rcnn/fg_cls_accuracy": 0.45346320346320346, "iteration": 339, "loss_box_reg": 0.05884816381148994, "loss_cls": 0.0866631125099957, "loss_rpn_cls": 0.0032258469975658954, "loss_rpn_loc": 0.004764756122312974, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5217347135767341, "total_loss": 0.15929028648861276}
{"data_time": 0.003486759029328823, "eta_seconds": 20385.45177433826, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5729166666666667, "fast_rcnn/fg_cls_accuracy": 0.42708333333333337, "iteration": 359, "loss_box_reg": 0.056835846800822765, "loss_cls": 0.08731928293127567, "loss_rpn_cls": 0.003251233078799487, "loss_rpn_loc": 0.006027430092217401, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.522293577902019, "total_loss": 0.15111974031231057}
{"data_time": 0.003143738955259323, "eta_seconds": 20287.43811198324, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4274193548387097, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 379, "loss_box_reg": 0.05808730481658131, "loss_cls": 0.08332879433874041, "loss_rpn_cls": 0.0028549685475809383, "loss_rpn_loc": 0.005259437428321689, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5025414386764169, "total_loss": 0.1503591316013626}
{"data_time": 0.003176637925207615, "eta_seconds": 20277.197361819446, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5032738095238095, "fast_rcnn/fg_cls_accuracy": 0.4967261904761905, "iteration": 399, "loss_box_reg": 0.054878674796782434, "loss_cls": 0.08074156998191029, "loss_rpn_cls": 0.0029774972854283988, "loss_rpn_loc": 0.005846050844411366, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5160405980423093, "total_loss": 0.14303396819059344}
{"data_time": 0.003229930065572262, "eta_seconds": 20255.470864461735, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 419, "loss_box_reg": 0.06031266797799617, "loss_cls": 0.08131759986281395, "loss_rpn_cls": 0.0032293853494138602, "loss_rpn_loc": 0.005738039981224574, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5038444809615612, "total_loss": 0.15600297407263497}
{"data_time": 0.003278261050581932, "eta_seconds": 20217.948402207345, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.53, "fast_rcnn/fg_cls_accuracy": 0.47, "iteration": 439, "loss_box_reg": 0.059033281286247075, "loss_cls": 0.08068586210720241, "loss_rpn_cls": 0.0025142445039136874, "loss_rpn_loc": 0.004890709256869741, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5013229614123702, "total_loss": 0.15169365743599883}
{"data_time": 0.003144805319607258, "eta_seconds": 20253.25842843391, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.549718574108818, "fast_rcnn/fg_cls_accuracy": 0.45028142589118203, "iteration": 459, "loss_box_reg": 0.06193740596063435, "loss_cls": 0.08577882894314826, "loss_rpn_cls": 0.0032930352497260174, "loss_rpn_loc": 0.006057401344151003, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350905498489738, "total_loss": 0.162633665729345}
{"data_time": 0.0032958248630166054, "eta_seconds": 20224.76602497138, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5345368916797488, "fast_rcnn/fg_cls_accuracy": 0.4654631083202512, "iteration": 479, "loss_box_reg": 0.05903001921251416, "loss_cls": 0.08185957744717598, "loss_rpn_cls": 0.0039017593633161596, "loss_rpn_loc": 0.005985811360005755, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5005236202850938, "total_loss": 0.1550382772256853}
{"data_time": 0.003047388978302479, "eta_seconds": 20225.99361100048, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4496080627099664, "fast_rcnn/fg_cls_accuracy": 0.5503919372900337, "iteration": 499, "loss_box_reg": 0.05108045710949227, "loss_cls": 0.0718522461829707, "loss_rpn_cls": 0.0023062893969836296, "loss_rpn_loc": 0.004353195821749978, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5303048565983772, "total_loss": 0.13136550156013982}
{"data_time": 0.0031929239630699158, "eta_seconds": 20245.095473771915, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4663793103448276, "iteration": 519, "loss_box_reg": 0.0534392372937873, "loss_cls": 0.07778701843926683, "loss_rpn_cls": 0.0034021156486687687, "loss_rpn_loc": 0.005118300021422328, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523767551407218, "total_loss": 0.14274377119681958}
{"data_time": 0.003290780819952488, "eta_seconds": 20256.210225479677, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5113475177304965, "fast_rcnn/fg_cls_accuracy": 0.47916666666666663, "iteration": 539, "loss_box_reg": 0.0557795821223408, "loss_cls": 0.07591154926922172, "loss_rpn_cls": 0.003036542386439578, "loss_rpn_loc": 0.0055750757092027925, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.523154255002737, "total_loss": 0.141411409693319}
{"data_time": 0.003189568407833576, "eta_seconds": 20244.83431781642, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3877005347593583, "fast_rcnn/fg_cls_accuracy": 0.589572192513369, "iteration": 559, "loss_box_reg": 0.053029113449156284, "loss_cls": 0.07108889718074352, "loss_rpn_cls": 0.002981191575372577, "loss_rpn_loc": 0.004982725076843053, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5103397686034441, "total_loss": 0.13460362737896503}
{"data_time": 0.003060423769056797, "eta_seconds": 20204.38767110184, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.48212512413108244, "fast_rcnn/fg_cls_accuracy": 0.5178748758689176, "iteration": 579, "loss_box_reg": 0.04975440655834973, "loss_cls": 0.07322290795855224, "loss_rpn_cls": 0.002156429913213742, "loss_rpn_loc": 0.005534174253625679, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4894223837181926, "total_loss": 0.13129934365372264}
{"data_time": 0.0035024257376790047, "eta_seconds": 20174.78986018151, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4115384615384615, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 599, "loss_box_reg": 0.058111578691750765, "loss_cls": 0.07438708050176501, "loss_rpn_cls": 0.0033511443941733887, "loss_rpn_loc": 0.0050766816129907966, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49803039990365505, "total_loss": 0.14417016416200568}
{"data_time": 0.0032755685970187187, "eta_seconds": 20130.948159752414, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4714587737843552, "fast_rcnn/fg_cls_accuracy": 0.5278293135435992, "iteration": 619, "loss_box_reg": 0.05623998213559389, "loss_cls": 0.07218642032239586, "loss_rpn_cls": 0.0025385358439962147, "loss_rpn_loc": 0.005025317150284536, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.502653663046658, "total_loss": 0.13626484490941948}
{"data_time": 0.003209236077964306, "eta_seconds": 20133.682122359052, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4467787114845938, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 639, "loss_box_reg": 0.05204449105076492, "loss_cls": 0.0719937167596072, "loss_rpn_cls": 0.0030297086672135265, "loss_rpn_loc": 0.0038514516927534714, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.514813750050962, "total_loss": 0.13349305299999514}
{"data_time": 0.0031370725482702255, "eta_seconds": 20123.45185274072, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31101190476190477, "fast_rcnn/fg_cls_accuracy": 0.6889880952380952, "iteration": 659, "loss_box_reg": 0.05232262989738956, "loss_cls": 0.07117745443247259, "loss_rpn_cls": 0.003373865111370833, "loss_rpn_loc": 0.005484307650476694, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.510037480853498, "total_loss": 0.13719426790999023}
{"data_time": 0.0030671022832393646, "eta_seconds": 20100.27710290812, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3549257759784076, "fast_rcnn/fg_cls_accuracy": 0.6356725146198831, "iteration": 679, "loss_box_reg": 0.047256248304620385, "loss_cls": 0.06678864522837102, "loss_rpn_cls": 0.0020589116409155395, "loss_rpn_loc": 0.005878812684386503, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5078359134495258, "total_loss": 0.12424840390804093}
{"data_time": 0.0032967980951070786, "eta_seconds": 20126.74807503447, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5119047619047619, "fast_rcnn/fg_cls_accuracy": 0.46635610766045543, "iteration": 699, "loss_box_reg": 0.05378041905350983, "loss_cls": 0.07103527174331248, "loss_rpn_cls": 0.0029085426726851438, "loss_rpn_loc": 0.004731333690870088, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.529501679353416, "total_loss": 0.13363839640896913}
{"data_time": 0.0031106797978281975, "eta_seconds": 20116.505715768784, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3616615853658537, "fast_rcnn/fg_cls_accuracy": 0.6351102941176471, "iteration": 719, "loss_box_reg": 0.051790783123578876, "loss_cls": 0.07349368615541607, "loss_rpn_cls": 0.002736447091933769, "loss_rpn_loc": 0.004892861303233076, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5103985089808702, "total_loss": 0.13552414524133383}
{"data_time": 0.0032158810645341873, "eta_seconds": 20132.283716110513, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.4834558823529412, "iteration": 739, "loss_box_reg": 0.04853692778851837, "loss_cls": 0.06755299575161189, "loss_rpn_cls": 0.002536575028102561, "loss_rpn_loc": 0.005966927528788801, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5317881787195802, "total_loss": 0.12339623612569994}
{"data_time": 0.0033420389518141747, "eta_seconds": 20092.863858871162, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38367346938775515, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 759, "loss_box_reg": 0.0532388964202255, "loss_cls": 0.0735911091323942, "loss_rpn_cls": 0.003516640280885497, "loss_rpn_loc": 0.005357039895898197, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5020309956744313, "total_loss": 0.1363924352488084}
{"data_time": 0.0032870955765247345, "eta_seconds": 20101.881962615997, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36851851851851847, "fast_rcnn/fg_cls_accuracy": 0.6314814814814815, "iteration": 779, "loss_box_reg": 0.04472544230520725, "loss_cls": 0.06575938093010336, "loss_rpn_cls": 0.002336095509235747, "loss_rpn_loc": 0.005038783834606875, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5287960292771459, "total_loss": 0.11985218203676595}
{"data_time": 0.003124237060546875, "eta_seconds": 20122.74643442966, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42264957264957265, "fast_rcnn/fg_cls_accuracy": 0.542572463768116, "iteration": 799, "loss_box_reg": 0.053650445537641644, "loss_cls": 0.07025208603590727, "loss_rpn_cls": 0.0019447978152129508, "loss_rpn_loc": 0.005184856432606466, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5211821822449565, "total_loss": 0.13039703281128823}
{"data_time": 0.003566659986972809, "eta_seconds": 20112.479988964275, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4322638146167558, "fast_rcnn/fg_cls_accuracy": 0.5677361853832442, "iteration": 819, "loss_box_reg": 0.049517244508024305, "loss_cls": 0.07000686600804329, "loss_rpn_cls": 0.003015567128386465, "loss_rpn_loc": 0.00479970003652852, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5143043929710984, "total_loss": 0.1322802446482001}
{"data_time": 0.003178277052938938, "eta_seconds": 20112.314477775246, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5170506912442396, "fast_rcnn/fg_cls_accuracy": 0.46654719235364395, "iteration": 839, "loss_box_reg": 0.04277201404329389, "loss_cls": 0.06545627804007381, "loss_rpn_cls": 0.0022076951768212894, "loss_rpn_loc": 0.0038311591488309205, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5167075162753463, "total_loss": 0.1133226134504639}
{"data_time": 0.0033911624923348427, "eta_seconds": 20105.18453010544, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3047619047619048, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 859, "loss_box_reg": 0.050201866193674505, "loss_cls": 0.06812600244302303, "loss_rpn_cls": 0.002476602726233068, "loss_rpn_loc": 0.005867931431566831, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5254856757819653, "total_loss": 0.12339853476146345}
{"data_time": 0.00335769634693861, "eta_seconds": 20094.911320667714, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4420840787119857, "fast_rcnn/fg_cls_accuracy": 0.5579159212880143, "iteration": 879, "loss_box_reg": 0.04661342583131045, "loss_cls": 0.064644320984371, "loss_rpn_cls": 0.0025361249900015537, "loss_rpn_loc": 0.004462650227651466, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5210883338004351, "total_loss": 0.12041331933232868}
{"data_time": 0.0032380670309066772, "eta_seconds": 20084.638111229986, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3642857142857143, "fast_rcnn/fg_cls_accuracy": 0.6238095238095238, "iteration": 899, "loss_box_reg": 0.04764036333654076, "loss_cls": 0.06891034846194088, "loss_rpn_cls": 0.002353801212620965, "loss_rpn_loc": 0.005281240497424733, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5151979951187968, "total_loss": 0.1232682131819729}
{"data_time": 0.003409784287214279, "eta_seconds": 20097.470820436254, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2584033613445378, "fast_rcnn/fg_cls_accuracy": 0.7415966386554622, "iteration": 919, "loss_box_reg": 0.04667672497453168, "loss_cls": 0.06363914685789496, "loss_rpn_cls": 0.0021666483935405267, "loss_rpn_loc": 0.00472843058014405, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302863195538521, "total_loss": 0.11888060401516043}
{"data_time": 0.00320306234061718, "eta_seconds": 20072.626135660335, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45476190476190476, "fast_rcnn/fg_cls_accuracy": 0.536734693877551, "iteration": 939, "loss_box_reg": 0.045544762280769646, "loss_cls": 0.06597168720327318, "loss_rpn_cls": 0.0027164609753072, "loss_rpn_loc": 0.005149321994394995, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5053269071504474, "total_loss": 0.11805615896741983}
{"data_time": 0.003147188574075699, "eta_seconds": 20080.601230986416, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38276643990929704, "fast_rcnn/fg_cls_accuracy": 0.5866213151927437, "iteration": 959, "loss_box_reg": 0.047410104190930724, "loss_cls": 0.06455233809538186, "loss_rpn_cls": 0.002326803614266737, "loss_rpn_loc": 0.004261952308297623, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382140316069126, "total_loss": 0.118497846589662}
{"data_time": 0.003147500567138195, "eta_seconds": 20066.615718232468, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5647840531561461, "iteration": 979, "loss_box_reg": 0.046632239362224936, "loss_cls": 0.06348243169486523, "loss_rpn_cls": 0.0023182772548580033, "loss_rpn_loc": 0.005330421816324815, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513281961902976, "total_loss": 0.11641124198763464}
{"data_time": 0.0034517142921686172, "eta_seconds": 20041.793397938833, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41919191919191917, "fast_rcnn/fg_cls_accuracy": 0.5808080808080809, "iteration": 999, "loss_box_reg": 0.045760965265799314, "loss_cls": 0.0637375209480524, "loss_rpn_cls": 0.0019279841267234588, "loss_rpn_loc": 0.004330850599217229, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5048262495547533, "total_loss": 0.11505816011526804}
{"data_time": 0.003331870771944523, "eta_seconds": 20021.434447579086, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3940972222222222, "fast_rcnn/fg_cls_accuracy": 0.5736961451247166, "iteration": 1019, "loss_box_reg": 0.04744538728846237, "loss_cls": 0.06376526784151793, "loss_rpn_cls": 0.0021213804209310183, "loss_rpn_loc": 0.004038839491840918, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5085438573732972, "total_loss": 0.11770484612532073}
{"data_time": 0.003168368712067604, "eta_seconds": 20041.67435122747, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 1039, "loss_box_reg": 0.03956824843771756, "loss_cls": 0.06351499585434794, "loss_rpn_cls": 0.0019445215712039499, "loss_rpn_loc": 0.0045867412991356105, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5278851259499788, "total_loss": 0.110641931687951}
{"data_time": 0.0030589113011956215, "eta_seconds": 20033.91932437755, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41247139588100684, "fast_rcnn/fg_cls_accuracy": 0.5875286041189931, "iteration": 1059, "loss_box_reg": 0.04855629859957844, "loss_cls": 0.0666198026156053, "loss_rpn_cls": 0.0018975754906023212, "loss_rpn_loc": 0.004463384022528771, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5062524629756808, "total_loss": 0.12453039002730293}
{"data_time": 0.0031913919374346733, "eta_seconds": 20000.37018818967, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3988899613899614, "fast_rcnn/fg_cls_accuracy": 0.5993243243243244, "iteration": 1079, "loss_box_reg": 0.0421067921561189, "loss_cls": 0.06079219048842788, "loss_rpn_cls": 0.002343174732004627, "loss_rpn_loc": 0.0057309229669044726, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5048021050170064, "total_loss": 0.11653122546204031}
{"data_time": 0.003272468224167824, "eta_seconds": 19985.843027290888, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.46024844720496894, "fast_rcnn/fg_cls_accuracy": 0.5326086956521738, "iteration": 1099, "loss_box_reg": 0.043247665162198246, "loss_cls": 0.05925906193442643, "loss_rpn_cls": 0.0027518100641827914, "loss_rpn_loc": 0.004934890752338106, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5209952024742961, "total_loss": 0.11100147595448107}
{"data_time": 0.003168731927871704, "eta_seconds": 19967.48649514001, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37808807733619765, "fast_rcnn/fg_cls_accuracy": 0.6219119226638024, "iteration": 1119, "loss_box_reg": 0.04659289831761271, "loss_cls": 0.0598917294992134, "loss_rpn_cls": 0.0019627598549050163, "loss_rpn_loc": 0.0046130932023515925, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5051105031743646, "total_loss": 0.11329418651575907}
{"data_time": 0.00337029155343771, "eta_seconds": 19952.20364141278, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47119450317124734, "fast_rcnn/fg_cls_accuracy": 0.5169191919191919, "iteration": 1139, "loss_box_reg": 0.04480566969141364, "loss_cls": 0.06347410404123366, "loss_rpn_cls": 0.0023776590328452585, "loss_rpn_loc": 0.0054508304165210575, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5076310904696584, "total_loss": 0.11568293243695393}
{"data_time": 0.0030651800334453583, "eta_seconds": 19973.71446832549, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5247058823529411, "fast_rcnn/fg_cls_accuracy": 0.47213622291021673, "iteration": 1159, "loss_box_reg": 0.042927953239995986, "loss_cls": 0.06089199485722929, "loss_rpn_cls": 0.0019816468540625465, "loss_rpn_loc": 0.004768775528646074, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.531279961578548, "total_loss": 0.11276365216571094}
{"data_time": 0.003376329317688942, "eta_seconds": 19955.85577584058, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4871212121212122, "fast_rcnn/fg_cls_accuracy": 0.45227272727272727, "iteration": 1179, "loss_box_reg": 0.044226812722627074, "loss_cls": 0.059203279321081936, "loss_rpn_cls": 0.0018318886857286998, "loss_rpn_loc": 0.00453918593848357, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49807649198919535, "total_loss": 0.11031158551077169}
{"data_time": 0.0035174712538719177, "eta_seconds": 19928.982786498964, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37933247753530164, "fast_rcnn/fg_cls_accuracy": 0.6206675224646983, "iteration": 1199, "loss_box_reg": 0.04312355420552194, "loss_cls": 0.06403832614887506, "loss_rpn_cls": 0.001965550979434738, "loss_rpn_loc": 0.004560631772619672, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5079818647354841, "total_loss": 0.1142203564716624}
{"data_time": 0.0033845603466033936, "eta_seconds": 19919.99345819, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6136363636363636, "iteration": 1219, "loss_box_reg": 0.04323699476663023, "loss_cls": 0.06249171087983996, "loss_rpn_cls": 0.002718985106184846, "loss_rpn_loc": 0.005179059415240772, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5080926660448313, "total_loss": 0.11758689319503901}
{"data_time": 0.0031503401696681976, "eta_seconds": 19905.86003544461, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4968853820598007, "fast_rcnn/fg_cls_accuracy": 0.5031146179401993, "iteration": 1239, "loss_box_reg": 0.04090409248601645, "loss_cls": 0.06117521948181093, "loss_rpn_cls": 0.0017948468093891279, "loss_rpn_loc": 0.004460208132513799, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49824391677975655, "total_loss": 0.10642677953433122}
{"data_time": 0.0030471989884972572, "eta_seconds": 19871.270863049664, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5158730158730158, "fast_rcnn/fg_cls_accuracy": 0.45079365079365075, "iteration": 1259, "loss_box_reg": 0.038342714426107705, "loss_cls": 0.05971515644341707, "loss_rpn_cls": 0.0025302605536126066, "loss_rpn_loc": 0.004938296548061771, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5123036969453096, "total_loss": 0.10879499117095293}
{"data_time": 0.0033845799043774605, "eta_seconds": 19881.91015583463, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2282051282051282, "fast_rcnn/fg_cls_accuracy": 0.7717948717948718, "iteration": 1279, "loss_box_reg": 0.045376832596957684, "loss_cls": 0.06044738949276507, "loss_rpn_cls": 0.001801053995905022, "loss_rpn_loc": 0.004221237057208782, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5062333643436432, "total_loss": 0.11452446295049867}
{"data_time": 0.0031715398654341698, "eta_seconds": 19865.540974672884, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35948717948717945, "fast_rcnn/fg_cls_accuracy": 0.6370731707317073, "iteration": 1299, "loss_box_reg": 0.03762747859582305, "loss_cls": 0.057957319309934974, "loss_rpn_cls": 0.0019687908650212194, "loss_rpn_loc": 0.004360836181149352, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5259137824177742, "total_loss": 0.10376792559642922}
{"data_time": 0.0033376263454556465, "eta_seconds": 19864.77572898101, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3296257062146893, "fast_rcnn/fg_cls_accuracy": 0.6493444195714743, "iteration": 1319, "loss_box_reg": 0.04037580196745694, "loss_cls": 0.06030167103745043, "loss_rpn_cls": 0.00176253046720376, "loss_rpn_loc": 0.005018894735258073, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5306739136576653, "total_loss": 0.10902653574487431}
{"data_time": 0.003203088417649269, "eta_seconds": 19862.851027225144, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43832153690596565, "fast_rcnn/fg_cls_accuracy": 0.5616784630940344, "iteration": 1339, "loss_box_reg": 0.04025485017336905, "loss_cls": 0.05694827495608479, "loss_rpn_cls": 0.002219839770305043, "loss_rpn_loc": 0.004207280457194429, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5206200741231441, "total_loss": 0.10903874560892746}
{"data_time": 0.0034538907930254936, "eta_seconds": 19844.23357574921, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.35424710424710426, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 1359, "loss_box_reg": 0.037052830564789474, "loss_cls": 0.05811273609288037, "loss_rpn_cls": 0.001871859618745475, "loss_rpn_loc": 0.0051302252322784625, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.508979738689959, "total_loss": 0.10474388909278787}
{"data_time": 0.003240792080760002, "eta_seconds": 19859.909966028295, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3449675324675324, "fast_rcnn/fg_cls_accuracy": 0.6550324675324675, "iteration": 1379, "loss_box_reg": 0.04069317667745054, "loss_cls": 0.05870296573266387, "loss_rpn_cls": 0.0024265309605198127, "loss_rpn_loc": 0.004577879917633254, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198268163949251, "total_loss": 0.10867208889430913}
{"data_time": 0.003269289620220661, "eta_seconds": 19842.765225090086, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3182720953326713, "fast_rcnn/fg_cls_accuracy": 0.6464530892448512, "iteration": 1399, "loss_box_reg": 0.037787870154716074, "loss_cls": 0.061645978305023164, "loss_rpn_cls": 0.0015799273936636382, "loss_rpn_loc": 0.004437390984094236, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5040433444082737, "total_loss": 0.10690981271955025}
{"data_time": 0.0030357278883457184, "eta_seconds": 19839.340938850306, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38694638694638694, "fast_rcnn/fg_cls_accuracy": 0.6130536130536131, "iteration": 1419, "loss_box_reg": 0.03741758211981505, "loss_cls": 0.056468885159119964, "loss_rpn_cls": 0.002337696498329933, "loss_rpn_loc": 0.0043647486018016934, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5096282307058573, "total_loss": 0.1015343676735938}
{"data_time": 0.0033237403258681297, "eta_seconds": 19833.967275585048, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3475232198142415, "fast_rcnn/fg_cls_accuracy": 0.6524767801857585, "iteration": 1439, "loss_box_reg": 0.038682991871610284, "loss_cls": 0.057928373105823994, "loss_rpn_cls": 0.002067345433488299, "loss_rpn_loc": 0.004666481792810373, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5121465818956494, "total_loss": 0.10209945960150435}
{"data_time": 0.00330905057489872, "eta_seconds": 19818.771911672316, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.386721680420105, "fast_rcnn/fg_cls_accuracy": 0.581020255063766, "iteration": 1459, "loss_box_reg": 0.03757330775260925, "loss_cls": 0.05855147214606404, "loss_rpn_cls": 0.001572082756524651, "loss_rpn_loc": 0.004514854299486615, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5245464174076915, "total_loss": 0.10058378721828376}
{"data_time": 0.0031009195372462273, "eta_seconds": 19808.48739808332, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4219638242894057, "fast_rcnn/fg_cls_accuracy": 0.5780361757105943, "iteration": 1479, "loss_box_reg": 0.0347998240031302, "loss_cls": 0.05705705366563052, "loss_rpn_cls": 0.001848555166816368, "loss_rpn_loc": 0.003559662902262062, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4792830068618059, "total_loss": 0.09664684707513516}
{"data_time": 0.0032163048163056374, "eta_seconds": 19780.64787251223, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 1499, "loss_box_reg": 0.03584474913077429, "loss_cls": 0.05599961441475898, "loss_rpn_cls": 0.0018569214015542457, "loss_rpn_loc": 0.00398021704677376, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5103966845199466, "total_loss": 0.09754890596684618}
{"data_time": 0.003309544175863266, "eta_seconds": 19764.35309007112, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4673758865248227, "fast_rcnn/fg_cls_accuracy": 0.5326241134751772, "iteration": 1519, "loss_box_reg": 0.03662491432623938, "loss_cls": 0.058757973136380315, "loss_rpn_cls": 0.0020329995752490504, "loss_rpn_loc": 0.0046004660907783546, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.519768850877881, "total_loss": 0.09868450489284442}
{"data_time": 0.0033468417823314667, "eta_seconds": 19748.40904169716, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 1539, "loss_box_reg": 0.03514442214509472, "loss_cls": 0.054898371919989586, "loss_rpn_cls": 0.0016373160167404421, "loss_rpn_loc": 0.004523719697317574, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5076633393764496, "total_loss": 0.09437996587979569}
{"data_time": 0.0033003445714712143, "eta_seconds": 19742.794639088213, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6695402298850575, "iteration": 1559, "loss_box_reg": 0.03409528417978436, "loss_cls": 0.058020559255965054, "loss_rpn_cls": 0.0020204596983148804, "loss_rpn_loc": 0.004025550362712238, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5114242834970355, "total_loss": 0.10058636621806727}
{"data_time": 0.002991769462823868, "eta_seconds": 19732.522900767624, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6213235294117647, "iteration": 1579, "loss_box_reg": 0.03697148890933022, "loss_cls": 0.057604212197475135, "loss_rpn_cls": 0.0019917170018288743, "loss_rpn_loc": 0.0039670321020821575, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4939638255164027, "total_loss": 0.09892881429823319}
{"data_time": 0.003193275071680546, "eta_seconds": 19725.693348795176, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 1599, "loss_box_reg": 0.03418920037802309, "loss_cls": 0.05703504919074476, "loss_rpn_cls": 0.0013756391173274096, "loss_rpn_loc": 0.003446318303758744, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5084674805402756, "total_loss": 0.09838082808460058}
{"data_time": 0.0034908801317214966, "eta_seconds": 19714.532088362612, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.30625, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 1619, "loss_box_reg": 0.032565358211286366, "loss_cls": 0.05496348184533417, "loss_rpn_cls": 0.0015944975205002265, "loss_rpn_loc": 0.004458491050172597, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5051953783258796, "total_loss": 0.0946368108437241}
{"data_time": 0.003187010996043682, "eta_seconds": 19697.062459336594, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 1639, "loss_box_reg": 0.035198319412302226, "loss_cls": 0.05792050273157656, "loss_rpn_cls": 0.0023008022541262108, "loss_rpn_loc": 0.003727035589690786, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5120625104755163, "total_loss": 0.10055773776764454}
{"data_time": 0.0033103348687291145, "eta_seconds": 19691.435947485268, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30420420420420424, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 1659, "loss_box_reg": 0.03442963014822453, "loss_cls": 0.059247519937343895, "loss_rpn_cls": 0.002605191729003309, "loss_rpn_loc": 0.004124800110730575, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5184569461271167, "total_loss": 0.10115299498522745}
{"data_time": 0.0031938813626766205, "eta_seconds": 19670.827364136465, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4057750759878419, "fast_rcnn/fg_cls_accuracy": 0.5516717325227963, "iteration": 1679, "loss_box_reg": 0.035307215759530663, "loss_cls": 0.05757310939952731, "loss_rpn_cls": 0.00178627068703463, "loss_rpn_loc": 0.0038565586874028668, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.489324982278049, "total_loss": 0.10415616064824462}
{"data_time": 0.0033546164631843567, "eta_seconds": 19645.079201641493, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2701465201465202, "fast_rcnn/fg_cls_accuracy": 0.7298534798534799, "iteration": 1699, "loss_box_reg": 0.033413540688343346, "loss_cls": 0.055083129089325666, "loss_rpn_cls": 0.0019076181422832406, "loss_rpn_loc": 0.004018592924694531, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235655587166548, "total_loss": 0.09312388658003101}
{"data_time": 0.003347204066812992, "eta_seconds": 19642.54194473941, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37003968253968256, "fast_rcnn/fg_cls_accuracy": 0.6299603174603174, "iteration": 1719, "loss_box_reg": 0.033402043860405684, "loss_cls": 0.05561062408378348, "loss_rpn_cls": 0.0016386571660405025, "loss_rpn_loc": 0.0035483228421071544, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5199469607323408, "total_loss": 0.09559554139309512}
{"data_time": 0.0031498102471232414, "eta_seconds": 19615.08842147235, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4152027027027027, "fast_rcnn/fg_cls_accuracy": 0.5847972972972972, "iteration": 1739, "loss_box_reg": 0.03702570463065058, "loss_cls": 0.05703388241818175, "loss_rpn_cls": 0.0020082012970306096, "loss_rpn_loc": 0.004595543363393517, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.527702059596777, "total_loss": 0.09704234186187932}
{"data_time": 0.003294765017926693, "eta_seconds": 19635.446560503915, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4051948051948052, "fast_rcnn/fg_cls_accuracy": 0.5948051948051948, "iteration": 1759, "loss_box_reg": 0.030990541097708046, "loss_cls": 0.05486664152704179, "loss_rpn_cls": 0.0021725564249663876, "loss_rpn_loc": 0.003928730711777462, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171636147424579, "total_loss": 0.09439877810956432}
{"data_time": 0.0033039599657058716, "eta_seconds": 19611.755065695383, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3257377049180328, "fast_rcnn/fg_cls_accuracy": 0.6742622950819672, "iteration": 1779, "loss_box_reg": 0.03408027009572834, "loss_cls": 0.05600414390210062, "loss_rpn_cls": 0.002010059146527965, "loss_rpn_loc": 0.003697008403833024, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5141176106408238, "total_loss": 0.09831824688444613}
{"data_time": 0.0031602298840880394, "eta_seconds": 19584.32850131113, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3969979296066253, "fast_rcnn/fg_cls_accuracy": 0.6030020703933747, "iteration": 1799, "loss_box_reg": 0.03370367072056979, "loss_cls": 0.05602499679662287, "loss_rpn_cls": 0.0021918121807402713, "loss_rpn_loc": 0.003389936224266421, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5186998723074794, "total_loss": 0.09903080934338959}
{"data_time": 0.0034186989068984985, "eta_seconds": 19574.075194590725, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3064935064935065, "fast_rcnn/fg_cls_accuracy": 0.6935064935064935, "iteration": 1819, "loss_box_reg": 0.03202017128933221, "loss_cls": 0.05356979719363153, "loss_rpn_cls": 0.0018188723579442012, "loss_rpn_loc": 0.004397348398924805, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5229357415810227, "total_loss": 0.09307044698527989}
{"data_time": 0.003205670043826103, "eta_seconds": 19558.766614172608, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4519969278033794, "fast_rcnn/fg_cls_accuracy": 0.5480030721966206, "iteration": 1839, "loss_box_reg": 0.030683697725180537, "loss_cls": 0.05586521909572184, "loss_rpn_cls": 0.0012733706433891712, "loss_rpn_loc": 0.0037092897364345845, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5118351755663753, "total_loss": 0.09377893370367474}
{"data_time": 0.0032061245292425156, "eta_seconds": 19564.657954871655, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3330034636318654, "fast_rcnn/fg_cls_accuracy": 0.6669965363681345, "iteration": 1859, "loss_box_reg": 0.031100144027732313, "loss_cls": 0.05447774915955961, "loss_rpn_cls": 0.0018895973914823117, "loss_rpn_loc": 0.003848288928566035, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421868497505784, "total_loss": 0.09304291429737077}
{"data_time": 0.003379274159669876, "eta_seconds": 19568.163929653354, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36994797919167666, "fast_rcnn/fg_cls_accuracy": 0.6288265306122449, "iteration": 1879, "loss_box_reg": 0.03103795606875792, "loss_cls": 0.05522511771414429, "loss_rpn_cls": 0.0021386735494104414, "loss_rpn_loc": 0.0038441844189947005, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5262524764984846, "total_loss": 0.09434879131322305}
{"data_time": 0.0031866999343037605, "eta_seconds": 19557.897586205043, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.26807491289198604, "fast_rcnn/fg_cls_accuracy": 0.7252286585365854, "iteration": 1899, "loss_box_reg": 0.031177650729659945, "loss_cls": 0.05361993535188958, "loss_rpn_cls": 0.0017869971182449262, "loss_rpn_loc": 0.003499121667118743, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5101048517972231, "total_loss": 0.09240036152687026}
{"data_time": 0.0033570025116205215, "eta_seconds": 19522.808660988696, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30686274509803924, "fast_rcnn/fg_cls_accuracy": 0.6931372549019608, "iteration": 1919, "loss_box_reg": 0.0317145042354241, "loss_cls": 0.053787769633345306, "loss_rpn_cls": 0.0022193521897406754, "loss_rpn_loc": 0.004496557543461677, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5106802303344011, "total_loss": 0.09191300337522534}
{"data_time": 0.0031347572803497314, "eta_seconds": 19542.833141332492, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3699152542372881, "fast_rcnn/fg_cls_accuracy": 0.6300847457627119, "iteration": 1939, "loss_box_reg": 0.0321602817857638, "loss_cls": 0.05730962217785418, "loss_rpn_cls": 0.002313919581411028, "loss_rpn_loc": 0.004135766725084977, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5292264055460691, "total_loss": 0.09667371779278255}
{"data_time": 0.0035264017060399055, "eta_seconds": 19522.4115855461, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4148936170212766, "fast_rcnn/fg_cls_accuracy": 0.5808912083500601, "iteration": 1959, "loss_box_reg": 0.03095715504605323, "loss_cls": 0.05188839219044894, "loss_rpn_cls": 0.0020143657037579032, "loss_rpn_loc": 0.0037782091385452077, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5212244987487793, "total_loss": 0.0891611609422398}
{"data_time": 0.003227422945201397, "eta_seconds": 19512.14770626556, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4420077972709552, "fast_rcnn/fg_cls_accuracy": 0.5579922027290449, "iteration": 1979, "loss_box_reg": 0.03045657346956432, "loss_cls": 0.051957686664536595, "loss_rpn_cls": 0.0018230178128533225, "loss_rpn_loc": 0.004250579026120249, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108723007142544, "total_loss": 0.09036802873453098}
{"data_time": 0.0030721882358193398, "eta_seconds": 19506.565868963487, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3445878848063555, "fast_rcnn/fg_cls_accuracy": 0.6554121151936445, "iteration": 1999, "loss_box_reg": 0.0318590453825891, "loss_cls": 0.054124626214616, "loss_rpn_cls": 0.001983685505365429, "loss_rpn_loc": 0.004609247596818022, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124851055443287, "total_loss": 0.09426166026059946}
{"data_time": 0.0032519306987524033, "eta_seconds": 19480.535813690163, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2909433962264151, "fast_rcnn/fg_cls_accuracy": 0.6648460774577953, "iteration": 2019, "loss_box_reg": 0.030235839425586164, "loss_cls": 0.05407158937305212, "loss_rpn_cls": 0.0015534440792634996, "loss_rpn_loc": 0.0036867859816993587, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4858030993491411, "total_loss": 0.08989605636872966}
{"data_time": 0.0032579870894551277, "eta_seconds": 19470.277771082707, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4193722943722944, "fast_rcnn/fg_cls_accuracy": 0.5806277056277056, "iteration": 2039, "loss_box_reg": 0.028795256337616593, "loss_cls": 0.05390866135712713, "loss_rpn_cls": 0.001971221770872944, "loss_rpn_loc": 0.004563940194202587, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5383418565616012, "total_loss": 0.08973274735558334}
{"data_time": 0.0029419921338558197, "eta_seconds": 19460.01972847525, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2958494208494209, "fast_rcnn/fg_cls_accuracy": 0.7041505791505791, "iteration": 2059, "loss_box_reg": 0.02829939138609916, "loss_cls": 0.05262514908099547, "loss_rpn_cls": 0.0013790435556870762, "loss_rpn_loc": 0.003461481428530533, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5145032117143273, "total_loss": 0.08851522380300025}
{"data_time": 0.003131723031401634, "eta_seconds": 19457.13284275029, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.515255530129672, "fast_rcnn/fg_cls_accuracy": 0.484744469870328, "iteration": 2079, "loss_box_reg": 0.028493259218521416, "loss_cls": 0.05546188878361136, "loss_rpn_cls": 0.002006052346700926, "loss_rpn_loc": 0.0034927698361570947, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.50656333938241, "total_loss": 0.08889452464774195}
{"data_time": 0.003291546367108822, "eta_seconds": 19423.789724885486, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3966175668303328, "fast_rcnn/fg_cls_accuracy": 0.6033824331696672, "iteration": 2099, "loss_box_reg": 0.029985041357576847, "loss_cls": 0.05278508295305073, "loss_rpn_cls": 0.0018852884007856119, "loss_rpn_loc": 0.0036670714980573393, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4905081754550338, "total_loss": 0.08887293806196794}
{"data_time": 0.0031019821763038635, "eta_seconds": 19420.275593784638, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43790849673202614, "fast_rcnn/fg_cls_accuracy": 0.5620915032679739, "iteration": 2119, "loss_box_reg": 0.028519418672658503, "loss_cls": 0.05210950516629964, "loss_rpn_cls": 0.001234712369978297, "loss_rpn_loc": 0.004124121922359336, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203146124258637, "total_loss": 0.08483649492831091}
{"data_time": 0.0031427405774593353, "eta_seconds": 19417.178643539548, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33863275039745633, "fast_rcnn/fg_cls_accuracy": 0.6485294117647059, "iteration": 2139, "loss_box_reg": 0.02706896956078708, "loss_cls": 0.05009398085530847, "loss_rpn_cls": 0.0017708028689469302, "loss_rpn_loc": 0.0035094234335701913, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5152622982859612, "total_loss": 0.08453816914072831}
{"data_time": 0.0033947033807635307, "eta_seconds": 19393.040473322384, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3143515470704411, "fast_rcnn/fg_cls_accuracy": 0.6426312460468058, "iteration": 2159, "loss_box_reg": 0.029298658249899745, "loss_cls": 0.05574967875145376, "loss_rpn_cls": 0.0019527116058952743, "loss_rpn_loc": 0.003426753479288891, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5019931690767407, "total_loss": 0.09241645399379195}
{"data_time": 0.0036223018541932106, "eta_seconds": 19393.160289678723, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.26115650534255186, "fast_rcnn/fg_cls_accuracy": 0.7388434946574481, "iteration": 2179, "loss_box_reg": 0.026609684282448143, "loss_cls": 0.050015148357488215, "loss_rpn_cls": 0.0018049531006454345, "loss_rpn_loc": 0.004106518535991199, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267104348167777, "total_loss": 0.08260076544760864}
{"data_time": 0.0031602364033460617, "eta_seconds": 19383.51804380864, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.6386946386946387, "iteration": 2199, "loss_box_reg": 0.029868214740417898, "loss_cls": 0.052364298957400024, "loss_rpn_cls": 0.0019113600912419315, "loss_rpn_loc": 0.0037255269635352306, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5094134798273444, "total_loss": 0.08966321416681922}
{"data_time": 0.003231939859688282, "eta_seconds": 19381.179648864083, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2947860962566845, "fast_rcnn/fg_cls_accuracy": 0.7033365570599613, "iteration": 2219, "loss_box_reg": 0.028593915863893926, "loss_cls": 0.05246555001940578, "loss_rpn_cls": 0.0019595189743313313, "loss_rpn_loc": 0.003624141223554034, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5329714352265, "total_loss": 0.08831715107396576}
{"data_time": 0.0030233068391680717, "eta_seconds": 19390.631414618343, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6428571428571429, "iteration": 2239, "loss_box_reg": 0.030330645269714296, "loss_cls": 0.05564833915559575, "loss_rpn_cls": 0.0018444722937829283, "loss_rpn_loc": 0.004075898992596194, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5238383626565337, "total_loss": 0.09081897980377107}
{"data_time": 0.003009817562997341, "eta_seconds": 19380.361225049943, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.28614864864864864, "fast_rcnn/fg_cls_accuracy": 0.6753378378378379, "iteration": 2259, "loss_box_reg": 0.02769544196780771, "loss_cls": 0.05196139542385936, "loss_rpn_cls": 0.0015397845644429253, "loss_rpn_loc": 0.004270931203791406, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5118755605071783, "total_loss": 0.08758510355528415}
{"data_time": 0.0032711299136281013, "eta_seconds": 19371.999530615285, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2832080200501253, "fast_rcnn/fg_cls_accuracy": 0.7167919799498748, "iteration": 2279, "loss_box_reg": 0.026896311435848475, "loss_cls": 0.05416872713249177, "loss_rpn_cls": 0.0015397983939351434, "loss_rpn_loc": 0.003984727856732206, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5142451925203204, "total_loss": 0.08653497516087327}
{"data_time": 0.0031947214156389236, "eta_seconds": 19359.820845913142, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32719638242894056, "fast_rcnn/fg_cls_accuracy": 0.6728036175710594, "iteration": 2299, "loss_box_reg": 0.02674792130710557, "loss_cls": 0.052398937579710037, "loss_rpn_cls": 0.0012693069313627348, "loss_rpn_loc": 0.0035258158604847267, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5147491386160254, "total_loss": 0.08779013217565534}
{"data_time": 0.0032878415659070015, "eta_seconds": 19335.880569766276, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3753591954022989, "fast_rcnn/fg_cls_accuracy": 0.6246408045977012, "iteration": 2319, "loss_box_reg": 0.02714841451961547, "loss_cls": 0.04911802406422794, "loss_rpn_cls": 0.002379653391813008, "loss_rpn_loc": 0.004310307496780297, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49845617916435003, "total_loss": 0.08547675450768111}
{"data_time": 0.0031054290011525154, "eta_seconds": 19301.723105867393, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.29401993355481726, "fast_rcnn/fg_cls_accuracy": 0.7059800664451827, "iteration": 2339, "loss_box_reg": 0.027192761888727546, "loss_cls": 0.04854430671548471, "loss_rpn_cls": 0.0015593279356380663, "loss_rpn_loc": 0.003560896831913851, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5056509887799621, "total_loss": 0.08071727396566075}
{"data_time": 0.0033003073185682297, "eta_seconds": 19290.542968112044, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31875, "fast_rcnn/fg_cls_accuracy": 0.68125, "iteration": 2359, "loss_box_reg": 0.026956474175676703, "loss_cls": 0.054977198829874396, "loss_rpn_cls": 0.0020965547037121723, "loss_rpn_loc": 0.003989613258454483, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.502315754070878, "total_loss": 0.08935080152366481}
{"data_time": 0.003142349421977997, "eta_seconds": 19270.095089772716, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3203012912482066, "fast_rcnn/fg_cls_accuracy": 0.6796987087517934, "iteration": 2379, "loss_box_reg": 0.028058458410669118, "loss_cls": 0.050612178980372846, "loss_rpn_cls": 0.0020682646692335993, "loss_rpn_loc": 0.00296074743164354, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5049784863367677, "total_loss": 0.08622345986680102}
{"data_time": 0.003368687815964222, "eta_seconds": 19263.00657237321, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38409961685823757, "fast_rcnn/fg_cls_accuracy": 0.6159003831417624, "iteration": 2399, "loss_box_reg": 0.026374178822152317, "loss_cls": 0.05033901985734701, "loss_rpn_cls": 0.0015470194068711862, "loss_rpn_loc": 0.003842151039862074, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109004164114594, "total_loss": 0.08255915465048247}
{"data_time": 0.0033194031566381454, "eta_seconds": 19252.760564781725, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2105911330049261, "fast_rcnn/fg_cls_accuracy": 0.7894088669950738, "iteration": 2419, "loss_box_reg": 0.0275337309576571, "loss_cls": 0.04790297447470948, "loss_rpn_cls": 0.0020644596550027927, "loss_rpn_loc": 0.0038018087143427692, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5086705200374126, "total_loss": 0.08151584934080347}
{"data_time": 0.0031672678887844086, "eta_seconds": 19255.447673181072, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28894878706199456, "fast_rcnn/fg_cls_accuracy": 0.7110512129380053, "iteration": 2439, "loss_box_reg": 0.02748291112948209, "loss_cls": 0.052170471055433154, "loss_rpn_cls": 0.001797338086248601, "loss_rpn_loc": 0.00541458124644123, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5242466414347291, "total_loss": 0.0901786258428956}
{"data_time": 0.0032475609332323074, "eta_seconds": 19232.268549598753, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4253968253968254, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 2459, "loss_box_reg": 0.027482094417791814, "loss_cls": 0.05333560239523649, "loss_rpn_cls": 0.0019603730587505197, "loss_rpn_loc": 0.004354636817879509, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5094856200739741, "total_loss": 0.08814552838975942}
{"data_time": 0.0032310597598552704, "eta_seconds": 19234.941885078326, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31890756302521006, "fast_rcnn/fg_cls_accuracy": 0.6747737556561086, "iteration": 2479, "loss_box_reg": 0.02534851513337344, "loss_cls": 0.04770457313861698, "loss_rpn_cls": 0.0011903657128300438, "loss_rpn_loc": 0.0034353620430920273, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5291262986138463, "total_loss": 0.07844755257406177}
{"data_time": 0.0033164676278829575, "eta_seconds": 19224.688991026953, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.325493612078978, "fast_rcnn/fg_cls_accuracy": 0.674506387921022, "iteration": 2499, "loss_box_reg": 0.026158873515669256, "loss_cls": 0.04980543034616858, "loss_rpn_cls": 0.002292893077537883, "loss_rpn_loc": 0.0032903663704928476, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5034194039180875, "total_loss": 0.08340041683936761}
{"data_time": 0.0033839624375104904, "eta_seconds": 19206.288826184347, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.25611210494931425, "fast_rcnn/fg_cls_accuracy": 0.7438878950506858, "iteration": 2519, "loss_box_reg": 0.024230252427514642, "loss_cls": 0.05080890329554677, "loss_rpn_cls": 0.0013781164320789685, "loss_rpn_loc": 0.00329934386536479, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5004092613235116, "total_loss": 0.08170617321317764}
{"data_time": 0.0031593916937708855, "eta_seconds": 19191.28451923281, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 2539, "loss_box_reg": 0.027859084657393396, "loss_cls": 0.052043763804249465, "loss_rpn_cls": 0.0017843812170212914, "loss_rpn_loc": 0.0034649305016500875, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5025083255022764, "total_loss": 0.09022952238365178}
{"data_time": 0.003505658358335495, "eta_seconds": 19177.896128656343, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37857142857142856, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 2559, "loss_box_reg": 0.025497049267869443, "loss_cls": 0.053855131613090634, "loss_rpn_cls": 0.0017482973283904357, "loss_rpn_loc": 0.003751184467546409, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5067337090149522, "total_loss": 0.08777157313951989}
{"data_time": 0.00326690636575222, "eta_seconds": 19170.792504049838, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 2579, "loss_box_reg": 0.026029741507954895, "loss_cls": 0.049558442493434995, "loss_rpn_cls": 0.0009706796608952573, "loss_rpn_loc": 0.00356205314892577, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5054754195734859, "total_loss": 0.08023838645800652}
{"data_time": 0.0030866703018546104, "eta_seconds": 19166.152213213965, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3309294871794872, "fast_rcnn/fg_cls_accuracy": 0.6690705128205128, "iteration": 2599, "loss_box_reg": 0.026191583776380867, "loss_cls": 0.05026445211842656, "loss_rpn_cls": 0.0017958847156478441, "loss_rpn_loc": 0.003745849280676339, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5159409157931805, "total_loss": 0.08266203833960617}
{"data_time": 0.0032561812549829483, "eta_seconds": 19159.005045197904, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29130434782608694, "fast_rcnn/fg_cls_accuracy": 0.7084905660377359, "iteration": 2619, "loss_box_reg": 0.025178467971272767, "loss_cls": 0.050477233016863465, "loss_rpn_cls": 0.001714971603973936, "loss_rpn_loc": 0.0036599842424038798, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5024568736553192, "total_loss": 0.08174569957395761}
{"data_time": 0.003222508355975151, "eta_seconds": 19145.654202772304, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 2639, "loss_box_reg": 0.025428878143429756, "loss_cls": 0.0485316559788771, "loss_rpn_cls": 0.0019302079077760936, "loss_rpn_loc": 0.0031273961867555045, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049663912504911, "total_loss": 0.08079355698146173}
{"data_time": 0.0033061327412724495, "eta_seconds": 19126.67448359169, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 2659, "loss_box_reg": 0.026904135651420802, "loss_cls": 0.05258578708162531, "loss_rpn_cls": 0.0016582112991727627, "loss_rpn_loc": 0.0033861278134281747, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.504885159432888, "total_loss": 0.08572695461475632}
{"data_time": 0.0032297102734446526, "eta_seconds": 19128.253050796688, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32457786116322707, "fast_rcnn/fg_cls_accuracy": 0.6754221388367729, "iteration": 2679, "loss_box_reg": 0.0254436784889549, "loss_cls": 0.05211377423256636, "loss_rpn_cls": 0.0014114737649606468, "loss_rpn_loc": 0.0035026967561861966, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5006204396486282, "total_loss": 0.08388516240052013}
{"data_time": 0.0032217008993029594, "eta_seconds": 19104.984576578252, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4106373815676141, "fast_rcnn/fg_cls_accuracy": 0.5893626184323859, "iteration": 2699, "loss_box_reg": 0.024489611678291112, "loss_cls": 0.05128314241301268, "loss_rpn_cls": 0.0018013511712524632, "loss_rpn_loc": 0.004438145013409667, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4977272870019078, "total_loss": 0.0827336829199794}
{"data_time": 0.00321044959127903, "eta_seconds": 19089.672025867738, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24404761904761904, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 2719, "loss_box_reg": 0.024118986097164452, "loss_cls": 0.04892829211894423, "loss_rpn_cls": 0.0015989147868822329, "loss_rpn_loc": 0.004124971899727825, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5036424892023206, "total_loss": 0.07948690288480975}
{"data_time": 0.003003404475748539, "eta_seconds": 19064.32170075737, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18614718614718614, "fast_rcnn/fg_cls_accuracy": 0.7990909090909091, "iteration": 2739, "loss_box_reg": 0.025203507742844522, "loss_cls": 0.04872684262227267, "loss_rpn_cls": 0.0013095066668142863, "loss_rpn_loc": 0.003923234093235806, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5013898462057114, "total_loss": 0.08153983962233724}
{"data_time": 0.0034593194723129272, "eta_seconds": 19039.90417346172, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23549783549783548, "fast_rcnn/fg_cls_accuracy": 0.7508809020436927, "iteration": 2759, "loss_box_reg": 0.025378058839123696, "loss_cls": 0.05066797696053982, "loss_rpn_cls": 0.0013064976920986737, "loss_rpn_loc": 0.0036663403807324357, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138453571125865, "total_loss": 0.08461825666677214}
{"data_time": 0.003000727854669094, "eta_seconds": 19018.525757839903, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28187361419068735, "fast_rcnn/fg_cls_accuracy": 0.7181263858093127, "iteration": 2779, "loss_box_reg": 0.025270313257351518, "loss_cls": 0.04874299367656931, "loss_rpn_cls": 0.0017022255370306993, "loss_rpn_loc": 0.0037148054798308294, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5138001516461372, "total_loss": 0.08041234266698893}
{"data_time": 0.0030589140951633453, "eta_seconds": 19019.453697724268, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30579891531080516, "fast_rcnn/fg_cls_accuracy": 0.6417295813315032, "iteration": 2799, "loss_box_reg": 0.024576231080573052, "loss_cls": 0.050118221319280565, "loss_rpn_cls": 0.002692563725815944, "loss_rpn_loc": 0.0037982468038535444, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5162448454648256, "total_loss": 0.07952189489350303}
{"data_time": 0.0032504266127943993, "eta_seconds": 19009.57213783916, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39238294898672255, "fast_rcnn/fg_cls_accuracy": 0.6076170510132775, "iteration": 2819, "loss_box_reg": 0.02593769773375243, "loss_cls": 0.053788016200996935, "loss_rpn_cls": 0.0017805352619575388, "loss_rpn_loc": 0.003417416191950906, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5166160026565194, "total_loss": 0.08354948579722077}
{"data_time": 0.003286745399236679, "eta_seconds": 18989.776806539856, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27046783625730997, "fast_rcnn/fg_cls_accuracy": 0.72953216374269, "iteration": 2839, "loss_box_reg": 0.024397842527832836, "loss_cls": 0.04993845894932747, "loss_rpn_cls": 0.0017180176191118335, "loss_rpn_loc": 0.0036992385939811356, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49354965798556805, "total_loss": 0.08073438790131604}
{"data_time": 0.00319612305611372, "eta_seconds": 18977.648778161034, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3653846153846154, "fast_rcnn/fg_cls_accuracy": 0.632016632016632, "iteration": 2859, "loss_box_reg": 0.025806975841987878, "loss_cls": 0.04845362587366253, "loss_rpn_cls": 0.0013226246913973227, "loss_rpn_loc": 0.003588668223528657, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5164231536909938, "total_loss": 0.07995144690659117}
{"data_time": 0.003241785801947117, "eta_seconds": 18960.603434970602, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3249528598365808, "fast_rcnn/fg_cls_accuracy": 0.6750471401634193, "iteration": 2879, "loss_box_reg": 0.025216118432581425, "loss_cls": 0.049041664344258606, "loss_rpn_cls": 0.0018304495109475738, "loss_rpn_loc": 0.0037483642918232363, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5113611780107021, "total_loss": 0.07976864111932969}
{"data_time": 0.0031265653669834137, "eta_seconds": 18950.38786780648, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.314206268958544, "fast_rcnn/fg_cls_accuracy": 0.685793731041456, "iteration": 2899, "loss_box_reg": 0.02414276247145608, "loss_cls": 0.04980092420009896, "loss_rpn_cls": 0.0018697947969030793, "loss_rpn_loc": 0.0035428868868621066, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5096312053501606, "total_loss": 0.0785098871936043}
{"data_time": 0.0029161274433135986, "eta_seconds": 18940.172300642356, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33347807207989577, "fast_rcnn/fg_cls_accuracy": 0.6665219279201042, "iteration": 2919, "loss_box_reg": 0.023178533068858087, "loss_cls": 0.0494727052282542, "loss_rpn_cls": 0.001902825769775518, "loss_rpn_loc": 0.0035898639653169084, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5114334980025887, "total_loss": 0.07992383720687712}
{"data_time": 0.0031212642788887024, "eta_seconds": 18910.229983718134, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4472222222222222, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 2939, "loss_box_reg": 0.024020350130740553, "loss_cls": 0.05287914763903245, "loss_rpn_cls": 0.001401087304941484, "loss_rpn_loc": 0.003563579528417904, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.505282293073833, "total_loss": 0.08207953652481592}
{"data_time": 0.0030642375349998474, "eta_seconds": 18892.295947993174, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3787878787878788, "fast_rcnn/fg_cls_accuracy": 0.6212121212121212, "iteration": 2959, "loss_box_reg": 0.02518987440271303, "loss_cls": 0.05026099388487637, "loss_rpn_cls": 0.001619005002794438, "loss_rpn_loc": 0.0036387630680110306, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5016809133812785, "total_loss": 0.08426328877987999}
{"data_time": 0.003267819993197918, "eta_seconds": 18876.25057791453, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40394088669950734, "fast_rcnn/fg_cls_accuracy": 0.5905923344947734, "iteration": 2979, "loss_box_reg": 0.023574761347845197, "loss_cls": 0.049764735624194145, "loss_rpn_cls": 0.0011901923096502287, "loss_rpn_loc": 0.0032845133973751217, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5030720457434654, "total_loss": 0.07914756666622225}
{"data_time": 0.0031987763941287994, "eta_seconds": 18854.583468431607, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38149688149688155, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 2999, "loss_box_reg": 0.022999562555924058, "loss_cls": 0.052755660261027515, "loss_rpn_cls": 0.00221100887921466, "loss_rpn_loc": 0.0035527100117178634, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49821329303085804, "total_loss": 0.08233766247229823}
{"data_time": 0.003108329139649868, "eta_seconds": 18855.85539617669, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5647840531561461, "iteration": 3019, "loss_box_reg": 0.025042822933755815, "loss_cls": 0.04862581077031791, "loss_rpn_cls": 0.0017675725354138194, "loss_rpn_loc": 0.0037480562859855127, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49487476982176304, "total_loss": 0.08014028177433374}
{"data_time": 0.003281092271208763, "eta_seconds": 18838.160456780344, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3635433715220949, "fast_rcnn/fg_cls_accuracy": 0.6364566284779051, "iteration": 3039, "loss_box_reg": 0.023172585642896593, "loss_cls": 0.049678020644932985, "loss_rpn_cls": 0.001360599706231369, "loss_rpn_loc": 0.004108023887965828, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119802169501781, "total_loss": 0.07728745156919103}
{"data_time": 0.0029954295605421066, "eta_seconds": 18818.179882945493, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2987256371814093, "fast_rcnn/fg_cls_accuracy": 0.7012743628185907, "iteration": 3059, "loss_box_reg": 0.023033823526930064, "loss_cls": 0.0484942045295611, "loss_rpn_cls": 0.00184645480612744, "loss_rpn_loc": 0.0036433964778552763, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5005967868492007, "total_loss": 0.07621960767545488}
{"data_time": 0.003189362585544586, "eta_seconds": 18802.83281203732, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 3079, "loss_box_reg": 0.02343010692857206, "loss_cls": 0.050982332322746515, "loss_rpn_cls": 0.0024973456096120117, "loss_rpn_loc": 0.003896026079019066, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.503096304833889, "total_loss": 0.08085820147357481}
{"data_time": 0.003202994354069233, "eta_seconds": 18820.89070967026, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2848557692307692, "fast_rcnn/fg_cls_accuracy": 0.6927257525083612, "iteration": 3099, "loss_box_reg": 0.022876695380546153, "loss_cls": 0.04979599016951397, "loss_rpn_cls": 0.0014170571358818052, "loss_rpn_loc": 0.003257154967286624, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5279741697013378, "total_loss": 0.07876918509688835}
{"data_time": 0.0031730979681015015, "eta_seconds": 18778.9916725941, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7320523648648649, "iteration": 3119, "loss_box_reg": 0.022952129947952926, "loss_cls": 0.052149775670841336, "loss_rpn_cls": 0.0021333183509000264, "loss_rpn_loc": 0.0035007350707019214, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49497889913618565, "total_loss": 0.0822171386635091}
{"data_time": 0.0031478330492973328, "eta_seconds": 18772.27648992464, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34663710273466375, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 3139, "loss_box_reg": 0.02281629986828193, "loss_cls": 0.047751636360771954, "loss_rpn_cls": 0.0014496789560212164, "loss_rpn_loc": 0.0042960571954608895, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.525682408362627, "total_loss": 0.07817512148494643}
{"data_time": 0.0032122889533638954, "eta_seconds": 18776.99925294891, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3443675889328063, "fast_rcnn/fg_cls_accuracy": 0.6556324110671936, "iteration": 3159, "loss_box_reg": 0.023590047494508326, "loss_cls": 0.04928579565603286, "loss_rpn_cls": 0.0017490906623152114, "loss_rpn_loc": 0.0033321179798804224, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5094576561823487, "total_loss": 0.0780049172899453}
{"data_time": 0.003284851089119911, "eta_seconds": 18759.21746606566, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3114035087719298, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 3179, "loss_box_reg": 0.022242238046601415, "loss_cls": 0.04695489301229827, "loss_rpn_cls": 0.001549949544738638, "loss_rpn_loc": 0.00326957327342825, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5105680543929338, "total_loss": 0.07430057670254087}
{"data_time": 0.0033304672688245773, "eta_seconds": 18763.299101863056, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31119544592030357, "fast_rcnn/fg_cls_accuracy": 0.6888045540796963, "iteration": 3199, "loss_box_reg": 0.02219339256407693, "loss_cls": 0.04894311667885631, "loss_rpn_cls": 0.0018906569176806443, "loss_rpn_loc": 0.003395170482690446, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5131297055631876, "total_loss": 0.07717361031313885}
{"data_time": 0.003174368292093277, "eta_seconds": 18731.534727107733, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36818181818181817, "fast_rcnn/fg_cls_accuracy": 0.6318181818181818, "iteration": 3219, "loss_box_reg": 0.02356586477253586, "loss_cls": 0.05176762392511591, "loss_rpn_cls": 0.0018991276779161126, "loss_rpn_loc": 0.0032093727168103214, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.512887129560113, "total_loss": 0.08114414006115567}
{"data_time": 0.003139577805995941, "eta_seconds": 18687.6736601647, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3046218487394958, "fast_rcnn/fg_cls_accuracy": 0.6953781512605042, "iteration": 3239, "loss_box_reg": 0.023108889639843255, "loss_cls": 0.05176001263316721, "loss_rpn_cls": 0.0018381502273996375, "loss_rpn_loc": 0.00426532061828766, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4965971037745476, "total_loss": 0.08046874242131707}
{"data_time": 0.003281598910689354, "eta_seconds": 18680.36628702376, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2142434988179669, "fast_rcnn/fg_cls_accuracy": 0.7857565011820331, "iteration": 3259, "loss_box_reg": 0.021516769018489867, "loss_cls": 0.04726968036266044, "loss_rpn_cls": 0.0016936388908845856, "loss_rpn_loc": 0.0036846401926595718, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5259674824774265, "total_loss": 0.07585011262597163}
{"data_time": 0.0031699100509285927, "eta_seconds": 18667.339421531186, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3339160839160839, "fast_rcnn/fg_cls_accuracy": 0.666083916083916, "iteration": 3279, "loss_box_reg": 0.024188215262256563, "loss_cls": 0.05209837667644024, "loss_rpn_cls": 0.0017394850952996421, "loss_rpn_loc": 0.004442488731001504, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5015788339078426, "total_loss": 0.08225565649661348}
{"data_time": 0.003180242143571377, "eta_seconds": 18652.06953405682, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7464285714285714, "iteration": 3299, "loss_box_reg": 0.023016320716124028, "loss_cls": 0.051140507915988564, "loss_rpn_cls": 0.0014392840500931925, "loss_rpn_loc": 0.0032393880719610024, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5036248797550797, "total_loss": 0.07932744010582837}
{"data_time": 0.003106505610048771, "eta_seconds": 18630.62502311077, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3679337231968811, "fast_rcnn/fg_cls_accuracy": 0.6320662768031189, "iteration": 3319, "loss_box_reg": 0.02353548665996641, "loss_cls": 0.051875030796509236, "loss_rpn_cls": 0.001421024823400785, "loss_rpn_loc": 0.002933725161710754, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4929552311077714, "total_loss": 0.07976844450263343}
{"data_time": 0.0032333433628082275, "eta_seconds": 18618.269343351945, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.323642664613015, "fast_rcnn/fg_cls_accuracy": 0.676357335386985, "iteration": 3339, "loss_box_reg": 0.021577828796580434, "loss_cls": 0.04936738673131913, "loss_rpn_cls": 0.00116542878367909, "loss_rpn_loc": 0.0029493653419194743, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5013880906626582, "total_loss": 0.07537833389005755}
{"data_time": 0.003122434951364994, "eta_seconds": 18608.11235399358, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30833333333333335, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 3359, "loss_box_reg": 0.022628784703556448, "loss_cls": 0.047181506524793804, "loss_rpn_cls": 0.001626411566689967, "loss_rpn_loc": 0.004335949495725799, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4932311587035656, "total_loss": 0.07736858790241286}
{"data_time": 0.0030601248145103455, "eta_seconds": 18611.41217968706, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2906976744186046, "fast_rcnn/fg_cls_accuracy": 0.7093023255813953, "iteration": 3379, "loss_box_reg": 0.022947283869143575, "loss_cls": 0.05124285741476342, "loss_rpn_cls": 0.0015062986933571665, "loss_rpn_loc": 0.0032514035592612345, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324201146140695, "total_loss": 0.08056298862878464}
{"data_time": 0.003159884363412857, "eta_seconds": 18594.149562097155, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35805860805860806, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 3399, "loss_box_reg": 0.022233200259506702, "loss_cls": 0.04976428393274546, "loss_rpn_cls": 0.0020322399589076667, "loss_rpn_loc": 0.003876568480336573, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5055764382705092, "total_loss": 0.0795434055073656}
{"data_time": 0.0034997742623090744, "eta_seconds": 18576.069660000503, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27625, "fast_rcnn/fg_cls_accuracy": 0.6858552631578947, "iteration": 3419, "loss_box_reg": 0.022411780810216442, "loss_cls": 0.04994927695952356, "loss_rpn_cls": 0.0018418273368752125, "loss_rpn_loc": 0.003478183894912945, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5018676584586501, "total_loss": 0.07964530439573991}
{"data_time": 0.0034003546461462975, "eta_seconds": 18519.50227712374, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 3439, "loss_box_reg": 0.02171285531949252, "loss_cls": 0.047868083871435374, "loss_rpn_cls": 0.0015033196378908542, "loss_rpn_loc": 0.0030288648267742246, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.512296455912292, "total_loss": 0.07436920226422217}
{"data_time": 0.003238145262002945, "eta_seconds": 18544.554720310494, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 3459, "loss_box_reg": 0.021605589194223285, "loss_cls": 0.051529456046409905, "loss_rpn_cls": 0.0012005098685676785, "loss_rpn_loc": 0.0037446871210704558, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5154513651505113, "total_loss": 0.07660500383860835}
{"data_time": 0.0033386265859007835, "eta_seconds": 18512.755078244954, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2778730703259005, "fast_rcnn/fg_cls_accuracy": 0.7221269296740995, "iteration": 3479, "loss_box_reg": 0.021660750324372202, "loss_cls": 0.04531640006462112, "loss_rpn_cls": 0.001712495154094995, "loss_rpn_loc": 0.0035739353770622984, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5014511272311211, "total_loss": 0.07304993413072225}
{"data_time": 0.0032138340175151825, "eta_seconds": 18486.29849343002, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2915057915057915, "fast_rcnn/fg_cls_accuracy": 0.7084942084942085, "iteration": 3499, "loss_box_reg": 0.021959711972158402, "loss_cls": 0.049017407931387424, "loss_rpn_cls": 0.0015873270366455472, "loss_rpn_loc": 0.0033281993310083635, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4928921740502119, "total_loss": 0.07623189438919553}
{"data_time": 0.0033078501001000404, "eta_seconds": 18478.979310515337, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27884615384615385, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 3519, "loss_box_reg": 0.021099167235661298, "loss_cls": 0.04872851667460054, "loss_rpn_cls": 0.0014211121980451935, "loss_rpn_loc": 0.0028163783354102634, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074145412072539, "total_loss": 0.07731263072685124}
{"data_time": 0.003296840935945511, "eta_seconds": 18465.40465475153, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2801535087719298, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 3539, "loss_box_reg": 0.022126958589069545, "loss_cls": 0.050164349435362965, "loss_rpn_cls": 0.0015944172428703496, "loss_rpn_loc": 0.003255564399296418, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4821506878361106, "total_loss": 0.08025769024544616}
{"data_time": 0.003022429533302784, "eta_seconds": 18458.717827211134, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.23757763975155277, "fast_rcnn/fg_cls_accuracy": 0.7624223602484472, "iteration": 3559, "loss_box_reg": 0.021151543711312115, "loss_cls": 0.04675928666256368, "loss_rpn_cls": 0.0012904482118756277, "loss_rpn_loc": 0.0028394209148245864, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5243793893605471, "total_loss": 0.07485940539726244}
{"data_time": 0.0031669856980443, "eta_seconds": 18490.865446995944, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2949901120632828, "fast_rcnn/fg_cls_accuracy": 0.6961789375582479, "iteration": 3579, "loss_box_reg": 0.022693545615766197, "loss_cls": 0.052100543049164116, "loss_rpn_cls": 0.0016129230281194396, "loss_rpn_loc": 0.0035278866707812995, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5178449917584658, "total_loss": 0.07907195637085351}
{"data_time": 0.003256053663790226, "eta_seconds": 18480.71148886904, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7333333333333334, "iteration": 3599, "loss_box_reg": 0.02255856682313606, "loss_cls": 0.04979107339750044, "loss_rpn_cls": 0.00174067149464463, "loss_rpn_loc": 0.0030649286636617035, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5290883211418986, "total_loss": 0.07947561511855383}
{"data_time": 0.003231830894947052, "eta_seconds": 18459.76122796163, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 3619, "loss_box_reg": 0.020127101568505168, "loss_cls": 0.04441865591797978, "loss_rpn_cls": 0.001559637661216584, "loss_rpn_loc": 0.0035898962341889273, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5017671128734946, "total_loss": 0.06890418447099478}
{"data_time": 0.0031514810398221016, "eta_seconds": 18468.09401230421, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3350427350427351, "fast_rcnn/fg_cls_accuracy": 0.6399572649572649, "iteration": 3639, "loss_box_reg": 0.021733289177063853, "loss_cls": 0.04757553827948868, "loss_rpn_cls": 0.00159589591794429, "loss_rpn_loc": 0.003587515358958626, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5292953541502357, "total_loss": 0.07647043213529514}
{"data_time": 0.0033327490091323853, "eta_seconds": 18467.537773267366, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28743315508021394, "fast_rcnn/fg_cls_accuracy": 0.7125668449197862, "iteration": 3659, "loss_box_reg": 0.02146035834448412, "loss_cls": 0.049616940203122795, "loss_rpn_cls": 0.0016660277681239677, "loss_rpn_loc": 0.003267516705818707, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5078361686319113, "total_loss": 0.07671225361355027}
{"data_time": 0.0031669391319155693, "eta_seconds": 18471.921111529693, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3535980148883375, "fast_rcnn/fg_cls_accuracy": 0.6464019851116625, "iteration": 3679, "loss_box_reg": 0.023042011889629066, "loss_cls": 0.05326841917121783, "loss_rpn_cls": 0.001267528684820718, "loss_rpn_loc": 0.004125557257793844, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5214722836390138, "total_loss": 0.081852590439496}
{"data_time": 0.003308967687189579, "eta_seconds": 18461.749628854915, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2416267942583732, "fast_rcnn/fg_cls_accuracy": 0.7583732057416268, "iteration": 3699, "loss_box_reg": 0.021260894020088017, "loss_cls": 0.04882963257841766, "loss_rpn_cls": 0.0018026608261720867, "loss_rpn_loc": 0.0029968595335958526, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4942563967779279, "total_loss": 0.07408565176922366}
{"data_time": 0.003218363970518112, "eta_seconds": 18457.41758169327, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3868055555555555, "fast_rcnn/fg_cls_accuracy": 0.6079861111111111, "iteration": 3719, "loss_box_reg": 0.021345502813346684, "loss_cls": 0.04929797165095806, "loss_rpn_cls": 0.0012121498504313877, "loss_rpn_loc": 0.003001712255354505, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5176855707541108, "total_loss": 0.07543486512270192}
{"data_time": 0.0033633997663855553, "eta_seconds": 18441.40666350536, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2373209446380178, "fast_rcnn/fg_cls_accuracy": 0.7408536585365854, "iteration": 3739, "loss_box_reg": 0.021397185570094734, "loss_cls": 0.04862724512349814, "loss_rpn_cls": 0.0011031684237821082, "loss_rpn_loc": 0.0033579363735043444, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49716014321893454, "total_loss": 0.0733037296852217}
{"data_time": 0.0032093729823827744, "eta_seconds": 18408.244862933643, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.28541666666666665, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 3759, "loss_box_reg": 0.020210241666063666, "loss_cls": 0.04830527154263109, "loss_rpn_cls": 0.0018172487452829955, "loss_rpn_loc": 0.0032099973504955415, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49989593122154474, "total_loss": 0.07501201815659186}
{"data_time": 0.003280993551015854, "eta_seconds": 18398.08606772218, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 3779, "loss_box_reg": 0.021764280798379332, "loss_cls": 0.04966433614026755, "loss_rpn_cls": 0.001560644753340057, "loss_rpn_loc": 0.004237023524183314, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5223837643861771, "total_loss": 0.07936639291142455}
{"data_time": 0.003282618708908558, "eta_seconds": 18387.927272510715, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.27783275606135577, "fast_rcnn/fg_cls_accuracy": 0.7221672439386442, "iteration": 3799, "loss_box_reg": 0.021737548348028213, "loss_cls": 0.04925966454902664, "loss_rpn_cls": 0.0019247820823693473, "loss_rpn_loc": 0.003209470942238113, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146094616502523, "total_loss": 0.07876785724715774}
{"data_time": 0.0034663425758481026, "eta_seconds": 18372.75755175948, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2767762460233298, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 3819, "loss_box_reg": 0.02149624307639897, "loss_cls": 0.044735607400070876, "loss_rpn_cls": 0.00200655995189436, "loss_rpn_loc": 0.0032298300029651728, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.50638188701123, "total_loss": 0.07257866048234973}
{"data_time": 0.0032458817586302757, "eta_seconds": 18364.344609392807, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3019718309859155, "fast_rcnn/fg_cls_accuracy": 0.6980281690140845, "iteration": 3839, "loss_box_reg": 0.0205131791299209, "loss_cls": 0.050267438986338675, "loss_rpn_cls": 0.001754188115000943, "loss_rpn_loc": 0.0033414903373341076, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5028544357046485, "total_loss": 0.07824151867100682}
{"data_time": 0.003290570341050625, "eta_seconds": 18352.445501178503, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32133917396745937, "fast_rcnn/fg_cls_accuracy": 0.6786608260325406, "iteration": 3859, "loss_box_reg": 0.020354502834379673, "loss_cls": 0.048550077131949365, "loss_rpn_cls": 0.0016628375822165253, "loss_rpn_loc": 0.0028578954807017, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5124841388314962, "total_loss": 0.07427879153635786}
{"data_time": 0.0030541792511940002, "eta_seconds": 18347.292091664858, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2631310555838858, "fast_rcnn/fg_cls_accuracy": 0.7114317425083241, "iteration": 3879, "loss_box_reg": 0.020446994283702224, "loss_cls": 0.04955676244571805, "loss_rpn_cls": 0.0015515238691250488, "loss_rpn_loc": 0.0042294534359825775, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412150342017412, "total_loss": 0.07375115758804895}
{"data_time": 0.002915755845606327, "eta_seconds": 18333.329978812486, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3034156976744186, "fast_rcnn/fg_cls_accuracy": 0.6965843023255813, "iteration": 3899, "loss_box_reg": 0.020035723282489926, "loss_cls": 0.047497416846454144, "loss_rpn_cls": 0.0014530700070736202, "loss_rpn_loc": 0.0034065736035699956, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4943123795092106, "total_loss": 0.07194964634572898}
{"data_time": 0.003329646773636341, "eta_seconds": 18323.17329064384, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 3919, "loss_box_reg": 0.02061899012187496, "loss_cls": 0.04908384190639481, "loss_rpn_cls": 0.0019993449342337044, "loss_rpn_loc": 0.0033450598421040922, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5116812968626618, "total_loss": 0.07447056834894283}
{"data_time": 0.003234938718378544, "eta_seconds": 18309.42233031802, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26121794871794873, "fast_rcnn/fg_cls_accuracy": 0.7387820512820513, "iteration": 3939, "loss_box_reg": 0.01963081199210137, "loss_cls": 0.04630755051039159, "loss_rpn_cls": 0.001363611834221956, "loss_rpn_loc": 0.002804126088449266, "lr": 0.001, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5040007214993238, "total_loss": 0.07282425397352199}
{"data_time": 0.0031103063374757767, "eta_seconds": 18306.656910819, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2942872117400419, "fast_rcnn/fg_cls_accuracy": 0.7057127882599581, "iteration": 3959, "loss_box_reg": 0.021614999161101878, "loss_cls": 0.05348178301937878, "loss_rpn_cls": 0.001416660262066216, "loss_rpn_loc": 0.002947266420960659, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5103045469149947, "total_loss": 0.07977578262966745}
{"data_time": 0.0030678873881697655, "eta_seconds": 18310.305929685943, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2685013876040703, "fast_rcnn/fg_cls_accuracy": 0.7314986123959297, "iteration": 3979, "loss_box_reg": 0.020696649968158454, "loss_cls": 0.04746364813763648, "loss_rpn_cls": 0.0014987839655873358, "loss_rpn_loc": 0.002797614681185223, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5144110368564725, "total_loss": 0.07287677912825075}
{"data_time": 0.003063436597585678, "eta_seconds": 18301.857403476723, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23268398268398266, "fast_rcnn/fg_cls_accuracy": 0.7673160173160173, "iteration": 3999, "loss_box_reg": 0.0192857789224945, "loss_cls": 0.045793821511324495, "loss_rpn_cls": 0.0015505678687759428, "loss_rpn_loc": 0.003626155485108029, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5031769145280123, "total_loss": 0.069799857861085}
{"data_time": 0.003180583007633686, "eta_seconds": 18292.49717424158, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3445054945054945, "fast_rcnn/fg_cls_accuracy": 0.6554945054945055, "iteration": 4019, "loss_box_reg": 0.020898987830150872, "loss_cls": 0.0473950580926612, "loss_rpn_cls": 0.0015225879762965633, "loss_rpn_loc": 0.002934064279543236, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5007729483768344, "total_loss": 0.07252060184919173}
{"data_time": 0.0032306956127285957, "eta_seconds": 18282.329309438355, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3222222222222222, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 4039, "loss_box_reg": 0.020910710969474167, "loss_cls": 0.0481789413606748, "loss_rpn_cls": 0.00142745149082657, "loss_rpn_loc": 0.002888458715460729, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5116025535389781, "total_loss": 0.07470659519594847}
{"data_time": 0.003268376924097538, "eta_seconds": 18286.073286573403, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2148846960167715, "fast_rcnn/fg_cls_accuracy": 0.7851153039832286, "iteration": 4059, "loss_box_reg": 0.021494392829481512, "loss_cls": 0.04944745689863339, "loss_rpn_cls": 0.0017197087517288878, "loss_rpn_loc": 0.003432181583775673, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5232666991651058, "total_loss": 0.07493027399340235}
{"data_time": 0.003042914904654026, "eta_seconds": 18282.650812795386, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26976597090449084, "fast_rcnn/fg_cls_accuracy": 0.7302340290955092, "iteration": 4079, "loss_box_reg": 0.01946739509003237, "loss_cls": 0.04586709197610617, "loss_rpn_cls": 0.0015642320072970506, "loss_rpn_loc": 0.0029064178525004536, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.510333345271647, "total_loss": 0.06913377621867767}
{"data_time": 0.003366919234395027, "eta_seconds": 18258.701038747095, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6882352941176471, "iteration": 4099, "loss_box_reg": 0.020490891532972455, "loss_cls": 0.04806199192535132, "loss_rpn_cls": 0.0019750530318560777, "loss_rpn_loc": 0.0030650827611680143, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.503283342346549, "total_loss": 0.07397790172228724}
{"data_time": 0.0029778406023979187, "eta_seconds": 18262.29208022915, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3332792207792208, "fast_rcnn/fg_cls_accuracy": 0.6636904761904762, "iteration": 4119, "loss_box_reg": 0.020739806350320578, "loss_cls": 0.045639855321496725, "loss_rpn_cls": 0.0014269729139186893, "loss_rpn_loc": 0.0031707812267995905, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5062393341213465, "total_loss": 0.07238486373674391}
{"data_time": 0.003248414024710655, "eta_seconds": 18249.68433381617, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37933247753530164, "fast_rcnn/fg_cls_accuracy": 0.6206675224646983, "iteration": 4139, "loss_box_reg": 0.020196738827507943, "loss_cls": 0.04581146623240784, "loss_rpn_cls": 0.0014662457117537997, "loss_rpn_loc": 0.0028633485999307595, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5187405198812485, "total_loss": 0.0717537459788673}
{"data_time": 0.0031252391636371613, "eta_seconds": 18228.18595386576, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3049645390070922, "fast_rcnn/fg_cls_accuracy": 0.6418439716312057, "iteration": 4159, "loss_box_reg": 0.0201309586991556, "loss_cls": 0.04913679510354996, "loss_rpn_cls": 0.0016280578847727156, "loss_rpn_loc": 0.0027081061598437373, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4823299329727888, "total_loss": 0.07475147319826192}
{"data_time": 0.003071841783821583, "eta_seconds": 18217.213997493498, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.27525252525252525, "fast_rcnn/fg_cls_accuracy": 0.7247474747474747, "iteration": 4179, "loss_box_reg": 0.019222439965233207, "loss_cls": 0.04716751302476041, "loss_rpn_cls": 0.001063991373484896, "loss_rpn_loc": 0.0029709475784329697, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5105447331443429, "total_loss": 0.07139978934613112}
{"data_time": 0.003079843707382679, "eta_seconds": 18207.04274934437, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 4199, "loss_box_reg": 0.020133050915319473, "loss_cls": 0.046960489940829575, "loss_rpn_cls": 0.001588055384445397, "loss_rpn_loc": 0.003207466099411249, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5217704614624381, "total_loss": 0.0744384080603595}
{"data_time": 0.0033870982006192207, "eta_seconds": 18205.543048837222, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2875, "fast_rcnn/fg_cls_accuracy": 0.7124999999999999, "iteration": 4219, "loss_box_reg": 0.01966286508832127, "loss_cls": 0.0473470349679701, "loss_rpn_cls": 0.0010986469019371725, "loss_rpn_loc": 0.003124498420220334, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5139675121754408, "total_loss": 0.07271419930884804}
{"data_time": 0.003226030617952347, "eta_seconds": 18202.1247767061, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2341485507246377, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 4239, "loss_box_reg": 0.0201089097536169, "loss_cls": 0.04868387075839564, "loss_rpn_cls": 0.0029615585867759364, "loss_rpn_loc": 0.0034833950048778206, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098280180245638, "total_loss": 0.07494260547690601}
{"data_time": 0.0030935099348425865, "eta_seconds": 18176.52900489699, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38967611336032393, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 4259, "loss_box_reg": 0.01939274329924956, "loss_cls": 0.0495674567646347, "loss_rpn_cls": 0.0013523357653326684, "loss_rpn_loc": 0.0033165868844662327, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5055622812360525, "total_loss": 0.07424199734327885}
{"data_time": 0.0031700264662504196, "eta_seconds": 18166.357756747864, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1709090909090909, "fast_rcnn/fg_cls_accuracy": 0.801948051948052, "iteration": 4279, "loss_box_reg": 0.019702455843798816, "loss_cls": 0.0459322709357366, "loss_rpn_cls": 0.0015047597050852346, "loss_rpn_loc": 0.0027249034428677987, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5045893164351583, "total_loss": 0.07088593216008121}
{"data_time": 0.003081350587308407, "eta_seconds": 18171.58515290916, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3063885267275098, "fast_rcnn/fg_cls_accuracy": 0.6936114732724903, "iteration": 4299, "loss_box_reg": 0.02071288920706138, "loss_cls": 0.048288563441019505, "loss_rpn_cls": 0.0009427371667243278, "loss_rpn_loc": 0.003657648660009727, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5206159595400095, "total_loss": 0.07305811835885834}
{"data_time": 0.003322180360555649, "eta_seconds": 18195.102388837375, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21195652173913043, "fast_rcnn/fg_cls_accuracy": 0.7607142857142857, "iteration": 4319, "loss_box_reg": 0.019718123192433268, "loss_cls": 0.04489115043543279, "loss_rpn_cls": 0.001602533604625478, "loss_rpn_loc": 0.003285066624812316, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244499323889613, "total_loss": 0.0692892541422907}
{"data_time": 0.00318034365773201, "eta_seconds": 18198.97142081894, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24032738095238096, "fast_rcnn/fg_cls_accuracy": 0.7596726190476191, "iteration": 4339, "loss_box_reg": 0.019652545626740903, "loss_cls": 0.044864434632472694, "loss_rpn_cls": 0.0013832636246888796, "loss_rpn_loc": 0.0032072429567051586, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.521578979678452, "total_loss": 0.0683673153921518}
{"data_time": 0.003254183568060398, "eta_seconds": 18190.44623986911, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2698768197088466, "fast_rcnn/fg_cls_accuracy": 0.7301231802911534, "iteration": 4359, "loss_box_reg": 0.02063806029036641, "loss_cls": 0.04902998005854897, "loss_rpn_cls": 0.0012455315930139932, "loss_rpn_loc": 0.0024663423355377745, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5038515692576766, "total_loss": 0.07438820903101373}
{"data_time": 0.0031626634299755096, "eta_seconds": 18164.50610108394, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2600125156445557, "fast_rcnn/fg_cls_accuracy": 0.7399874843554444, "iteration": 4379, "loss_box_reg": 0.018792337097693235, "loss_cls": 0.049094232090283185, "loss_rpn_cls": 0.0016906492834323217, "loss_rpn_loc": 0.0036825257375312503, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5064205545932055, "total_loss": 0.07598474314397663}
{"data_time": 0.00317478459328413, "eta_seconds": 18154.307338499464, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.274482109227872, "fast_rcnn/fg_cls_accuracy": 0.725517890772128, "iteration": 4399, "loss_box_reg": 0.019390155212022364, "loss_cls": 0.048706903122365475, "loss_rpn_cls": 0.0011686616718407095, "loss_rpn_loc": 0.002625269269628916, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5046841753646731, "total_loss": 0.07042052017118294}
{"data_time": 0.002995619550347328, "eta_seconds": 18159.823452225886, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23532608695652174, "fast_rcnn/fg_cls_accuracy": 0.7646739130434783, "iteration": 4419, "loss_box_reg": 0.019004685687832534, "loss_cls": 0.04832276384695433, "loss_rpn_cls": 0.0010916437595369644, "loss_rpn_loc": 0.0032464490832353476, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5273601952940226, "total_loss": 0.07350986071071475}
{"data_time": 0.0029476918280124664, "eta_seconds": 18150.065377302468, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3752955082742317, "fast_rcnn/fg_cls_accuracy": 0.622628726287263, "iteration": 4439, "loss_box_reg": 0.019271080614998937, "loss_cls": 0.04692277673166245, "loss_rpn_cls": 0.0015153801657561417, "loss_rpn_loc": 0.002644204163516406, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5210691839456558, "total_loss": 0.07103542464767543}
{"data_time": 0.0032009193673729897, "eta_seconds": 18129.9090511417, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3566666666666667, "fast_rcnn/fg_cls_accuracy": 0.6433333333333333, "iteration": 4459, "loss_box_reg": 0.018609980528708547, "loss_cls": 0.046968873240984976, "loss_rpn_cls": 0.0013900293236019934, "loss_rpn_loc": 0.003026569480425678, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5060008224099874, "total_loss": 0.07150044110380804}
{"data_time": 0.003188449889421463, "eta_seconds": 18105.53325971961, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2003968253968254, "fast_rcnn/fg_cls_accuracy": 0.7996031746031746, "iteration": 4479, "loss_box_reg": 0.019609823415521532, "loss_cls": 0.04778771521523595, "loss_rpn_cls": 0.0017676727715070228, "loss_rpn_loc": 0.0032912961796682794, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.484029614366591, "total_loss": 0.07207606244750764}
{"data_time": 0.003339787945151329, "eta_seconds": 18113.413541927934, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31143934632306725, "fast_rcnn/fg_cls_accuracy": 0.6672093023255814, "iteration": 4499, "loss_box_reg": 0.01991894969251007, "loss_cls": 0.047718138026539236, "loss_rpn_cls": 0.0015937309461833138, "loss_rpn_loc": 0.002830252913554432, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5170728266239166, "total_loss": 0.07676860130413843}
{"data_time": 0.0031205033883452415, "eta_seconds": 18107.111549930647, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.369540555870675, "fast_rcnn/fg_cls_accuracy": 0.630459444129325, "iteration": 4519, "loss_box_reg": 0.019184715521987528, "loss_cls": 0.048313287494238466, "loss_rpn_cls": 0.0017159557460217911, "loss_rpn_loc": 0.0030841635962133296, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185482921078801, "total_loss": 0.0714829398980541}
{"data_time": 0.0030524926260113716, "eta_seconds": 18098.57787693944, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23067632850241546, "fast_rcnn/fg_cls_accuracy": 0.7592226613965745, "iteration": 4539, "loss_box_reg": 0.019916467543225735, "loss_cls": 0.04746126272948459, "loss_rpn_cls": 0.0017357669037210144, "loss_rpn_loc": 0.002873613149859011, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4976675044745207, "total_loss": 0.07312338990227829}
{"data_time": 0.0031141741201281548, "eta_seconds": 18072.717237823643, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.29179566563467496, "fast_rcnn/fg_cls_accuracy": 0.708204334365325, "iteration": 4559, "loss_box_reg": 0.019093759125098586, "loss_cls": 0.04926783044356853, "loss_rpn_cls": 0.001034877252664046, "loss_rpn_loc": 0.0028309500848990865, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4968216624110937, "total_loss": 0.0712588820175597}
{"data_time": 0.003184555098414421, "eta_seconds": 18056.782390284352, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19444444444444445, "fast_rcnn/fg_cls_accuracy": 0.8055555555555556, "iteration": 4579, "loss_box_reg": 0.019279177824500948, "loss_cls": 0.047721667564474046, "loss_rpn_cls": 0.002230498461813113, "loss_rpn_loc": 0.0035464627617329825, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5155632048845291, "total_loss": 0.07197293398459692}
{"data_time": 0.003286464139819145, "eta_seconds": 18031.516855143942, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.2087114337568058, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 4599, "loss_box_reg": 0.018109582306351513, "loss_cls": 0.045999758527614176, "loss_rpn_cls": 0.0014202604392039575, "loss_rpn_loc": 0.003512632683850825, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48736837692558765, "total_loss": 0.07097232961723421}
{"data_time": 0.0031561413779854774, "eta_seconds": 18030.747045839205, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23959827833572453, "fast_rcnn/fg_cls_accuracy": 0.7604017216642754, "iteration": 4619, "loss_box_reg": 0.018535118375439197, "loss_cls": 0.044258690846618265, "loss_rpn_cls": 0.0016183431847309748, "loss_rpn_loc": 0.0027845396907650866, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5068761873990297, "total_loss": 0.0679076695665799}
{"data_time": 0.0031354939565062523, "eta_seconds": 18005.82097669132, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3421052631578947, "fast_rcnn/fg_cls_accuracy": 0.6467836257309942, "iteration": 4639, "loss_box_reg": 0.018995081016328186, "loss_cls": 0.048008664045482874, "loss_rpn_cls": 0.000890527413943687, "loss_rpn_loc": 0.003177907543431502, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.501560096628964, "total_loss": 0.07104521924728147}
{"data_time": 0.003125689923763275, "eta_seconds": 17990.796662932262, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33341608738828205, "fast_rcnn/fg_cls_accuracy": 0.6665839126117179, "iteration": 4659, "loss_box_reg": 0.01905849383911118, "loss_cls": 0.04740572429727763, "loss_rpn_cls": 0.0013996246739793605, "loss_rpn_loc": 0.003926380617485847, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4950899388641119, "total_loss": 0.07344771000487071}
{"data_time": 0.003139701671898365, "eta_seconds": 17974.99538129568, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44191919191919193, "fast_rcnn/fg_cls_accuracy": 0.5580808080808081, "iteration": 4679, "loss_box_reg": 0.018176525365561247, "loss_cls": 0.049062607111409307, "loss_rpn_cls": 0.0018634511692425804, "loss_rpn_loc": 0.003329361519718077, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5062200399115682, "total_loss": 0.07485777132433213}
{"data_time": 0.0035200482234358788, "eta_seconds": 17975.268977070227, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29078590785907854, "fast_rcnn/fg_cls_accuracy": 0.7092140921409213, "iteration": 4699, "loss_box_reg": 0.01930323662236333, "loss_cls": 0.04858574352692813, "loss_rpn_cls": 0.0015115196607666803, "loss_rpn_loc": 0.003115381630777847, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156973116099834, "total_loss": 0.07351711826913743}
{"data_time": 0.003137853927910328, "eta_seconds": 17965.08497719653, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 4719, "loss_box_reg": 0.017931419133674353, "loss_cls": 0.0461542122066021, "loss_rpn_cls": 0.0012949382002034326, "loss_rpn_loc": 0.0025358222992508672, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.515013906173408, "total_loss": 0.06871952151459482}
{"data_time": 0.0031725671142339706, "eta_seconds": 17965.16482243035, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 4739, "loss_box_reg": 0.019212540704756975, "loss_cls": 0.048402221873402596, "loss_rpn_cls": 0.001979672171387392, "loss_rpn_loc": 0.0033439977996749803, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.516125082038343, "total_loss": 0.07311582612138068}
{"data_time": 0.003054380416870117, "eta_seconds": 17976.875295328908, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3111111111111111, "fast_rcnn/fg_cls_accuracy": 0.6888888888888889, "iteration": 4759, "loss_box_reg": 0.017935059790033847, "loss_cls": 0.04518939834088087, "loss_rpn_cls": 0.0013157742679368312, "loss_rpn_loc": 0.003400810375751462, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5133581142872572, "total_loss": 0.06858632946472198}
{"data_time": 0.003253653645515442, "eta_seconds": 17954.82715248596, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2600125156445557, "fast_rcnn/fg_cls_accuracy": 0.7399874843554444, "iteration": 4779, "loss_box_reg": 0.018041746399831027, "loss_cls": 0.047175768413580954, "loss_rpn_cls": 0.0012610688011136517, "loss_rpn_loc": 0.002894907556765247, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5126724103465676, "total_loss": 0.07016931793083359}
{"data_time": 0.0030786627903580666, "eta_seconds": 17939.01604704745, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29871175523349436, "fast_rcnn/fg_cls_accuracy": 0.7012882447665056, "iteration": 4799, "loss_box_reg": 0.01867686223704368, "loss_cls": 0.048386437934823334, "loss_rpn_cls": 0.0013558869077883173, "loss_rpn_loc": 0.003000089829583885, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504950332455337, "total_loss": 0.0696852561131891}
{"data_time": 0.0029399599879980087, "eta_seconds": 17932.23066946864, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3062106918238994, "fast_rcnn/fg_cls_accuracy": 0.6937893081761006, "iteration": 4819, "loss_box_reg": 0.017854824021924287, "loss_cls": 0.049487193929962814, "loss_rpn_cls": 0.0014816325985691492, "loss_rpn_loc": 0.0024507274356437847, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4976417673751712, "total_loss": 0.07243168652328791}
{"data_time": 0.003224967047572136, "eta_seconds": 17922.03639945388, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2390860873113015, "fast_rcnn/fg_cls_accuracy": 0.7609139126886986, "iteration": 4839, "loss_box_reg": 0.018391619785688818, "loss_cls": 0.04662333172746003, "loss_rpn_cls": 0.001720458374734335, "loss_rpn_loc": 0.003217987141397316, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5176393203437328, "total_loss": 0.07223266606138168}
{"data_time": 0.0031849807128310204, "eta_seconds": 17904.025893338956, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 4859, "loss_box_reg": 0.018440528539940715, "loss_cls": 0.05135546997189522, "loss_rpn_cls": 0.0015501376695965519, "loss_rpn_loc": 0.0028250353498151526, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5008848840370774, "total_loss": 0.07524192115806727}
{"data_time": 0.003434586338698864, "eta_seconds": 17888.898716689087, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.229020979020979, "fast_rcnn/fg_cls_accuracy": 0.770979020979021, "iteration": 4879, "loss_box_reg": 0.017880494939163327, "loss_cls": 0.04646024008980021, "loss_rpn_cls": 0.0009313151995229418, "loss_rpn_loc": 0.0030170730642566923, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5120367659255862, "total_loss": 0.06951220639916755}
{"data_time": 0.0035021184012293816, "eta_seconds": 17893.654009806924, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3538899430740038, "fast_rcnn/fg_cls_accuracy": 0.6461100569259962, "iteration": 4899, "loss_box_reg": 0.01808868395164609, "loss_cls": 0.04593297012615949, "loss_rpn_cls": 0.001223761400069634, "loss_rpn_loc": 0.003449985226325225, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5263232970610261, "total_loss": 0.06849762768888468}
{"data_time": 0.0031838174909353256, "eta_seconds": 17881.259319394827, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29627906976744184, "fast_rcnn/fg_cls_accuracy": 0.6729411764705883, "iteration": 4919, "loss_box_reg": 0.018306994868908077, "loss_cls": 0.0474330821307376, "loss_rpn_cls": 0.0013020251683428796, "loss_rpn_loc": 0.0027938658276980277, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4957103095948696, "total_loss": 0.06907068243003778}
{"data_time": 0.00321966502815485, "eta_seconds": 17871.065049380064, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24129593810444872, "fast_rcnn/fg_cls_accuracy": 0.741388044579534, "iteration": 4939, "loss_box_reg": 0.018407755356747657, "loss_cls": 0.04792342393193394, "loss_rpn_cls": 0.0013407457401370948, "loss_rpn_loc": 0.0025124224957835395, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5075437799096107, "total_loss": 0.07016844467017336}
{"data_time": 0.003144495189189911, "eta_seconds": 17876.973575402983, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26403508771929823, "fast_rcnn/fg_cls_accuracy": 0.7359649122807017, "iteration": 4959, "loss_box_reg": 0.020026292477268726, "loss_cls": 0.04929759772494435, "loss_rpn_cls": 0.0013525645338177128, "loss_rpn_loc": 0.002934278887551045, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215774830430746, "total_loss": 0.0732584726472254}
{"data_time": 0.0033226972445845604, "eta_seconds": 17866.770114556886, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21405228758169934, "fast_rcnn/fg_cls_accuracy": 0.7859477124183006, "iteration": 4979, "loss_box_reg": 0.017624439497012645, "loss_cls": 0.04821848310530186, "loss_rpn_cls": 0.001200598639798045, "loss_rpn_loc": 0.002986612558743218, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5103626465424895, "total_loss": 0.0699249065970946}
{"data_time": 0.0033471276983618736, "eta_seconds": 17856.56665371079, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 4999, "loss_box_reg": 0.018514572293497622, "loss_cls": 0.05047323298640549, "loss_rpn_cls": 0.0016507503569300752, "loss_rpn_loc": 0.0028317753967712633, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5080601247027516, "total_loss": 0.07248575277469627}
{"data_time": 0.0031462088227272034, "eta_seconds": 17837.087447879836, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.325493612078978, "fast_rcnn/fg_cls_accuracy": 0.674506387921022, "iteration": 5019, "loss_box_reg": 0.018449570750817657, "loss_cls": 0.045506684051360935, "loss_rpn_cls": 0.002092544301831367, "loss_rpn_loc": 0.003547447566234041, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5011277357116342, "total_loss": 0.07083210993761213}
{"data_time": 0.0031143464148044586, "eta_seconds": 17836.159732018597, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2580469176213857, "fast_rcnn/fg_cls_accuracy": 0.7419530823786142, "iteration": 5039, "loss_box_reg": 0.018736682424787432, "loss_cls": 0.044969741837121546, "loss_rpn_cls": 0.0009315697295733116, "loss_rpn_loc": 0.0026259507376380498, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5168737405911088, "total_loss": 0.06837985519916856}
{"data_time": 0.0033975811675190926, "eta_seconds": 17807.93995237816, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28289473684210525, "fast_rcnn/fg_cls_accuracy": 0.7171052631578947, "iteration": 5059, "loss_box_reg": 0.01781578263035044, "loss_cls": 0.0469021366443485, "loss_rpn_cls": 0.0012146924859735009, "loss_rpn_loc": 0.0027573568986554164, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5143662663176656, "total_loss": 0.06866965056116214}
{"data_time": 0.0030199186876416206, "eta_seconds": 17811.67634810414, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3027823240589198, "fast_rcnn/fg_cls_accuracy": 0.6972176759410802, "iteration": 5079, "loss_box_reg": 0.017957324045710266, "loss_cls": 0.047016804048325866, "loss_rpn_cls": 0.0012502082308287754, "loss_rpn_loc": 0.003277450719906483, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5170633094385266, "total_loss": 0.06795600868110796}
{"data_time": 0.0035621002316474915, "eta_seconds": 17812.899109116755, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2689265536723164, "fast_rcnn/fg_cls_accuracy": 0.7310734463276836, "iteration": 5099, "loss_box_reg": 0.01784833613783121, "loss_cls": 0.04573861928656697, "loss_rpn_cls": 0.0017015942319176247, "loss_rpn_loc": 0.0031458721205126494, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328067941591144, "total_loss": 0.06681051090191659}
{"data_time": 0.0031888624653220177, "eta_seconds": 17822.66372637637, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.31513926325247077, "fast_rcnn/fg_cls_accuracy": 0.677122641509434, "iteration": 5119, "loss_box_reg": 0.017849115771241486, "loss_cls": 0.0470008235424757, "loss_rpn_cls": 0.0014527117028251268, "loss_rpn_loc": 0.0030784761438553687, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5187388639897108, "total_loss": 0.06926424220523586}
{"data_time": 0.003053220920264721, "eta_seconds": 17812.444602081552, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3060790273556231, "fast_rcnn/fg_cls_accuracy": 0.6793145654834761, "iteration": 5139, "loss_box_reg": 0.019131849985569715, "loss_cls": 0.04642205545678735, "loss_rpn_cls": 0.0014013630985800773, "loss_rpn_loc": 0.002202921863499796, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5207218630239367, "total_loss": 0.06837725506056813}
{"data_time": 0.003017483279109001, "eta_seconds": 17790.18125392031, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30492424242424243, "fast_rcnn/fg_cls_accuracy": 0.6881313131313131, "iteration": 5159, "loss_box_reg": 0.017763016221579164, "loss_cls": 0.048816978407558054, "loss_rpn_cls": 0.0015469608588603023, "loss_rpn_loc": 0.002634638894960517, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5006929440423846, "total_loss": 0.07077725200088025}
{"data_time": 0.003179299645125866, "eta_seconds": 17764.735506095923, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.17863247863247864, "fast_rcnn/fg_cls_accuracy": 0.8120421245421245, "iteration": 5179, "loss_box_reg": 0.017743165895808488, "loss_cls": 0.04806581529555842, "loss_rpn_cls": 0.000976523230804105, "loss_rpn_loc": 0.002836492392816581, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.48268305975943804, "total_loss": 0.07013472004882715}
{"data_time": 0.0031094709411263466, "eta_seconds": 17745.961842788383, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.22875816993464052, "fast_rcnn/fg_cls_accuracy": 0.7712418300653594, "iteration": 5199, "loss_box_reg": 0.018244388629682362, "loss_cls": 0.0438393231597729, "loss_rpn_cls": 0.0012164265672822694, "loss_rpn_loc": 0.0027475560491438955, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5123050520196557, "total_loss": 0.06854476569523626}
{"data_time": 0.0033451206982135773, "eta_seconds": 17723.02654568758, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3481359649122807, "fast_rcnn/fg_cls_accuracy": 0.6317401960784315, "iteration": 5219, "loss_box_reg": 0.018846912949811667, "loss_cls": 0.049208612530492246, "loss_rpn_cls": 0.0012096415866835741, "loss_rpn_loc": 0.0029894003528170288, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5021634418517351, "total_loss": 0.06971889948027865}
{"data_time": 0.0032151052728295326, "eta_seconds": 17706.980679203756, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20416666666666666, "fast_rcnn/fg_cls_accuracy": 0.7958333333333334, "iteration": 5239, "loss_box_reg": 0.016751232789829373, "loss_cls": 0.04678846045862883, "loss_rpn_cls": 0.0013679839904625624, "loss_rpn_loc": 0.0026073647932207678, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49065296817570925, "total_loss": 0.06785749119981688}
{"data_time": 0.003134787082672119, "eta_seconds": 17696.792836115696, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.423963133640553, "fast_rcnn/fg_cls_accuracy": 0.5760368663594471, "iteration": 5259, "loss_box_reg": 0.018317476205993444, "loss_cls": 0.04742876929230988, "loss_rpn_cls": 0.0016670398799760733, "loss_rpn_loc": 0.0031354019411082845, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.504728271625936, "total_loss": 0.07085365884626071}
{"data_time": 0.003172149881720543, "eta_seconds": 17705.16770045273, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22327898550724637, "fast_rcnn/fg_cls_accuracy": 0.7767210144927537, "iteration": 5279, "loss_box_reg": 0.01684240548638627, "loss_cls": 0.04321394604630768, "loss_rpn_cls": 0.0011656778658419853, "loss_rpn_loc": 0.0034251950073667103, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5241396175697446, "total_loss": 0.06676936591520644}
{"data_time": 0.003275986760854721, "eta_seconds": 17689.818446927704, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22909407665505227, "fast_rcnn/fg_cls_accuracy": 0.7709059233449478, "iteration": 5299, "loss_box_reg": 0.01736009039450437, "loss_cls": 0.045455435989424586, "loss_rpn_cls": 0.0012999059351841424, "loss_rpn_loc": 0.002716768613026943, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509519075974822, "total_loss": 0.06736703256743226}
{"data_time": 0.003007762134075165, "eta_seconds": 17646.59223411884, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22004608294930875, "fast_rcnn/fg_cls_accuracy": 0.7694497153700189, "iteration": 5319, "loss_box_reg": 0.017033713724231347, "loss_cls": 0.04584110277937725, "loss_rpn_cls": 0.0015577439860123832, "loss_rpn_loc": 0.0026548851892584935, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5129266623407602, "total_loss": 0.06734392272784362}
{"data_time": 0.0030555082485079765, "eta_seconds": 17624.117850567214, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25290697674418605, "fast_rcnn/fg_cls_accuracy": 0.747093023255814, "iteration": 5339, "loss_box_reg": 0.018041319213807583, "loss_cls": 0.04773762507829815, "loss_rpn_cls": 0.0014418551195944929, "loss_rpn_loc": 0.0033941675719688646, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49183464609086514, "total_loss": 0.07131227916806893}
{"data_time": 0.003377065993845463, "eta_seconds": 17620.43688587565, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26550751879699247, "fast_rcnn/fg_cls_accuracy": 0.7344924812030075, "iteration": 5359, "loss_box_reg": 0.016994316829368472, "loss_cls": 0.046928518800996244, "loss_rpn_cls": 0.001143612831867813, "loss_rpn_loc": 0.002503330153558636, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5221255868673325, "total_loss": 0.06805462351223923}
{"data_time": 0.003307994455099106, "eta_seconds": 17599.23392263893, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3200568990042674, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 5379, "loss_box_reg": 0.017419824958778918, "loss_cls": 0.04758674674667418, "loss_rpn_cls": 0.0013171122751600706, "loss_rpn_loc": 0.0024224046428571455, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47774238232523203, "total_loss": 0.06893961391725156}
{"data_time": 0.003321227617561817, "eta_seconds": 17589.067125652917, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31325665859564167, "fast_rcnn/fg_cls_accuracy": 0.6867433414043584, "iteration": 5399, "loss_box_reg": 0.01816214362042956, "loss_cls": 0.04482904262840748, "loss_rpn_cls": 0.0017971039973758707, "loss_rpn_loc": 0.0029188545304350555, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5044415397569537, "total_loss": 0.06773611510880073}
{"data_time": 0.0032232655212283134, "eta_seconds": 17574.35547305178, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2413793103448276, "fast_rcnn/fg_cls_accuracy": 0.7586206896551724, "iteration": 5419, "loss_box_reg": 0.01647126564057544, "loss_cls": 0.04693641047924757, "loss_rpn_cls": 0.0017362645078833339, "loss_rpn_loc": 0.0030155807617120445, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215061418712139, "total_loss": 0.06871200945676037}
{"data_time": 0.003316527232527733, "eta_seconds": 17552.339052495547, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3048986486486487, "fast_rcnn/fg_cls_accuracy": 0.6951013513513513, "iteration": 5439, "loss_box_reg": 0.01711857388727367, "loss_cls": 0.04484822798985988, "loss_rpn_cls": 0.0012692102931168847, "loss_rpn_loc": 0.0029410878851194866, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49569071643054485, "total_loss": 0.06597508277062047}
{"data_time": 0.0034057004377245903, "eta_seconds": 17549.474541374482, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.297275641025641, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 5459, "loss_box_reg": 0.017458133574109524, "loss_cls": 0.04562095561414026, "loss_rpn_cls": 0.001317223954885094, "loss_rpn_loc": 0.0028979271519347094, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.511950047686696, "total_loss": 0.06787198260803962}
{"data_time": 0.0032084276899695396, "eta_seconds": 17556.973749470897, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4100877192982456, "fast_rcnn/fg_cls_accuracy": 0.5899122807017544, "iteration": 5479, "loss_box_reg": 0.016958339838311076, "loss_cls": 0.04656983516179025, "loss_rpn_cls": 0.001699241721667022, "loss_rpn_loc": 0.003078637564613018, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5131165515631437, "total_loss": 0.07275901656771566}
{"data_time": 0.0035459697246551514, "eta_seconds": 17555.003565910272, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29889455782312924, "fast_rcnn/fg_cls_accuracy": 0.7011054421768708, "iteration": 5499, "loss_box_reg": 0.016158450802322477, "loss_cls": 0.044722856080625206, "loss_rpn_cls": 0.0014059001284749684, "loss_rpn_loc": 0.0025758815609151497, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.52251261100173, "total_loss": 0.06547243772308775}
{"data_time": 0.0030157389119267464, "eta_seconds": 17541.868000945076, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29599499374217775, "fast_rcnn/fg_cls_accuracy": 0.7040050062578223, "iteration": 5519, "loss_box_reg": 0.01762644189875573, "loss_cls": 0.04565770225599408, "loss_rpn_cls": 0.0013783119484287454, "loss_rpn_loc": 0.0030580678649130277, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5103625413030386, "total_loss": 0.06937042493439094}
{"data_time": 0.003156796097755432, "eta_seconds": 17531.693198589608, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35964912280701755, "fast_rcnn/fg_cls_accuracy": 0.6403508771929824, "iteration": 5539, "loss_box_reg": 0.017398458090610802, "loss_cls": 0.04916049019084312, "loss_rpn_cls": 0.0017578974540697345, "loss_rpn_loc": 0.0031394163470395142, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5017128624022007, "total_loss": 0.07140780954591719}
{"data_time": 0.0032077888026833534, "eta_seconds": 17546.368997852318, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20065520065520065, "fast_rcnn/fg_cls_accuracy": 0.7816944959802102, "iteration": 5559, "loss_box_reg": 0.0167599311680533, "loss_cls": 0.04432753231958486, "loss_rpn_cls": 0.0009403926835602761, "loss_rpn_loc": 0.00296545408127713, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5166689036414027, "total_loss": 0.06602555757126538}
{"data_time": 0.0031417468562722206, "eta_seconds": 17536.179764672183, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 5579, "loss_box_reg": 0.016798681928776205, "loss_cls": 0.04598200670443475, "loss_rpn_cls": 0.0010997541448887205, "loss_rpn_loc": 0.002473545158863999, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.512422495521605, "total_loss": 0.0677081591348383}
{"data_time": 0.003321228548884392, "eta_seconds": 17539.97540138103, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3935483870967742, "fast_rcnn/fg_cls_accuracy": 0.6064516129032258, "iteration": 5599, "loss_box_reg": 0.017941189405974, "loss_cls": 0.04756014165468514, "loss_rpn_cls": 0.0012842667622408044, "loss_rpn_loc": 0.002816968524712138, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186598915606737, "total_loss": 0.06955241018204106}
{"data_time": 0.0032472386956214905, "eta_seconds": 17527.070507328957, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.24654088050314465, "fast_rcnn/fg_cls_accuracy": 0.7534591194968554, "iteration": 5619, "loss_box_reg": 0.017308962938841432, "loss_cls": 0.04578751910594292, "loss_rpn_cls": 0.001694283921551687, "loss_rpn_loc": 0.0025599013606552035, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4942644266411662, "total_loss": 0.06659692227697178}
{"data_time": 0.0035067973658442497, "eta_seconds": 17514.174107504077, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3494983277591973, "fast_rcnn/fg_cls_accuracy": 0.6505016722408027, "iteration": 5639, "loss_box_reg": 0.01690593862440437, "loss_cls": 0.0461081761168316, "loss_rpn_cls": 0.00153553700761222, "loss_rpn_loc": 0.00273326420574449, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.4919829899445176, "total_loss": 0.06785906270667397}
{"data_time": 0.00308148842304945, "eta_seconds": 17506.678929995745, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29174228675136116, "fast_rcnn/fg_cls_accuracy": 0.7082577132486388, "iteration": 5659, "loss_box_reg": 0.018603162956424057, "loss_cls": 0.047131274244748056, "loss_rpn_cls": 0.0016898580601036883, "loss_rpn_loc": 0.0030674282606923953, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5038059139624238, "total_loss": 0.07117934755989097}
{"data_time": 0.0035022152587771416, "eta_seconds": 17485.233598771505, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32479848269321954, "fast_rcnn/fg_cls_accuracy": 0.6752015173067805, "iteration": 5679, "loss_box_reg": 0.016552167595364153, "loss_cls": 0.04796007042750716, "loss_rpn_cls": 0.0013057347373433004, "loss_rpn_loc": 0.0020866759077762254, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5015797093510628, "total_loss": 0.06807245353934377}
{"data_time": 0.003430957905948162, "eta_seconds": 17467.900534965098, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 5699, "loss_box_reg": 0.017804036557208747, "loss_cls": 0.04924895352451131, "loss_rpn_cls": 0.0015069656174375723, "loss_rpn_loc": 0.002959713092423044, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5083944834768772, "total_loss": 0.07058708209262932}
{"data_time": 0.0030667679384350777, "eta_seconds": 17469.98281089496, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3156108597285068, "fast_rcnn/fg_cls_accuracy": 0.6530501089324618, "iteration": 5719, "loss_box_reg": 0.017245549766812474, "loss_cls": 0.043365055636968464, "loss_rpn_cls": 0.0017781099052172067, "loss_rpn_loc": 0.0033206445987161715, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5157456686720252, "total_loss": 0.06434704877415243}
{"data_time": 0.0033998899161815643, "eta_seconds": 17463.203023695387, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1918300653594771, "fast_rcnn/fg_cls_accuracy": 0.8081699346405229, "iteration": 5739, "loss_box_reg": 0.017511158366687596, "loss_cls": 0.04529686534078792, "loss_rpn_cls": 0.0010071975402183853, "loss_rpn_loc": 0.002352425661229063, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5183107797056437, "total_loss": 0.06548142671738333}
{"data_time": 0.0031787604093551636, "eta_seconds": 17453.00880693365, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21764705882352942, "fast_rcnn/fg_cls_accuracy": 0.7698529411764705, "iteration": 5759, "loss_box_reg": 0.018116572289727628, "loss_cls": 0.046763013233430684, "loss_rpn_cls": 0.0009582033674178092, "loss_rpn_loc": 0.0031258793496817816, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5152243217453361, "total_loss": 0.06893888615871901}
{"data_time": 0.00341838039457798, "eta_seconds": 17445.50419799611, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3173202614379085, "fast_rcnn/fg_cls_accuracy": 0.6826797385620915, "iteration": 5779, "loss_box_reg": 0.01743749825982377, "loss_cls": 0.0473369361134246, "loss_rpn_cls": 0.0017413324532071783, "loss_rpn_loc": 0.0023513678679591976, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144574800506234, "total_loss": 0.0688128409951787}
{"data_time": 0.0032524336129426956, "eta_seconds": 17438.00176456012, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3423076923076923, "fast_rcnn/fg_cls_accuracy": 0.6576923076923077, "iteration": 5799, "loss_box_reg": 0.01683977892389521, "loss_cls": 0.045146856165956706, "loss_rpn_cls": 0.0017221302005054895, "loss_rpn_loc": 0.002618364662339445, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108274351805449, "total_loss": 0.06654406032339466}
{"data_time": 0.003248930908739567, "eta_seconds": 17431.77009557374, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2722222222222222, "fast_rcnn/fg_cls_accuracy": 0.7014260249554367, "iteration": 5819, "loss_box_reg": 0.01640697621041909, "loss_cls": 0.04358276119455695, "loss_rpn_cls": 0.0015040001612760534, "loss_rpn_loc": 0.00316597284108866, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.512087969109416, "total_loss": 0.06555131561026428}
{"data_time": 0.003419320099055767, "eta_seconds": 17412.231939886697, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3077731092436975, "fast_rcnn/fg_cls_accuracy": 0.6922268907563025, "iteration": 5839, "loss_box_reg": 0.016662567388266325, "loss_cls": 0.04405848140595481, "loss_rpn_cls": 0.0018208611259069585, "loss_rpn_loc": 0.0031393316712637898, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.498940397053957, "total_loss": 0.06518841018805688}
{"data_time": 0.003208794631063938, "eta_seconds": 17407.409673513845, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2673160173160173, "fast_rcnn/fg_cls_accuracy": 0.7208994708994709, "iteration": 5859, "loss_box_reg": 0.016241247416473925, "loss_cls": 0.04390590940602124, "loss_rpn_cls": 0.0018513788004383969, "loss_rpn_loc": 0.0024255334501503967, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.50917540024966, "total_loss": 0.06402650412218236}
{"data_time": 0.0032937703654170036, "eta_seconds": 17388.445012996905, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3520408163265306, "fast_rcnn/fg_cls_accuracy": 0.6479591836734694, "iteration": 5879, "loss_box_reg": 0.01711741287726909, "loss_cls": 0.04767011781223118, "loss_rpn_cls": 0.0012446576977254153, "loss_rpn_loc": 0.0034782395377987996, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5064435610547662, "total_loss": 0.07101695937444674}
{"data_time": 0.003528662957251072, "eta_seconds": 17373.152033790015, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3215311004784689, "fast_rcnn/fg_cls_accuracy": 0.6661793372319689, "iteration": 5899, "loss_box_reg": 0.016504522878676653, "loss_cls": 0.042321958171669394, "loss_rpn_cls": 0.0015955364987405574, "loss_rpn_loc": 0.0024245632121164817, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5166601520031691, "total_loss": 0.06480309800235773}
{"data_time": 0.003193419426679611, "eta_seconds": 17371.332332694903, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2943722943722944, "fast_rcnn/fg_cls_accuracy": 0.7056277056277056, "iteration": 5919, "loss_box_reg": 0.017349450383335352, "loss_cls": 0.047241160995326936, "loss_rpn_cls": 0.0012105775734028157, "loss_rpn_loc": 0.0027653941142489202, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5138755273073912, "total_loss": 0.07016160345199296}
{"data_time": 0.0030967993661761284, "eta_seconds": 17363.088855269365, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7125, "iteration": 5939, "loss_box_reg": 0.01691201189532876, "loss_cls": 0.04899027809733525, "loss_rpn_cls": 0.0010423279959184129, "loss_rpn_loc": 0.0026711491082096472, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5136069385334849, "total_loss": 0.07108157360033829}
{"data_time": 0.003125322051346302, "eta_seconds": 17322.606719979085, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.175, "fast_rcnn/fg_cls_accuracy": 0.825, "iteration": 5959, "loss_box_reg": 0.017095904797315598, "loss_cls": 0.04227495024679229, "loss_rpn_cls": 0.001225878965328775, "loss_rpn_loc": 0.0024720483779674396, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.49072742741554976, "total_loss": 0.0647844121966159}
{"data_time": 0.0033402247354388237, "eta_seconds": 17321.28292614408, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.436491935483871, "fast_rcnn/fg_cls_accuracy": 0.563508064516129, "iteration": 5979, "loss_box_reg": 0.016941288311500102, "loss_cls": 0.04812635655980557, "loss_rpn_cls": 0.0014892728677295963, "loss_rpn_loc": 0.002769234142760979, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5121557237580419, "total_loss": 0.06921347557289437}
{"data_time": 0.003526918590068817, "eta_seconds": 17302.25172838662, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 5999, "loss_box_reg": 0.01623468700563535, "loss_cls": 0.04789301916025579, "loss_rpn_cls": 0.0012525255738751184, "loss_rpn_loc": 0.002694839655305259, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5003962693735957, "total_loss": 0.06802421437504336}
{"data_time": 0.0031011654064059258, "eta_seconds": 17304.561866515316, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6958333333333333, "iteration": 6019, "loss_box_reg": 0.01723096054047346, "loss_cls": 0.04572510125581175, "loss_rpn_cls": 0.0010010563464675215, "loss_rpn_loc": 0.0023478774237446487, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5124949319288135, "total_loss": 0.06711779054546696}
{"data_time": 0.0031132772564888, "eta_seconds": 17295.814637789503, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26393188854489164, "fast_rcnn/fg_cls_accuracy": 0.733718487394958, "iteration": 6039, "loss_box_reg": 0.017083041078876704, "loss_cls": 0.04703879100270569, "loss_rpn_cls": 0.0016266980546220111, "loss_rpn_loc": 0.002406087427516468, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5306372893974185, "total_loss": 0.06732418857291123}
{"data_time": 0.0031615030020475388, "eta_seconds": 17271.719240997918, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1474358974358974, "fast_rcnn/fg_cls_accuracy": 0.8525641025641026, "iteration": 6059, "loss_box_reg": 0.01685567619279027, "loss_cls": 0.047803783672861755, "loss_rpn_cls": 0.0014967463071684506, "loss_rpn_loc": 0.002676948373846244, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.510531485080719, "total_loss": 0.06907511714238268}
{"data_time": 0.003282897174358368, "eta_seconds": 17275.443253392354, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2707641196013289, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 6079, "loss_box_reg": 0.016346992139006034, "loss_cls": 0.04556828772183508, "loss_rpn_cls": 0.0011881290386099863, "loss_rpn_loc": 0.0025337515689898282, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391931552439928, "total_loss": 0.0662220823444386}
{"data_time": 0.0033441921696066856, "eta_seconds": 17249.00222759042, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3411862527716186, "fast_rcnn/fg_cls_accuracy": 0.6588137472283814, "iteration": 6099, "loss_box_reg": 0.016554862551856786, "loss_cls": 0.04460919491248205, "loss_rpn_cls": 0.0014251895298116324, "loss_rpn_loc": 0.002554524875449715, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4971655933186412, "total_loss": 0.06577085301813668}
{"data_time": 0.0030568549409508705, "eta_seconds": 17236.44381924905, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19753577106518283, "fast_rcnn/fg_cls_accuracy": 0.8024642289348172, "iteration": 6119, "loss_box_reg": 0.016473678057081997, "loss_cls": 0.043660879106028005, "loss_rpn_cls": 0.001039862754311116, "loss_rpn_loc": 0.0024399579342571087, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5028118398040533, "total_loss": 0.066263978282592}
{"data_time": 0.003415958024561405, "eta_seconds": 17226.269123213366, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 6139, "loss_box_reg": 0.015639282879419625, "loss_cls": 0.04828306275885552, "loss_rpn_cls": 0.0011375994147329038, "loss_rpn_loc": 0.0022760927931813058, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5149944433942437, "total_loss": 0.0689427640988356}
{"data_time": 0.003246290609240532, "eta_seconds": 17245.090625300072, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2736486486486487, "fast_rcnn/fg_cls_accuracy": 0.7263513513513513, "iteration": 6159, "loss_box_reg": 0.016354908264474943, "loss_cls": 0.04531411765492521, "loss_rpn_cls": 0.0012600749426496805, "loss_rpn_loc": 0.0027412604613346048, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144123258069158, "total_loss": 0.06540776962992823}
{"data_time": 0.0030018966645002365, "eta_seconds": 17240.745373713784, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22159468438538205, "fast_rcnn/fg_cls_accuracy": 0.778405315614618, "iteration": 6179, "loss_box_reg": 0.01609924400690943, "loss_cls": 0.048665712180081755, "loss_rpn_cls": 0.0010983273740521327, "loss_rpn_loc": 0.0025185964095726376, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.508690339513123, "total_loss": 0.0682762962205743}
{"data_time": 0.0032492587342858315, "eta_seconds": 17233.33367025107, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27093397745571657, "fast_rcnn/fg_cls_accuracy": 0.7290660225442833, "iteration": 6199, "loss_box_reg": 0.016222995764110237, "loss_cls": 0.04433826153399423, "loss_rpn_cls": 0.001325088852809131, "loss_rpn_loc": 0.002933812400442548, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5128072779625654, "total_loss": 0.06504177879423878}
{"data_time": 0.0032355524599552155, "eta_seconds": 17231.07736562565, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20797598627787306, "fast_rcnn/fg_cls_accuracy": 0.7653958944281525, "iteration": 6219, "loss_box_reg": 0.016325537202646956, "loss_cls": 0.045000087935477495, "loss_rpn_cls": 0.0015418202915498114, "loss_rpn_loc": 0.0022717016654496547, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504226635210216, "total_loss": 0.06373483789207057}
{"data_time": 0.003150923177599907, "eta_seconds": 17238.643722635694, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4205685618729097, "fast_rcnn/fg_cls_accuracy": 0.5794314381270903, "iteration": 6239, "loss_box_reg": 0.01503599202260375, "loss_cls": 0.04302315617678687, "loss_rpn_cls": 0.0011756579318671356, "loss_rpn_loc": 0.0029847063742636237, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5194602170959115, "total_loss": 0.06252705886709009}
{"data_time": 0.003039466217160225, "eta_seconds": 17238.86965001095, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2845744680851064, "fast_rcnn/fg_cls_accuracy": 0.7154255319148937, "iteration": 6259, "loss_box_reg": 0.015368918771855533, "loss_cls": 0.0438664065732155, "loss_rpn_cls": 0.0011693105560652839, "loss_rpn_loc": 0.0023884057736722752, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5140484571456909, "total_loss": 0.06555753847896995}
{"data_time": 0.0034058215096592903, "eta_seconds": 17223.930511141196, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 6279, "loss_box_reg": 0.01643384457565844, "loss_cls": 0.04526559845544398, "loss_rpn_cls": 0.0013195426258789666, "loss_rpn_loc": 0.0026902096942649223, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5205158414319158, "total_loss": 0.06494105245738524}
{"data_time": 0.0033821752294898033, "eta_seconds": 17208.00723013375, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.35076530612244894, "fast_rcnn/fg_cls_accuracy": 0.6492346938775511, "iteration": 6299, "loss_box_reg": 0.01593213895102963, "loss_cls": 0.04564049874898046, "loss_rpn_cls": 0.0018689699735432441, "loss_rpn_loc": 0.0027759171643992886, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5054511800408363, "total_loss": 0.06657737456845325}
{"data_time": 0.003408007323741913, "eta_seconds": 17197.795065966435, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33906810035842294, "fast_rcnn/fg_cls_accuracy": 0.6594315245478036, "iteration": 6319, "loss_box_reg": 0.017181664472445846, "loss_cls": 0.045401366718579084, "loss_rpn_cls": 0.0015145298959566844, "loss_rpn_loc": 0.002911412168032257, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119200926274061, "total_loss": 0.06902873217427441}
{"data_time": 0.002954188734292984, "eta_seconds": 17206.887988891453, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2525740025740026, "fast_rcnn/fg_cls_accuracy": 0.7474259974259975, "iteration": 6339, "loss_box_reg": 0.016536163224373013, "loss_cls": 0.04641897193505429, "loss_rpn_cls": 0.0016777591923755608, "loss_rpn_loc": 0.002473785811162088, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125118056312203, "total_loss": 0.0677771403033205}
{"data_time": 0.0030534863471984863, "eta_seconds": 17200.037033300847, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28174603174603174, "fast_rcnn/fg_cls_accuracy": 0.7182539682539683, "iteration": 6359, "loss_box_reg": 0.01654929551295936, "loss_cls": 0.04567219366435893, "loss_rpn_cls": 0.0014492634358589385, "loss_rpn_loc": 0.0029260171941132285, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310303326696157, "total_loss": 0.06936780261798958}
{"data_time": 0.0031778737902641296, "eta_seconds": 17199.31674513314, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41807348560079444, "fast_rcnn/fg_cls_accuracy": 0.5819265143992056, "iteration": 6379, "loss_box_reg": 0.016190608381293714, "loss_cls": 0.050245305232238024, "loss_rpn_cls": 0.0011344670012931601, "loss_rpn_loc": 0.00203995531774126, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5112970639020205, "total_loss": 0.06945264077171487}
{"data_time": 0.00324102770537138, "eta_seconds": 17191.356723935343, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2867647058823529, "fast_rcnn/fg_cls_accuracy": 0.7132352941176471, "iteration": 6399, "loss_box_reg": 0.015821418375708163, "loss_cls": 0.04315281007438898, "loss_rpn_cls": 0.0008738506813301683, "loss_rpn_loc": 0.002532948383304756, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49940992798656225, "total_loss": 0.06372781138486516}
{"data_time": 0.003306484781205654, "eta_seconds": 17194.21280834917, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35248447204968947, "fast_rcnn/fg_cls_accuracy": 0.6475155279503106, "iteration": 6419, "loss_box_reg": 0.015837627230212092, "loss_cls": 0.048596324399113655, "loss_rpn_cls": 0.0013037937010977885, "loss_rpn_loc": 0.002238946563011268, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215769000351429, "total_loss": 0.06918235960353059}
{"data_time": 0.00311069842427969, "eta_seconds": 17195.96380765736, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3121621621621622, "fast_rcnn/fg_cls_accuracy": 0.6878378378378378, "iteration": 6439, "loss_box_reg": 0.01575330493506044, "loss_cls": 0.04263821092899889, "loss_rpn_cls": 0.0014103017601883039, "loss_rpn_loc": 0.002971671892737504, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.510244551114738, "total_loss": 0.06183406322634255}
{"data_time": 0.0033857598900794983, "eta_seconds": 17185.716220393777, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2790094339622642, "fast_rcnn/fg_cls_accuracy": 0.715633423180593, "iteration": 6459, "loss_box_reg": 0.01638814917532727, "loss_cls": 0.04492776916595176, "loss_rpn_cls": 0.0017264313435134682, "loss_rpn_loc": 0.0034794474522641394, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5196042899042368, "total_loss": 0.06624610002901221}
{"data_time": 0.0035348283126950264, "eta_seconds": 17167.901773649268, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23306233062330622, "fast_rcnn/fg_cls_accuracy": 0.7669376693766938, "iteration": 6479, "loss_box_reg": 0.01598623610334471, "loss_cls": 0.044305879331659526, "loss_rpn_cls": 0.0010588017963755192, "loss_rpn_loc": 0.0025478298266534694, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5091319987550378, "total_loss": 0.06661079679429349}
{"data_time": 0.003100915811955929, "eta_seconds": 17153.2510435218, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.27847222222222223, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 6499, "loss_box_reg": 0.015459462068974972, "loss_cls": 0.04703007312491536, "loss_rpn_cls": 0.0011800571693356687, "loss_rpn_loc": 0.0025658308186393697, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5160668473690748, "total_loss": 0.0664771495619334}
{"data_time": 0.0031952541321516037, "eta_seconds": 17142.304214096628, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22852396772662553, "fast_rcnn/fg_cls_accuracy": 0.75551580202743, "iteration": 6519, "loss_box_reg": 0.015983669203706086, "loss_cls": 0.04719128692522645, "loss_rpn_cls": 0.0018425585147383572, "loss_rpn_loc": 0.0026781139968079515, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5036553265526891, "total_loss": 0.06817632721839573}
{"data_time": 0.003226468339562416, "eta_seconds": 17132.770161108114, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22708333333333333, "fast_rcnn/fg_cls_accuracy": 0.7729166666666667, "iteration": 6539, "loss_box_reg": 0.015450993785634637, "loss_cls": 0.04464889317750931, "loss_rpn_cls": 0.0010594478973189325, "loss_rpn_loc": 0.002277223829878494, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.510173799470067, "total_loss": 0.06564698536527658}
{"data_time": 0.003383937291800976, "eta_seconds": 17121.824175610207, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4311111111111111, "fast_rcnn/fg_cls_accuracy": 0.5688888888888889, "iteration": 6559, "loss_box_reg": 0.015925019542919472, "loss_cls": 0.04642902294290252, "loss_rpn_cls": 0.0009709030758244808, "loss_rpn_loc": 0.0023267564210982528, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5042017130181193, "total_loss": 0.06555840054653572}
{"data_time": 0.003215058706700802, "eta_seconds": 17111.584156366996, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19596443228454172, "fast_rcnn/fg_cls_accuracy": 0.8040355677154583, "iteration": 6579, "loss_box_reg": 0.015379795513581485, "loss_cls": 0.043889485066756606, "loss_rpn_cls": 0.00111632956043195, "loss_rpn_loc": 0.0027472371511976235, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5107196858152747, "total_loss": 0.06366734988000644}
{"data_time": 0.0032439660280942917, "eta_seconds": 17089.030265056528, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30009896091044036, "fast_rcnn/fg_cls_accuracy": 0.6999010390895597, "iteration": 6599, "loss_box_reg": 0.017490421480033547, "loss_cls": 0.04935228481190279, "loss_rpn_cls": 0.0011575401425716336, "loss_rpn_loc": 0.0021938390455034096, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094634937122464, "total_loss": 0.07076155789383165}
{"data_time": 0.0032002227380871773, "eta_seconds": 17085.633913493715, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3907741251325557, "fast_rcnn/fg_cls_accuracy": 0.599802371541502, "iteration": 6619, "loss_box_reg": 0.01602262834785506, "loss_cls": 0.04583717993227765, "loss_rpn_cls": 0.0011068339759390255, "loss_rpn_loc": 0.00282129472179804, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5045877257362008, "total_loss": 0.06643381102259127}
{"data_time": 0.003242175094783306, "eta_seconds": 17084.104901732877, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3163265306122449, "fast_rcnn/fg_cls_accuracy": 0.6836734693877551, "iteration": 6639, "loss_box_reg": 0.015392163419164717, "loss_cls": 0.0450746679562144, "loss_rpn_cls": 0.0013046809443153506, "loss_rpn_loc": 0.0025124979329120833, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202604485675693, "total_loss": 0.06558565346205114}
{"data_time": 0.00305919349193573, "eta_seconds": 17073.86293962039, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3271908271908272, "fast_rcnn/fg_cls_accuracy": 0.6728091728091729, "iteration": 6659, "loss_box_reg": 0.014829914085566998, "loss_cls": 0.045151928439736366, "loss_rpn_cls": 0.0011558515798810731, "loss_rpn_loc": 0.002720334377954714, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5079545881599188, "total_loss": 0.06590598788534408}
{"data_time": 0.0032799867913126945, "eta_seconds": 17065.471047992818, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.290994623655914, "fast_rcnn/fg_cls_accuracy": 0.709005376344086, "iteration": 6679, "loss_box_reg": 0.01627238729270175, "loss_cls": 0.04466063401196152, "loss_rpn_cls": 0.0011039396168825988, "loss_rpn_loc": 0.0027307366362947505, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5047703189775348, "total_loss": 0.06345680842468937}
{"data_time": 0.0031718946993350983, "eta_seconds": 17059.993613541126, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1926450742240216, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 6699, "loss_box_reg": 0.015765916265081614, "loss_cls": 0.045940042415168136, "loss_rpn_cls": 0.0009927655352157672, "loss_rpn_loc": 0.0027610861689026933, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5066873077303171, "total_loss": 0.06527415447635576}
{"data_time": 0.003206934779882431, "eta_seconds": 17049.15408693347, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23462566844919786, "fast_rcnn/fg_cls_accuracy": 0.6808278867102397, "iteration": 6719, "loss_box_reg": 0.016190091555472463, "loss_cls": 0.04667315963888541, "loss_rpn_cls": 0.0016279912497338955, "loss_rpn_loc": 0.0024619056239316706, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5126735474914312, "total_loss": 0.06655209489287017}
{"data_time": 0.0030148616060614586, "eta_seconds": 17031.30387900956, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20227272727272727, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 6739, "loss_box_reg": 0.015031053771963343, "loss_cls": 0.04492409678641707, "loss_rpn_cls": 0.001601079905867664, "loss_rpn_loc": 0.0024676592656760477, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.512899536639452, "total_loss": 0.06503800246150604}
{"data_time": 0.003273461014032364, "eta_seconds": 17022.65312905796, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3191489361702128, "fast_rcnn/fg_cls_accuracy": 0.6808510638297872, "iteration": 6759, "loss_box_reg": 0.015676932292990386, "loss_cls": 0.0444472634117119, "loss_rpn_cls": 0.0013426716014919293, "loss_rpn_loc": 0.0028389383260218892, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522805149666965, "total_loss": 0.064562795435819}
{"data_time": 0.0032452205196022987, "eta_seconds": 17012.411166945472, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1787749287749288, "fast_rcnn/fg_cls_accuracy": 0.8212250712250713, "iteration": 6779, "loss_box_reg": 0.01520699670072645, "loss_cls": 0.04334489651955664, "loss_rpn_cls": 0.0011295018048258498, "loss_rpn_loc": 0.002666355576366186, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5169477267190814, "total_loss": 0.06554781298274293}
{"data_time": 0.0031782714650034904, "eta_seconds": 17000.58086308278, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19876126126126126, "fast_rcnn/fg_cls_accuracy": 0.8012387387387387, "iteration": 6799, "loss_box_reg": 0.01590433344244957, "loss_cls": 0.04443676641676575, "loss_rpn_cls": 0.0013273153264776738, "loss_rpn_loc": 0.0031630090161343105, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5107661243528128, "total_loss": 0.067902389105015}
{"data_time": 0.0034906724467873573, "eta_seconds": 16990.339857773855, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35978260869565215, "fast_rcnn/fg_cls_accuracy": 0.6402173913043478, "iteration": 6819, "loss_box_reg": 0.01583062909776345, "loss_cls": 0.04581499844789505, "loss_rpn_cls": 0.0016271425759271096, "loss_rpn_loc": 0.0023628044982615393, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5121872071176767, "total_loss": 0.06475540469665475}
{"data_time": 0.0033777710050344467, "eta_seconds": 16981.685280608013, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27783275606135577, "fast_rcnn/fg_cls_accuracy": 0.6974216380182001, "iteration": 6839, "loss_box_reg": 0.0157184618874453, "loss_cls": 0.046699017693754286, "loss_rpn_cls": 0.0013241474191545421, "loss_rpn_loc": 0.0024747922907408793, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4967768359929323, "total_loss": 0.06775127789114777}
{"data_time": 0.0031395917758345604, "eta_seconds": 16977.435040866025, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3426916221033868, "fast_rcnn/fg_cls_accuracy": 0.6573083778966132, "iteration": 6859, "loss_box_reg": 0.015460975235328078, "loss_cls": 0.04541945393430069, "loss_rpn_cls": 0.0013747232581806657, "loss_rpn_loc": 0.002631511499203043, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5077008157968521, "total_loss": 0.06495552338685684}
{"data_time": 0.0031366227194666862, "eta_seconds": 16972.080858735368, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25010855405992183, "fast_rcnn/fg_cls_accuracy": 0.7498914459400781, "iteration": 6879, "loss_box_reg": 0.015397193958051503, "loss_cls": 0.04719277087133378, "loss_rpn_cls": 0.0009123749506727563, "loss_rpn_loc": 0.0024740824810578488, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5064680287614465, "total_loss": 0.06498383334729851}
{"data_time": 0.00312774907797575, "eta_seconds": 16948.677465628833, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2288690476190476, "fast_rcnn/fg_cls_accuracy": 0.7326388888888888, "iteration": 6899, "loss_box_reg": 0.015448284451849759, "loss_cls": 0.044569810561370105, "loss_rpn_cls": 0.0017260239258405363, "loss_rpn_loc": 0.0020796921380679123, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.510229330509901, "total_loss": 0.06387778289646917}
{"data_time": 0.0030037034302949905, "eta_seconds": 16938.43688228354, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.21253071253071254, "fast_rcnn/fg_cls_accuracy": 0.7306511056511057, "iteration": 6919, "loss_box_reg": 0.01590207329718396, "loss_cls": 0.04662662307964638, "loss_rpn_cls": 0.0013944802410605917, "loss_rpn_loc": 0.003249981196859153, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5127403177320957, "total_loss": 0.06976252667777771}
{"data_time": 0.003347933292388916, "eta_seconds": 16920.0110873729, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21198668146503885, "fast_rcnn/fg_cls_accuracy": 0.7691453940066593, "iteration": 6939, "loss_box_reg": 0.015295571181923151, "loss_cls": 0.0475657248753123, "loss_rpn_cls": 0.001715519266440424, "loss_rpn_loc": 0.0025206667341990396, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48513360787183046, "total_loss": 0.06747420774840407}
{"data_time": 0.003149726428091526, "eta_seconds": 16906.746830636635, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34208776595744683, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 6959, "loss_box_reg": 0.015402764431200922, "loss_cls": 0.0432437043345999, "loss_rpn_cls": 0.001051130534833078, "loss_rpn_loc": 0.00279106533707818, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047556981444359, "total_loss": 0.06432448038464145}
{"data_time": 0.003185158595442772, "eta_seconds": 16895.11302332394, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 6979, "loss_box_reg": 0.014392058074008673, "loss_cls": 0.04192651662742719, "loss_rpn_cls": 0.0013227370137087746, "loss_rpn_loc": 0.0023886823910288513, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5108151799067855, "total_loss": 0.061041617046328156}
{"data_time": 0.0032835546880960464, "eta_seconds": 16894.160777621903, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 6999, "loss_box_reg": 0.015012286836281419, "loss_cls": 0.045615520095452666, "loss_rpn_cls": 0.0015312495644792534, "loss_rpn_loc": 0.0030489181517623365, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174963381141424, "total_loss": 0.06648024759891769}
{"data_time": 0.0032819360494613647, "eta_seconds": 16876.045435102656, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23268398268398266, "fast_rcnn/fg_cls_accuracy": 0.7593307593307593, "iteration": 7019, "loss_box_reg": 0.015979432384483516, "loss_cls": 0.044718166755046695, "loss_rpn_cls": 0.0017450981752631378, "loss_rpn_loc": 0.0023791204621375073, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.50856261420995, "total_loss": 0.0666163476444126}
{"data_time": 0.003094094805419445, "eta_seconds": 16843.997443255037, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22749326145552562, "fast_rcnn/fg_cls_accuracy": 0.7725067385444744, "iteration": 7039, "loss_box_reg": 0.0157396403956227, "loss_cls": 0.04748873246717267, "loss_rpn_cls": 0.0014506650335306404, "loss_rpn_loc": 0.0025645477981015574, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49883471243083477, "total_loss": 0.06730424723599526}
{"data_time": 0.0032523050904273987, "eta_seconds": 16829.948639913462, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22047423620611034, "fast_rcnn/fg_cls_accuracy": 0.7795257637938897, "iteration": 7059, "loss_box_reg": 0.01581425970653072, "loss_cls": 0.04312035150360316, "loss_rpn_cls": 0.0013998752361885636, "loss_rpn_loc": 0.0029562786112364847, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5040472010150552, "total_loss": 0.06442046594656858}
{"data_time": 0.0031827287748456, "eta_seconds": 16799.505241298117, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2262727844123193, "fast_rcnn/fg_cls_accuracy": 0.7737272155876807, "iteration": 7079, "loss_box_reg": 0.016177858226001263, "loss_cls": 0.04476095538120717, "loss_rpn_cls": 0.001198661499870468, "loss_rpn_loc": 0.003307419035991188, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5084080751985312, "total_loss": 0.0642362571850299}
{"data_time": 0.0033566104248166084, "eta_seconds": 16796.404704356566, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17394957983193277, "fast_rcnn/fg_cls_accuracy": 0.7751076040172167, "iteration": 7099, "loss_box_reg": 0.016431378026027232, "loss_cls": 0.04596855753334239, "loss_rpn_cls": 0.0017201533840136563, "loss_rpn_loc": 0.0028894301922264276, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5141397267580032, "total_loss": 0.07061750534649036}
{"data_time": 0.0031117601320147514, "eta_seconds": 16779.616714362055, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2150786308973173, "fast_rcnn/fg_cls_accuracy": 0.7525439407955596, "iteration": 7119, "loss_box_reg": 0.015649056498659775, "loss_cls": 0.045740471279714257, "loss_rpn_cls": 0.001076716664556443, "loss_rpn_loc": 0.00254651639261283, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5069993175566196, "total_loss": 0.06485729865354983}
{"data_time": 0.002860679291188717, "eta_seconds": 16768.092292145826, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29583333333333334, "fast_rcnn/fg_cls_accuracy": 0.7041666666666666, "iteration": 7139, "loss_box_reg": 0.0149130487407092, "loss_cls": 0.044334571924991906, "loss_rpn_cls": 0.001376405061762398, "loss_rpn_loc": 0.002943924646388041, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5023702392354608, "total_loss": 0.06406729827290292}
{"data_time": 0.003062889911234379, "eta_seconds": 16757.88682530541, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3039405684754522, "fast_rcnn/fg_cls_accuracy": 0.6960594315245479, "iteration": 7159, "loss_box_reg": 0.015336628479417413, "loss_cls": 0.04697779571870342, "loss_rpn_cls": 0.001277556810890701, "loss_rpn_loc": 0.0022444614514824934, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5234100399538875, "total_loss": 0.06769979112587521}
{"data_time": 0.00319016445428133, "eta_seconds": 16748.475487519987, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2824754901960784, "fast_rcnn/fg_cls_accuracy": 0.7175245098039216, "iteration": 7179, "loss_box_reg": 0.014987171743996441, "loss_cls": 0.047000979015138, "loss_rpn_cls": 0.0015345039310545872, "loss_rpn_loc": 0.0022599916846957058, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5279145715758204, "total_loss": 0.06556239413492904}
{"data_time": 0.0031076958402991295, "eta_seconds": 16738.26953676436, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3007518796992481, "fast_rcnn/fg_cls_accuracy": 0.6992481203007519, "iteration": 7199, "loss_box_reg": 0.015364101622253656, "loss_cls": 0.04619609913788736, "loss_rpn_cls": 0.0015859750252502636, "loss_rpn_loc": 0.0029834654051228426, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5221295179799199, "total_loss": 0.0637762260144541}
{"data_time": 0.0034788064658641815, "eta_seconds": 16735.14308420755, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20818965517241378, "fast_rcnn/fg_cls_accuracy": 0.7918103448275862, "iteration": 7219, "loss_box_reg": 0.015326091146562248, "loss_cls": 0.045713616942521185, "loss_rpn_cls": 0.0011358353674495447, "loss_rpn_loc": 0.0024818043239065446, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5182059612125158, "total_loss": 0.06348867958931237}
{"data_time": 0.0033364593982696533, "eta_seconds": 16717.85763525311, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22698412698412698, "fast_rcnn/fg_cls_accuracy": 0.773015873015873, "iteration": 7239, "loss_box_reg": 0.015200282272417098, "loss_cls": 0.042785574041772634, "loss_rpn_cls": 0.0011236913298944273, "loss_rpn_loc": 0.002342836840398377, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5006218142807484, "total_loss": 0.06349768535108069}
{"data_time": 0.0030685197561979294, "eta_seconds": 16705.22951812856, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20282413350449294, "fast_rcnn/fg_cls_accuracy": 0.7971758664955071, "iteration": 7259, "loss_box_reg": 0.015173616586253047, "loss_cls": 0.04092851816676557, "loss_rpn_cls": 0.0011674106459622635, "loss_rpn_loc": 0.002576421873527579, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4983134223148227, "total_loss": 0.06144185784910405}
{"data_time": 0.0031976914033293724, "eta_seconds": 16687.855870795436, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7410714285714286, "iteration": 7279, "loss_box_reg": 0.01478555565699935, "loss_cls": 0.04392801632639021, "loss_rpn_cls": 0.0011231083503844275, "loss_rpn_loc": 0.0019266088529548142, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5007582847028971, "total_loss": 0.06412587958880067}
{"data_time": 0.003170473501086235, "eta_seconds": 16677.784850685857, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6910714285714286, "iteration": 7299, "loss_box_reg": 0.015079686127137393, "loss_cls": 0.042838744062464684, "loss_rpn_cls": 0.0009061120250066779, "loss_rpn_loc": 0.002378783592575928, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144273061305285, "total_loss": 0.06272676251910525}
{"data_time": 0.0030494406819343567, "eta_seconds": 16670.9773234101, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.28194444444444444, "fast_rcnn/fg_cls_accuracy": 0.7180555555555556, "iteration": 7319, "loss_box_reg": 0.01519040489802137, "loss_cls": 0.04568516928702593, "loss_rpn_cls": 0.0012650451253080064, "loss_rpn_loc": 0.0027287011580483522, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215903110802174, "total_loss": 0.06383825147719335}
{"data_time": 0.0031613195315003395, "eta_seconds": 16657.255603314377, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.7307692307692307, "iteration": 7339, "loss_box_reg": 0.015273525437805802, "loss_cls": 0.04487039742525667, "loss_rpn_cls": 0.0007923712487070134, "loss_rpn_loc": 0.0027296707630739547, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5068868463858962, "total_loss": 0.06451592677399276}
{"data_time": 0.003265121951699257, "eta_seconds": 16641.919066003524, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29844720496894406, "fast_rcnn/fg_cls_accuracy": 0.6916943521594685, "iteration": 7359, "loss_box_reg": 0.015034048818051815, "loss_cls": 0.04272712138481438, "loss_rpn_cls": 0.0010628330113604534, "loss_rpn_loc": 0.0021936660414212383, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4865817567333579, "total_loss": 0.06168453873900148}
{"data_time": 0.0034060096368193626, "eta_seconds": 16635.89010946732, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34629360465116277, "fast_rcnn/fg_cls_accuracy": 0.6537063953488372, "iteration": 7379, "loss_box_reg": 0.015771194244734943, "loss_cls": 0.047072654648218304, "loss_rpn_cls": 0.0010914866494431408, "loss_rpn_loc": 0.0025038814201252535, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5241601085290313, "total_loss": 0.06617285849711152}
{"data_time": 0.0032667387276887894, "eta_seconds": 16625.690612143837, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 7399, "loss_box_reg": 0.015990621352102607, "loss_cls": 0.04372719815000892, "loss_rpn_cls": 0.001673266907459947, "loss_rpn_loc": 0.0023010411678114906, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5059121111407876, "total_loss": 0.06368615732756666}
{"data_time": 0.00288558192551136, "eta_seconds": 16611.328240233473, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3560606060606061, "fast_rcnn/fg_cls_accuracy": 0.6439393939393939, "iteration": 7419, "loss_box_reg": 0.014291801548097283, "loss_cls": 0.04583944578189403, "loss_rpn_cls": 0.0008500067343106821, "loss_rpn_loc": 0.0022027965878805844, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5192856341600418, "total_loss": 0.06402644205070374}
{"data_time": 0.0033118287101387978, "eta_seconds": 16603.23314013146, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20775058275058272, "fast_rcnn/fg_cls_accuracy": 0.7922494172494172, "iteration": 7439, "loss_box_reg": 0.015343052218668163, "loss_cls": 0.043982598290313035, "loss_rpn_cls": 0.0014972684462009056, "loss_rpn_loc": 0.002523086175642675, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141778839752078, "total_loss": 0.06350286765615465}
{"data_time": 0.003354148007929325, "eta_seconds": 16596.05506835226, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1648148148148148, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 7459, "loss_box_reg": 0.01489770575426519, "loss_cls": 0.04549690685234964, "loss_rpn_cls": 0.0010494202274458075, "loss_rpn_loc": 0.0024458294719806872, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5222517931833863, "total_loss": 0.0639807798355605}
{"data_time": 0.0033215731382369995, "eta_seconds": 16584.892622849904, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1962719298245614, "fast_rcnn/fg_cls_accuracy": 0.8037280701754386, "iteration": 7479, "loss_box_reg": 0.014622700138716027, "loss_cls": 0.041513871285133064, "loss_rpn_cls": 0.0011122667562517563, "loss_rpn_loc": 0.0027357859908079263, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.489310665987432, "total_loss": 0.058882367156968485}
{"data_time": 0.0030573438853025436, "eta_seconds": 16570.20799877774, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16399286987522282, "fast_rcnn/fg_cls_accuracy": 0.8149905123339658, "iteration": 7499, "loss_box_reg": 0.015131446794839576, "loss_cls": 0.04423892579507083, "loss_rpn_cls": 0.0016012418598165823, "loss_rpn_loc": 0.0023916053760331124, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49751624651253223, "total_loss": 0.06412807901386941}
{"data_time": 0.003200656734406948, "eta_seconds": 16560.011261447333, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.7105263157894737, "iteration": 7519, "loss_box_reg": 0.0146897972736042, "loss_cls": 0.04371071918285452, "loss_rpn_cls": 0.0013567250956612043, "loss_rpn_loc": 0.002427564100798918, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4974409397691488, "total_loss": 0.06362891806099924}
{"data_time": 0.003341388888657093, "eta_seconds": 16545.457174195908, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16823529411764707, "fast_rcnn/fg_cls_accuracy": 0.831764705882353, "iteration": 7539, "loss_box_reg": 0.014308932120911777, "loss_cls": 0.04236380464863032, "loss_rpn_cls": 0.0013076435138117404, "loss_rpn_loc": 0.0037020914496679325, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5052638668566942, "total_loss": 0.06419874441121465}
{"data_time": 0.0033557042479515076, "eta_seconds": 16539.61778678652, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27102564102564103, "fast_rcnn/fg_cls_accuracy": 0.7289743589743589, "iteration": 7559, "loss_box_reg": 0.014459595666266978, "loss_cls": 0.044914397585671395, "loss_rpn_cls": 0.001535004407003271, "loss_rpn_loc": 0.0023710970490355976, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.512341539375484, "total_loss": 0.0651018227982263}
{"data_time": 0.003051924519240856, "eta_seconds": 16534.854533390142, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2078853046594982, "fast_rcnn/fg_cls_accuracy": 0.7609819121447028, "iteration": 7579, "loss_box_reg": 0.015439937094924971, "loss_cls": 0.04385339480359107, "loss_rpn_cls": 0.0009392847271101346, "loss_rpn_loc": 0.002914758661063388, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518559499643743, "total_loss": 0.062471184571734284}
{"data_time": 0.003418424166738987, "eta_seconds": 16526.082211390138, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 7599, "loss_box_reg": 0.013999554619658738, "loss_cls": 0.043484940339112654, "loss_rpn_cls": 0.0012476114699211394, "loss_rpn_loc": 0.002425055339699611, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5123103791847825, "total_loss": 0.06276652981802044}
{"data_time": 0.003524264320731163, "eta_seconds": 16517.943658680655, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3721160184574819, "fast_rcnn/fg_cls_accuracy": 0.6278839815425181, "iteration": 7619, "loss_box_reg": 0.01423068152507767, "loss_cls": 0.04514092416502535, "loss_rpn_cls": 0.0013420277638260814, "loss_rpn_loc": 0.0022865411556267645, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5088665410876274, "total_loss": 0.06283067921316388}
{"data_time": 0.0036484310403466225, "eta_seconds": 16502.858369761147, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2770975056689342, "fast_rcnn/fg_cls_accuracy": 0.7229024943310658, "iteration": 7639, "loss_box_reg": 0.015366878942586482, "loss_cls": 0.044864522584248334, "loss_rpn_cls": 0.001655574863093534, "loss_rpn_loc": 0.002605332832899876, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021622683852911, "total_loss": 0.0642660477260506}
{"data_time": 0.003449651412665844, "eta_seconds": 16484.292858219706, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21620046620046618, "fast_rcnn/fg_cls_accuracy": 0.7817124735729386, "iteration": 7659, "loss_box_reg": 0.014754422183614224, "loss_cls": 0.04524647886864841, "loss_rpn_cls": 0.0012726784028700422, "loss_rpn_loc": 0.002397915319306776, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49621756933629513, "total_loss": 0.06289294384043842}
{"data_time": 0.0032713646069169044, "eta_seconds": 16487.336925734766, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.25226860254083483, "fast_rcnn/fg_cls_accuracy": 0.7472348731294729, "iteration": 7679, "loss_box_reg": 0.0145841168705374, "loss_cls": 0.04433481756132096, "loss_rpn_cls": 0.0011578560654470493, "loss_rpn_loc": 0.0026294488561688922, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5212274389341474, "total_loss": 0.06220402191473795}
{"data_time": 0.003187688998878002, "eta_seconds": 16477.13468141947, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31853658536585366, "fast_rcnn/fg_cls_accuracy": 0.6775, "iteration": 7699, "loss_box_reg": 0.015247830975567922, "loss_cls": 0.04372693091863766, "loss_rpn_cls": 0.0016787573243846055, "loss_rpn_loc": 0.002525833584513748, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5105476323515177, "total_loss": 0.06245181727541649}
{"data_time": 0.0033472133800387383, "eta_seconds": 16460.457878952846, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29923273657289007, "fast_rcnn/fg_cls_accuracy": 0.6909633418584825, "iteration": 7719, "loss_box_reg": 0.014044536044821143, "loss_cls": 0.04460621194448322, "loss_rpn_cls": 0.0014893173839709561, "loss_rpn_loc": 0.0021728917035943596, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49773205164819956, "total_loss": 0.06316198704030285}
{"data_time": 0.003108956851065159, "eta_seconds": 16443.516647568904, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29107830551989733, "fast_rcnn/fg_cls_accuracy": 0.7089216944801027, "iteration": 7739, "loss_box_reg": 0.014672302029794082, "loss_cls": 0.04249467473709956, "loss_rpn_cls": 0.0013222072492453663, "loss_rpn_loc": 0.0025799287686822936, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4920789301395416, "total_loss": 0.061455156709854464}
{"data_time": 0.003227662295103073, "eta_seconds": 16422.007486634888, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2516216216216216, "fast_rcnn/fg_cls_accuracy": 0.7301587301587302, "iteration": 7759, "loss_box_reg": 0.014925320283509791, "loss_cls": 0.04754135385155678, "loss_rpn_cls": 0.0014511312600689052, "loss_rpn_loc": 0.0028035927753080614, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.509786007925868, "total_loss": 0.0667686233355198}
{"data_time": 0.0032469723373651505, "eta_seconds": 16416.157290137373, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2460535346602608, "fast_rcnn/fg_cls_accuracy": 0.7115501519756839, "iteration": 7779, "loss_box_reg": 0.0156125997309573, "loss_cls": 0.04717309871921316, "loss_rpn_cls": 0.0008003543014183379, "loss_rpn_loc": 0.002306477945239749, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5197188714519143, "total_loss": 0.06774907124739116}
{"data_time": 0.0034828893840312958, "eta_seconds": 16410.41869888641, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24583333333333335, "fast_rcnn/fg_cls_accuracy": 0.7541666666666667, "iteration": 7799, "loss_box_reg": 0.014362901274580508, "loss_cls": 0.04241877974709496, "loss_rpn_cls": 0.0013787171676824528, "loss_rpn_loc": 0.0025617301871534437, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5239082612097263, "total_loss": 0.06101195796986758}
{"data_time": 0.0031651416793465614, "eta_seconds": 16395.77783910837, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20192307692307693, "fast_rcnn/fg_cls_accuracy": 0.7980769230769231, "iteration": 7819, "loss_box_reg": 0.014374298218172044, "loss_cls": 0.0435376315144822, "loss_rpn_cls": 0.0016707499967196782, "loss_rpn_loc": 0.0021995101451466326, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5051772128790617, "total_loss": 0.06186742421004965}
{"data_time": 0.0032820608466863632, "eta_seconds": 16396.48396895919, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.30494505494505497, "fast_rcnn/fg_cls_accuracy": 0.6891025641025641, "iteration": 7839, "loss_box_reg": 0.015626893611624837, "loss_cls": 0.05063746101222932, "loss_rpn_cls": 0.0015670863362515774, "loss_rpn_loc": 0.0025378816808370175, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505083717405796, "total_loss": 0.06986033135200387}
{"data_time": 0.003306027501821518, "eta_seconds": 16382.352331592701, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20460491889063318, "fast_rcnn/fg_cls_accuracy": 0.7729166666666667, "iteration": 7859, "loss_box_reg": 0.015087887091794983, "loss_cls": 0.04691180225927383, "loss_rpn_cls": 0.0017999115168656488, "loss_rpn_loc": 0.0024072940977930557, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.499717247672379, "total_loss": 0.06646641975368084}
{"data_time": 0.0033298833295702934, "eta_seconds": 16378.164405718446, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.285377358490566, "fast_rcnn/fg_cls_accuracy": 0.7146226415094339, "iteration": 7879, "loss_box_reg": 0.014634635241236538, "loss_cls": 0.042739584343507886, "loss_rpn_cls": 0.0011101872297558657, "loss_rpn_loc": 0.00264499520562822, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250563723966479, "total_loss": 0.06206256817591793}
{"data_time": 0.0031168414279818535, "eta_seconds": 16365.89446495939, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.27350427350427353, "fast_rcnn/fg_cls_accuracy": 0.6951718494271686, "iteration": 7899, "loss_box_reg": 0.014490522153209895, "loss_cls": 0.04129503952572122, "loss_rpn_cls": 0.001035065299163307, "loss_rpn_loc": 0.002269636999699287, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5082554155960679, "total_loss": 0.0597734493796338}
{"data_time": 0.0033006099984049797, "eta_seconds": 16340.30730226636, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35049627791563276, "fast_rcnn/fg_cls_accuracy": 0.6495037220843672, "iteration": 7919, "loss_box_reg": 0.014269359817262739, "loss_cls": 0.04344372340710834, "loss_rpn_cls": 0.0013004549376915975, "loss_rpn_loc": 0.0025126805339823477, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4969899710267782, "total_loss": 0.06171384515400291}
{"data_time": 0.0030564460903406143, "eta_seconds": 16334.639486021362, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7148648648648648, "iteration": 7939, "loss_box_reg": 0.014302650233730674, "loss_cls": 0.040714568574912846, "loss_rpn_cls": 0.0010906489020783283, "loss_rpn_loc": 0.002280416891153436, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5192008819431067, "total_loss": 0.05891478832467101}
{"data_time": 0.0033285273239016533, "eta_seconds": 16331.3820682792, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.7052631578947368, "iteration": 7959, "loss_box_reg": 0.014158607111312449, "loss_cls": 0.042046941292937845, "loss_rpn_cls": 0.001315447420779492, "loss_rpn_loc": 0.0024095768203551415, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5175241529941559, "total_loss": 0.06139981838140329}
{"data_time": 0.003230948932468891, "eta_seconds": 16320.175801360048, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3868636077938403, "fast_rcnn/fg_cls_accuracy": 0.6131363922061597, "iteration": 7979, "loss_box_reg": 0.014714836492203176, "loss_cls": 0.04192422065534629, "loss_rpn_cls": 0.001363566061399979, "loss_rpn_loc": 0.0023706309220870025, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5104956962168217, "total_loss": 0.061895535905080123}
{"data_time": 0.0031109005212783813, "eta_seconds": 16298.204522492364, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.30518617021276595, "fast_rcnn/fg_cls_accuracy": 0.6815878378378378, "iteration": 7999, "loss_box_reg": 0.015343543083872646, "loss_cls": 0.04738227836787701, "loss_rpn_cls": 0.001167508352295954, "loss_rpn_loc": 0.002424092534056399, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5023579010739923, "total_loss": 0.06738828285858744}
{"data_time": 0.0034055234864354134, "eta_seconds": 16288.018462980166, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2441860465116279, "fast_rcnn/fg_cls_accuracy": 0.7558139534883721, "iteration": 8019, "loss_box_reg": 0.015324501902796328, "loss_cls": 0.04479547997470945, "loss_rpn_cls": 0.0009195382251618867, "loss_rpn_loc": 0.002109773897245759, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5092118550091982, "total_loss": 0.06296584185032827}
{"data_time": 0.003149256110191345, "eta_seconds": 16289.595540028997, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.30046003450258774, "fast_rcnn/fg_cls_accuracy": 0.6995399654974124, "iteration": 8039, "loss_box_reg": 0.014801316428929567, "loss_cls": 0.047283963940571994, "loss_rpn_cls": 0.0007890282394100723, "loss_rpn_loc": 0.0027171119836566504, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5130655467510223, "total_loss": 0.06593151732806746}
{"data_time": 0.003218039870262146, "eta_seconds": 16275.078398217447, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38509316770186336, "fast_rcnn/fg_cls_accuracy": 0.6149068322981367, "iteration": 8059, "loss_box_reg": 0.014065589581150562, "loss_cls": 0.04160698602208868, "loss_rpn_cls": 0.0011658190513799127, "loss_rpn_loc": 0.002181921310693724, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.499855762347579, "total_loss": 0.05955278475477144}
{"data_time": 0.003037039190530777, "eta_seconds": 16260.744835427031, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6524822695035462, "iteration": 8079, "loss_box_reg": 0.01495149260153994, "loss_cls": 0.04700190975563601, "loss_rpn_cls": 0.001116967402992941, "loss_rpn_loc": 0.0023130515837692656, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4987029982730746, "total_loss": 0.06711976357689764}
{"data_time": 0.0031744111329317093, "eta_seconds": 16248.625144153833, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 8099, "loss_box_reg": 0.01453945372486487, "loss_cls": 0.044666778441751376, "loss_rpn_cls": 0.001238088062677889, "loss_rpn_loc": 0.0027748052998504136, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5024299593642354, "total_loss": 0.06584360835552161}
{"data_time": 0.003216818906366825, "eta_seconds": 16237.088165419176, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2505197505197505, "fast_rcnn/fg_cls_accuracy": 0.7494802494802495, "iteration": 8119, "loss_box_reg": 0.013337971118744463, "loss_cls": 0.04234342635027133, "loss_rpn_cls": 0.001044917741523932, "loss_rpn_loc": 0.0028405762714101, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5046986388042569, "total_loss": 0.058727040705434774}
{"data_time": 0.0032034143805503845, "eta_seconds": 16234.315545712598, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24842105263157893, "fast_rcnn/fg_cls_accuracy": 0.7515789473684211, "iteration": 8139, "loss_box_reg": 0.013475254643708467, "loss_cls": 0.042983321647625417, "loss_rpn_cls": 0.0015281837160046052, "loss_rpn_loc": 0.0025708165485411882, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5162037964910269, "total_loss": 0.06000368545946344}
{"data_time": 0.0030207447707653046, "eta_seconds": 16228.435017366894, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22176759410801966, "fast_rcnn/fg_cls_accuracy": 0.7782324058919804, "iteration": 8159, "loss_box_reg": 0.014538073621224612, "loss_cls": 0.04409380117431283, "loss_rpn_cls": 0.0013480320220651265, "loss_rpn_loc": 0.002467326346959453, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.51730867754668, "total_loss": 0.06398683536690442}
{"data_time": 0.0033412715420126915, "eta_seconds": 16222.40628999006, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28342245989304815, "fast_rcnn/fg_cls_accuracy": 0.7017783857729138, "iteration": 8179, "loss_box_reg": 0.014700689003802836, "loss_cls": 0.04419481829972938, "loss_rpn_cls": 0.0009956775505237658, "loss_rpn_loc": 0.002400769153609872, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5181422410532832, "total_loss": 0.061357714839175514}
{"data_time": 0.003071988932788372, "eta_seconds": 16212.210251971148, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25077399380804954, "fast_rcnn/fg_cls_accuracy": 0.7492260061919505, "iteration": 8199, "loss_box_reg": 0.014291340194176883, "loss_cls": 0.045153903774917126, "loss_rpn_cls": 0.001141602827516408, "loss_rpn_loc": 0.002085023690597154, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5111760068684816, "total_loss": 0.061700432560442664}
{"data_time": 0.0033966796472668648, "eta_seconds": 16193.552693207748, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3112384069830878, "fast_rcnn/fg_cls_accuracy": 0.6797872340425531, "iteration": 8219, "loss_box_reg": 0.013808143703499809, "loss_cls": 0.044425462547224015, "loss_rpn_cls": 0.0013023787649331098, "loss_rpn_loc": 0.0021769800732727163, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094057964161038, "total_loss": 0.06272852875642343}
{"data_time": 0.0034481557086110115, "eta_seconds": 16179.087057433091, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24178743961352656, "fast_rcnn/fg_cls_accuracy": 0.7582125603864734, "iteration": 8239, "loss_box_reg": 0.014200485311448574, "loss_cls": 0.04147619131254032, "loss_rpn_cls": 0.0010382712951582107, "loss_rpn_loc": 0.0026015092262241524, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4974166676402092, "total_loss": 0.06050175515547096}
{"data_time": 0.003010287880897522, "eta_seconds": 16167.129892498255, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22174447174447176, "fast_rcnn/fg_cls_accuracy": 0.7567567567567568, "iteration": 8259, "loss_box_reg": 0.014458312070928514, "loss_cls": 0.046543675067368895, "loss_rpn_cls": 0.0007740542588408061, "loss_rpn_loc": 0.0022929277838557027, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4981013284996152, "total_loss": 0.0632042269247961}
{"data_time": 0.003326217643916607, "eta_seconds": 16174.510187448934, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20638297872340428, "fast_rcnn/fg_cls_accuracy": 0.7936170212765958, "iteration": 8279, "loss_box_reg": 0.014078209904255345, "loss_cls": 0.04321430760319345, "loss_rpn_cls": 0.0010755191721045776, "loss_rpn_loc": 0.0027918788946408313, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5335001330822706, "total_loss": 0.06146062703624011}
{"data_time": 0.0031708218157291412, "eta_seconds": 16164.312204921618, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30026455026455023, "fast_rcnn/fg_cls_accuracy": 0.6925925925925926, "iteration": 8299, "loss_box_reg": 0.01344559871358797, "loss_cls": 0.04748067713808268, "loss_rpn_cls": 0.0011935214384948267, "loss_rpn_loc": 0.0021106222357047955, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5067763011902571, "total_loss": 0.06623189335576285}
{"data_time": 0.0031748684123158455, "eta_seconds": 16153.74039112404, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27956521739130435, "fast_rcnn/fg_cls_accuracy": 0.7204347826086956, "iteration": 8319, "loss_box_reg": 0.0134292796428781, "loss_cls": 0.04328825994161889, "loss_rpn_cls": 0.0014643762531818538, "loss_rpn_loc": 0.0026234860124532133, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138433873653412, "total_loss": 0.06188770553143286}
{"data_time": 0.003424743190407753, "eta_seconds": 16155.947983263992, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3009745127436282, "fast_rcnn/fg_cls_accuracy": 0.6664167916041979, "iteration": 8339, "loss_box_reg": 0.014454772172030061, "loss_cls": 0.043139148969203234, "loss_rpn_cls": 0.0015156755805207922, "loss_rpn_loc": 0.001977563530090265, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5270801661536098, "total_loss": 0.060425524907898875}
{"data_time": 0.0032090814784169197, "eta_seconds": 16143.814369543456, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22539682539682537, "fast_rcnn/fg_cls_accuracy": 0.7746031746031746, "iteration": 8359, "loss_box_reg": 0.014145743974950165, "loss_cls": 0.04532023589126766, "loss_rpn_cls": 0.0013453065232624795, "loss_rpn_loc": 0.00248662919329945, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.490382825024426, "total_loss": 0.06282344726014344}
{"data_time": 0.0033185863867402077, "eta_seconds": 16123.520274812356, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33491379310344827, "fast_rcnn/fg_cls_accuracy": 0.6650862068965517, "iteration": 8379, "loss_box_reg": 0.014066567120607942, "loss_cls": 0.04274845164036378, "loss_rpn_cls": 0.0010076369812850317, "loss_rpn_loc": 0.0021030085736128967, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4893804667517543, "total_loss": 0.06140112420114008}
{"data_time": 0.003054310567677021, "eta_seconds": 16121.948378827423, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39970355731225293, "fast_rcnn/fg_cls_accuracy": 0.6002964426877471, "iteration": 8399, "loss_box_reg": 0.014163574727717787, "loss_cls": 0.04532605258282274, "loss_rpn_cls": 0.0013875784660228874, "loss_rpn_loc": 0.0029163261060602963, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5116170095279813, "total_loss": 0.06296180764545056}
{"data_time": 0.003464093431830406, "eta_seconds": 16111.744936924428, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18349358974358976, "fast_rcnn/fg_cls_accuracy": 0.8165064102564102, "iteration": 8419, "loss_box_reg": 0.01367055019363761, "loss_cls": 0.04621940647484735, "loss_rpn_cls": 0.001439688140379758, "loss_rpn_loc": 0.0024769988704065327, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5184870287775993, "total_loss": 0.06585739050706252}
{"data_time": 0.003322271630167961, "eta_seconds": 16104.671017961577, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2881835323695789, "fast_rcnn/fg_cls_accuracy": 0.7118164676304211, "iteration": 8439, "loss_box_reg": 0.014020925562363118, "loss_cls": 0.04347839637193829, "loss_rpn_cls": 0.0010138542940865136, "loss_rpn_loc": 0.0020282936675357632, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215406864881516, "total_loss": 0.060708072770410126}
{"data_time": 0.0033808713778853416, "eta_seconds": 16091.338053118438, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 8459, "loss_box_reg": 0.014338032255182043, "loss_cls": 0.04362402408150956, "loss_rpn_cls": 0.0010591132186164032, "loss_rpn_loc": 0.0025090037015615962, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185052398592234, "total_loss": 0.06183446556644867}
{"data_time": 0.003166705369949341, "eta_seconds": 16084.260167839006, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.778888888888889, "iteration": 8479, "loss_box_reg": 0.013332314643776044, "loss_cls": 0.04206539166625589, "loss_rpn_cls": 0.0010307509365361511, "loss_rpn_loc": 0.001992586945561925, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49812787119299173, "total_loss": 0.05878173214763649}
{"data_time": 0.0032598646357655525, "eta_seconds": 16074.05474277772, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2859538784067086, "fast_rcnn/fg_cls_accuracy": 0.7140461215932914, "iteration": 8499, "loss_box_reg": 0.013992366613820195, "loss_cls": 0.046629183168988675, "loss_rpn_cls": 0.0009110989506098122, "loss_rpn_loc": 0.0025265204822062515, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5046516209840775, "total_loss": 0.06529534327802367}
{"data_time": 0.003012782894074917, "eta_seconds": 16055.793345436454, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3061155913978495, "fast_rcnn/fg_cls_accuracy": 0.6332614942528736, "iteration": 8519, "loss_box_reg": 0.014010203041834757, "loss_cls": 0.040715012553846464, "loss_rpn_cls": 0.0015008263001732303, "loss_rpn_loc": 0.0025046026530617382, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49054113402962685, "total_loss": 0.05831205436538767}
{"data_time": 0.0032657403498888016, "eta_seconds": 16038.877605649643, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3583872573419612, "fast_rcnn/fg_cls_accuracy": 0.6324642556770395, "iteration": 8539, "loss_box_reg": 0.01468140515498817, "loss_cls": 0.04818972374778241, "loss_rpn_cls": 0.0015944743155387187, "loss_rpn_loc": 0.002077915454719914, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.490364458411932, "total_loss": 0.06631543978710397}
{"data_time": 0.003371957689523697, "eta_seconds": 16028.68156763073, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20467032967032966, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 8559, "loss_box_reg": 0.014737775549292564, "loss_cls": 0.04296925227390602, "loss_rpn_cls": 0.001085984831092901, "loss_rpn_loc": 0.0022840624442324042, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5147533994168043, "total_loss": 0.06166551829882394}
{"data_time": 0.0031666839495301247, "eta_seconds": 16002.652736597694, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 8579, "loss_box_reg": 0.013671666907612234, "loss_cls": 0.04250477580353618, "loss_rpn_cls": 0.0010206099457263917, "loss_rpn_loc": 0.0023482484102714807, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4997041206806898, "total_loss": 0.059916069433171515}
{"data_time": 0.0030571799725294113, "eta_seconds": 16008.289491592906, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.21428571428571427, "fast_rcnn/fg_cls_accuracy": 0.7799539170506913, "iteration": 8599, "loss_box_reg": 0.014219364296877757, "loss_cls": 0.04228979133768007, "loss_rpn_cls": 0.0013422680432313427, "loss_rpn_loc": 0.0023024100373731926, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392780089750886, "total_loss": 0.06090035576224295}
{"data_time": 0.003192468546330929, "eta_seconds": 16000.774193171412, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.30772946859903383, "fast_rcnn/fg_cls_accuracy": 0.6664663461538461, "iteration": 8619, "loss_box_reg": 0.014206500491127372, "loss_cls": 0.04672572633717209, "loss_rpn_cls": 0.0012345073254778072, "loss_rpn_loc": 0.0026058500152430497, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513059169985354, "total_loss": 0.0655579454621602}
{"data_time": 0.003309597261250019, "eta_seconds": 16009.155443252996, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20638297872340428, "fast_rcnn/fg_cls_accuracy": 0.7936170212765958, "iteration": 8639, "loss_box_reg": 0.013369769148994237, "loss_cls": 0.04465874016750604, "loss_rpn_cls": 0.0014819926019526974, "loss_rpn_loc": 0.0023239125730469823, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5196151956915855, "total_loss": 0.06126161626332305}
{"data_time": 0.0032808901742100716, "eta_seconds": 16005.306915666908, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24662162162162163, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 8659, "loss_box_reg": 0.01388370178756304, "loss_cls": 0.04339171445462853, "loss_rpn_cls": 0.0012257191126536782, "loss_rpn_loc": 0.0025712331334943883, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5110507728531957, "total_loss": 0.062095408856009726}
{"data_time": 0.003246219828724861, "eta_seconds": 15982.521623642184, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2767857142857143, "fast_rcnn/fg_cls_accuracy": 0.7232142857142858, "iteration": 8679, "loss_box_reg": 0.013769052718998864, "loss_cls": 0.043636254500597715, "loss_rpn_cls": 0.0013129566696079564, "loss_rpn_loc": 0.0025194996378559154, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5088481400161982, "total_loss": 0.061996161475349254}
{"data_time": 0.003116583451628685, "eta_seconds": 15983.163206101395, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3426157697121402, "fast_rcnn/fg_cls_accuracy": 0.6382978723404256, "iteration": 8699, "loss_box_reg": 0.013736545341089368, "loss_cls": 0.045713241735938936, "loss_rpn_cls": 0.0010657628072294756, "loss_rpn_loc": 0.0020820482859562617, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5295140026137233, "total_loss": 0.06282429848050697}
{"data_time": 0.003282560035586357, "eta_seconds": 15973.742504501715, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2233560090702948, "fast_rcnn/fg_cls_accuracy": 0.7752551020408163, "iteration": 8719, "loss_box_reg": 0.014148996968287975, "loss_cls": 0.041348769853357226, "loss_rpn_cls": 0.0008722405008825262, "loss_rpn_loc": 0.002388071003224468, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49676465056836605, "total_loss": 0.05942228789092496}
{"data_time": 0.00321074016392231, "eta_seconds": 15963.529440658167, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.31727574750830567, "fast_rcnn/fg_cls_accuracy": 0.6827242524916943, "iteration": 8739, "loss_box_reg": 0.014006984478328377, "loss_cls": 0.04213475529104471, "loss_rpn_cls": 0.0015375514703634963, "loss_rpn_loc": 0.0026868563545576762, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4999113930389285, "total_loss": 0.06311705515190624}
{"data_time": 0.0033134110271930695, "eta_seconds": 15952.525533427484, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39461436170212766, "fast_rcnn/fg_cls_accuracy": 0.6053856382978724, "iteration": 8759, "loss_box_reg": 0.013537088816519827, "loss_cls": 0.0461708257207647, "loss_rpn_cls": 0.0012693435866850677, "loss_rpn_loc": 0.00222791702253744, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5053443536162376, "total_loss": 0.0642460399982383}
{"data_time": 0.0030875280499458313, "eta_seconds": 15942.312975869514, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2840653153153153, "fast_rcnn/fg_cls_accuracy": 0.7159346846846847, "iteration": 8779, "loss_box_reg": 0.014292188687250018, "loss_cls": 0.043686982011422515, "loss_rpn_cls": 0.001547357796582105, "loss_rpn_loc": 0.0020386213873280212, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5138077773153782, "total_loss": 0.06285015225046209}
{"data_time": 0.0032147131860256195, "eta_seconds": 15932.890249127522, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24283374283374284, "fast_rcnn/fg_cls_accuracy": 0.7388434946574481, "iteration": 8799, "loss_box_reg": 0.014077889936743304, "loss_cls": 0.042522124014794827, "loss_rpn_cls": 0.0012267123384788192, "loss_rpn_loc": 0.0025235950852220412, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5294968755915761, "total_loss": 0.061078342812947994}
{"data_time": 0.003239608369767666, "eta_seconds": 15941.35383901652, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 8819, "loss_box_reg": 0.01410073321312666, "loss_cls": 0.046372448647161946, "loss_rpn_cls": 0.0012474519320448962, "loss_rpn_loc": 0.002412381498288596, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5172384232282639, "total_loss": 0.06522886362324698}
{"data_time": 0.0032453155145049095, "eta_seconds": 15932.121515052393, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26513513513513515, "fast_rcnn/fg_cls_accuracy": 0.7348648648648648, "iteration": 8839, "loss_box_reg": 0.01413333709933795, "loss_cls": 0.04413760581519455, "loss_rpn_cls": 0.0009755725497484491, "loss_rpn_loc": 0.002638651869347086, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5072618508711457, "total_loss": 0.06239819976315175}
{"data_time": 0.0035327812656760216, "eta_seconds": 15922.993224188685, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2555665512122711, "fast_rcnn/fg_cls_accuracy": 0.7444334487877289, "iteration": 8859, "loss_box_reg": 0.01314326049759984, "loss_cls": 0.042030610027723014, "loss_rpn_cls": 0.0015090945626354824, "loss_rpn_loc": 0.002334993303520605, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5080196540802717, "total_loss": 0.058973961518574924}
{"data_time": 0.003067281097173691, "eta_seconds": 15911.670154036954, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21689895470383275, "fast_rcnn/fg_cls_accuracy": 0.7718228498074455, "iteration": 8879, "loss_box_reg": 0.013700774288736284, "loss_cls": 0.04539464140543714, "loss_rpn_cls": 0.001010220526154626, "loss_rpn_loc": 0.0023239545116666704, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5080549400299788, "total_loss": 0.063913043600337}
{"data_time": 0.0034609371796250343, "eta_seconds": 15901.444473529235, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29464285714285715, "fast_rcnn/fg_cls_accuracy": 0.6815668202764977, "iteration": 8899, "loss_box_reg": 0.013376535614952445, "loss_cls": 0.04371475052903406, "loss_rpn_cls": 0.001108421985975383, "loss_rpn_loc": 0.002300256601301953, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196164520457387, "total_loss": 0.06244040148158092}
{"data_time": 0.0032156845554709435, "eta_seconds": 15908.038438617252, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25902777777777775, "fast_rcnn/fg_cls_accuracy": 0.7409722222222223, "iteration": 8919, "loss_box_reg": 0.013586354092694819, "loss_cls": 0.042858578817686066, "loss_rpn_cls": 0.0011904836361509297, "loss_rpn_loc": 0.002309516048626392, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5112090036273003, "total_loss": 0.061858336592706564}
{"data_time": 0.003322540782392025, "eta_seconds": 15893.654757309705, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.189167208848406, "fast_rcnn/fg_cls_accuracy": 0.810832791151594, "iteration": 8939, "loss_box_reg": 0.013785924791591242, "loss_cls": 0.04142594360746443, "loss_rpn_cls": 0.0008557864181284458, "loss_rpn_loc": 0.0022059585062379483, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5181157300248742, "total_loss": 0.05896948208953745}
{"data_time": 0.003207990899682045, "eta_seconds": 15874.776413102634, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29634146341463413, "fast_rcnn/fg_cls_accuracy": 0.7036585365853658, "iteration": 8959, "loss_box_reg": 0.013663382298545912, "loss_cls": 0.042198278300929815, "loss_rpn_cls": 0.0008258585171176946, "loss_rpn_loc": 0.0022009119784343056, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49773970898240805, "total_loss": 0.05892830604429378}
{"data_time": 0.0033827899023890495, "eta_seconds": 15873.187090773135, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7432234432234432, "iteration": 8979, "loss_box_reg": 0.014484808489214629, "loss_cls": 0.04490280686877668, "loss_rpn_cls": 0.001530714514842657, "loss_rpn_loc": 0.0026939329491142416, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5161452554166317, "total_loss": 0.06520264305197543}
{"data_time": 0.0031298333778977394, "eta_seconds": 15866.99882136751, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20552325581395348, "fast_rcnn/fg_cls_accuracy": 0.7548469387755102, "iteration": 8999, "loss_box_reg": 0.013639181619510055, "loss_cls": 0.042454678332433105, "loss_rpn_cls": 0.0013223972259766015, "loss_rpn_loc": 0.0020156631617282983, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.505828064866364, "total_loss": 0.05952655854633804}
{"data_time": 0.003322988748550415, "eta_seconds": 15859.43364594318, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19579081632653061, "fast_rcnn/fg_cls_accuracy": 0.8042091836734694, "iteration": 9019, "loss_box_reg": 0.01291156210936606, "loss_cls": 0.04174971202155575, "loss_rpn_cls": 0.0008877559022266723, "loss_rpn_loc": 0.002009632189583499, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5099526746198535, "total_loss": 0.05785689551885298}
{"data_time": 0.003159315325319767, "eta_seconds": 15851.66808075551, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20970695970695968, "fast_rcnn/fg_cls_accuracy": 0.7902930402930403, "iteration": 9039, "loss_box_reg": 0.013460025016684085, "loss_cls": 0.04304962663445622, "loss_rpn_cls": 0.0013386362805647423, "loss_rpn_loc": 0.001962312850082526, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5226191347464919, "total_loss": 0.06102797789503711}
{"data_time": 0.003065645694732666, "eta_seconds": 15845.341449221596, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 9059, "loss_box_reg": 0.013080982840619981, "loss_cls": 0.04126779630314559, "loss_rpn_cls": 0.0013420812038020813, "loss_rpn_loc": 0.002762818414339563, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5011865273118019, "total_loss": 0.05804616767008497}
{"data_time": 0.0033204127103090286, "eta_seconds": 15860.074297953397, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3074127906976744, "fast_rcnn/fg_cls_accuracy": 0.6925872093023255, "iteration": 9079, "loss_box_reg": 0.0134978027199395, "loss_cls": 0.03882286555017345, "loss_rpn_cls": 0.0005584676202374794, "loss_rpn_loc": 0.0022832003887742758, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5307575296610594, "total_loss": 0.05606119150024824}
{"data_time": 0.0029854802414774895, "eta_seconds": 15854.621736196801, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2086720867208672, "fast_rcnn/fg_cls_accuracy": 0.7616632860040567, "iteration": 9099, "loss_box_reg": 0.013382508797803894, "loss_cls": 0.042124189058085904, "loss_rpn_cls": 0.0014896172063458835, "loss_rpn_loc": 0.002038747872575186, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5183518128469586, "total_loss": 0.05961023652650965}
{"data_time": 0.0035564256832003593, "eta_seconds": 15839.557400960475, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1909722222222222, "fast_rcnn/fg_cls_accuracy": 0.8090277777777778, "iteration": 9119, "loss_box_reg": 0.012769419932737947, "loss_cls": 0.04561901872511953, "loss_rpn_cls": 0.0011006318679847027, "loss_rpn_loc": 0.0020869702184427297, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5060442518442869, "total_loss": 0.06295872138875325}
{"data_time": 0.003186965361237526, "eta_seconds": 15822.176682405174, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3021739130434783, "fast_rcnn/fg_cls_accuracy": 0.6978260869565217, "iteration": 9139, "loss_box_reg": 0.013186008873162791, "loss_cls": 0.040979964775033295, "loss_rpn_cls": 0.001206210783266215, "loss_rpn_loc": 0.002287504899868509, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5025912066921592, "total_loss": 0.057571718822771345}
{"data_time": 0.003180130384862423, "eta_seconds": 15794.12997755222, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.206346078044935, "fast_rcnn/fg_cls_accuracy": 0.793653921955065, "iteration": 9159, "loss_box_reg": 0.014062644040677696, "loss_cls": 0.04509174590930343, "loss_rpn_cls": 0.0009087704940498043, "loss_rpn_loc": 0.0032218077194556827, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49988790322095156, "total_loss": 0.06470924671083367}
{"data_time": 0.003177064470946789, "eta_seconds": 15774.87083233986, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2545751633986928, "fast_rcnn/fg_cls_accuracy": 0.7454248366013072, "iteration": 9179, "loss_box_reg": 0.013918106793425977, "loss_cls": 0.04467530970578082, "loss_rpn_cls": 0.0006963637705652559, "loss_rpn_loc": 0.002107791071466636, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5039041778072715, "total_loss": 0.062414855786300905}
{"data_time": 0.0032708821818232536, "eta_seconds": 15758.244742931798, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2225877192982456, "fast_rcnn/fg_cls_accuracy": 0.7774122807017544, "iteration": 9199, "loss_box_reg": 0.014021936105564237, "loss_cls": 0.04290616820799187, "loss_rpn_cls": 0.0009346989068603762, "loss_rpn_loc": 0.0024640352457936388, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49699226953089237, "total_loss": 0.06149647111726608}
{"data_time": 0.0031869160011410713, "eta_seconds": 15757.05196913518, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19157608695652173, "fast_rcnn/fg_cls_accuracy": 0.8084239130434783, "iteration": 9219, "loss_box_reg": 0.013443812407786027, "loss_cls": 0.042255922860931605, "loss_rpn_cls": 0.00147077809488394, "loss_rpn_loc": 0.002265701898068073, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5131714725866914, "total_loss": 0.061118039450491324}
{"data_time": 0.0029596304520964622, "eta_seconds": 15763.89312626049, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4003322259136213, "fast_rcnn/fg_cls_accuracy": 0.554006968641115, "iteration": 9239, "loss_box_reg": 0.01295820891391486, "loss_cls": 0.04487400804646313, "loss_rpn_cls": 0.0011655875650262715, "loss_rpn_loc": 0.0023680070844420698, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5187088362872601, "total_loss": 0.06227551414190202}
{"data_time": 0.003441937267780304, "eta_seconds": 15756.099144604057, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2234927234927235, "fast_rcnn/fg_cls_accuracy": 0.753781512605042, "iteration": 9259, "loss_box_reg": 0.013695277273654938, "loss_cls": 0.04157535790000111, "loss_rpn_cls": 0.0009628440620303991, "loss_rpn_loc": 0.0019948831177316606, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.510701616294682, "total_loss": 0.05830739756311232}
{"data_time": 0.003133070655167103, "eta_seconds": 15739.050978456624, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7646153846153847, "iteration": 9279, "loss_box_reg": 0.013637980649946257, "loss_cls": 0.04308714100625366, "loss_rpn_cls": 0.0009225987731724672, "loss_rpn_loc": 0.0022435061327996664, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5092946859076619, "total_loss": 0.06012939210171453}
{"data_time": 0.003156965598464012, "eta_seconds": 15728.804534018971, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34035476718403546, "fast_rcnn/fg_cls_accuracy": 0.6352549889135255, "iteration": 9299, "loss_box_reg": 0.0138952583365608, "loss_cls": 0.045457131607690826, "loss_rpn_cls": 0.0011108695179018468, "loss_rpn_loc": 0.0021988132975820918, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5065284334123135, "total_loss": 0.06373869145107847}
{"data_time": 0.003549540415406227, "eta_seconds": 15712.191622881219, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30171394799054374, "fast_rcnn/fg_cls_accuracy": 0.6982860520094563, "iteration": 9319, "loss_box_reg": 0.013485845178365707, "loss_cls": 0.0427743224427104, "loss_rpn_cls": 0.0011402789318708528, "loss_rpn_loc": 0.0018328023161302553, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5134435575455427, "total_loss": 0.062160635303030176}
{"data_time": 0.0032294997945427895, "eta_seconds": 15694.476525610313, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 9339, "loss_box_reg": 0.013099632400553674, "loss_cls": 0.04147236910648644, "loss_rpn_cls": 0.0014725796053198792, "loss_rpn_loc": 0.0021611106058117002, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4955649869516492, "total_loss": 0.0590161305971435}
{"data_time": 0.003220456652343273, "eta_seconds": 15687.472451440059, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3446327683615819, "fast_rcnn/fg_cls_accuracy": 0.6281563472846765, "iteration": 9359, "loss_box_reg": 0.013839170045685023, "loss_cls": 0.040704374900087714, "loss_rpn_cls": 0.0005637470840156311, "loss_rpn_loc": 0.0024727871277718805, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5098325619474053, "total_loss": 0.05636765586768888}
{"data_time": 0.0031038904562592506, "eta_seconds": 15687.81875626836, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18155111633372503, "fast_rcnn/fg_cls_accuracy": 0.818448883666275, "iteration": 9379, "loss_box_reg": 0.013536588317947462, "loss_cls": 0.044271418591961265, "loss_rpn_cls": 0.0008997718107650599, "loss_rpn_loc": 0.002138802803528961, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5103452987968922, "total_loss": 0.060061780668547726}
{"data_time": 0.0032017044723033905, "eta_seconds": 15678.066348966211, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21702898550724636, "fast_rcnn/fg_cls_accuracy": 0.7829710144927536, "iteration": 9399, "loss_box_reg": 0.013644133694469929, "loss_cls": 0.042649423819966614, "loss_rpn_cls": 0.0010075519109591369, "loss_rpn_loc": 0.0028868491208413616, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5164903337135911, "total_loss": 0.061740351004118565}
{"data_time": 0.0032079340890049934, "eta_seconds": 15667.819581639022, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8142037302725968, "iteration": 9419, "loss_box_reg": 0.012114133220165968, "loss_cls": 0.040187159000197425, "loss_rpn_cls": 0.0013814375318474958, "loss_rpn_loc": 0.002248854740173556, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5153304422274232, "total_loss": 0.05595662734431528}
{"data_time": 0.00325106643140316, "eta_seconds": 15646.514330095612, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3132183908045977, "fast_rcnn/fg_cls_accuracy": 0.6867816091954022, "iteration": 9439, "loss_box_reg": 0.013555965590057895, "loss_cls": 0.04226355470018461, "loss_rpn_cls": 0.0013163963609486018, "loss_rpn_loc": 0.002699223015952157, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5010274471715093, "total_loss": 0.061316472462067395}
{"data_time": 0.002948654815554619, "eta_seconds": 15626.71629705187, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22556390977443608, "fast_rcnn/fg_cls_accuracy": 0.7744360902255639, "iteration": 9459, "loss_box_reg": 0.012968306516995654, "loss_cls": 0.04310053680092096, "loss_rpn_cls": 0.001356915630651656, "loss_rpn_loc": 0.0023030510783428326, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5078738052397966, "total_loss": 0.0626794057762936}
{"data_time": 0.003243432380259037, "eta_seconds": 15622.814586548135, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21812957157784746, "fast_rcnn/fg_cls_accuracy": 0.7818704284221525, "iteration": 9479, "loss_box_reg": 0.014087072224356234, "loss_cls": 0.043683278490789235, "loss_rpn_cls": 0.0018315625009392988, "loss_rpn_loc": 0.002201724873884814, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.508618189021945, "total_loss": 0.0634144234024916}
{"data_time": 0.003159039653837681, "eta_seconds": 15614.23663256038, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3704545454545455, "fast_rcnn/fg_cls_accuracy": 0.6295454545454545, "iteration": 9499, "loss_box_reg": 0.012969712784979492, "loss_cls": 0.046819713548757136, "loss_rpn_cls": 0.0012931541771195043, "loss_rpn_loc": 0.0025383429529028945, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5123882386833429, "total_loss": 0.06407711568726882}
{"data_time": 0.00329632218927145, "eta_seconds": 15603.998124555685, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.23261847111726047, "fast_rcnn/fg_cls_accuracy": 0.7650510204081633, "iteration": 9519, "loss_box_reg": 0.013015871023526415, "loss_cls": 0.041713928716490045, "loss_rpn_cls": 0.001304941230159784, "loss_rpn_loc": 0.0022332572534651263, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48729486111551523, "total_loss": 0.05895779956575353}
{"data_time": 0.0028812475502490997, "eta_seconds": 15599.526385208592, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2963759213759214, "fast_rcnn/fg_cls_accuracy": 0.7036240786240786, "iteration": 9539, "loss_box_reg": 0.012605938303750008, "loss_cls": 0.04256876613362692, "loss_rpn_cls": 0.0012121910011160253, "loss_rpn_loc": 0.0018170192488469183, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504278258420527, "total_loss": 0.05959501769450526}
{"data_time": 0.003365051932632923, "eta_seconds": 15575.549942652695, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15108695652173915, "fast_rcnn/fg_cls_accuracy": 0.8405797101449275, "iteration": 9559, "loss_box_reg": 0.013270033174194396, "loss_cls": 0.042321583518059924, "loss_rpn_cls": 0.0014457446857250034, "loss_rpn_loc": 0.002389458240941167, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5008195042610168, "total_loss": 0.06062002057569771}
{"data_time": 0.003090057522058487, "eta_seconds": 15575.263415824622, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2512121212121212, "fast_rcnn/fg_cls_accuracy": 0.7358536585365854, "iteration": 9579, "loss_box_reg": 0.013820247171679512, "loss_cls": 0.042486028745770454, "loss_rpn_cls": 0.0013224255407067176, "loss_rpn_loc": 0.0028183732320030686, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5231956290081143, "total_loss": 0.06213157325123575}
{"data_time": 0.003286142833530903, "eta_seconds": 15544.611418884248, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7614285714285715, "iteration": 9599, "loss_box_reg": 0.013398520124610513, "loss_cls": 0.042129049135837704, "loss_rpn_cls": 0.0010098662970676742, "loss_rpn_loc": 0.0022977338085183874, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5103012416511774, "total_loss": 0.05980649170518859}
{"data_time": 0.0032729869708418846, "eta_seconds": 15534.385037239641, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.332374928119609, "fast_rcnn/fg_cls_accuracy": 0.667625071880391, "iteration": 9619, "loss_box_reg": 0.013296898017870262, "loss_cls": 0.04446838141302578, "loss_rpn_cls": 0.0012542965678790097, "loss_rpn_loc": 0.00221474073259742, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5229429323226213, "total_loss": 0.0653890140056319}
{"data_time": 0.0030682822689414024, "eta_seconds": 15498.899100906216, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2978723404255319, "fast_rcnn/fg_cls_accuracy": 0.701063829787234, "iteration": 9639, "loss_box_reg": 0.013488202821463346, "loss_cls": 0.04615987685974687, "loss_rpn_cls": 0.0012543893858492083, "loss_rpn_loc": 0.0019540301873348653, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4954621819779277, "total_loss": 0.06415282727107297}
{"data_time": 0.003388041630387306, "eta_seconds": 15470.835320949554, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15968992248062014, "fast_rcnn/fg_cls_accuracy": 0.8403100775193799, "iteration": 9659, "loss_box_reg": 0.012362891371594742, "loss_cls": 0.0394797024782747, "loss_rpn_cls": 0.0006746598020548333, "loss_rpn_loc": 0.0024508452515874524, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5015036500990391, "total_loss": 0.05759062377507007}
{"data_time": 0.003142104484140873, "eta_seconds": 15460.637347698212, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20689655172413793, "fast_rcnn/fg_cls_accuracy": 0.7931034482758621, "iteration": 9679, "loss_box_reg": 0.012793607165804133, "loss_cls": 0.041386201279237866, "loss_rpn_cls": 0.0012406374275428789, "loss_rpn_loc": 0.001909845395857701, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5068762833252549, "total_loss": 0.05683388269142142}
{"data_time": 0.003133500926196575, "eta_seconds": 15421.070476256311, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.2968455743879473, "fast_rcnn/fg_cls_accuracy": 0.6862052730696798, "iteration": 9699, "loss_box_reg": 0.013324180123163387, "loss_cls": 0.04382944060489535, "loss_rpn_cls": 0.0010211888811397785, "loss_rpn_loc": 0.0019198264344595373, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049236053600907, "total_loss": 0.061191066896867596}
{"data_time": 0.0032443851232528687, "eta_seconds": 15413.724970097654, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22301136363636365, "fast_rcnn/fg_cls_accuracy": 0.7644124168514412, "iteration": 9719, "loss_box_reg": 0.013884712127037346, "loss_cls": 0.04619963065488264, "loss_rpn_cls": 0.0009171776295602285, "loss_rpn_loc": 0.002546950057876529, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120312590152025, "total_loss": 0.0649406039515128}
{"data_time": 0.0031095044687390327, "eta_seconds": 15430.043427944183, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6598639455782312, "iteration": 9739, "loss_box_reg": 0.013484666153090075, "loss_cls": 0.04391295526875183, "loss_rpn_cls": 0.0010267285365870293, "loss_rpn_loc": 0.002227737699286081, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5227537602186203, "total_loss": 0.06263556311853336}
{"data_time": 0.003390408121049404, "eta_seconds": 15437.640647887252, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18714285714285714, "fast_rcnn/fg_cls_accuracy": 0.8128571428571428, "iteration": 9759, "loss_box_reg": 0.013632838206831366, "loss_cls": 0.044359290215652436, "loss_rpn_cls": 0.0011457919656692184, "loss_rpn_loc": 0.002165465924917953, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110723478719592, "total_loss": 0.06370176376464087}
{"data_time": 0.003132721409201622, "eta_seconds": 15430.134506111033, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1953781512605042, "fast_rcnn/fg_cls_accuracy": 0.8046218487394958, "iteration": 9779, "loss_box_reg": 0.012849615421146154, "loss_cls": 0.04220438888296485, "loss_rpn_cls": 0.0013226884661889926, "loss_rpn_loc": 0.0026557012388366275, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5230769589543343, "total_loss": 0.060138180512353756}
{"data_time": 0.0032735466957092285, "eta_seconds": 15419.922974721529, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3572351421188631, "fast_rcnn/fg_cls_accuracy": 0.6427648578811369, "iteration": 9799, "loss_box_reg": 0.012886250944575295, "loss_cls": 0.04560421529458836, "loss_rpn_cls": 0.0012672760527152604, "loss_rpn_loc": 0.0021704144855902996, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5280183423310518, "total_loss": 0.0628876509786096}
{"data_time": 0.003277318552136421, "eta_seconds": 15405.52362377569, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7247899159663866, "iteration": 9819, "loss_box_reg": 0.013416423898888752, "loss_cls": 0.04186591936741024, "loss_rpn_cls": 0.0011457609219291953, "loss_rpn_loc": 0.0022219849088287447, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5080344183370471, "total_loss": 0.05899382072698245}
{"data_time": 0.003287103958427906, "eta_seconds": 15384.692833833396, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2629310344827586, "fast_rcnn/fg_cls_accuracy": 0.7370689655172413, "iteration": 9839, "loss_box_reg": 0.013513167505152524, "loss_cls": 0.041000306664500386, "loss_rpn_cls": 0.0011856170768282936, "loss_rpn_loc": 0.002319165418157354, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5093320989981294, "total_loss": 0.05871781930407849}
{"data_time": 0.0032211486250162125, "eta_seconds": 15374.491121135652, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.260858189429618, "fast_rcnn/fg_cls_accuracy": 0.739141810570382, "iteration": 9859, "loss_box_reg": 0.013504732633009553, "loss_cls": 0.044072317774407566, "loss_rpn_cls": 0.00124940819878816, "loss_rpn_loc": 0.0019038940972677665, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5128822596743703, "total_loss": 0.06014105181384366}
{"data_time": 0.0032326076179742813, "eta_seconds": 15348.940106848255, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2388888888888889, "fast_rcnn/fg_cls_accuracy": 0.7611111111111111, "iteration": 9879, "loss_box_reg": 0.012410860334057361, "loss_cls": 0.04208288248628378, "loss_rpn_cls": 0.0011867371827065654, "loss_rpn_loc": 0.0021080688638903666, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49694020859897137, "total_loss": 0.057975204514548295}
{"data_time": 0.0033301683142781258, "eta_seconds": 15332.460814082064, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 9899, "loss_box_reg": 0.013216759805800393, "loss_cls": 0.04457096412079409, "loss_rpn_cls": 0.0010820660862123077, "loss_rpn_loc": 0.0019459312279650476, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5073951669037342, "total_loss": 0.061864459197067845}
{"data_time": 0.003141949884593487, "eta_seconds": 15321.388949722052, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2122747747747748, "fast_rcnn/fg_cls_accuracy": 0.7877252252252251, "iteration": 9919, "loss_box_reg": 0.013046814478002489, "loss_cls": 0.04369716835208237, "loss_rpn_cls": 0.0009127213522077682, "loss_rpn_loc": 0.0025760494499991182, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49947426468133926, "total_loss": 0.05961359002053257}
{"data_time": 0.0030908817425370216, "eta_seconds": 15301.739913678728, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2734663710273466, "fast_rcnn/fg_cls_accuracy": 0.6922348484848485, "iteration": 9939, "loss_box_reg": 0.012091478100046515, "loss_cls": 0.03977172198938206, "loss_rpn_cls": 0.0014481566684025893, "loss_rpn_loc": 0.0026587126340018585, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5026107896119356, "total_loss": 0.058728224185415456}
{"data_time": 0.003408770076930523, "eta_seconds": 15301.015439599752, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2540106951871658, "fast_rcnn/fg_cls_accuracy": 0.7459893048128342, "iteration": 9959, "loss_box_reg": 0.013039017678238451, "loss_cls": 0.04176855183322914, "loss_rpn_cls": 0.0016635437027616717, "loss_rpn_loc": 0.0023075581739249174, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5107388310134411, "total_loss": 0.062304202388986596}
{"data_time": 0.003204483538866043, "eta_seconds": 15286.359428781085, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.258859357696567, "fast_rcnn/fg_cls_accuracy": 0.741140642303433, "iteration": 9979, "loss_box_reg": 0.0133634596131742, "loss_cls": 0.044043697125744075, "loss_rpn_cls": 0.0011669553300635016, "loss_rpn_loc": 0.0019301630563859362, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5084573151543736, "total_loss": 0.06149135717259924}
{"data_time": 0.0034018801525235176, "eta_seconds": 15269.003660149872, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21847070506454816, "fast_rcnn/fg_cls_accuracy": 0.7815292949354519, "iteration": 9999, "loss_box_reg": 0.011784554284531623, "loss_cls": 0.039631785883102566, "loss_rpn_cls": 0.0014201555761701457, "loss_rpn_loc": 0.002175718098442303, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5046294936910272, "total_loss": 0.05614288918343391}
{"data_time": 0.003193926066160202, "eta_seconds": 15256.754639610648, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3257199602780536, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 10019, "loss_box_reg": 0.012737670534988865, "loss_cls": 0.040713761118240654, "loss_rpn_cls": 0.001625589651325754, "loss_rpn_loc": 0.002376830841967603, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49855577293783426, "total_loss": 0.06041184619624573}
{"data_time": 0.0032511381432414055, "eta_seconds": 15238.591502188705, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.22560499609679935, "fast_rcnn/fg_cls_accuracy": 0.7743950039032006, "iteration": 10039, "loss_box_reg": 0.01303735058172606, "loss_cls": 0.04167143744416535, "loss_rpn_cls": 0.0009774668959323662, "loss_rpn_loc": 0.002304952151462203, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5091658923774958, "total_loss": 0.06012814203674566}
{"data_time": 0.0030229631811380386, "eta_seconds": 15236.399408444762, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.20238095238095238, "fast_rcnn/fg_cls_accuracy": 0.7976190476190477, "iteration": 10059, "loss_box_reg": 0.013013030169531703, "loss_cls": 0.046684923581779, "loss_rpn_cls": 0.0012828695748794416, "loss_rpn_loc": 0.0021039599887444638, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.526720492169261, "total_loss": 0.06380576334052535}
{"data_time": 0.003119243308901787, "eta_seconds": 15223.403666024096, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.245, "fast_rcnn/fg_cls_accuracy": 0.755, "iteration": 10079, "loss_box_reg": 0.012795276357792318, "loss_cls": 0.04509666736703366, "loss_rpn_cls": 0.0016662835586771507, "loss_rpn_loc": 0.002374774430791149, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.527666431851685, "total_loss": 0.06232496828718581}
{"data_time": 0.0032519930973649025, "eta_seconds": 15216.044177278876, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17817460317460318, "fast_rcnn/fg_cls_accuracy": 0.8218253968253968, "iteration": 10099, "loss_box_reg": 0.01298560993745923, "loss_cls": 0.04115464782807976, "loss_rpn_cls": 0.001211474063424589, "loss_rpn_loc": 0.0022428306729125325, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53153554815799, "total_loss": 0.05780245654875671}
{"data_time": 0.0031193625181913376, "eta_seconds": 15191.536151122302, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26190476190476186, "fast_rcnn/fg_cls_accuracy": 0.7277777777777777, "iteration": 10119, "loss_box_reg": 0.012749703659210354, "loss_cls": 0.04107536457013339, "loss_rpn_cls": 0.0011318344944015735, "loss_rpn_loc": 0.0019524947419995442, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49868125654757023, "total_loss": 0.060939509345018905}
{"data_time": 0.0034068599343299866, "eta_seconds": 15197.750684835017, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2811004784688995, "fast_rcnn/fg_cls_accuracy": 0.7188995215311005, "iteration": 10139, "loss_box_reg": 0.013263568049296737, "loss_cls": 0.04605233739130199, "loss_rpn_cls": 0.0011247925667703385, "loss_rpn_loc": 0.0022028132880222984, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5208239573985338, "total_loss": 0.06213975837272301}
{"data_time": 0.0032543139532208443, "eta_seconds": 15187.571688361466, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.19504830917874397, "fast_rcnn/fg_cls_accuracy": 0.8049516908212561, "iteration": 10159, "loss_box_reg": 0.011853672738652676, "loss_cls": 0.04382979450747371, "loss_rpn_cls": 0.0011433980295691981, "loss_rpn_loc": 0.002112986439897213, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4943931708112359, "total_loss": 0.05890357408441105}
{"data_time": 0.0031910650432109833, "eta_seconds": 15188.961133927107, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1693181818181818, "fast_rcnn/fg_cls_accuracy": 0.7778846153846153, "iteration": 10179, "loss_box_reg": 0.013067508232779801, "loss_cls": 0.039741553366184235, "loss_rpn_cls": 0.0012708236710068377, "loss_rpn_loc": 0.002601351330667967, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5338595556095243, "total_loss": 0.05765981716189117}
{"data_time": 0.0031138435006141663, "eta_seconds": 15181.334106508642, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2375, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 10199, "loss_box_reg": 0.01352676295209676, "loss_cls": 0.042303401220124215, "loss_rpn_cls": 0.0012800195198110487, "loss_rpn_loc": 0.002289475640282035, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5081707062199712, "total_loss": 0.060340772391953124}
{"data_time": 0.0034451354295015335, "eta_seconds": 15167.13565898873, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27310111272375426, "fast_rcnn/fg_cls_accuracy": 0.7268988872762457, "iteration": 10219, "loss_box_reg": 0.01303430029656738, "loss_cls": 0.044170817476697266, "loss_rpn_cls": 0.0008907188594093896, "loss_rpn_loc": 0.002126479008438764, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4988804003223777, "total_loss": 0.0627403647411029}
{"data_time": 0.0031708497554063797, "eta_seconds": 15150.780276270583, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20954281567489114, "fast_rcnn/fg_cls_accuracy": 0.776048951048951, "iteration": 10239, "loss_box_reg": 0.012773559428751469, "loss_cls": 0.04388806677889079, "loss_rpn_cls": 0.0015598276470427663, "loss_rpn_loc": 0.0022204996457730886, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5074570029973984, "total_loss": 0.061183822402142596}
{"data_time": 0.0031687337905168533, "eta_seconds": 15129.497540930286, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17232237539766704, "fast_rcnn/fg_cls_accuracy": 0.827677624602333, "iteration": 10259, "loss_box_reg": 0.013157213223166764, "loss_cls": 0.04038541519548744, "loss_rpn_cls": 0.0009825754907524242, "loss_rpn_loc": 0.0021043991364422254, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5031786626204848, "total_loss": 0.05640402226623564}
{"data_time": 0.0033670971170067787, "eta_seconds": 15110.191959690303, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23232323232323232, "fast_rcnn/fg_cls_accuracy": 0.7676767676767677, "iteration": 10279, "loss_box_reg": 0.012823797762393951, "loss_cls": 0.04413124721031636, "loss_rpn_cls": 0.001370625541227355, "loss_rpn_loc": 0.002094064595439704, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5015246849507093, "total_loss": 0.06023375564367939}
{"data_time": 0.0032703913748264313, "eta_seconds": 15100.023935761303, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19586530264279625, "fast_rcnn/fg_cls_accuracy": 0.8019607843137255, "iteration": 10299, "loss_box_reg": 0.01246203703340143, "loss_cls": 0.04120234557194635, "loss_rpn_cls": 0.0012562341775037567, "loss_rpn_loc": 0.0022231939583434723, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5052761705592275, "total_loss": 0.05751843220889441}
{"data_time": 0.0032485490664839745, "eta_seconds": 15098.97503487952, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2824675324675325, "fast_rcnn/fg_cls_accuracy": 0.7175324675324676, "iteration": 10319, "loss_box_reg": 0.012423519365256652, "loss_cls": 0.03947932121809572, "loss_rpn_cls": 0.0010323652821284668, "loss_rpn_loc": 0.0027174135684617795, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5150230079889297, "total_loss": 0.05595822019120078}
{"data_time": 0.0032219616696238518, "eta_seconds": 15095.960720099509, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24621848739495797, "fast_rcnn/fg_cls_accuracy": 0.753781512605042, "iteration": 10339, "loss_box_reg": 0.012450079200789332, "loss_cls": 0.043411051854491234, "loss_rpn_cls": 0.0008234176107180247, "loss_rpn_loc": 0.002053332773357397, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5078466637060046, "total_loss": 0.0580725959857169}
{"data_time": 0.003491249866783619, "eta_seconds": 15078.626697512344, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2629310344827586, "fast_rcnn/fg_cls_accuracy": 0.7370689655172413, "iteration": 10359, "loss_box_reg": 0.012701355764875188, "loss_cls": 0.041827303590252995, "loss_rpn_cls": 0.0007900495932346985, "loss_rpn_loc": 0.0018455961981089786, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5061442162841558, "total_loss": 0.05742897988832851}
{"data_time": 0.003352230414748192, "eta_seconds": 15068.452528828755, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3151913875598086, "fast_rcnn/fg_cls_accuracy": 0.6848086124401913, "iteration": 10379, "loss_box_reg": 0.012813451525289565, "loss_cls": 0.04408277408219874, "loss_rpn_cls": 0.0010074908802835125, "loss_rpn_loc": 0.0022570623987121508, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5086041251197457, "total_loss": 0.05887831153859224}
{"data_time": 0.00302837323397398, "eta_seconds": 15065.423730678856, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2064039408866995, "fast_rcnn/fg_cls_accuracy": 0.751650770359501, "iteration": 10399, "loss_box_reg": 0.012501125602284446, "loss_cls": 0.038253999256994575, "loss_rpn_cls": 0.0009149482229986461, "loss_rpn_loc": 0.0021838196262251586, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.527317569591105, "total_loss": 0.05371894748839168}
{"data_time": 0.003213816322386265, "eta_seconds": 15040.242348937318, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 10419, "loss_box_reg": 0.01275183362304233, "loss_cls": 0.045175015926361084, "loss_rpn_cls": 0.0014160922753490013, "loss_rpn_loc": 0.0022081610768509563, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5145879881456494, "total_loss": 0.06381224716943734}
{"data_time": 0.0031417524442076683, "eta_seconds": 15052.64816787839, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20512820512820512, "fast_rcnn/fg_cls_accuracy": 0.7948717948717949, "iteration": 10439, "loss_box_reg": 0.012476614560000598, "loss_cls": 0.04097148441360332, "loss_rpn_cls": 0.0009655768631091632, "loss_rpn_loc": 0.002177723199565662, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5162056805565953, "total_loss": 0.05637246881963165}
{"data_time": 0.00343405082821846, "eta_seconds": 15026.430261265486, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24911909795630727, "fast_rcnn/fg_cls_accuracy": 0.7392529950669485, "iteration": 10459, "loss_box_reg": 0.012288053578231484, "loss_cls": 0.04362606588983908, "loss_rpn_cls": 0.0011645000480484669, "loss_rpn_loc": 0.0019603065156843513, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4914598735049367, "total_loss": 0.058155056288171636}
{"data_time": 0.003085699863731861, "eta_seconds": 15021.947005072609, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 10479, "loss_box_reg": 0.013072932022623718, "loss_cls": 0.043581434758380055, "loss_rpn_cls": 0.0008291389283954231, "loss_rpn_loc": 0.0024016952884267084, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.517712214961648, "total_loss": 0.0603626744380108}
{"data_time": 0.003621418960392475, "eta_seconds": 15006.083718817681, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2774659182036888, "fast_rcnn/fg_cls_accuracy": 0.7225340817963111, "iteration": 10499, "loss_box_reg": 0.01229154277825728, "loss_cls": 0.04374185501364991, "loss_rpn_cls": 0.0012596719638793274, "loss_rpn_loc": 0.0016204673520405777, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5105307772755623, "total_loss": 0.05962811953435221}
{"data_time": 0.0033634258434176445, "eta_seconds": 15014.34895949252, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.250354609929078, "fast_rcnn/fg_cls_accuracy": 0.7177304964539006, "iteration": 10519, "loss_box_reg": 0.01285159241524525, "loss_cls": 0.044298076536506414, "loss_rpn_cls": 0.0015336028639580945, "loss_rpn_loc": 0.0020392158839968033, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5336108589544892, "total_loss": 0.06064222672154074}
{"data_time": 0.0029965313151478767, "eta_seconds": 14996.62264260836, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3200568990042674, "fast_rcnn/fg_cls_accuracy": 0.6799431009957326, "iteration": 10539, "loss_box_reg": 0.012658915889915079, "loss_cls": 0.04382816731231287, "loss_rpn_cls": 0.0011820574383136773, "loss_rpn_loc": 0.0025698476492834743, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48992046155035496, "total_loss": 0.059425971162113456}
{"data_time": 0.003295685164630413, "eta_seconds": 14991.5434089005, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16145281018027574, "fast_rcnn/fg_cls_accuracy": 0.8385471898197243, "iteration": 10559, "loss_box_reg": 0.012308554083574563, "loss_cls": 0.04244337044656277, "loss_rpn_cls": 0.001315989621218705, "loss_rpn_loc": 0.00206727272234275, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5023630149662495, "total_loss": 0.0575570689756546}
{"data_time": 0.003276776522397995, "eta_seconds": 14961.37323599495, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17914438502673796, "fast_rcnn/fg_cls_accuracy": 0.7990909090909091, "iteration": 10579, "loss_box_reg": 0.012608409830136225, "loss_cls": 0.043685241835191846, "loss_rpn_cls": 0.0009725983837256535, "loss_rpn_loc": 0.0019476028246572241, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49616619665175676, "total_loss": 0.05978115691061703}
{"data_time": 0.0031791385263204575, "eta_seconds": 14948.722669994459, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2006333830104322, "fast_rcnn/fg_cls_accuracy": 0.7993666169895678, "iteration": 10599, "loss_box_reg": 0.011934037989703938, "loss_cls": 0.041580293618608266, "loss_rpn_cls": 0.001046263636681033, "loss_rpn_loc": 0.0018961409223265946, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5041538840159774, "total_loss": 0.05545705407280366}
{"data_time": 0.0032317833974957466, "eta_seconds": 14938.553816778585, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37346185397867104, "fast_rcnn/fg_cls_accuracy": 0.6130897317298798, "iteration": 10619, "loss_box_reg": 0.012971653777640313, "loss_cls": 0.041664710093755275, "loss_rpn_cls": 0.001348509893659866, "loss_rpn_loc": 0.0022996640946075786, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5159128326922655, "total_loss": 0.06073803660649446}
{"data_time": 0.0032035717740654945, "eta_seconds": 14940.529996136203, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2799145299145299, "fast_rcnn/fg_cls_accuracy": 0.7200854700854701, "iteration": 10639, "loss_box_reg": 0.012243500095792115, "loss_cls": 0.04317154106684029, "loss_rpn_cls": 0.0015754180701037512, "loss_rpn_loc": 0.0022057881869841367, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5222813067957759, "total_loss": 0.059023632269088466}
{"data_time": 0.003215464763343334, "eta_seconds": 14940.622776418924, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.18827838827838828, "fast_rcnn/fg_cls_accuracy": 0.8117216117216117, "iteration": 10659, "loss_box_reg": 0.012162972590886056, "loss_cls": 0.04084404502646066, "loss_rpn_cls": 0.0008969360537207649, "loss_rpn_loc": 0.0018667188051040284, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5094543239101768, "total_loss": 0.057431057714183}
{"data_time": 0.0032509397715330124, "eta_seconds": 14925.358015814796, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21929824561403508, "fast_rcnn/fg_cls_accuracy": 0.7807017543859649, "iteration": 10679, "loss_box_reg": 0.013755969906924292, "loss_cls": 0.04229565343121067, "loss_rpn_cls": 0.0015538781161694715, "loss_rpn_loc": 0.002074366781016579, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49167048186063766, "total_loss": 0.059202587639504145}
{"data_time": 0.0032538147643208504, "eta_seconds": 14928.584421127103, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21968787515006002, "fast_rcnn/fg_cls_accuracy": 0.78031212484994, "iteration": 10699, "loss_box_reg": 0.011993405467364937, "loss_cls": 0.04425259088748135, "loss_rpn_cls": 0.0015021762903870695, "loss_rpn_loc": 0.0025724257066030987, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5284415986388922, "total_loss": 0.060997246834403995}
{"data_time": 0.0031348057091236115, "eta_seconds": 14915.792063794099, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.229020979020979, "fast_rcnn/fg_cls_accuracy": 0.770979020979021, "iteration": 10719, "loss_box_reg": 0.012465273641282693, "loss_cls": 0.04132668752572499, "loss_rpn_cls": 0.0011077269601287298, "loss_rpn_loc": 0.001926162738527637, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4962701052427292, "total_loss": 0.057967119785161}
{"data_time": 0.0032980702817440033, "eta_seconds": 14894.816032903269, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21807065217391303, "fast_rcnn/fg_cls_accuracy": 0.7436950146627566, "iteration": 10739, "loss_box_reg": 0.012614374834811315, "loss_cls": 0.04239132604561746, "loss_rpn_cls": 0.000929028697726153, "loss_rpn_loc": 0.002448476545396261, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49777932837605476, "total_loss": 0.05945063996412614}
{"data_time": 0.003221326507627964, "eta_seconds": 14874.162289330736, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7440476190476191, "iteration": 10759, "loss_box_reg": 0.012440231424989179, "loss_cls": 0.04213006029021926, "loss_rpn_cls": 0.001233523698033423, "loss_rpn_loc": 0.0021426913372124545, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.502780687995255, "total_loss": 0.05814878990895522}
{"data_time": 0.0033589722588658333, "eta_seconds": 14863.988791646436, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21501925545571243, "fast_rcnn/fg_cls_accuracy": 0.7849807445442876, "iteration": 10779, "loss_box_reg": 0.012425837630871683, "loss_cls": 0.04177176801022142, "loss_rpn_cls": 0.0007444365304536404, "loss_rpn_loc": 0.0022149684646137757, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5291099632158875, "total_loss": 0.058415112115994816}
{"data_time": 0.0031401682645082474, "eta_seconds": 14839.00285664387, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 10799, "loss_box_reg": 0.012681609950959682, "loss_cls": 0.040392833296209574, "loss_rpn_cls": 0.0014246464764369193, "loss_rpn_loc": 0.0020126126328250393, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4987199977040291, "total_loss": 0.056570815849426026}
{"data_time": 0.00317999254912138, "eta_seconds": 14823.552804258652, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 10819, "loss_box_reg": 0.012491865723859519, "loss_cls": 0.04319020517868921, "loss_rpn_cls": 0.0009442416721299196, "loss_rpn_loc": 0.0021471245781867765, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48778759874403477, "total_loss": 0.05993302565275371}
{"data_time": 0.00319619569927454, "eta_seconds": 14813.39307511691, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2608901515151515, "fast_rcnn/fg_cls_accuracy": 0.7391098484848485, "iteration": 10839, "loss_box_reg": 0.011554466967936605, "loss_cls": 0.03898665227461606, "loss_rpn_cls": 0.0008113921136612134, "loss_rpn_loc": 0.001837314761360176, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5157299088314176, "total_loss": 0.05468866118178539}
{"data_time": 0.003080671653151512, "eta_seconds": 14802.154055533, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2373358348968105, "fast_rcnn/fg_cls_accuracy": 0.7530487804878049, "iteration": 10859, "loss_box_reg": 0.012283710879273713, "loss_cls": 0.04435752716381103, "loss_rpn_cls": 0.0013724070969374225, "loss_rpn_loc": 0.0022230388458410744, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509426680393517, "total_loss": 0.06005144150481101}
{"data_time": 0.003329775296151638, "eta_seconds": 14791.99506712798, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2663690476190476, "fast_rcnn/fg_cls_accuracy": 0.7336309523809523, "iteration": 10879, "loss_box_reg": 0.012810760003048927, "loss_cls": 0.04215413809288293, "loss_rpn_cls": 0.0009967938864292591, "loss_rpn_loc": 0.0020907188700221013, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5019749710336328, "total_loss": 0.05848254743693815}
{"data_time": 0.0034710541367530823, "eta_seconds": 14781.836078722961, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8032258064516129, "iteration": 10899, "loss_box_reg": 0.01260111658484675, "loss_cls": 0.03869084909092635, "loss_rpn_cls": 0.0008310933802704312, "loss_rpn_loc": 0.0019398668373469263, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5076305493712425, "total_loss": 0.05468354676338549}
{"data_time": 0.003552454523742199, "eta_seconds": 14778.022741483524, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2528846153846154, "fast_rcnn/fg_cls_accuracy": 0.7471153846153846, "iteration": 10919, "loss_box_reg": 0.012346470874035731, "loss_cls": 0.04132936696987599, "loss_rpn_cls": 0.0012655941939669901, "loss_rpn_loc": 0.0021326459900592454, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5132021848112345, "total_loss": 0.060071881347425915}
{"data_time": 0.0034032780677080154, "eta_seconds": 14767.8593889568, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23068181818181818, "fast_rcnn/fg_cls_accuracy": 0.7693181818181818, "iteration": 10939, "loss_box_reg": 0.012049572222167626, "loss_cls": 0.039681635855231434, "loss_rpn_cls": 0.000987258193845264, "loss_rpn_loc": 0.001680607745583984, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.501309278421104, "total_loss": 0.0552651653393923}
{"data_time": 0.003206271678209305, "eta_seconds": 14757.696036430076, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.304953560371517, "fast_rcnn/fg_cls_accuracy": 0.695046439628483, "iteration": 10959, "loss_box_reg": 0.011982177500613034, "loss_cls": 0.04174548073206097, "loss_rpn_cls": 0.0013996056891301123, "loss_rpn_loc": 0.0023286211617232766, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518809113651514, "total_loss": 0.05890592452453802}
{"data_time": 0.0034011071547865868, "eta_seconds": 14747.532683903351, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.29666344294003866, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 10979, "loss_box_reg": 0.01285609696060419, "loss_cls": 0.04624323808820918, "loss_rpn_cls": 0.0013207535578203533, "loss_rpn_loc": 0.0021404263789008837, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.504379054531455, "total_loss": 0.0638927029003753}
{"data_time": 0.003115680068731308, "eta_seconds": 14745.673984576017, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1762749445676275, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 10999, "loss_box_reg": 0.01255117796245031, "loss_cls": 0.042387046094518155, "loss_rpn_cls": 0.001111418912728368, "loss_rpn_loc": 0.002371060512814438, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021600546315312, "total_loss": 0.05952820273500947}
{"data_time": 0.003355122171342373, "eta_seconds": 14731.968183827586, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.359515899383009, "fast_rcnn/fg_cls_accuracy": 0.6242983159583, "iteration": 11019, "loss_box_reg": 0.012845239252783358, "loss_cls": 0.04179529543034732, "loss_rpn_cls": 0.0010602313817571485, "loss_rpn_loc": 0.0017308818496530876, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5037703327834606, "total_loss": 0.05565422758945715}
{"data_time": 0.0031707650050520897, "eta_seconds": 14717.042626323178, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17336309523809523, "fast_rcnn/fg_cls_accuracy": 0.8082386363636364, "iteration": 11039, "loss_box_reg": 0.011987332080025226, "loss_cls": 0.03952523821499199, "loss_rpn_cls": 0.001142018634766373, "loss_rpn_loc": 0.002204577875090763, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5063294870778918, "total_loss": 0.05694178462240984}
{"data_time": 0.003184046596288681, "eta_seconds": 14706.879273796454, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1534090909090909, "fast_rcnn/fg_cls_accuracy": 0.8465909090909092, "iteration": 11059, "loss_box_reg": 0.012504906102549285, "loss_cls": 0.045117595058400184, "loss_rpn_cls": 0.000853041817151734, "loss_rpn_loc": 0.0025229492275684606, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5135611752048135, "total_loss": 0.06107480314824443}
{"data_time": 0.0031854035332798958, "eta_seconds": 14701.468266949989, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 11079, "loss_box_reg": 0.012001327675534412, "loss_cls": 0.041142686328385025, "loss_rpn_cls": 0.0009269749278359996, "loss_rpn_loc": 0.001894554850878194, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5200509633868933, "total_loss": 0.05813326206995839}
{"data_time": 0.0032786615192890167, "eta_seconds": 14686.552568743005, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22748655913978494, "fast_rcnn/fg_cls_accuracy": 0.7620967741935484, "iteration": 11099, "loss_box_reg": 0.012401548883644864, "loss_cls": 0.0416220735933166, "loss_rpn_cls": 0.0009224552801754271, "loss_rpn_loc": 0.002025224363023881, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5161495199427009, "total_loss": 0.05893591331573589}
{"data_time": 0.0033271871507167816, "eta_seconds": 14702.607338852249, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25427468284611143, "fast_rcnn/fg_cls_accuracy": 0.7457253171538887, "iteration": 11119, "loss_box_reg": 0.012116975180106238, "loss_cls": 0.04218170960666612, "loss_rpn_cls": 0.0006692635085414622, "loss_rpn_loc": 0.0021156443617655896, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203756699338555, "total_loss": 0.057936718783025754}
{"data_time": 0.0029444657266139984, "eta_seconds": 14670.968350072391, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26679586563307495, "fast_rcnn/fg_cls_accuracy": 0.6983204134366925, "iteration": 11139, "loss_box_reg": 0.01271422952413559, "loss_cls": 0.0430825084913522, "loss_rpn_cls": 0.001360744798603264, "loss_rpn_loc": 0.002157256909413263, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.50118388235569, "total_loss": 0.057476095208812694}
{"data_time": 0.003228258341550827, "eta_seconds": 14660.801711113192, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19623655913978494, "fast_rcnn/fg_cls_accuracy": 0.803763440860215, "iteration": 11159, "loss_box_reg": 0.012370685755740851, "loss_cls": 0.03943056095158681, "loss_rpn_cls": 0.0009272699892619585, "loss_rpn_loc": 0.0018035647590295412, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4991992199793458, "total_loss": 0.054232982548114705}
{"data_time": 0.0031267795711755753, "eta_seconds": 14639.610241052695, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.271264367816092, "fast_rcnn/fg_cls_accuracy": 0.728735632183908, "iteration": 11179, "loss_box_reg": 0.013039063633186743, "loss_cls": 0.04458225914277136, "loss_rpn_cls": 0.0011317544922349043, "loss_rpn_loc": 0.0021219231784925796, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5062701078131795, "total_loss": 0.061803172262443695}
{"data_time": 0.0031259842216968536, "eta_seconds": 14620.56939919386, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20204081632653062, "fast_rcnn/fg_cls_accuracy": 0.7979591836734694, "iteration": 11199, "loss_box_reg": 0.011985057324636728, "loss_cls": 0.040616403450258076, "loss_rpn_cls": 0.001089270474665227, "loss_rpn_loc": 0.00217158805935469, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4970955569297075, "total_loss": 0.05727684683438383}
{"data_time": 0.0028748977929353714, "eta_seconds": 14604.991744237952, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26453488372093026, "fast_rcnn/fg_cls_accuracy": 0.7354651162790697, "iteration": 11219, "loss_box_reg": 0.012421797116985545, "loss_cls": 0.04496793635189533, "loss_rpn_cls": 0.0013717920759290791, "loss_rpn_loc": 0.002233805527794175, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5056885713711381, "total_loss": 0.06156434008659062}
{"data_time": 0.003329525701701641, "eta_seconds": 14603.018218802288, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1999113475177305, "fast_rcnn/fg_cls_accuracy": 0.8000886524822695, "iteration": 11239, "loss_box_reg": 0.011525446258019656, "loss_cls": 0.0389854745590128, "loss_rpn_cls": 0.0012909097483202459, "loss_rpn_loc": 0.002048394690064015, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5134694101288915, "total_loss": 0.05399572830845045}
{"data_time": 0.0033116498962044716, "eta_seconds": 14601.007894287817, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20012507817385866, "fast_rcnn/fg_cls_accuracy": 0.7998749218261414, "iteration": 11259, "loss_box_reg": 0.012285716307815164, "loss_cls": 0.04353571019601077, "loss_rpn_cls": 0.0010817763443071726, "loss_rpn_loc": 0.002653646530234255, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.524068252183497, "total_loss": 0.060867428169501636}
{"data_time": 0.003259016200900078, "eta_seconds": 14590.847490756772, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23369565217391303, "fast_rcnn/fg_cls_accuracy": 0.7135338345864661, "iteration": 11279, "loss_box_reg": 0.012488147331168875, "loss_cls": 0.044278184504946694, "loss_rpn_cls": 0.0009808520556475742, "loss_rpn_loc": 0.0019800173031399027, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5068667959421873, "total_loss": 0.06036524853629999}
{"data_time": 0.003149311989545822, "eta_seconds": 14584.919043475762, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20022246941045607, "fast_rcnn/fg_cls_accuracy": 0.7593567251461988, "iteration": 11299, "loss_box_reg": 0.011551668198080733, "loss_cls": 0.04036953911418095, "loss_rpn_cls": 0.0011337808130065241, "loss_rpn_loc": 0.001997490348003339, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191288013011217, "total_loss": 0.0561251063339796}
{"data_time": 0.003262011334300041, "eta_seconds": 14554.246489576064, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28034371643394196, "fast_rcnn/fg_cls_accuracy": 0.7032163742690059, "iteration": 11319, "loss_box_reg": 0.011421181668993086, "loss_cls": 0.043144141061929986, "loss_rpn_cls": 0.0009201722214129404, "loss_rpn_loc": 0.001983079928322695, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4926510937511921, "total_loss": 0.05616689140754261}
{"data_time": 0.003157772123813629, "eta_seconds": 14544.097438643686, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20982142857142855, "fast_rcnn/fg_cls_accuracy": 0.7345833333333334, "iteration": 11339, "loss_box_reg": 0.011262423795415089, "loss_cls": 0.04108795974752866, "loss_rpn_cls": 0.0012381307233226835, "loss_rpn_loc": 0.00230256438953802, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5074505796656013, "total_loss": 0.05572376797340439}
{"data_time": 0.0032251309603452682, "eta_seconds": 14549.240117431618, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17707362534948742, "fast_rcnn/fg_cls_accuracy": 0.8229263746505125, "iteration": 11359, "loss_box_reg": 0.011863589577842504, "loss_cls": 0.04174185678130016, "loss_rpn_cls": 0.0013594909308949354, "loss_rpn_loc": 0.002232470907983952, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5213572951033711, "total_loss": 0.05783282022713365}
{"data_time": 0.0033215638250112534, "eta_seconds": 14538.020357002504, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.30707070707070705, "fast_rcnn/fg_cls_accuracy": 0.6583979328165375, "iteration": 11379, "loss_box_reg": 0.01269946331740357, "loss_cls": 0.04337075894000009, "loss_rpn_cls": 0.0008225628588149902, "loss_rpn_loc": 0.0022071149687690195, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5014698039740324, "total_loss": 0.05965891182101757}
{"data_time": 0.003164331428706646, "eta_seconds": 14504.017049419694, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8009161381254404, "iteration": 11399, "loss_box_reg": 0.012778730742866173, "loss_cls": 0.04233904182910919, "loss_rpn_cls": 0.000709416151721598, "loss_rpn_loc": 0.0019334867101861164, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5009099477902055, "total_loss": 0.05978712488874294}
{"data_time": 0.0030437707901000977, "eta_seconds": 14517.702380192466, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24019088016967127, "fast_rcnn/fg_cls_accuracy": 0.7598091198303287, "iteration": 11419, "loss_box_reg": 0.012045827170368284, "loss_cls": 0.04048344711191021, "loss_rpn_cls": 0.0006244157738137801, "loss_rpn_loc": 0.0019484550539345946, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5337706608697772, "total_loss": 0.05449874415228351}
{"data_time": 0.003215271979570389, "eta_seconds": 14475.484951315448, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1335978835978836, "fast_rcnn/fg_cls_accuracy": 0.8474945533769063, "iteration": 11439, "loss_box_reg": 0.012041717767715454, "loss_cls": 0.04172572013339959, "loss_rpn_cls": 0.0009759874576502625, "loss_rpn_loc": 0.0022805961525591556, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4966482724994421, "total_loss": 0.059824381063094734}
{"data_time": 0.0031964564695954323, "eta_seconds": 14498.441471722908, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.22575516693163752, "fast_rcnn/fg_cls_accuracy": 0.7742448330683624, "iteration": 11459, "loss_box_reg": 0.011588545137783512, "loss_cls": 0.03894680683151819, "loss_rpn_cls": 0.001387139569089868, "loss_rpn_loc": 0.0020331903288024478, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5209379587322474, "total_loss": 0.05576598097604801}
{"data_time": 0.0032428083941340446, "eta_seconds": 14487.225414977409, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1727195945945946, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 11479, "loss_box_reg": 0.01202813713462092, "loss_cls": 0.04315790502005257, "loss_rpn_cls": 0.0011259110425498875, "loss_rpn_loc": 0.001820265326387016, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.508670711889863, "total_loss": 0.059947537785376426}
{"data_time": 0.003110777586698532, "eta_seconds": 14446.21055114828, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.21624713958810068, "fast_rcnn/fg_cls_accuracy": 0.7620137299771168, "iteration": 11499, "loss_box_reg": 0.012233156681759283, "loss_cls": 0.04603346326621249, "loss_rpn_cls": 0.0014594160760168506, "loss_rpn_loc": 0.0020609286475519184, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4885906660929322, "total_loss": 0.06209416000356782}
{"data_time": 0.003270532935857773, "eta_seconds": 14432.208549509756, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36903499469777307, "fast_rcnn/fg_cls_accuracy": 0.6309650053022269, "iteration": 11519, "loss_box_reg": 0.011843269196106121, "loss_cls": 0.040680240461369976, "loss_rpn_cls": 0.0007956951501455478, "loss_rpn_loc": 0.0017938490709639154, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.507123114541173, "total_loss": 0.055330934057906234}
{"data_time": 0.0031906431540846825, "eta_seconds": 14433.020846947096, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23669467787114845, "fast_rcnn/fg_cls_accuracy": 0.7633053221288515, "iteration": 11539, "loss_box_reg": 0.01233715534908697, "loss_cls": 0.04179868890787475, "loss_rpn_cls": 0.0010843334450783004, "loss_rpn_loc": 0.0022123764392745215, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5041341092437506, "total_loss": 0.058604943950967936}
{"data_time": 0.0031026294454932213, "eta_seconds": 14432.173400002532, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35212765957446807, "fast_rcnn/fg_cls_accuracy": 0.627872340425532, "iteration": 11559, "loss_box_reg": 0.012387429043883458, "loss_cls": 0.04162296501453966, "loss_rpn_cls": 0.0008936611268381967, "loss_rpn_loc": 0.002132163484930061, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5019687535241246, "total_loss": 0.057992894471055934}
{"data_time": 0.003406604751944542, "eta_seconds": 14437.945300626568, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24816849816849818, "fast_rcnn/fg_cls_accuracy": 0.721474358974359, "iteration": 11579, "loss_box_reg": 0.012273041065782309, "loss_cls": 0.03933115434483625, "loss_rpn_cls": 0.001345159470361068, "loss_rpn_loc": 0.00244148304045666, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.521182999946177, "total_loss": 0.058500766793486036}
{"data_time": 0.0032541556283831596, "eta_seconds": 14427.78524622973, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16538789428815004, "fast_rcnn/fg_cls_accuracy": 0.8279370952821461, "iteration": 11599, "loss_box_reg": 0.011703936295816675, "loss_cls": 0.03902142494916916, "loss_rpn_cls": 0.0007076260469602857, "loss_rpn_loc": 0.001966120584256714, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5042121019214392, "total_loss": 0.05768222373359322}
{"data_time": 0.003458423539996147, "eta_seconds": 14404.444915425032, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.28736710444027513, "fast_rcnn/fg_cls_accuracy": 0.6984861227922624, "iteration": 11619, "loss_box_reg": 0.011957238311879337, "loss_cls": 0.03993458644254133, "loss_rpn_cls": 0.0009624200291113993, "loss_rpn_loc": 0.0021692828631785233, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5072910357266665, "total_loss": 0.05638698713161716}
{"data_time": 0.003225475549697876, "eta_seconds": 14392.620632682927, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22415329768270945, "fast_rcnn/fg_cls_accuracy": 0.7537878787878788, "iteration": 11639, "loss_box_reg": 0.011477239313535392, "loss_cls": 0.041173664038069546, "loss_rpn_cls": 0.0011318010296861303, "loss_rpn_loc": 0.0021013246332586277, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5122002819553018, "total_loss": 0.057406571428373354}
{"data_time": 0.003390159457921982, "eta_seconds": 14400.751374880783, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.29583333333333334, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 11659, "loss_box_reg": 0.01185408775927499, "loss_cls": 0.04469633678672835, "loss_rpn_cls": 0.000824856095874793, "loss_rpn_loc": 0.0022758949162380304, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5308613497763872, "total_loss": 0.06025012339409841}
{"data_time": 0.0031875353306531906, "eta_seconds": 14408.119714358822, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19782608695652176, "fast_rcnn/fg_cls_accuracy": 0.7783783783783784, "iteration": 11679, "loss_box_reg": 0.012753407878335565, "loss_cls": 0.045745663868729025, "loss_rpn_cls": 0.001203905749207479, "loss_rpn_loc": 0.002079664380289614, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5236587515100837, "total_loss": 0.06311617727919838}
{"data_time": 0.0032634101808071136, "eta_seconds": 14380.42640205007, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20248538011695905, "fast_rcnn/fg_cls_accuracy": 0.797514619883041, "iteration": 11699, "loss_box_reg": 0.011549640592420474, "loss_cls": 0.04187440944951959, "loss_rpn_cls": 0.0011356031077980333, "loss_rpn_loc": 0.0018016251888184343, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5088041760027409, "total_loss": 0.05723813262494559}
{"data_time": 0.002959584817290306, "eta_seconds": 14370.263915634714, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2583148558758315, "fast_rcnn/fg_cls_accuracy": 0.7416851441241685, "iteration": 11719, "loss_box_reg": 0.011685072822729126, "loss_cls": 0.041734417085535824, "loss_rpn_cls": 0.0013957239006003874, "loss_rpn_loc": 0.0021860841570742195, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5071104811504483, "total_loss": 0.05750261112120825}
{"data_time": 0.0033573275431990623, "eta_seconds": 14368.716710975394, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.28708791208791207, "fast_rcnn/fg_cls_accuracy": 0.7129120879120879, "iteration": 11739, "loss_box_reg": 0.012145933869760484, "loss_cls": 0.04367224563611671, "loss_rpn_cls": 0.000821782769719448, "loss_rpn_loc": 0.0021595587313640863, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5099047888070345, "total_loss": 0.05853727738150383}
{"data_time": 0.003258214332163334, "eta_seconds": 14349.938942804001, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23206521739130437, "fast_rcnn/fg_cls_accuracy": 0.7679347826086957, "iteration": 11759, "loss_box_reg": 0.011947021703235805, "loss_cls": 0.041287700296379626, "loss_rpn_cls": 0.0008493006470757791, "loss_rpn_loc": 0.0020539124780043494, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49828065000474453, "total_loss": 0.056058263741704195}
{"data_time": 0.003129970282316208, "eta_seconds": 14334.50259139482, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18532560214094557, "fast_rcnn/fg_cls_accuracy": 0.8085653753026635, "iteration": 11779, "loss_box_reg": 0.011689513630699366, "loss_cls": 0.03876548929838464, "loss_rpn_cls": 0.0010587414752762925, "loss_rpn_loc": 0.0020680348279711325, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5198249304667115, "total_loss": 0.053030581481309014}
{"data_time": 0.0033015450462698936, "eta_seconds": 14329.613969973288, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 11799, "loss_box_reg": 0.011853739124489948, "loss_cls": 0.042763830977492034, "loss_rpn_cls": 0.000632198240168691, "loss_rpn_loc": 0.0024106154996843543, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5210040910169482, "total_loss": 0.060110218777396085}
{"data_time": 0.0031574564054608345, "eta_seconds": 14334.473311035894, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.439792663476874, "fast_rcnn/fg_cls_accuracy": 0.5248538011695907, "iteration": 11819, "loss_box_reg": 0.012473878305172548, "loss_cls": 0.040072414791211486, "loss_rpn_cls": 0.0006625838329910039, "loss_rpn_loc": 0.0021468563754751813, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5097310803830624, "total_loss": 0.05805797302106441}
{"data_time": 0.0032877353951334953, "eta_seconds": 14308.793962989002, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27157894736842103, "fast_rcnn/fg_cls_accuracy": 0.7284210526315789, "iteration": 11839, "loss_box_reg": 0.01118888656492345, "loss_cls": 0.04280003882013261, "loss_rpn_cls": 0.001111899494219415, "loss_rpn_loc": 0.0017880992745631374, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5002300906926394, "total_loss": 0.057270354403101464}
{"data_time": 0.003309616819024086, "eta_seconds": 14280.975185089745, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3060200668896321, "fast_rcnn/fg_cls_accuracy": 0.6939799331103679, "iteration": 11859, "loss_box_reg": 0.011473017046228051, "loss_cls": 0.04099223230150528, "loss_rpn_cls": 0.0008773739672847114, "loss_rpn_loc": 0.0017785571399144828, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4797399016097188, "total_loss": 0.055549348557974554}
{"data_time": 0.0033013522624969482, "eta_seconds": 14270.82559894491, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28332145402708486, "fast_rcnn/fg_cls_accuracy": 0.7070877531340405, "iteration": 11879, "loss_box_reg": 0.011685044533805922, "loss_cls": 0.04417812102474272, "loss_rpn_cls": 0.0010280315013915242, "loss_rpn_loc": 0.0019539643290045206, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5002870932221413, "total_loss": 0.06027963758117494}
{"data_time": 0.003297998569905758, "eta_seconds": 14266.75566300843, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16228893058161353, "fast_rcnn/fg_cls_accuracy": 0.8170163170163169, "iteration": 11899, "loss_box_reg": 0.011625749175436795, "loss_cls": 0.040889008436352015, "loss_rpn_cls": 0.001014832347209449, "loss_rpn_loc": 0.0022013869529473595, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.517892250791192, "total_loss": 0.05662990683711655}
{"data_time": 0.003220577724277973, "eta_seconds": 14252.18342095241, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3012581547064306, "fast_rcnn/fg_cls_accuracy": 0.6826056826056826, "iteration": 11919, "loss_box_reg": 0.011200633249245584, "loss_cls": 0.04156191350193694, "loss_rpn_cls": 0.0009344992021738108, "loss_rpn_loc": 0.0022983463313721586, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5090710883960128, "total_loss": 0.057618174703975455}
{"data_time": 0.0032791011035442352, "eta_seconds": 14237.97009652853, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33162393162393167, "fast_rcnn/fg_cls_accuracy": 0.6683760683760684, "iteration": 11939, "loss_box_reg": 0.012468447792343795, "loss_cls": 0.044808325939811766, "loss_rpn_cls": 0.001781704939617157, "loss_rpn_loc": 0.00208007335459115, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49224837124347687, "total_loss": 0.06232614013225657}
{"data_time": 0.003228374756872654, "eta_seconds": 14227.822225749493, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23820754716981132, "fast_rcnn/fg_cls_accuracy": 0.739733629300777, "iteration": 11959, "loss_box_reg": 0.012239570321980864, "loss_cls": 0.04185058333678171, "loss_rpn_cls": 0.0008642252417416785, "loss_rpn_loc": 0.0020044951161253266, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5078975968062878, "total_loss": 0.05801675767276038}
{"data_time": 0.0034530935809016228, "eta_seconds": 14221.731122057885, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.24444444444444444, "fast_rcnn/fg_cls_accuracy": 0.7555555555555555, "iteration": 11979, "loss_box_reg": 0.012961541186086833, "loss_cls": 0.04146759188733995, "loss_rpn_cls": 0.0006915750682310318, "loss_rpn_loc": 0.0020845647868554806, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5193604985252023, "total_loss": 0.05845467747667499}
{"data_time": 0.003406963311135769, "eta_seconds": 14207.526484191418, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2447089947089947, "fast_rcnn/fg_cls_accuracy": 0.7552910052910053, "iteration": 11999, "loss_box_reg": 0.01192460855236277, "loss_cls": 0.04278013907605782, "loss_rpn_cls": 0.0013240040493656124, "loss_rpn_loc": 0.0018033056621789, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49527612794190645, "total_loss": 0.058355077751883755}
{"data_time": 0.0031131701543927193, "eta_seconds": 14199.778495931067, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 12019, "loss_box_reg": 0.011929328320547938, "loss_cls": 0.04154027398908511, "loss_rpn_cls": 0.001519894087891771, "loss_rpn_loc": 0.0019617789876065217, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5016590347513556, "total_loss": 0.05604788740615163}
{"data_time": 0.003316933289170265, "eta_seconds": 14182.348526064306, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23197831978319783, "fast_rcnn/fg_cls_accuracy": 0.7394799054373522, "iteration": 12039, "loss_box_reg": 0.01175312977284193, "loss_cls": 0.04248358466429636, "loss_rpn_cls": 0.0011821980687471978, "loss_rpn_loc": 0.0019547259907994885, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4937342619523406, "total_loss": 0.05720109959304409}
{"data_time": 0.0032037971541285515, "eta_seconds": 14172.2041474469, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15130718954248368, "fast_rcnn/fg_cls_accuracy": 0.8196581196581196, "iteration": 12059, "loss_box_reg": 0.01136402110569179, "loss_cls": 0.039281182922422886, "loss_rpn_cls": 0.0005037200805872999, "loss_rpn_loc": 0.0022527217915921938, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5184053778648376, "total_loss": 0.05640517100187026}
{"data_time": 0.003263182006776333, "eta_seconds": 14153.288334516808, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24730603448275862, "fast_rcnn/fg_cls_accuracy": 0.7526939655172413, "iteration": 12079, "loss_box_reg": 0.011775382386986166, "loss_cls": 0.04304112555109896, "loss_rpn_cls": 0.001472920691071522, "loss_rpn_loc": 0.0022297014638752444, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5031150048598647, "total_loss": 0.05926902888623431}
{"data_time": 0.0030723856762051582, "eta_seconds": 14142.090473582968, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15966386554621848, "fast_rcnn/fg_cls_accuracy": 0.8403361344537814, "iteration": 12099, "loss_box_reg": 0.011447532917372882, "loss_cls": 0.04190898936940357, "loss_rpn_cls": 0.0013889682230825429, "loss_rpn_loc": 0.001819671244447818, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5086767515167594, "total_loss": 0.05649960631950535}
{"data_time": 0.0032196473330259323, "eta_seconds": 14133.012143356726, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2391304347826087, "fast_rcnn/fg_cls_accuracy": 0.7608695652173914, "iteration": 12119, "loss_box_reg": 0.011831730982521549, "loss_cls": 0.03912989827222191, "loss_rpn_cls": 0.000997424396871338, "loss_rpn_loc": 0.0018931877639261074, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5193617325276136, "total_loss": 0.05442884412494209}
{"data_time": 0.003284791484475136, "eta_seconds": 14128.240967019461, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22478991596638653, "fast_rcnn/fg_cls_accuracy": 0.7752100840336134, "iteration": 12139, "loss_box_reg": 0.011569811962544918, "loss_cls": 0.0416389592573978, "loss_rpn_cls": 0.0010597444284030644, "loss_rpn_loc": 0.0017581912361492869, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5081152776256204, "total_loss": 0.05609943025353914}
{"data_time": 0.003331681713461876, "eta_seconds": 14128.731392917223, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29322638146167557, "fast_rcnn/fg_cls_accuracy": 0.7067736185383244, "iteration": 12159, "loss_box_reg": 0.012332352809607983, "loss_cls": 0.04195831800461747, "loss_rpn_cls": 0.0010835089601641812, "loss_rpn_loc": 0.0021531000602408312, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.51833775639534, "total_loss": 0.05783502085773762}
{"data_time": 0.0032634343951940536, "eta_seconds": 14115.21240215376, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24212962962962964, "fast_rcnn/fg_cls_accuracy": 0.7578703703703704, "iteration": 12179, "loss_box_reg": 0.01182440810953267, "loss_cls": 0.041951721301302314, "loss_rpn_cls": 0.0008844323851917579, "loss_rpn_loc": 0.0018137203369406052, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5008315416052938, "total_loss": 0.05635580214999436}
{"data_time": 0.0032002879306674004, "eta_seconds": 14108.432220627554, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1839323467230444, "fast_rcnn/fg_cls_accuracy": 0.8112320633349827, "iteration": 12199, "loss_box_reg": 0.011784222791902721, "loss_cls": 0.039645488606765866, "loss_rpn_cls": 0.0008916826388940535, "loss_rpn_loc": 0.0024378512098337524, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5082300147041678, "total_loss": 0.055258222564134485}
{"data_time": 0.0034818481653928757, "eta_seconds": 14111.010116280057, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16823529411764707, "fast_rcnn/fg_cls_accuracy": 0.831764705882353, "iteration": 12219, "loss_box_reg": 0.011461222340585664, "loss_cls": 0.03886542821419425, "loss_rpn_cls": 0.0011177153542121232, "loss_rpn_loc": 0.0021998192969476804, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5185936512425542, "total_loss": 0.05511178818983353}
{"data_time": 0.0031983163207769394, "eta_seconds": 14104.28008062113, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.20321637426900585, "fast_rcnn/fg_cls_accuracy": 0.7967836257309941, "iteration": 12239, "loss_box_reg": 0.01098268135683611, "loss_cls": 0.04309353791177273, "loss_rpn_cls": 0.0008088666017442847, "loss_rpn_loc": 0.0019932057857658947, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257218489423394, "total_loss": 0.05767148020059665}
{"data_time": 0.0032571926712989807, "eta_seconds": 14086.112987006083, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25462962962962965, "fast_rcnn/fg_cls_accuracy": 0.7453703703703703, "iteration": 12259, "loss_box_reg": 0.01135828549740836, "loss_cls": 0.04040742921642959, "loss_rpn_cls": 0.0008191101126158173, "loss_rpn_loc": 0.0019548743912309874, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49285436514765024, "total_loss": 0.05585202956194735}
{"data_time": 0.0032943226397037506, "eta_seconds": 14075.957539843395, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2837941628264209, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 12279, "loss_box_reg": 0.011627447966020554, "loss_cls": 0.04382119560614228, "loss_rpn_cls": 0.0011983865196611987, "loss_rpn_loc": 0.002206786459282739, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4956884244456887, "total_loss": 0.05908019646756202}
{"data_time": 0.0031457897275686264, "eta_seconds": 14070.375120804645, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7735042735042735, "iteration": 12299, "loss_box_reg": 0.01159318775171414, "loss_cls": 0.041181827371474355, "loss_rpn_cls": 0.0009718756357415259, "loss_rpn_loc": 0.0019948751069023274, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5255477959290147, "total_loss": 0.05464793478961383}
{"data_time": 0.0033420380204916, "eta_seconds": 14065.244852389209, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33014354066985646, "fast_rcnn/fg_cls_accuracy": 0.6698564593301435, "iteration": 12319, "loss_box_reg": 0.012070198019500822, "loss_cls": 0.04251703782938421, "loss_rpn_cls": 0.0008041022164206879, "loss_rpn_loc": 0.001970173827430699, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5046558678150177, "total_loss": 0.057285777980268904}
{"data_time": 0.0033067911863327026, "eta_seconds": 14055.082470356487, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21185185185185185, "fast_rcnn/fg_cls_accuracy": 0.7881481481481482, "iteration": 12339, "loss_box_reg": 0.012247803475474939, "loss_cls": 0.04181340435752645, "loss_rpn_cls": 0.0007516101011546539, "loss_rpn_loc": 0.0023347438691416755, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5068291202187538, "total_loss": 0.05782529379365542}
{"data_time": 0.0032463911920785904, "eta_seconds": 14035.335751192644, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2822368421052632, "fast_rcnn/fg_cls_accuracy": 0.7177631578947368, "iteration": 12359, "loss_box_reg": 0.011707705853041261, "loss_cls": 0.0405696218367666, "loss_rpn_cls": 0.0014307031804037251, "loss_rpn_loc": 0.0020151104781689355, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5053861802443862, "total_loss": 0.05439448925687884}
{"data_time": 0.0031596003100275993, "eta_seconds": 14033.151547380723, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.18210526315789471, "fast_rcnn/fg_cls_accuracy": 0.8178947368421052, "iteration": 12379, "loss_box_reg": 0.011577659024624154, "loss_cls": 0.040642550273332745, "loss_rpn_cls": 0.0010600190367426876, "loss_rpn_loc": 0.002042842796072364, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5129318227991462, "total_loss": 0.054036872245717404}
{"data_time": 0.0030965786427259445, "eta_seconds": 14022.99032834638, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.291025641025641, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 12399, "loss_box_reg": 0.011018877412425354, "loss_cls": 0.042308397591114044, "loss_rpn_cls": 0.0007865223394674103, "loss_rpn_loc": 0.002116325980750844, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5033661695197225, "total_loss": 0.05551902319018609}
{"data_time": 0.0033177705481648445, "eta_seconds": 13996.786773034371, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3708827404479578, "fast_rcnn/fg_cls_accuracy": 0.6291172595520422, "iteration": 12419, "loss_box_reg": 0.011790991498855874, "loss_cls": 0.042894544458249584, "loss_rpn_cls": 0.0010800073500831786, "loss_rpn_loc": 0.0015968851221259683, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5018889671191573, "total_loss": 0.05776745049712417}
{"data_time": 0.003182400017976761, "eta_seconds": 13988.347663166933, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2579559363525092, "fast_rcnn/fg_cls_accuracy": 0.7420440636474908, "iteration": 12439, "loss_box_reg": 0.011700566945364699, "loss_cls": 0.041274144081398845, "loss_rpn_cls": 0.001263814923731843, "loss_rpn_loc": 0.0020522134745988296, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5019313301891088, "total_loss": 0.058468832654227754}
{"data_time": 0.003207532688975334, "eta_seconds": 13976.487600744702, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23183673469387756, "fast_rcnn/fg_cls_accuracy": 0.7681632653061224, "iteration": 12459, "loss_box_reg": 0.011695892695570365, "loss_cls": 0.04260141198756173, "loss_rpn_cls": 0.0009360562992810628, "loss_rpn_loc": 0.0018891224717663135, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5086621008813381, "total_loss": 0.05738896044726971}
{"data_time": 0.003121243789792061, "eta_seconds": 13963.004943016917, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1513911620294599, "fast_rcnn/fg_cls_accuracy": 0.8486088379705401, "iteration": 12479, "loss_box_reg": 0.010959513951092958, "loss_cls": 0.03981643862789497, "loss_rpn_cls": 0.0014290764130464595, "loss_rpn_loc": 0.002144153766494128, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5054588299244642, "total_loss": 0.05415544570109887}
{"data_time": 0.003249949775636196, "eta_seconds": 13958.214976248331, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2901580826109128, "fast_rcnn/fg_cls_accuracy": 0.7098419173890872, "iteration": 12499, "loss_box_reg": 0.011620119330473244, "loss_cls": 0.04361350293038413, "loss_rpn_cls": 0.0005355116559258022, "loss_rpn_loc": 0.001971188248717226, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047511225566268, "total_loss": 0.056775003342366404}
{"data_time": 0.003308311104774475, "eta_seconds": 13948.287400280125, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.25396825396825395, "fast_rcnn/fg_cls_accuracy": 0.746031746031746, "iteration": 12519, "loss_box_reg": 0.011407261859858409, "loss_cls": 0.04139340063557029, "loss_rpn_cls": 0.001072012121710486, "loss_rpn_loc": 0.0021767768303107005, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5216721659526229, "total_loss": 0.05585961581766696}
{"data_time": 0.0033183498308062553, "eta_seconds": 13940.158601432107, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.311046511627907, "fast_rcnn/fg_cls_accuracy": 0.688953488372093, "iteration": 12539, "loss_box_reg": 0.011678042763378471, "loss_cls": 0.0421105946006719, "loss_rpn_cls": 0.0008628054779364902, "loss_rpn_loc": 0.0020178572958684526, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5160154839977622, "total_loss": 0.05613947890515192}
{"data_time": 0.003411044366657734, "eta_seconds": 13937.601785874926, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 12559, "loss_box_reg": 0.011282013671007007, "loss_cls": 0.04267165108467452, "loss_rpn_cls": 0.0011419735671154285, "loss_rpn_loc": 0.002580895317805698, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5162532040849328, "total_loss": 0.05749927281090095}
{"data_time": 0.0031888168305158615, "eta_seconds": 13921.939367409796, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2137735849056604, "fast_rcnn/fg_cls_accuracy": 0.7862264150943397, "iteration": 12579, "loss_box_reg": 0.012444188731024042, "loss_cls": 0.04308054654393345, "loss_rpn_cls": 0.0009341811409626644, "loss_rpn_loc": 0.0016138206992764026, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058873938396573, "total_loss": 0.05834669934694148}
{"data_time": 0.003500816412270069, "eta_seconds": 13909.700514833443, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 12599, "loss_box_reg": 0.011078046663897112, "loss_cls": 0.039138298539910465, "loss_rpn_cls": 0.000907474750874826, "loss_rpn_loc": 0.00214320073791896, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4956247443333268, "total_loss": 0.054830260660082786}
{"data_time": 0.0031439485028386116, "eta_seconds": 13910.50887088012, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2261178861788618, "fast_rcnn/fg_cls_accuracy": 0.7738821138211383, "iteration": 12619, "loss_box_reg": 0.011614281247602776, "loss_cls": 0.042611649638274685, "loss_rpn_cls": 0.0011902378156491977, "loss_rpn_loc": 0.0018079591427522246, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5195620320737362, "total_loss": 0.058249077305333685}
{"data_time": 0.003356807865202427, "eta_seconds": 13896.968859127723, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.17708333333333331, "fast_rcnn/fg_cls_accuracy": 0.8066666666666666, "iteration": 12639, "loss_box_reg": 0.011788975447416306, "loss_cls": 0.04144624649779871, "loss_rpn_cls": 0.0008165392302998953, "loss_rpn_loc": 0.002414885278994916, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4949121968820691, "total_loss": 0.05706023769926105}
{"data_time": 0.0031965505331754684, "eta_seconds": 13881.322498973459, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25625625625625625, "fast_rcnn/fg_cls_accuracy": 0.7437437437437437, "iteration": 12659, "loss_box_reg": 0.012006100383587182, "loss_cls": 0.04388823112822138, "loss_rpn_cls": 0.0016504099451708498, "loss_rpn_loc": 0.002224627216492081, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5241898130625486, "total_loss": 0.0602367808860933}
{"data_time": 0.002951250411570072, "eta_seconds": 13869.08973270189, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1943573667711599, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 12679, "loss_box_reg": 0.01230623380979523, "loss_cls": 0.040998963406309485, "loss_rpn_cls": 0.0015210097999158734, "loss_rpn_loc": 0.002072765584671288, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191294113174081, "total_loss": 0.0566023986041273}
{"data_time": 0.0033162813633680344, "eta_seconds": 13851.259517982602, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.265, "fast_rcnn/fg_cls_accuracy": 0.735, "iteration": 12699, "loss_box_reg": 0.011484000366181135, "loss_cls": 0.04282775870524347, "loss_rpn_cls": 0.001143055537085047, "loss_rpn_loc": 0.002360418195166858, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5031005265191197, "total_loss": 0.05738558903735225}
{"data_time": 0.003059474751353264, "eta_seconds": 13844.165223472752, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2558139534883721, "fast_rcnn/fg_cls_accuracy": 0.7325581395348837, "iteration": 12719, "loss_box_reg": 0.012763696286128834, "loss_cls": 0.0440253087435849, "loss_rpn_cls": 0.001008492661242144, "loss_rpn_loc": 0.0019221525180910248, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5078091016039252, "total_loss": 0.06045016683231097}
{"data_time": 0.0033124517649412155, "eta_seconds": 13834.015914265998, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17192118226600986, "fast_rcnn/fg_cls_accuracy": 0.822884012539185, "iteration": 12739, "loss_box_reg": 0.011451907979790121, "loss_cls": 0.04141463848645799, "loss_rpn_cls": 0.0012124833477287211, "loss_rpn_loc": 0.0020616510264517274, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.501401150599122, "total_loss": 0.05466548055170506}
{"data_time": 0.003073154017329216, "eta_seconds": 13823.866605059244, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24081020255063768, "fast_rcnn/fg_cls_accuracy": 0.7591897974493623, "iteration": 12759, "loss_box_reg": 0.011529311363119632, "loss_cls": 0.04146542015951127, "loss_rpn_cls": 0.0011349717379687263, "loss_rpn_loc": 0.002176741701987339, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49183520022779703, "total_loss": 0.05749167037836855}
{"data_time": 0.0032016104087233543, "eta_seconds": 13813.71729585249, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28829787234042553, "fast_rcnn/fg_cls_accuracy": 0.7117021276595745, "iteration": 12779, "loss_box_reg": 0.011642442812444642, "loss_cls": 0.040986673440784216, "loss_rpn_cls": 0.0012819320718904237, "loss_rpn_loc": 0.0022997162814135663, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5140751050785184, "total_loss": 0.05732457528017676}
{"data_time": 0.003418438136577606, "eta_seconds": 13800.524162068963, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22545244512899498, "fast_rcnn/fg_cls_accuracy": 0.7683714001986097, "iteration": 12799, "loss_box_reg": 0.012068958283634856, "loss_cls": 0.0398097435827367, "loss_rpn_cls": 0.0012974928492894833, "loss_rpn_loc": 0.0020024807563459035, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49798418022692204, "total_loss": 0.05491113329196651}
{"data_time": 0.0032127993181347847, "eta_seconds": 13790.377090886235, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2079124579124579, "fast_rcnn/fg_cls_accuracy": 0.7920875420875421, "iteration": 12819, "loss_box_reg": 0.011780214728787541, "loss_cls": 0.04349093564087525, "loss_rpn_cls": 0.0007343650356688158, "loss_rpn_loc": 0.002131134988303529, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5239948043599725, "total_loss": 0.05715628604889389}
{"data_time": 0.0033033564686775208, "eta_seconds": 13785.646957197227, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2835365853658537, "fast_rcnn/fg_cls_accuracy": 0.6806196440342782, "iteration": 12839, "loss_box_reg": 0.011809069488663226, "loss_cls": 0.047175815008813515, "loss_rpn_cls": 0.0016664893748270515, "loss_rpn_loc": 0.001795579693862237, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5141619276255369, "total_loss": 0.06278515982069166}
{"data_time": 0.0031970199197530746, "eta_seconds": 13778.621907058172, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3894871794871795, "fast_rcnn/fg_cls_accuracy": 0.6105128205128205, "iteration": 12859, "loss_box_reg": 0.011711077444488183, "loss_cls": 0.04191177565371618, "loss_rpn_cls": 0.0008070903248835748, "loss_rpn_loc": 0.0017372740621794946, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5051674656569958, "total_loss": 0.056672571993672705}
{"data_time": 0.0029520895332098007, "eta_seconds": 13773.402064696886, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2960402262727844, "fast_rcnn/fg_cls_accuracy": 0.7039597737272156, "iteration": 12879, "loss_box_reg": 0.011322544276481494, "loss_cls": 0.042470528453122824, "loss_rpn_cls": 0.0010178035078070025, "loss_rpn_loc": 0.002003173005505232, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089108105748892, "total_loss": 0.05814239458231896}
{"data_time": 0.0030311625450849533, "eta_seconds": 13755.414171063341, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.18210955710955712, "fast_rcnn/fg_cls_accuracy": 0.8178904428904429, "iteration": 12899, "loss_box_reg": 0.011870187794556841, "loss_cls": 0.04216954065486789, "loss_rpn_cls": 0.00048808674364408944, "loss_rpn_loc": 0.002019277768340544, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4791652662679553, "total_loss": 0.05594074813984662}
{"data_time": 0.003120976500213146, "eta_seconds": 13746.348945826292, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.19444444444444442, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 12919, "loss_box_reg": 0.011510369426105171, "loss_cls": 0.044485918449936435, "loss_rpn_cls": 0.0015560282343471954, "loss_rpn_loc": 0.0019390572015254293, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156881427392364, "total_loss": 0.058261061427856475}
{"data_time": 0.0031760577112436295, "eta_seconds": 13755.306026464328, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29124860646599776, "fast_rcnn/fg_cls_accuracy": 0.7087513935340022, "iteration": 12939, "loss_box_reg": 0.011999858194030821, "loss_cls": 0.04130141276982613, "loss_rpn_cls": 0.0013615237983231054, "loss_rpn_loc": 0.0021346843532228377, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208908431231976, "total_loss": 0.05676479042654137}
{"data_time": 0.0031345076858997345, "eta_seconds": 13749.03469393868, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22603516732841747, "fast_rcnn/fg_cls_accuracy": 0.7560975609756098, "iteration": 12959, "loss_box_reg": 0.011070765787735581, "loss_cls": 0.04165410596760921, "loss_rpn_cls": 0.0012082104308319686, "loss_rpn_loc": 0.001892093183414545, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5107453363016248, "total_loss": 0.05730527186415202}
{"data_time": 0.0031949738040566444, "eta_seconds": 13731.4529341897, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.23721227621483376, "fast_rcnn/fg_cls_accuracy": 0.7627877237851662, "iteration": 12979, "loss_box_reg": 0.011417156987590715, "loss_cls": 0.03919836028944701, "loss_rpn_cls": 0.0014305379982602062, "loss_rpn_loc": 0.0019167945974913891, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5172834219411016, "total_loss": 0.0550895867625627}
{"data_time": 0.0032389769330620766, "eta_seconds": 13728.696637366898, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29816849816849816, "fast_rcnn/fg_cls_accuracy": 0.7018315018315018, "iteration": 12999, "loss_box_reg": 0.010804753168486059, "loss_cls": 0.04020477217272855, "loss_rpn_cls": 0.0011699440399013383, "loss_rpn_loc": 0.0018068033823510632, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5068833427503705, "total_loss": 0.055410137228022904}
{"data_time": 0.0032394984737038612, "eta_seconds": 13729.742015749216, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 13019, "loss_box_reg": 0.01161037411657162, "loss_cls": 0.041671732265967876, "loss_rpn_cls": 0.0014217728777907723, "loss_rpn_loc": 0.002135545917553827, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185288535431027, "total_loss": 0.05695353879173126}
{"data_time": 0.003267936408519745, "eta_seconds": 13741.8935242882, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3268398268398268, "fast_rcnn/fg_cls_accuracy": 0.6608751608751608, "iteration": 13039, "loss_box_reg": 0.011194321559742093, "loss_cls": 0.042573740473017097, "loss_rpn_cls": 0.0006951616579158326, "loss_rpn_loc": 0.002268374795676209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5157925244420767, "total_loss": 0.05735657262442828}
{"data_time": 0.0032427767291665077, "eta_seconds": 13733.79319250863, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22250639386189258, "fast_rcnn/fg_cls_accuracy": 0.7415458937198067, "iteration": 13059, "loss_box_reg": 0.011837549885967746, "loss_cls": 0.04534804972354323, "loss_rpn_cls": 0.0011688903657613992, "loss_rpn_loc": 0.001884306602732977, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196021953597665, "total_loss": 0.06185683856642754}
{"data_time": 0.0032465560361742973, "eta_seconds": 13737.029302362353, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7947368421052632, "iteration": 13079, "loss_box_reg": 0.011172510654432699, "loss_cls": 0.038225875759962946, "loss_rpn_cls": 0.001350772012415291, "loss_rpn_loc": 0.0022849962006148417, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5235271537676454, "total_loss": 0.052041382754623555}
{"data_time": 0.003124670125544071, "eta_seconds": 13721.360796879977, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2791666666666667, "fast_rcnn/fg_cls_accuracy": 0.7208333333333333, "iteration": 13099, "loss_box_reg": 0.01193364811479114, "loss_cls": 0.04069827115745284, "loss_rpn_cls": 0.0008796054212609761, "loss_rpn_loc": 0.001967964391951682, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5051017394289374, "total_loss": 0.0550299676881707}
{"data_time": 0.0033193137496709824, "eta_seconds": 13693.927561016753, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26843910806174953, "fast_rcnn/fg_cls_accuracy": 0.7315608919382504, "iteration": 13119, "loss_box_reg": 0.011713029816746712, "loss_cls": 0.04357759020058438, "loss_rpn_cls": 0.0009033378258607172, "loss_rpn_loc": 0.0018263007386849495, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.500568812713027, "total_loss": 0.057322934979922024}
{"data_time": 0.0033209770917892456, "eta_seconds": 13677.450494554825, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3337187789084181, "fast_rcnn/fg_cls_accuracy": 0.6662812210915818, "iteration": 13139, "loss_box_reg": 0.01202419211040251, "loss_cls": 0.03904956128099002, "loss_rpn_cls": 0.0009723752314343415, "loss_rpn_loc": 0.0017886241621454246, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49336195830255747, "total_loss": 0.05492479151208585}
{"data_time": 0.0031464453786611557, "eta_seconds": 13673.550450699404, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.37924528301886795, "fast_rcnn/fg_cls_accuracy": 0.620754716981132, "iteration": 13159, "loss_box_reg": 0.011659617885015905, "loss_cls": 0.04431984116672538, "loss_rpn_cls": 0.0009306566381042103, "loss_rpn_loc": 0.0017918564153660554, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5262767551466823, "total_loss": 0.05914774448498861}
{"data_time": 0.003289029933512211, "eta_seconds": 13671.932815867476, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1953781512605042, "fast_rcnn/fg_cls_accuracy": 0.8046218487394958, "iteration": 13179, "loss_box_reg": 0.011054004600737244, "loss_cls": 0.03918378928210586, "loss_rpn_cls": 0.0014426607964423965, "loss_rpn_loc": 0.0019686954728967976, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5142730362713337, "total_loss": 0.05375008156840977}
{"data_time": 0.0033215219154953957, "eta_seconds": 13660.342284946702, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17418546365914786, "fast_rcnn/fg_cls_accuracy": 0.8110119047619048, "iteration": 13199, "loss_box_reg": 0.011449972400441766, "loss_cls": 0.0432809256890323, "loss_rpn_cls": 0.0009816396463406818, "loss_rpn_loc": 0.0016434767094324343, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5037541380152106, "total_loss": 0.05740821848678479}
{"data_time": 0.0030349334701895714, "eta_seconds": 13631.566651666537, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27134146341463417, "fast_rcnn/fg_cls_accuracy": 0.7220795892169447, "iteration": 13219, "loss_box_reg": 0.01164786223671399, "loss_cls": 0.04462505836272612, "loss_rpn_cls": 0.0012357600012364856, "loss_rpn_loc": 0.001938761326528038, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5043252566829324, "total_loss": 0.059494555054811826}
{"data_time": 0.0030866526067256927, "eta_seconds": 13625.619267752394, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20998174071819842, "fast_rcnn/fg_cls_accuracy": 0.7810232220609579, "iteration": 13239, "loss_box_reg": 0.01149314979556948, "loss_cls": 0.038550990022486076, "loss_rpn_cls": 0.0009770379871838486, "loss_rpn_loc": 0.001997801591642201, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5195184964686632, "total_loss": 0.053031905894158626}
{"data_time": 0.003216426819562912, "eta_seconds": 13611.20659543015, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29411764705882354, "fast_rcnn/fg_cls_accuracy": 0.7058823529411765, "iteration": 13259, "loss_box_reg": 0.011541498766746372, "loss_cls": 0.0427104338305071, "loss_rpn_cls": 0.001154391792624665, "loss_rpn_loc": 0.0019228200744692003, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4897329267114401, "total_loss": 0.05935518784190208}
{"data_time": 0.003307003527879715, "eta_seconds": 13612.419119747356, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24790697674418605, "fast_rcnn/fg_cls_accuracy": 0.752093023255814, "iteration": 13279, "loss_box_reg": 0.011054772301577032, "loss_cls": 0.041059735405724496, "loss_rpn_cls": 0.0010774698214959244, "loss_rpn_loc": 0.0016643445269437507, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5146991005167365, "total_loss": 0.05496406701831802}
{"data_time": 0.0030667101964354515, "eta_seconds": 13609.372760358267, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.25290697674418605, "fast_rcnn/fg_cls_accuracy": 0.747093023255814, "iteration": 13299, "loss_box_reg": 0.011497239669552073, "loss_cls": 0.04201753961388022, "loss_rpn_cls": 0.0009833651004242938, "loss_rpn_loc": 0.0019235603249398991, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5264150658622384, "total_loss": 0.05852379651651063}
{"data_time": 0.0033608488738536835, "eta_seconds": 13600.568191348575, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17567567567567569, "fast_rcnn/fg_cls_accuracy": 0.8243243243243243, "iteration": 13319, "loss_box_reg": 0.010933006327832118, "loss_cls": 0.03996698139235377, "loss_rpn_cls": 0.000990108675864576, "loss_rpn_loc": 0.0020674098486779258, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5099153500050306, "total_loss": 0.05500367360141922}
{"data_time": 0.003070499747991562, "eta_seconds": 13588.984950522892, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4003322259136213, "fast_rcnn/fg_cls_accuracy": 0.5996677740863787, "iteration": 13339, "loss_box_reg": 0.010947978764306754, "loss_cls": 0.041682545794174075, "loss_rpn_cls": 0.0010209692097191692, "loss_rpn_loc": 0.0021454723246279173, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4903886690735817, "total_loss": 0.0557567254839455}
{"data_time": 0.0031920522451400757, "eta_seconds": 13595.585982434452, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22891156462585033, "fast_rcnn/fg_cls_accuracy": 0.7109195402298851, "iteration": 13359, "loss_box_reg": 0.011771463672630489, "loss_cls": 0.04309585259761661, "loss_rpn_cls": 0.0009373650183022164, "loss_rpn_loc": 0.0019023615604965016, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5239349016919732, "total_loss": 0.05669138271071006}
{"data_time": 0.003264226019382477, "eta_seconds": 13579.677734404802, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2682051282051282, "fast_rcnn/fg_cls_accuracy": 0.7317948717948718, "iteration": 13379, "loss_box_reg": 0.01100914238486439, "loss_cls": 0.04209486854961142, "loss_rpn_cls": 0.0015324674413648154, "loss_rpn_loc": 0.0022283691323536914, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4877002602443099, "total_loss": 0.057739959940192875}
{"data_time": 0.003208402544260025, "eta_seconds": 13566.934077300131, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1639784946236559, "fast_rcnn/fg_cls_accuracy": 0.8360215053763441, "iteration": 13399, "loss_box_reg": 0.011281222337856889, "loss_cls": 0.043086440418846905, "loss_rpn_cls": 0.0010267398811834028, "loss_rpn_loc": 0.0017739908089424716, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5064205229282379, "total_loss": 0.05879899648354581}
{"data_time": 0.0031851734966039658, "eta_seconds": 13556.733758457005, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2225609756097561, "fast_rcnn/fg_cls_accuracy": 0.7774390243902439, "iteration": 13419, "loss_box_reg": 0.010460716614034027, "loss_cls": 0.038859901163959876, "loss_rpn_cls": 0.0008202948179629743, "loss_rpn_loc": 0.0014532386012433562, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5026377188041806, "total_loss": 0.052138305185167155}
{"data_time": 0.0031790537759661674, "eta_seconds": 13540.079469441436, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19378389653733835, "fast_rcnn/fg_cls_accuracy": 0.7838609237156202, "iteration": 13439, "loss_box_reg": 0.010838223854079843, "loss_cls": 0.03807148843770847, "loss_rpn_cls": 0.0011554578811683314, "loss_rpn_loc": 0.0016853393135534134, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5006799940019846, "total_loss": 0.0542903035760105}
{"data_time": 0.003193632699549198, "eta_seconds": 13536.333120770752, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 13459, "loss_box_reg": 0.01094857617863454, "loss_cls": 0.04180107603315264, "loss_rpn_cls": 0.0011823075863759414, "loss_rpn_loc": 0.0025157999989460222, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5228868341073394, "total_loss": 0.055863681075720706}
{"data_time": 0.0032628122717142105, "eta_seconds": 13531.518699213862, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6416666666666666, "iteration": 13479, "loss_box_reg": 0.011220589629374444, "loss_cls": 0.04291069973260164, "loss_rpn_cls": 0.0014820661447743078, "loss_rpn_loc": 0.0018893348733399762, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.506846709176898, "total_loss": 0.05571447990342904}
{"data_time": 0.003231031820178032, "eta_seconds": 13525.728166420013, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 13499, "loss_box_reg": 0.011227656941628084, "loss_cls": 0.04184945527231321, "loss_rpn_cls": 0.0011403406404610905, "loss_rpn_loc": 0.0019665218496811576, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5011045765131712, "total_loss": 0.056468267358923185}
{"data_time": 0.003020022064447403, "eta_seconds": 13511.109938308597, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2974025974025974, "fast_rcnn/fg_cls_accuracy": 0.7025974025974027, "iteration": 13519, "loss_box_reg": 0.01094624205143191, "loss_cls": 0.04263372463174164, "loss_rpn_cls": 0.0007097441270218496, "loss_rpn_loc": 0.0017808282336773118, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5123792644590139, "total_loss": 0.05772905818565732}
{"data_time": 0.003158966079354286, "eta_seconds": 13511.19074039068, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.7408536585365854, "iteration": 13539, "loss_box_reg": 0.011267824855167419, "loss_cls": 0.04339186608558521, "loss_rpn_cls": 0.0010146295924755577, "loss_rpn_loc": 0.0019026313166250475, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5295947594568133, "total_loss": 0.059879645123317005}
{"data_time": 0.0031910408288240433, "eta_seconds": 13487.830629473552, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20989304812834225, "fast_rcnn/fg_cls_accuracy": 0.7727272727272727, "iteration": 13559, "loss_box_reg": 0.011050659173633903, "loss_cls": 0.04103058553300798, "loss_rpn_cls": 0.001107228942260008, "loss_rpn_loc": 0.0016655321087455377, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4969741404056549, "total_loss": 0.054447727503315946}
{"data_time": 0.003238278441131115, "eta_seconds": 13461.404855431058, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2091346153846154, "fast_rcnn/fg_cls_accuracy": 0.780448717948718, "iteration": 13579, "loss_box_reg": 0.010916050028754398, "loss_cls": 0.042215330875478685, "loss_rpn_cls": 0.001121164337519076, "loss_rpn_loc": 0.0016808673080959124, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48979778215289116, "total_loss": 0.05618944435198614}
{"data_time": 0.0032264553010463715, "eta_seconds": 13460.52270584274, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4046257796257796, "fast_rcnn/fg_cls_accuracy": 0.5953742203742204, "iteration": 13599, "loss_box_reg": 0.011077921080868691, "loss_cls": 0.04075845453189686, "loss_rpn_cls": 0.001220190152480427, "loss_rpn_loc": 0.0020205444998282474, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4997217133641243, "total_loss": 0.057027823871578676}
{"data_time": 0.0031487755477428436, "eta_seconds": 13452.81915835198, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 13619, "loss_box_reg": 0.010969454160658643, "loss_cls": 0.044743559788912535, "loss_rpn_cls": 0.0014103407005450208, "loss_rpn_loc": 0.0021586111251963302, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5335569195449352, "total_loss": 0.060771550399749685}
{"data_time": 0.0030900249257683754, "eta_seconds": 13411.228499220684, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22953216374269003, "fast_rcnn/fg_cls_accuracy": 0.77046783625731, "iteration": 13639, "loss_box_reg": 0.010529646504437551, "loss_cls": 0.04132617119466886, "loss_rpn_cls": 0.0008945860711264686, "loss_rpn_loc": 0.001524457704363158, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.491659102961421, "total_loss": 0.055969381345676084}
{"data_time": 0.003009125590324402, "eta_seconds": 13384.62769918982, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2751057082452431, "fast_rcnn/fg_cls_accuracy": 0.7248942917547568, "iteration": 13659, "loss_box_reg": 0.011180993751622736, "loss_cls": 0.042296830797567964, "loss_rpn_cls": 0.00116139449869479, "loss_rpn_loc": 0.0018408992182230577, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4977141600102186, "total_loss": 0.057754074937065525}
{"data_time": 0.0031506335362792015, "eta_seconds": 13358.464524502866, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18442932728647016, "fast_rcnn/fg_cls_accuracy": 0.8155706727135299, "iteration": 13679, "loss_box_reg": 0.011180057976162061, "loss_cls": 0.04032258363440633, "loss_rpn_cls": 0.0013707066810866309, "loss_rpn_loc": 0.0018549528940638993, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4999381545931101, "total_loss": 0.05488689823960158}
{"data_time": 0.003143039532005787, "eta_seconds": 13357.326270287856, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2124756335282651, "fast_rcnn/fg_cls_accuracy": 0.7843915343915344, "iteration": 13699, "loss_box_reg": 0.011216944083571434, "loss_cls": 0.04453095269855112, "loss_rpn_cls": 0.001189348347622854, "loss_rpn_loc": 0.0017932017635757802, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.500196740962565, "total_loss": 0.05935773554983825}
{"data_time": 0.0031055686995387077, "eta_seconds": 13340.314024755731, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.820855614973262, "iteration": 13719, "loss_box_reg": 0.011026261752704158, "loss_cls": 0.037977537780534476, "loss_rpn_cls": 0.000961483901221527, "loss_rpn_loc": 0.001996474060433684, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5014744801446795, "total_loss": 0.051980461115249454}
{"data_time": 0.0030085891485214233, "eta_seconds": 13328.013254738413, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23412162162162165, "fast_rcnn/fg_cls_accuracy": 0.7658783783783785, "iteration": 13739, "loss_box_reg": 0.011655732960207388, "loss_cls": 0.04273856646614149, "loss_rpn_cls": 0.0010837663403435727, "loss_rpn_loc": 0.0021832456659467425, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49925224762409925, "total_loss": 0.057882033740114025}
{"data_time": 0.003308798186480999, "eta_seconds": 13326.854441223666, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21146245059288538, "fast_rcnn/fg_cls_accuracy": 0.7644124168514412, "iteration": 13759, "loss_box_reg": 0.01149743830319494, "loss_cls": 0.04097728745546192, "loss_rpn_cls": 0.0011049281595205684, "loss_rpn_loc": 0.0018595927504065912, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5039576953276992, "total_loss": 0.0552446661542092}
{"data_time": 0.003140087239444256, "eta_seconds": 13309.85784571059, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23076923076923078, "fast_rcnn/fg_cls_accuracy": 0.75046904315197, "iteration": 13779, "loss_box_reg": 0.011026038351701573, "loss_cls": 0.04229493020102382, "loss_rpn_cls": 0.0011019577566884209, "loss_rpn_loc": 0.001848902205892955, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5100448373705149, "total_loss": 0.05707358302927901}
{"data_time": 0.0033053234219551086, "eta_seconds": 13297.56198497396, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2151759530791789, "fast_rcnn/fg_cls_accuracy": 0.7848240469208211, "iteration": 13799, "loss_box_reg": 0.010956299491226673, "loss_cls": 0.04135538873379119, "loss_rpn_cls": 0.0009457696721710818, "loss_rpn_loc": 0.001968511316590593, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48756274674087763, "total_loss": 0.05623128882965034}
{"data_time": 0.003402082249522209, "eta_seconds": 13285.675543994643, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17902930402930403, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 13819, "loss_box_reg": 0.010889776865951717, "loss_cls": 0.03685243439394981, "loss_rpn_cls": 0.0007837649137059088, "loss_rpn_loc": 0.0019538727574399672, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5094058439135551, "total_loss": 0.05212456440200697}
{"data_time": 0.0032977070659399033, "eta_seconds": 13275.526446905918, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17781954887218043, "fast_rcnn/fg_cls_accuracy": 0.8221804511278196, "iteration": 13839, "loss_box_reg": 0.010768364765681326, "loss_cls": 0.04051142523530871, "loss_rpn_cls": 0.0007961079507055047, "loss_rpn_loc": 0.0020580454074661247, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5218328386545181, "total_loss": 0.053424095044206865}
{"data_time": 0.0031307050958275795, "eta_seconds": 13267.110715209506, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24664634146341463, "fast_rcnn/fg_cls_accuracy": 0.7533536585365854, "iteration": 13859, "loss_box_reg": 0.010812587075633928, "loss_cls": 0.0406715415592771, "loss_rpn_cls": 0.0006715501390317513, "loss_rpn_loc": 0.0018813251554092858, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5017132004722953, "total_loss": 0.055396288050530984}
{"data_time": 0.003269958309829235, "eta_seconds": 13250.60730013065, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 13879, "loss_box_reg": 0.010485254955710843, "loss_cls": 0.03971843293402344, "loss_rpn_cls": 0.0007941443437289308, "loss_rpn_loc": 0.002038467828242574, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5013053249567747, "total_loss": 0.05397386232161239}
{"data_time": 0.0032616732642054558, "eta_seconds": 13246.809868699871, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24638694638694636, "fast_rcnn/fg_cls_accuracy": 0.7536130536130536, "iteration": 13899, "loss_box_reg": 0.01096121987211518, "loss_cls": 0.04146723935264163, "loss_rpn_cls": 0.0011294147722082926, "loss_rpn_loc": 0.0017455424476793269, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5154587477445602, "total_loss": 0.05668942946329025}
{"data_time": 0.003197631798684597, "eta_seconds": 13234.930058551021, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7464285714285714, "iteration": 13919, "loss_box_reg": 0.010374391626100987, "loss_cls": 0.040378765552304685, "loss_rpn_cls": 0.0011245206712828804, "loss_rpn_loc": 0.0017402999874320813, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5211274065077305, "total_loss": 0.054235418271559865}
{"data_time": 0.0034267036244273186, "eta_seconds": 13222.5401474135, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2681623931623932, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 13939, "loss_box_reg": 0.01158287818543613, "loss_cls": 0.04217041828087531, "loss_rpn_cls": 0.0014379103164401386, "loss_rpn_loc": 0.0018582822012831457, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5140050165355206, "total_loss": 0.05673306042820059}
{"data_time": 0.003096234053373337, "eta_seconds": 13213.968556552194, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 13959, "loss_box_reg": 0.010768533305963501, "loss_cls": 0.03986027208156884, "loss_rpn_cls": 0.0011207837450797342, "loss_rpn_loc": 0.0018887675578298513, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5083305491134524, "total_loss": 0.05297071291229827}
{"data_time": 0.003222974017262459, "eta_seconds": 13199.879505252466, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25084663763909043, "fast_rcnn/fg_cls_accuracy": 0.7491533623609096, "iteration": 13979, "loss_box_reg": 0.010915533552179113, "loss_cls": 0.0430716898990795, "loss_rpn_cls": 0.0009987815444105763, "loss_rpn_loc": 0.001750963336235145, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5008166637271643, "total_loss": 0.057217146021457665}
{"data_time": 0.0031804032623767853, "eta_seconds": 13193.671381241642, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8240740740740741, "iteration": 13999, "loss_box_reg": 0.011222413129871711, "loss_cls": 0.041611873370129615, "loss_rpn_cls": 0.0007919398675539924, "loss_rpn_loc": 0.00241949444898637, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5140674635767937, "total_loss": 0.05640443229685843}
{"data_time": 0.003108067438006401, "eta_seconds": 13181.160543154925, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3164627363737486, "fast_rcnn/fg_cls_accuracy": 0.6835372636262513, "iteration": 14019, "loss_box_reg": 0.010614813072606921, "loss_cls": 0.04015024326508865, "loss_rpn_cls": 0.0008552437751347952, "loss_rpn_loc": 0.0016127015951497015, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5165465548634529, "total_loss": 0.05237677116957684}
{"data_time": 0.0032763443887233734, "eta_seconds": 13171.013773944229, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17510944340212634, "fast_rcnn/fg_cls_accuracy": 0.8248905565978737, "iteration": 14039, "loss_box_reg": 0.011059850425226614, "loss_cls": 0.04255947525962256, "loss_rpn_cls": 0.0007660811946550439, "loss_rpn_loc": 0.002037228023255011, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5223406935110688, "total_loss": 0.05768215409153754}
{"data_time": 0.003442453220486641, "eta_seconds": 13146.036008376628, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3164983164983165, "fast_rcnn/fg_cls_accuracy": 0.6835016835016835, "iteration": 14059, "loss_box_reg": 0.011103695404017344, "loss_cls": 0.04136422148440033, "loss_rpn_cls": 0.0007273100158187162, "loss_rpn_loc": 0.002199801085225772, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.506533713079989, "total_loss": 0.05629865722454497}
{"data_time": 0.003085295669734478, "eta_seconds": 13126.900544153526, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3062104657849339, "fast_rcnn/fg_cls_accuracy": 0.667953667953668, "iteration": 14079, "loss_box_reg": 0.010514041146961972, "loss_cls": 0.042674214811995625, "loss_rpn_cls": 0.0015085454029417633, "loss_rpn_loc": 0.0016789557557785884, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5063305618241429, "total_loss": 0.05848275555115379}
{"data_time": 0.003024822100996971, "eta_seconds": 13134.415795890614, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.29851537645811244, "fast_rcnn/fg_cls_accuracy": 0.7014846235418876, "iteration": 14099, "loss_box_reg": 0.01123601637664251, "loss_cls": 0.03924052498769015, "loss_rpn_cls": 0.0014172026436085616, "loss_rpn_loc": 0.0018950669509649742, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5184898674488068, "total_loss": 0.054958364187655206}
{"data_time": 0.0035521285608410835, "eta_seconds": 13130.426697101444, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.15608695652173915, "fast_rcnn/fg_cls_accuracy": 0.8102713178294574, "iteration": 14119, "loss_box_reg": 0.011048191343434155, "loss_cls": 0.04318449035054073, "loss_rpn_cls": 0.001084552067226241, "loss_rpn_loc": 0.002010950785916066, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5136266183108091, "total_loss": 0.05607448321131869}
{"data_time": 0.0032772263512015343, "eta_seconds": 13123.289990575053, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2523809523809524, "fast_rcnn/fg_cls_accuracy": 0.7476190476190476, "iteration": 14139, "loss_box_reg": 0.010787237755721435, "loss_cls": 0.04136512603145093, "loss_rpn_cls": 0.0011118326451082794, "loss_rpn_loc": 0.0020043139593326487, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5130836647003889, "total_loss": 0.055375040605383674}
{"data_time": 0.003465358167886734, "eta_seconds": 13101.09565887507, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18574468085106383, "fast_rcnn/fg_cls_accuracy": 0.8142553191489361, "iteration": 14159, "loss_box_reg": 0.010800670774187893, "loss_cls": 0.04190208265208639, "loss_rpn_cls": 0.00137489494832721, "loss_rpn_loc": 0.0023116869779187255, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4997466253116727, "total_loss": 0.056418834927740136}
{"data_time": 0.0032513486221432686, "eta_seconds": 13090.955884362571, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2505226480836237, "fast_rcnn/fg_cls_accuracy": 0.7494773519163763, "iteration": 14179, "loss_box_reg": 0.010760815319372341, "loss_cls": 0.042340711457654834, "loss_rpn_cls": 0.0012182156463609317, "loss_rpn_loc": 0.0017058767662092578, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5091464594006538, "total_loss": 0.057152038531313565}
{"data_time": 0.003312581218779087, "eta_seconds": 13093.914995832369, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21011586452762926, "fast_rcnn/fg_cls_accuracy": 0.782781862745098, "iteration": 14199, "loss_box_reg": 0.011160346766700968, "loss_cls": 0.042037764098495245, "loss_rpn_cls": 0.0011704922490025638, "loss_rpn_loc": 0.0021806966979056597, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5298716127872467, "total_loss": 0.0566376081725366}
{"data_time": 0.00299018993973732, "eta_seconds": 13086.250194784254, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2166558230318803, "fast_rcnn/fg_cls_accuracy": 0.7747234873129474, "iteration": 14219, "loss_box_reg": 0.011643253295915201, "loss_cls": 0.040828086668625474, "loss_rpn_cls": 0.001536248473712476, "loss_rpn_loc": 0.0018573615670902655, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5157671412453055, "total_loss": 0.05584308346647049}
{"data_time": 0.0032032495364546776, "eta_seconds": 13075.323307480663, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20248538011695905, "fast_rcnn/fg_cls_accuracy": 0.797514619883041, "iteration": 14239, "loss_box_reg": 0.010992381488904357, "loss_cls": 0.03939512892975472, "loss_rpn_cls": 0.0009652068193872765, "loss_rpn_loc": 0.0023701996415184112, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5245568677783012, "total_loss": 0.05551527106388221}
{"data_time": 0.003102855756878853, "eta_seconds": 13068.055162865669, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18803418803418803, "fast_rcnn/fg_cls_accuracy": 0.811965811965812, "iteration": 14259, "loss_box_reg": 0.011045887571526691, "loss_cls": 0.04129980527795851, "loss_rpn_cls": 0.0009299676428895509, "loss_rpn_loc": 0.0016738546910346486, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074378754943609, "total_loss": 0.05577430232830238}
{"data_time": 0.003438906744122505, "eta_seconds": 13065.076750104316, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.15504807692307693, "fast_rcnn/fg_cls_accuracy": 0.8449519230769231, "iteration": 14279, "loss_box_reg": 0.010682789754355326, "loss_cls": 0.04224220433388837, "loss_rpn_cls": 0.0011905124447366688, "loss_rpn_loc": 0.0017344316438538954, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5222108820453286, "total_loss": 0.05647391443972083}
{"data_time": 0.0033123185858130455, "eta_seconds": 13042.925301005132, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7868937048503613, "iteration": 14299, "loss_box_reg": 0.01074960912228562, "loss_cls": 0.04003679219749756, "loss_rpn_cls": 0.0006308932267984346, "loss_rpn_loc": 0.001720772015687544, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4987724907696247, "total_loss": 0.05413250522707358}
{"data_time": 0.0033054398372769356, "eta_seconds": 13035.490913938731, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16636029411764708, "fast_rcnn/fg_cls_accuracy": 0.8336397058823529, "iteration": 14319, "loss_box_reg": 0.011153116036439314, "loss_cls": 0.04321460775099695, "loss_rpn_cls": 0.001012754110035985, "loss_rpn_loc": 0.0021617120182781946, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5209121750667691, "total_loss": 0.05643586094583952}
{"data_time": 0.0036447737365961075, "eta_seconds": 13042.943462315015, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2881944444444444, "fast_rcnn/fg_cls_accuracy": 0.7118055555555556, "iteration": 14339, "loss_box_reg": 0.010658117971615866, "loss_cls": 0.04032006295165047, "loss_rpn_cls": 0.0009471782342700408, "loss_rpn_loc": 0.0020073162304470316, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202492084354162, "total_loss": 0.05402033283382934}
{"data_time": 0.0030579129233956337, "eta_seconds": 13017.28769010678, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 14359, "loss_box_reg": 0.010995815886417404, "loss_cls": 0.04283655947074294, "loss_rpn_cls": 0.0012766755592110712, "loss_rpn_loc": 0.0019083887800661614, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5030468683689833, "total_loss": 0.056250970879091255}
{"data_time": 0.0033492455258965492, "eta_seconds": 13020.061141363345, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2739583333333333, "fast_rcnn/fg_cls_accuracy": 0.710438829787234, "iteration": 14379, "loss_box_reg": 0.011039828765206039, "loss_cls": 0.04230528639163822, "loss_rpn_cls": 0.001127659201500819, "loss_rpn_loc": 0.001732000531774247, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5127883739769459, "total_loss": 0.0589616368707766}
{"data_time": 0.0033619077876210213, "eta_seconds": 13004.122307819314, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19033927544565843, "fast_rcnn/fg_cls_accuracy": 0.8096607245543416, "iteration": 14399, "loss_box_reg": 0.010550518927630037, "loss_cls": 0.03985832293983549, "loss_rpn_cls": 0.001492422466355947, "loss_rpn_loc": 0.0017351654641970526, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5008391262963414, "total_loss": 0.05349163554706138}
{"data_time": 0.0032273363322019577, "eta_seconds": 12993.963234105147, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.331055900621118, "fast_rcnn/fg_cls_accuracy": 0.668944099378882, "iteration": 14419, "loss_box_reg": 0.010892864607740194, "loss_cls": 0.040790039231069386, "loss_rpn_cls": 0.0014159039731111989, "loss_rpn_loc": 0.0022138198437460233, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.506809912621975, "total_loss": 0.0562494818691448}
{"data_time": 0.0034340349957346916, "eta_seconds": 12989.570385011844, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19764957264957264, "fast_rcnn/fg_cls_accuracy": 0.7796896086369771, "iteration": 14439, "loss_box_reg": 0.01092456968035549, "loss_cls": 0.040813987114233896, "loss_rpn_cls": 0.000840422182861289, "loss_rpn_loc": 0.002101591762766475, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.50033257342875, "total_loss": 0.05492382998721723}
{"data_time": 0.003076370805501938, "eta_seconds": 12975.508434262127, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21581670362158167, "fast_rcnn/fg_cls_accuracy": 0.7841832963784183, "iteration": 14459, "loss_box_reg": 0.010603838774841279, "loss_cls": 0.04111837939126417, "loss_rpn_cls": 0.0013077876322995508, "loss_rpn_loc": 0.0017699782038107514, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5075694741681218, "total_loss": 0.054250816569265226}
{"data_time": 0.0031770775094628334, "eta_seconds": 12959.771363019012, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28174603174603174, "fast_rcnn/fg_cls_accuracy": 0.7182539682539683, "iteration": 14479, "loss_box_reg": 0.010704724991228431, "loss_cls": 0.04223983531119302, "loss_rpn_cls": 0.001141969854842273, "loss_rpn_loc": 0.0018575569229142275, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505232228897512, "total_loss": 0.055554166220758816}
{"data_time": 0.0033322852104902267, "eta_seconds": 12955.187368627638, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.27972709551656916, "fast_rcnn/fg_cls_accuracy": 0.7135539795114263, "iteration": 14499, "loss_box_reg": 0.010545016179094091, "loss_cls": 0.04035320918774232, "loss_rpn_cls": 0.0011385024120187381, "loss_rpn_loc": 0.001925912823935505, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5083651514723897, "total_loss": 0.053796700696409516}
{"data_time": 0.0029580798000097275, "eta_seconds": 12948.916043209843, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25513513513513514, "fast_rcnn/fg_cls_accuracy": 0.7242398648648649, "iteration": 14519, "loss_box_reg": 0.010513419198105112, "loss_cls": 0.04025064836605452, "loss_rpn_cls": 0.0012958569732290925, "loss_rpn_loc": 0.0017189679128932767, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5239180168136954, "total_loss": 0.05458131801833588}
{"data_time": 0.003231484442949295, "eta_seconds": 12923.05449057743, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19117647058823528, "fast_rcnn/fg_cls_accuracy": 0.783461210571185, "iteration": 14539, "loss_box_reg": 0.010907732474151999, "loss_cls": 0.03909030999056995, "loss_rpn_cls": 0.0010873705803646772, "loss_rpn_loc": 0.0015454171334567945, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5040288073942065, "total_loss": 0.05307107845885639}
{"data_time": 0.003258105367422104, "eta_seconds": 12914.987956834957, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22586520947176686, "fast_rcnn/fg_cls_accuracy": 0.7741347905282332, "iteration": 14559, "loss_box_reg": 0.0115885978739243, "loss_cls": 0.0437320732162334, "loss_rpn_cls": 0.0013579746632785827, "loss_rpn_loc": 0.0018675145438464824, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5102030001580715, "total_loss": 0.05813847105832792}
{"data_time": 0.0032491683959960938, "eta_seconds": 12908.990549716167, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29057017543859653, "fast_rcnn/fg_cls_accuracy": 0.7094298245614035, "iteration": 14579, "loss_box_reg": 0.01045286247972399, "loss_cls": 0.03950436183367856, "loss_rpn_cls": 0.0005791621865114394, "loss_rpn_loc": 0.0017985249342018506, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49834026861935854, "total_loss": 0.054024013518414904}
{"data_time": 0.0032652169466018677, "eta_seconds": 12896.02834471967, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22678571428571428, "fast_rcnn/fg_cls_accuracy": 0.7732142857142857, "iteration": 14599, "loss_box_reg": 0.010172063892241567, "loss_cls": 0.035751515213632956, "loss_rpn_cls": 0.0011629105876522772, "loss_rpn_loc": 0.0017430248844902962, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5027050413191319, "total_loss": 0.04959797420315226}
{"data_time": 0.0030581606552004814, "eta_seconds": 12884.529276853427, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11378205128205128, "fast_rcnn/fg_cls_accuracy": 0.8842018196856907, "iteration": 14619, "loss_box_reg": 0.010593070241156965, "loss_cls": 0.03989278478547931, "loss_rpn_cls": 0.0012055874640708453, "loss_rpn_loc": 0.0019652661503641866, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5212049204856157, "total_loss": 0.05307641824163056}
{"data_time": 0.0033469246700406075, "eta_seconds": 12890.459808572195, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20942982456140352, "fast_rcnn/fg_cls_accuracy": 0.7732497387669801, "iteration": 14639, "loss_box_reg": 0.01096065150341019, "loss_cls": 0.043676448753103614, "loss_rpn_cls": 0.0013352015362926295, "loss_rpn_loc": 0.0018110642304236535, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5057072900235653, "total_loss": 0.05733947002244122}
{"data_time": 0.0028708549216389656, "eta_seconds": 12897.57370376587, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22777777777777777, "fast_rcnn/fg_cls_accuracy": 0.7722222222222223, "iteration": 14659, "loss_box_reg": 0.010834541200893, "loss_cls": 0.04124304390279576, "loss_rpn_cls": 0.0011142968239141737, "loss_rpn_loc": 0.0020444521978788543, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5208948105573654, "total_loss": 0.05612960783878407}
{"data_time": 0.003434554673731327, "eta_seconds": 12893.016607671045, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26115650534255186, "fast_rcnn/fg_cls_accuracy": 0.7388434946574481, "iteration": 14679, "loss_box_reg": 0.010617085499688983, "loss_cls": 0.0421094762859866, "loss_rpn_cls": 0.0008287636608201865, "loss_rpn_loc": 0.0016304406781273428, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5000681951642036, "total_loss": 0.054920283375508916}
{"data_time": 0.00337064266204834, "eta_seconds": 12887.008809802122, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30332798716920606, "fast_rcnn/fg_cls_accuracy": 0.6966720128307939, "iteration": 14699, "loss_box_reg": 0.010781810007756576, "loss_cls": 0.038980045675998554, "loss_rpn_cls": 0.0014379744422967633, "loss_rpn_loc": 0.0016775508047430776, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5088079860433936, "total_loss": 0.053791644555047924}
{"data_time": 0.003164852038025856, "eta_seconds": 12891.590684900992, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2763888888888889, "fast_rcnn/fg_cls_accuracy": 0.7236111111111111, "iteration": 14719, "loss_box_reg": 0.011383500503143296, "loss_cls": 0.04080964485183358, "loss_rpn_cls": 0.0008118194273976087, "loss_rpn_loc": 0.002322476842891774, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.515689973719418, "total_loss": 0.056593917811028405}
{"data_time": 0.0032071107998490334, "eta_seconds": 12878.368747922592, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5504201680672269, "iteration": 14739, "loss_box_reg": 0.011755313840694726, "loss_cls": 0.04376711114309728, "loss_rpn_cls": 0.0009340423148387345, "loss_rpn_loc": 0.0017355845393467462, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48846506979316473, "total_loss": 0.05988054218266825}
{"data_time": 0.0031218351796269417, "eta_seconds": 12858.075484182686, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2620137299771167, "fast_rcnn/fg_cls_accuracy": 0.7379862700228832, "iteration": 14759, "loss_box_reg": 0.010002411931054667, "loss_cls": 0.040236838220153004, "loss_rpn_cls": 0.0008830793622109923, "loss_rpn_loc": 0.001530852972791763, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.503328911960125, "total_loss": 0.054278091168640685}
{"data_time": 0.0032183006405830383, "eta_seconds": 12846.518822925165, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32028875379939215, "fast_rcnn/fg_cls_accuracy": 0.6685540069686411, "iteration": 14779, "loss_box_reg": 0.011037753894925117, "loss_cls": 0.041980746667832136, "loss_rpn_cls": 0.001354663320171312, "loss_rpn_loc": 0.002011134445638163, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5050728106871247, "total_loss": 0.056562588796737145}
{"data_time": 0.0032019000500440598, "eta_seconds": 12837.698992785066, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26774001192605845, "fast_rcnn/fg_cls_accuracy": 0.7322599880739415, "iteration": 14799, "loss_box_reg": 0.010969057213515043, "loss_cls": 0.039423842972610146, "loss_rpn_cls": 0.0007289033323232275, "loss_rpn_loc": 0.0016205791362153832, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5040107816457748, "total_loss": 0.05342430413867305}
{"data_time": 0.00315938051789999, "eta_seconds": 12836.741169421002, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2723529411764706, "fast_rcnn/fg_cls_accuracy": 0.7276470588235294, "iteration": 14819, "loss_box_reg": 0.010991278220899403, "loss_cls": 0.04319287632824853, "loss_rpn_cls": 0.0010458584425805384, "loss_rpn_loc": 0.001969693024875596, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5203652363270521, "total_loss": 0.05681124042149577}
{"data_time": 0.0031327437609434128, "eta_seconds": 12826.545592462644, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21506049228201918, "fast_rcnn/fg_cls_accuracy": 0.7849395077179808, "iteration": 14839, "loss_box_reg": 0.010569286299869418, "loss_cls": 0.04337282743654214, "loss_rpn_cls": 0.0010332905181940077, "loss_rpn_loc": 0.0016724211018299684, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5148534886538982, "total_loss": 0.057185100632551666}
{"data_time": 0.0031770067289471626, "eta_seconds": 12819.347430882975, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.24621848739495797, "fast_rcnn/fg_cls_accuracy": 0.753781512605042, "iteration": 14859, "loss_box_reg": 0.010580100934021175, "loss_cls": 0.04131398050230928, "loss_rpn_cls": 0.0008114356152404412, "loss_rpn_loc": 0.0018162178057536948, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5076293693855405, "total_loss": 0.05664718351191311}
{"data_time": 0.003171582706272602, "eta_seconds": 12812.912278807722, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16428571428571428, "fast_rcnn/fg_cls_accuracy": 0.8357142857142856, "iteration": 14879, "loss_box_reg": 0.011026190390111879, "loss_cls": 0.03943193092709407, "loss_rpn_cls": 0.0012527202869705434, "loss_rpn_loc": 0.0022508354886667803, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5033903559669852, "total_loss": 0.054358504479637304}
{"data_time": 0.003254861570894718, "eta_seconds": 12787.090818232857, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19371482176360227, "fast_rcnn/fg_cls_accuracy": 0.8062851782363978, "iteration": 14899, "loss_box_reg": 0.010458421078510582, "loss_cls": 0.041590187058318406, "loss_rpn_cls": 0.0009949490362259894, "loss_rpn_loc": 0.0019160214142175391, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5026788963004947, "total_loss": 0.05473178437085835}
{"data_time": 0.003434238024055958, "eta_seconds": 12775.84215821419, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23136856368563685, "fast_rcnn/fg_cls_accuracy": 0.7673611111111112, "iteration": 14919, "loss_box_reg": 0.010803037061123177, "loss_cls": 0.039724621252389625, "loss_rpn_cls": 0.001022820243406386, "loss_rpn_loc": 0.0018483704807294998, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5106031130999327, "total_loss": 0.055680266613563845}
{"data_time": 0.003221373073756695, "eta_seconds": 12763.405602204613, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3401360544217687, "fast_rcnn/fg_cls_accuracy": 0.6459750566893423, "iteration": 14939, "loss_box_reg": 0.010890649107750505, "loss_cls": 0.039491268631536514, "loss_rpn_cls": 0.0006606695550317454, "loss_rpn_loc": 0.0018141463478968944, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.502013286575675, "total_loss": 0.05324932669950044}
{"data_time": 0.0031590014696121216, "eta_seconds": 12760.393883703277, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.27102564102564103, "fast_rcnn/fg_cls_accuracy": 0.7289743589743589, "iteration": 14959, "loss_box_reg": 0.010263332194881514, "loss_cls": 0.03901467489777133, "loss_rpn_cls": 0.0013171557284294977, "loss_rpn_loc": 0.002084222694975324, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5225146962329745, "total_loss": 0.05413001263548267}
{"data_time": 0.003097998909652233, "eta_seconds": 12758.15966222994, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17047223663726, "fast_rcnn/fg_cls_accuracy": 0.8120700437773608, "iteration": 14979, "loss_box_reg": 0.010645460162777454, "loss_cls": 0.03934467735234648, "loss_rpn_cls": 0.0008270827468095376, "loss_rpn_loc": 0.0017867036149255, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176804969087243, "total_loss": 0.05242320970174319}
{"data_time": 0.0031717410311102867, "eta_seconds": 12752.855111889541, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.30069444444444443, "fast_rcnn/fg_cls_accuracy": 0.6993055555555556, "iteration": 14999, "loss_box_reg": 0.010899426619289443, "loss_cls": 0.04014604463009164, "loss_rpn_cls": 0.0007516771049438375, "loss_rpn_loc": 0.002293945632118266, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5243539912626147, "total_loss": 0.05409023734131324}
{"data_time": 0.003391103819012642, "eta_seconds": 12741.505578476004, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2000800320128051, "fast_rcnn/fg_cls_accuracy": 0.7999199679871949, "iteration": 15019, "loss_box_reg": 0.010612390877213329, "loss_cls": 0.041311131324619055, "loss_rpn_cls": 0.001059056143617454, "loss_rpn_loc": 0.0018686921375774546, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4980671349912882, "total_loss": 0.05532084248329738}
{"data_time": 0.003129917196929455, "eta_seconds": 12731.304621285759, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13157894736842105, "fast_rcnn/fg_cls_accuracy": 0.868421052631579, "iteration": 15039, "loss_box_reg": 0.011724688083631918, "loss_cls": 0.041959413298172876, "loss_rpn_cls": 0.000993789039227977, "loss_rpn_loc": 0.0017669836761342594, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5167759982869029, "total_loss": 0.056456890498452594}
{"data_time": 0.0031761396676301956, "eta_seconds": 12721.103664095514, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2362369337979094, "fast_rcnn/fg_cls_accuracy": 0.7541353383458647, "iteration": 15059, "loss_box_reg": 0.010942824534140527, "loss_cls": 0.04029316420201212, "loss_rpn_cls": 0.0008502953415074899, "loss_rpn_loc": 0.0017391264009347651, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5008331127464771, "total_loss": 0.053540123051504906}
{"data_time": 0.003242652863264084, "eta_seconds": 12714.925793462433, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26576923076923076, "fast_rcnn/fg_cls_accuracy": 0.7342307692307692, "iteration": 15079, "loss_box_reg": 0.01047339360229671, "loss_cls": 0.04062496201368049, "loss_rpn_cls": 0.0012546626840617137, "loss_rpn_loc": 0.0015819854852452409, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5186833199113607, "total_loss": 0.05533751681889498}
{"data_time": 0.0033328579738736153, "eta_seconds": 12696.971893576905, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28808446455505277, "fast_rcnn/fg_cls_accuracy": 0.7119155354449472, "iteration": 15099, "loss_box_reg": 0.011030347290216014, "loss_cls": 0.04272885512909852, "loss_rpn_cls": 0.000900708225657354, "loss_rpn_loc": 0.0018675216560950503, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5067388657480478, "total_loss": 0.05816419292516173}
{"data_time": 0.003410707227885723, "eta_seconds": 12686.773932134733, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1270139634801289, "fast_rcnn/fg_cls_accuracy": 0.8729860365198712, "iteration": 15119, "loss_box_reg": 0.010711707844166085, "loss_cls": 0.03770831075962633, "loss_rpn_cls": 0.0012713980171241701, "loss_rpn_loc": 0.0016277900540444534, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5148588186129928, "total_loss": 0.052127821147195164}
{"data_time": 0.0032428326085209846, "eta_seconds": 12681.441979788244, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.791304347826087, "iteration": 15139, "loss_box_reg": 0.01054388756165281, "loss_cls": 0.04001868242630735, "loss_rpn_cls": 0.0009540456276226905, "loss_rpn_loc": 0.002400399253019714, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5162962879985571, "total_loss": 0.05447407385861425}
{"data_time": 0.003312620334327221, "eta_seconds": 12674.109050014056, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12398119122257054, "fast_rcnn/fg_cls_accuracy": 0.8760188087774294, "iteration": 15159, "loss_box_reg": 0.01023615535814315, "loss_cls": 0.0407460528658703, "loss_rpn_cls": 0.0008722477404035089, "loss_rpn_loc": 0.001732825934595894, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.50403056666255, "total_loss": 0.05471293204726635}
{"data_time": 0.0034010764211416245, "eta_seconds": 12663.904864151962, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23549783549783548, "fast_rcnn/fg_cls_accuracy": 0.7232142857142858, "iteration": 15179, "loss_box_reg": 0.01062175034894608, "loss_cls": 0.040821529226377606, "loss_rpn_cls": 0.001041273970798784, "loss_rpn_loc": 0.0018875125897466205, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5091789029538631, "total_loss": 0.054485536535139545}
{"data_time": 0.0031485147774219513, "eta_seconds": 12649.696963763796, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18282988871224165, "fast_rcnn/fg_cls_accuracy": 0.8171701112877583, "iteration": 15199, "loss_box_reg": 0.010608137701638043, "loss_cls": 0.04114470025524497, "loss_rpn_cls": 0.001782133263986907, "loss_rpn_loc": 0.0020263245096430182, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5017351489514112, "total_loss": 0.054511152137934005}
{"data_time": 0.003125237300992012, "eta_seconds": 12632.829630253837, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.24427655677655677, "fast_rcnn/fg_cls_accuracy": 0.7557234432234432, "iteration": 15219, "loss_box_reg": 0.010293183819158003, "loss_cls": 0.039315704634645954, "loss_rpn_cls": 0.0014170237220696436, "loss_rpn_loc": 0.002387490778346546, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5039944360032678, "total_loss": 0.053768525700007785}
{"data_time": 0.0032440777868032455, "eta_seconds": 12622.634053295478, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27967479674796747, "fast_rcnn/fg_cls_accuracy": 0.7203252032520324, "iteration": 15239, "loss_box_reg": 0.01111865765415132, "loss_cls": 0.04362420941470191, "loss_rpn_cls": 0.001020648137000535, "loss_rpn_loc": 0.0018479771861166228, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5206343857571483, "total_loss": 0.057379403634485016}
{"data_time": 0.003299596719443798, "eta_seconds": 12604.247282350436, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 15259, "loss_box_reg": 0.010542657459154725, "loss_cls": 0.04104623556486331, "loss_rpn_cls": 0.0007286006838853609, "loss_rpn_loc": 0.0017489844467490911, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49919160455465317, "total_loss": 0.05376325652787273}
{"data_time": 0.003404887393116951, "eta_seconds": 12598.594408854842, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35085354896675647, "fast_rcnn/fg_cls_accuracy": 0.6491464510332434, "iteration": 15279, "loss_box_reg": 0.010530410887440667, "loss_cls": 0.04188392582000233, "loss_rpn_cls": 0.0010779309031931916, "loss_rpn_loc": 0.001830742708989419, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5265540117397904, "total_loss": 0.05626175335419248}
{"data_time": 0.003075331449508667, "eta_seconds": 12594.99227915518, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1775, "fast_rcnn/fg_cls_accuracy": 0.8225, "iteration": 15299, "loss_box_reg": 0.010326994262868538, "loss_cls": 0.042310137941967696, "loss_rpn_cls": 0.0009484736922331649, "loss_rpn_loc": 0.001757034391630441, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5192572651430964, "total_loss": 0.056407223875339696}
{"data_time": 0.003063051961362362, "eta_seconds": 12573.680416138843, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2129032258064516, "fast_rcnn/fg_cls_accuracy": 0.7870967741935484, "iteration": 15319, "loss_box_reg": 0.010852071602130309, "loss_cls": 0.03992158838082105, "loss_rpn_cls": 0.0008185198064438737, "loss_rpn_loc": 0.0017108430838561617, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5139192705973983, "total_loss": 0.054753385530062815}
{"data_time": 0.0032143061980605125, "eta_seconds": 12561.90117872972, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25265957446808507, "fast_rcnn/fg_cls_accuracy": 0.7473404255319149, "iteration": 15339, "loss_box_reg": 0.010602980619296432, "loss_cls": 0.0418779535102658, "loss_rpn_cls": 0.0006233066112031338, "loss_rpn_loc": 0.0017125847516581416, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5164912166073918, "total_loss": 0.05570488169928467}
{"data_time": 0.003302532248198986, "eta_seconds": 12557.823907956481, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2133838383838384, "fast_rcnn/fg_cls_accuracy": 0.7866161616161615, "iteration": 15359, "loss_box_reg": 0.010568390687694773, "loss_cls": 0.0411401339515578, "loss_rpn_cls": 0.0012941410211624316, "loss_rpn_loc": 0.0020542728634609375, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5223678955808282, "total_loss": 0.056582859717323686}
{"data_time": 0.003146073780953884, "eta_seconds": 12541.525847350247, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.228287841191067, "fast_rcnn/fg_cls_accuracy": 0.7717121588089331, "iteration": 15379, "loss_box_reg": 0.010802597709698603, "loss_cls": 0.04595228022662923, "loss_rpn_cls": 0.0007932546407687369, "loss_rpn_loc": 0.0018976561223098543, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5058901160955429, "total_loss": 0.061050105746005556}
{"data_time": 0.0033546416088938713, "eta_seconds": 12537.4386575073, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19983370288248337, "fast_rcnn/fg_cls_accuracy": 0.7951631701631701, "iteration": 15399, "loss_box_reg": 0.010371465818025172, "loss_cls": 0.03961249266285449, "loss_rpn_cls": 0.0008406824283042624, "loss_rpn_loc": 0.0017983099660341395, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5254531223326921, "total_loss": 0.05245340365587481}
{"data_time": 0.0029794173315167427, "eta_seconds": 12527.24603228271, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21482758620689654, "fast_rcnn/fg_cls_accuracy": 0.7851724137931034, "iteration": 15419, "loss_box_reg": 0.01014122980996035, "loss_cls": 0.04002036992460489, "loss_rpn_cls": 0.0012844373045481916, "loss_rpn_loc": 0.0014270170395320747, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5099212229251862, "total_loss": 0.05362076235144286}
{"data_time": 0.0033897263929247856, "eta_seconds": 12520.678283711895, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14871481028151773, "fast_rcnn/fg_cls_accuracy": 0.8512851897184822, "iteration": 15439, "loss_box_reg": 0.010461994213983417, "loss_cls": 0.04124587384285405, "loss_rpn_cls": 0.0012093621598125992, "loss_rpn_loc": 0.0019233687671658117, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4938963456079364, "total_loss": 0.0552666811965139}
{"data_time": 0.003254976123571396, "eta_seconds": 12510.482706753537, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.290625, "fast_rcnn/fg_cls_accuracy": 0.709375, "iteration": 15459, "loss_box_reg": 0.010286159929819405, "loss_cls": 0.04069338017143309, "loss_rpn_cls": 0.0011389655638751606, "loss_rpn_loc": 0.0016635410793242045, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5094248754903674, "total_loss": 0.05565219328315152}
{"data_time": 0.0032218201085925102, "eta_seconds": 12500.287129795179, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3495887191539365, "fast_rcnn/fg_cls_accuracy": 0.6504112808460635, "iteration": 15479, "loss_box_reg": 0.010658948449417949, "loss_cls": 0.037950080470182, "loss_rpn_cls": 0.0009585372491756061, "loss_rpn_loc": 0.001793588624423137, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5060882577672601, "total_loss": 0.052535642742896016}
{"data_time": 0.003330799750983715, "eta_seconds": 12494.781861472875, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2944444444444444, "fast_rcnn/fg_cls_accuracy": 0.7055555555555555, "iteration": 15499, "loss_box_reg": 0.010519925446715206, "loss_cls": 0.04144403542159125, "loss_rpn_cls": 0.0008020837062758801, "loss_rpn_loc": 0.0014654119750048267, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5195568194612861, "total_loss": 0.055760057604288704}
{"data_time": 0.0031143026426434517, "eta_seconds": 12470.212187522091, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2208672086720867, "fast_rcnn/fg_cls_accuracy": 0.7791327913279134, "iteration": 15519, "loss_box_reg": 0.010450637520989403, "loss_cls": 0.036642183578806, "loss_rpn_cls": 0.000791754331487482, "loss_rpn_loc": 0.0019397807573113823, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.503219305537641, "total_loss": 0.053065717775098165}
{"data_time": 0.0030615543946623802, "eta_seconds": 12466.090280935168, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3439130434782609, "fast_rcnn/fg_cls_accuracy": 0.6560869565217391, "iteration": 15539, "loss_box_reg": 0.010038832959253341, "loss_cls": 0.04175249708350748, "loss_rpn_cls": 0.0010869233785228971, "loss_rpn_loc": 0.0016430484192824224, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5069823786616325, "total_loss": 0.05559762196833162}
{"data_time": 0.00317193940281868, "eta_seconds": 12461.643946437165, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23606811145510836, "fast_rcnn/fg_cls_accuracy": 0.7530075187969925, "iteration": 15559, "loss_box_reg": 0.010352139099268243, "loss_cls": 0.04228927183430642, "loss_rpn_cls": 0.0009637032244427246, "loss_rpn_loc": 0.0017338143297820352, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267951348796487, "total_loss": 0.05592904455829739}
{"data_time": 0.0030318032950162888, "eta_seconds": 12449.309245003387, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18951612903225806, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 15579, "loss_box_reg": 0.010563187737716362, "loss_cls": 0.03975204727612436, "loss_rpn_cls": 0.0004988703895492108, "loss_rpn_loc": 0.0016512438996869605, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5070019839331508, "total_loss": 0.05335303716049111}
{"data_time": 0.003237782046198845, "eta_seconds": 12443.784833345562, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17708333333333331, "fast_rcnn/fg_cls_accuracy": 0.7661943319838057, "iteration": 15599, "loss_box_reg": 0.010197015304584056, "loss_cls": 0.03951492617488839, "loss_rpn_cls": 0.0010138878571979149, "loss_rpn_loc": 0.0017471776955062523, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5055287918075919, "total_loss": 0.053476036625426104}
{"data_time": 0.003168388269841671, "eta_seconds": 12428.91809108667, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17509578544061305, "fast_rcnn/fg_cls_accuracy": 0.8202020202020202, "iteration": 15619, "loss_box_reg": 0.010588309669401497, "loss_cls": 0.044105820648837835, "loss_rpn_cls": 0.0009306288324637535, "loss_rpn_loc": 0.0014412189102586126, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5137108936905861, "total_loss": 0.057117570551667995}
{"data_time": 0.003039439208805561, "eta_seconds": 12418.722514128312, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15831842576028624, "fast_rcnn/fg_cls_accuracy": 0.8416815742397138, "iteration": 15639, "loss_box_reg": 0.010631942102918401, "loss_cls": 0.03975176313542761, "loss_rpn_cls": 0.001074877778762584, "loss_rpn_loc": 0.001839361273596296, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49040599074214697, "total_loss": 0.053521861735305265}
{"data_time": 0.003242102451622486, "eta_seconds": 12398.283758329228, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3038210624417521, "fast_rcnn/fg_cls_accuracy": 0.6961789375582479, "iteration": 15659, "loss_box_reg": 0.010003356146626174, "loss_cls": 0.04284484876552597, "loss_rpn_cls": 0.001038095153262475, "loss_rpn_loc": 0.0017407256964361295, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5029894830659032, "total_loss": 0.05560834218391619}
{"data_time": 0.0031996462494134903, "eta_seconds": 12390.279218869284, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24970238095238095, "fast_rcnn/fg_cls_accuracy": 0.750297619047619, "iteration": 15679, "loss_box_reg": 0.010473887319676578, "loss_cls": 0.041014013171661645, "loss_rpn_cls": 0.0011557401664958888, "loss_rpn_loc": 0.001774999624103657, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185996377840638, "total_loss": 0.0559203218931259}
{"data_time": 0.0033566541969776154, "eta_seconds": 12382.152226088569, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1834733893557423, "fast_rcnn/fg_cls_accuracy": 0.8165266106442577, "iteration": 15699, "loss_box_reg": 0.010653662640834227, "loss_cls": 0.04163530477671884, "loss_rpn_cls": 0.0007933429375270862, "loss_rpn_loc": 0.001827904245146783, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104281129315495, "total_loss": 0.05535356022619453}
{"data_time": 0.003105965442955494, "eta_seconds": 12375.17331581004, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23306233062330622, "fast_rcnn/fg_cls_accuracy": 0.7669376693766938, "iteration": 15719, "loss_box_reg": 0.010582474991679192, "loss_cls": 0.03870911564445123, "loss_rpn_cls": 0.0012448360856751606, "loss_rpn_loc": 0.0015545587993983645, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138552328571677, "total_loss": 0.053687586983613755}
{"data_time": 0.0033153463155031204, "eta_seconds": 12375.518421309069, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15831842576028624, "fast_rcnn/fg_cls_accuracy": 0.7900332225913622, "iteration": 15739, "loss_box_reg": 0.010277297114953399, "loss_cls": 0.0413289432763122, "loss_rpn_cls": 0.0011337323749103234, "loss_rpn_loc": 0.0019477782152534928, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132689829915762, "total_loss": 0.05599812205093713}
{"data_time": 0.003345329314470291, "eta_seconds": 12365.316435882822, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2517857142857143, "fast_rcnn/fg_cls_accuracy": 0.7482142857142857, "iteration": 15759, "loss_box_reg": 0.009922565193846822, "loss_cls": 0.03777017805259675, "loss_rpn_cls": 0.000698892351692848, "loss_rpn_loc": 0.0017647768454480683, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5026237545534968, "total_loss": 0.05147502710383378}
{"data_time": 0.0030750343576073647, "eta_seconds": 12357.543381283991, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27936590436590436, "fast_rcnn/fg_cls_accuracy": 0.7206340956340956, "iteration": 15779, "loss_box_reg": 0.010385429312009364, "loss_cls": 0.04232661402784288, "loss_rpn_cls": 0.0006378270766163041, "loss_rpn_loc": 0.0016759936952439602, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104102939367294, "total_loss": 0.05393942645514471}
{"data_time": 0.003169311210513115, "eta_seconds": 12347.608324821107, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.18722943722943722, "fast_rcnn/fg_cls_accuracy": 0.8127705627705628, "iteration": 15799, "loss_box_reg": 0.010109749709954485, "loss_cls": 0.039734921301715076, "loss_rpn_cls": 0.0011764062577412915, "loss_rpn_loc": 0.002130454646248836, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5118252746760845, "total_loss": 0.05402518595799677}
{"data_time": 0.003124140202999115, "eta_seconds": 12344.016457710415, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.8348214285714286, "iteration": 15819, "loss_box_reg": 0.009757860301760957, "loss_cls": 0.03893074952065945, "loss_rpn_cls": 0.0010953215220865786, "loss_rpn_loc": 0.0017841499648056924, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5202241018414497, "total_loss": 0.052859087149613515}
{"data_time": 0.0033755069598555565, "eta_seconds": 12324.508494177833, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21884317233154443, "fast_rcnn/fg_cls_accuracy": 0.7811568276684555, "iteration": 15839, "loss_box_reg": 0.010261737479595467, "loss_cls": 0.04040755738969892, "loss_rpn_cls": 0.0011774043855865557, "loss_rpn_loc": 0.0018291566302650608, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49151166900992393, "total_loss": 0.05489464035163394}
{"data_time": 0.003193960525095463, "eta_seconds": 12320.394044092856, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14945652173913043, "fast_rcnn/fg_cls_accuracy": 0.8168896321070234, "iteration": 15859, "loss_box_reg": 0.01086262011085637, "loss_cls": 0.0411379752040375, "loss_rpn_cls": 0.001238136421704894, "loss_rpn_loc": 0.0016686656636011321, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.524314820766449, "total_loss": 0.05520917333745956}
{"data_time": 0.003269747830927372, "eta_seconds": 12317.589427530766, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28708791208791207, "fast_rcnn/fg_cls_accuracy": 0.6840659340659341, "iteration": 15879, "loss_box_reg": 0.010322761867428198, "loss_cls": 0.04018153791548684, "loss_rpn_cls": 0.0009918541350089072, "loss_rpn_loc": 0.0016796392483229283, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5186733305454254, "total_loss": 0.053729738114839165}
{"data_time": 0.0031826701015233994, "eta_seconds": 12321.976786087267, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1980174081237911, "fast_rcnn/fg_cls_accuracy": 0.759796238244514, "iteration": 15899, "loss_box_reg": 0.010374847377534024, "loss_cls": 0.039535588352009654, "loss_rpn_cls": 0.0011232948994148728, "loss_rpn_loc": 0.0018958227483381052, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5087947342544794, "total_loss": 0.054376790718833945}
{"data_time": 0.003286483697593212, "eta_seconds": 12312.053238761611, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12976744186046513, "fast_rcnn/fg_cls_accuracy": 0.8702325581395349, "iteration": 15919, "loss_box_reg": 0.010372872289735824, "loss_cls": 0.038554506696527824, "loss_rpn_cls": 0.0008844726501138211, "loss_rpn_loc": 0.002040744224359514, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174916153773665, "total_loss": 0.051980071377329296}
{"data_time": 0.003158917650580406, "eta_seconds": 12303.905471372418, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21766169154228854, "fast_rcnn/fg_cls_accuracy": 0.7134977287475666, "iteration": 15939, "loss_box_reg": 0.010151772294193506, "loss_cls": 0.038894500117748976, "loss_rpn_cls": 0.0012856234233424857, "loss_rpn_loc": 0.001984482485568151, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5156747605651617, "total_loss": 0.05282446362110704}
{"data_time": 0.003418050706386566, "eta_seconds": 12291.602172379382, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18274582560296848, "fast_rcnn/fg_cls_accuracy": 0.8090277777777778, "iteration": 15959, "loss_box_reg": 0.01036427088547498, "loss_cls": 0.043038677249569446, "loss_rpn_cls": 0.0008589422985210149, "loss_rpn_loc": 0.0019020313156943303, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5172148561105132, "total_loss": 0.05689463198245903}
{"data_time": 0.0031098825857043266, "eta_seconds": 12283.450950826518, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16407982261640797, "fast_rcnn/fg_cls_accuracy": 0.835920177383592, "iteration": 15979, "loss_box_reg": 0.010042485228041187, "loss_cls": 0.038483427721075714, "loss_rpn_cls": 0.0009092879606100723, "loss_rpn_loc": 0.0020235113261151128, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398500366136432, "total_loss": 0.05298556371516838}
{"data_time": 0.003190109506249428, "eta_seconds": 12257.852897239849, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.33753501400560226, "fast_rcnn/fg_cls_accuracy": 0.6624649859943978, "iteration": 15999, "loss_box_reg": 0.010943972796667367, "loss_cls": 0.04220458312192932, "loss_rpn_cls": 0.0011072128027080907, "loss_rpn_loc": 0.0019428589002927765, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5008177310228348, "total_loss": 0.05644924561215703}
{"data_time": 0.0030363136902451515, "eta_seconds": 12247.638445427641, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15547169811320755, "fast_rcnn/fg_cls_accuracy": 0.8445283018867924, "iteration": 16019, "loss_box_reg": 0.010678632534109056, "loss_cls": 0.04037075300584547, "loss_rpn_cls": 0.0012014409143432658, "loss_rpn_loc": 0.001715729300485691, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48651276621967554, "total_loss": 0.05550067160805838}
{"data_time": 0.0032212277874350548, "eta_seconds": 12243.628662312403, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2811004784688995, "fast_rcnn/fg_cls_accuracy": 0.7188995215311005, "iteration": 16039, "loss_box_reg": 0.010200654505752027, "loss_cls": 0.04041742463596165, "loss_rpn_cls": 0.0007310434394298682, "loss_rpn_loc": 0.0018192056995758321, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5163926491513848, "total_loss": 0.05515660797851751}
{"data_time": 0.0031887032091617584, "eta_seconds": 12227.209541803226, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17323208353108688, "fast_rcnn/fg_cls_accuracy": 0.8267679164689132, "iteration": 16059, "loss_box_reg": 0.009861201950116083, "loss_cls": 0.03954277985030785, "loss_rpn_cls": 0.0008076639183514089, "loss_rpn_loc": 0.0017664734587015118, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5090228794142604, "total_loss": 0.05328391899118401}
{"data_time": 0.003175714984536171, "eta_seconds": 12214.931418797001, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1636904761904762, "fast_rcnn/fg_cls_accuracy": 0.8363095238095238, "iteration": 16079, "loss_box_reg": 0.010647919960319996, "loss_cls": 0.04092719926848076, "loss_rpn_cls": 0.0013547159883557924, "loss_rpn_loc": 0.0019632396615634207, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5105240391567349, "total_loss": 0.055390415171359564}
{"data_time": 0.0032256105914711952, "eta_seconds": 12218.507565309294, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3118181818181818, "fast_rcnn/fg_cls_accuracy": 0.6881818181818182, "iteration": 16099, "loss_box_reg": 0.01082084362860769, "loss_cls": 0.043118589237565175, "loss_rpn_cls": 0.0011038594237788857, "loss_rpn_loc": 0.002508368546841666, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5190549129620194, "total_loss": 0.05778420212322999}
{"data_time": 0.0032073501497507095, "eta_seconds": 12196.54572472535, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.19696969696969696, "fast_rcnn/fg_cls_accuracy": 0.803030303030303, "iteration": 16119, "loss_box_reg": 0.010094122844748199, "loss_cls": 0.03968401488964446, "loss_rpn_cls": 0.0009024660774343829, "loss_rpn_loc": 0.00185039549251087, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5079179489985108, "total_loss": 0.05334362320581931}
{"data_time": 0.0030016517266631126, "eta_seconds": 12177.301930008456, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2921717171717172, "fast_rcnn/fg_cls_accuracy": 0.7078282828282829, "iteration": 16139, "loss_box_reg": 0.010397636302514002, "loss_cls": 0.04214879625942558, "loss_rpn_cls": 0.0007043705812463941, "loss_rpn_loc": 0.0018449859744578134, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5015822583809495, "total_loss": 0.05557319859496346}
{"data_time": 0.003230176866054535, "eta_seconds": 12163.667551017366, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 16159, "loss_box_reg": 0.01081845018779859, "loss_cls": 0.04229207188473083, "loss_rpn_cls": 0.0009390543494909309, "loss_rpn_loc": 0.0018424852005409775, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49449000507593155, "total_loss": 0.055893010717682046}
{"data_time": 0.002961045131087303, "eta_seconds": 12156.888197256252, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16239316239316237, "fast_rcnn/fg_cls_accuracy": 0.8376068376068376, "iteration": 16179, "loss_box_reg": 0.010687674832297489, "loss_cls": 0.04073047754354775, "loss_rpn_cls": 0.00162225515620662, "loss_rpn_loc": 0.0020605944664566778, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5115263760089874, "total_loss": 0.05548518368829036}
{"data_time": 0.003193243406713009, "eta_seconds": 12150.888559564948, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24154589371980675, "fast_rcnn/fg_cls_accuracy": 0.7584541062801933, "iteration": 16199, "loss_box_reg": 0.010103240492753685, "loss_cls": 0.041635652392869815, "loss_rpn_cls": 0.0007945386748247074, "loss_rpn_loc": 0.001899800161481835, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.517707210034132, "total_loss": 0.0546095729245053}
{"data_time": 0.0032204752787947655, "eta_seconds": 12145.47355134599, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17844112769485904, "fast_rcnn/fg_cls_accuracy": 0.819538670284939, "iteration": 16219, "loss_box_reg": 0.010275379521772265, "loss_cls": 0.041344451950863004, "loss_rpn_cls": 0.000689130259132753, "loss_rpn_loc": 0.001582345419592457, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5162806715816259, "total_loss": 0.05339821169553716}
{"data_time": 0.0031379060819745064, "eta_seconds": 12122.517104562372, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.187683284457478, "fast_rcnn/fg_cls_accuracy": 0.8123167155425219, "iteration": 16239, "loss_box_reg": 0.010150151094421744, "loss_cls": 0.0392029388458468, "loss_rpn_cls": 0.0009208101641888788, "loss_rpn_loc": 0.001811949301554705, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49643449392169714, "total_loss": 0.053520887356057756}
{"data_time": 0.003003831021487713, "eta_seconds": 12120.257354423404, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.1925925925925926, "fast_rcnn/fg_cls_accuracy": 0.8074074074074074, "iteration": 16259, "loss_box_reg": 0.009967262507416308, "loss_cls": 0.03983976528979838, "loss_rpn_cls": 0.0012799229597248996, "loss_rpn_loc": 0.0018783154264383484, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5211310554295778, "total_loss": 0.052699549792151856}
{"data_time": 0.0031328238546848297, "eta_seconds": 12103.35933608003, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2186991869918699, "fast_rcnn/fg_cls_accuracy": 0.78130081300813, "iteration": 16279, "loss_box_reg": 0.010233779961708933, "loss_cls": 0.0418241465522442, "loss_rpn_cls": 0.001063242728065461, "loss_rpn_loc": 0.0019682129350258037, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5111802965402603, "total_loss": 0.0540154042425911}
{"data_time": 0.0033014435321092606, "eta_seconds": 12099.145922325552, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28979591836734697, "fast_rcnn/fg_cls_accuracy": 0.7102040816326531, "iteration": 16299, "loss_box_reg": 0.010171346744755283, "loss_cls": 0.04137343866750598, "loss_rpn_cls": 0.001297472205237682, "loss_rpn_loc": 0.0021463534376380267, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5292796269059181, "total_loss": 0.056254866859489994}
{"data_time": 0.0030655283480882645, "eta_seconds": 12081.702266450971, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3340896199659671, "fast_rcnn/fg_cls_accuracy": 0.6659103800340329, "iteration": 16319, "loss_box_reg": 0.010106957808602601, "loss_cls": 0.04084299481473863, "loss_rpn_cls": 0.0011084938150816015, "loss_rpn_loc": 0.002036199475696776, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49884886108338833, "total_loss": 0.054958425205455796}
{"data_time": 0.003104199655354023, "eta_seconds": 12072.745046624914, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30176470588235293, "fast_rcnn/fg_cls_accuracy": 0.6982352941176471, "iteration": 16339, "loss_box_reg": 0.010647752962540835, "loss_cls": 0.038159777934197336, "loss_rpn_cls": 0.001413313496811952, "loss_rpn_loc": 0.002118145868735155, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391514739021659, "total_loss": 0.05238302495301639}
{"data_time": 0.003156105987727642, "eta_seconds": 12061.294847395271, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.26051051051051055, "fast_rcnn/fg_cls_accuracy": 0.7022727272727273, "iteration": 16359, "loss_box_reg": 0.010635439481120557, "loss_cls": 0.04141368155251257, "loss_rpn_cls": 0.0015989245886629533, "loss_rpn_loc": 0.002360021200729534, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5148430550470948, "total_loss": 0.055959291748465034}
{"data_time": 0.0031773364171385765, "eta_seconds": 12047.973538103513, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18166666666666664, "fast_rcnn/fg_cls_accuracy": 0.8183333333333334, "iteration": 16379, "loss_box_reg": 0.009978224814403802, "loss_cls": 0.040683895407710224, "loss_rpn_cls": 0.001034365750683719, "loss_rpn_loc": 0.0017253430087293964, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058145048096776, "total_loss": 0.053341555978121846}
{"data_time": 0.0031538400799036026, "eta_seconds": 12030.666793221608, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2950904392764858, "fast_rcnn/fg_cls_accuracy": 0.7049095607235142, "iteration": 16399, "loss_box_reg": 0.010437065328005701, "loss_cls": 0.04014476353768259, "loss_rpn_cls": 0.0006986912270008361, "loss_rpn_loc": 0.001913115571369417, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5089291045442224, "total_loss": 0.051972007197548464}
{"data_time": 0.0032197097316384315, "eta_seconds": 12015.714550740086, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16145833333333331, "fast_rcnn/fg_cls_accuracy": 0.8385416666666667, "iteration": 16419, "loss_box_reg": 0.010130597715033218, "loss_cls": 0.03771558572771028, "loss_rpn_cls": 0.000650482797453833, "loss_rpn_loc": 0.0015059672914503608, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5063740136101842, "total_loss": 0.05101420904333054}
{"data_time": 0.00321818795055151, "eta_seconds": 12004.534176091664, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17272727272727273, "fast_rcnn/fg_cls_accuracy": 0.8052220888355341, "iteration": 16439, "loss_box_reg": 0.010276706743752584, "loss_cls": 0.03674952979781665, "loss_rpn_cls": 0.0009231140112433422, "loss_rpn_loc": 0.002097573727951385, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5035981861874461, "total_loss": 0.05348306661900892}
{"data_time": 0.003487739711999893, "eta_seconds": 11982.552036565728, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21842105263157896, "fast_rcnn/fg_cls_accuracy": 0.7815789473684212, "iteration": 16459, "loss_box_reg": 0.010742577695054933, "loss_cls": 0.0395857070107013, "loss_rpn_cls": 0.0008568844878027448, "loss_rpn_loc": 0.0018515863648644881, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49160724971443415, "total_loss": 0.0527035588845024}
{"data_time": 0.003069235011935234, "eta_seconds": 11969.373327765614, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16466165413533834, "fast_rcnn/fg_cls_accuracy": 0.8353383458646617, "iteration": 16479, "loss_box_reg": 0.009970268642064184, "loss_cls": 0.04064552433555946, "loss_rpn_cls": 0.000932886698421953, "loss_rpn_loc": 0.0018631848288350739, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4945664815604687, "total_loss": 0.05398999843774277}
{"data_time": 0.0031996387988328934, "eta_seconds": 11962.191725556739, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1834733893557423, "fast_rcnn/fg_cls_accuracy": 0.8165266106442577, "iteration": 16499, "loss_box_reg": 0.010248543985653669, "loss_cls": 0.04222104628570378, "loss_rpn_cls": 0.0011525756755759176, "loss_rpn_loc": 0.001734498560836073, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5215200046077371, "total_loss": 0.05567454729555266}
{"data_time": 0.003079419955611229, "eta_seconds": 11959.529264892451, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3421970357454228, "fast_rcnn/fg_cls_accuracy": 0.6578029642545772, "iteration": 16519, "loss_box_reg": 0.010154674819204956, "loss_cls": 0.03863324865233153, "loss_rpn_cls": 0.0011402844428403114, "loss_rpn_loc": 0.0018892546468123328, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5012572100386024, "total_loss": 0.052426260761308185}
{"data_time": 0.0031518349424004555, "eta_seconds": 11949.342706172727, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 16539, "loss_box_reg": 0.010083472414407879, "loss_cls": 0.03713843383593485, "loss_rpn_cls": 0.0010434350070909204, "loss_rpn_loc": 0.0016849321273184614, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5081237656995654, "total_loss": 0.050916614317088715}
{"data_time": 0.0029290495440363884, "eta_seconds": 11934.993670918047, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.237468671679198, "fast_rcnn/fg_cls_accuracy": 0.762531328320802, "iteration": 16559, "loss_box_reg": 0.010142297920538113, "loss_cls": 0.04191490192897618, "loss_rpn_cls": 0.0009129663674691813, "loss_rpn_loc": 0.002109777713485528, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5223864763975143, "total_loss": 0.05396490627458661}
{"data_time": 0.0034924009814858437, "eta_seconds": 11936.075274319388, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22252747252747251, "fast_rcnn/fg_cls_accuracy": 0.7774725274725275, "iteration": 16579, "loss_box_reg": 0.010176849813433364, "loss_cls": 0.043390246806666255, "loss_rpn_cls": 0.0012920682327717259, "loss_rpn_loc": 0.0016052008541009855, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215951427817345, "total_loss": 0.056814819044092246}
{"data_time": 0.003193352371454239, "eta_seconds": 11930.24133654777, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2743993993993994, "fast_rcnn/fg_cls_accuracy": 0.6933760683760684, "iteration": 16599, "loss_box_reg": 0.010176530224271119, "loss_cls": 0.03862766904057935, "loss_rpn_cls": 0.0010559249167272355, "loss_rpn_loc": 0.002064473810605705, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5164367444813251, "total_loss": 0.05287007467606486}
{"data_time": 0.003197318874299526, "eta_seconds": 11930.075580968522, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2650793650793651, "fast_rcnn/fg_cls_accuracy": 0.734920634920635, "iteration": 16619, "loss_box_reg": 0.010271852486766875, "loss_cls": 0.03813554480439052, "loss_rpn_cls": 0.0011282812481567817, "loss_rpn_loc": 0.0019223246126784943, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.525043717585504, "total_loss": 0.050719105140956344}
{"data_time": 0.0031836358830332756, "eta_seconds": 11925.579000525177, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2645474137931034, "fast_rcnn/fg_cls_accuracy": 0.7354525862068966, "iteration": 16639, "loss_box_reg": 0.010109669849043712, "loss_cls": 0.039198058017063886, "loss_rpn_cls": 0.001045241209624237, "loss_rpn_loc": 0.0020291025739425095, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5131843704730272, "total_loss": 0.053067317844153195}
{"data_time": 0.0033493246883153915, "eta_seconds": 11914.53118168749, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2234927234927235, "fast_rcnn/fg_cls_accuracy": 0.7634032634032635, "iteration": 16659, "loss_box_reg": 0.009747286268975586, "loss_cls": 0.041929839906515554, "loss_rpn_cls": 0.0012339527758058466, "loss_rpn_loc": 0.0017950369656318799, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5037457747384906, "total_loss": 0.05406235695181749}
{"data_time": 0.0035288557410240173, "eta_seconds": 11905.159362666309, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.20107770845150313, "fast_rcnn/fg_cls_accuracy": 0.7989222915484968, "iteration": 16679, "loss_box_reg": 0.009981272363802418, "loss_cls": 0.03652484621852636, "loss_rpn_cls": 0.0008288475879396628, "loss_rpn_loc": 0.0016324542521033436, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138450255617499, "total_loss": 0.04928112421052333}
{"data_time": 0.003396260552108288, "eta_seconds": 11889.255853562616, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19574468085106383, "fast_rcnn/fg_cls_accuracy": 0.7741187384044527, "iteration": 16699, "loss_box_reg": 0.01007227407535538, "loss_cls": 0.039778851642040536, "loss_rpn_cls": 0.0013916698298714891, "loss_rpn_loc": 0.0016848514533194248, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5017656292766333, "total_loss": 0.05482763436549476}
{"data_time": 0.003079189918935299, "eta_seconds": 11864.364255279303, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1759899434318039, "fast_rcnn/fg_cls_accuracy": 0.8240100565681961, "iteration": 16719, "loss_box_reg": 0.009885952458716929, "loss_cls": 0.040557499771239236, "loss_rpn_cls": 0.0006047872134331556, "loss_rpn_loc": 0.001533292273961706, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.507363673299551, "total_loss": 0.053748785685996836}
{"data_time": 0.003075895830988884, "eta_seconds": 11851.681569970213, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19347319347319347, "fast_rcnn/fg_cls_accuracy": 0.8065268065268065, "iteration": 16739, "loss_box_reg": 0.009929279796779156, "loss_cls": 0.04092601896263659, "loss_rpn_cls": 0.0006935976551858403, "loss_rpn_loc": 0.0018036715555354021, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5116340387612581, "total_loss": 0.05405913816437646}
{"data_time": 0.0030463412404060364, "eta_seconds": 11848.670522742905, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23273273273273273, "fast_rcnn/fg_cls_accuracy": 0.7672672672672673, "iteration": 16759, "loss_box_reg": 0.010361334949266165, "loss_cls": 0.03813659536535852, "loss_rpn_cls": 0.0008016812783466776, "loss_rpn_loc": 0.0017062365495803533, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5184470089152455, "total_loss": 0.0540857890737243}
{"data_time": 0.0030518919229507446, "eta_seconds": 11838.474171017297, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18181818181818182, "fast_rcnn/fg_cls_accuracy": 0.8181818181818182, "iteration": 16779, "loss_box_reg": 0.009632737666834146, "loss_cls": 0.03542887093499303, "loss_rpn_cls": 0.000567478753339401, "loss_rpn_loc": 0.0016825737693579867, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150146875530481, "total_loss": 0.0481113655473564}
{"data_time": 0.003326217643916607, "eta_seconds": 11837.008937952109, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19901719901719903, "fast_rcnn/fg_cls_accuracy": 0.8009828009828011, "iteration": 16799, "loss_box_reg": 0.010546597768552601, "loss_cls": 0.03808457305422053, "loss_rpn_cls": 0.000805071376532851, "loss_rpn_loc": 0.0015936887502903119, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5260704532265663, "total_loss": 0.050766408832942034}
{"data_time": 0.0032053403556346893, "eta_seconds": 11800.437391673215, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1945945945945946, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 16819, "loss_box_reg": 0.009947518730768934, "loss_cls": 0.040831502818036824, "loss_rpn_cls": 0.0013542874799838955, "loss_rpn_loc": 0.0017484908385085873, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49068249855190516, "total_loss": 0.05412783577719438}
{"data_time": 0.0031556719914078712, "eta_seconds": 11813.556848434731, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1270996640537514, "fast_rcnn/fg_cls_accuracy": 0.8729003359462486, "iteration": 16839, "loss_box_reg": 0.010406055720523, "loss_cls": 0.03843163239071146, "loss_rpn_cls": 0.000914125438246316, "loss_rpn_loc": 0.0016147890746651683, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.514119659550488, "total_loss": 0.05245762118750008}
{"data_time": 0.003460685722529888, "eta_seconds": 11792.406778522767, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20894708128750683, "fast_rcnn/fg_cls_accuracy": 0.7910529187124932, "iteration": 16859, "loss_box_reg": 0.010279635316692293, "loss_cls": 0.03844449683674611, "loss_rpn_cls": 0.0009295442174561686, "loss_rpn_loc": 0.001734427067276556, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5072479490190744, "total_loss": 0.05151031371224235}
{"data_time": 0.003115088678896427, "eta_seconds": 11769.894005128182, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.17407407407407408, "fast_rcnn/fg_cls_accuracy": 0.825925925925926, "iteration": 16879, "loss_box_reg": 0.009949226950993761, "loss_cls": 0.0379956726974342, "loss_rpn_cls": 0.0007125356943333827, "loss_rpn_loc": 0.001701684583167662, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5099008204415441, "total_loss": 0.05146589092692011}
{"data_time": 0.003290761262178421, "eta_seconds": 11755.643605489284, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23195084485407064, "fast_rcnn/fg_cls_accuracy": 0.7380952380952381, "iteration": 16899, "loss_box_reg": 0.00985439369105734, "loss_cls": 0.03856915672076866, "loss_rpn_cls": 0.0010071347967368638, "loss_rpn_loc": 0.0014841475731373066, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49969796277582645, "total_loss": 0.05157493720082584}
{"data_time": 0.00317979883402586, "eta_seconds": 11745.721649886109, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16216216216216217, "fast_rcnn/fg_cls_accuracy": 0.8335530652603823, "iteration": 16919, "loss_box_reg": 0.010326829389669001, "loss_cls": 0.04118729307083413, "loss_rpn_cls": 0.0008229629347482614, "loss_rpn_loc": 0.0019301172160339775, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5271101705729961, "total_loss": 0.055560566593896965}
{"data_time": 0.003121710382401943, "eta_seconds": 11735.288393843919, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 16939, "loss_box_reg": 0.010054605299956165, "loss_cls": 0.03961294985492714, "loss_rpn_cls": 0.0009988123194375476, "loss_rpn_loc": 0.001741518877679482, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.502835619263351, "total_loss": 0.052088491633604406}
{"data_time": 0.0032398132607340813, "eta_seconds": 11725.365995191969, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16527777777777777, "fast_rcnn/fg_cls_accuracy": 0.8347222222222221, "iteration": 16959, "loss_box_reg": 0.010153015318792313, "loss_cls": 0.04014988467679359, "loss_rpn_cls": 0.000901570901589821, "loss_rpn_loc": 0.0017140554991783574, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5138392057269812, "total_loss": 0.053733948607117554}
{"data_time": 0.0031918035820126534, "eta_seconds": 11715.773607856594, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18226919758412424, "fast_rcnn/fg_cls_accuracy": 0.8177308024158758, "iteration": 16979, "loss_box_reg": 0.010196573712164536, "loss_cls": 0.04127839198918082, "loss_rpn_cls": 0.0010447169810277046, "loss_rpn_loc": 0.0017697758812573738, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176354264840484, "total_loss": 0.05397353294350182}
{"data_time": 0.003153769299387932, "eta_seconds": 11729.306007851847, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19444444444444442, "fast_rcnn/fg_cls_accuracy": 0.8055555555555556, "iteration": 16999, "loss_box_reg": 0.009617215197067708, "loss_cls": 0.03795439767418429, "loss_rpn_cls": 0.0010902654672690915, "loss_rpn_loc": 0.0017463585572841112, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5267628859728575, "total_loss": 0.05032705769281165}
{"data_time": 0.0034665344282984734, "eta_seconds": 11724.766277448274, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16521739130434782, "fast_rcnn/fg_cls_accuracy": 0.8347826086956522, "iteration": 17019, "loss_box_reg": 0.009730459685670212, "loss_cls": 0.042716766271041706, "loss_rpn_cls": 0.0008845217344060075, "loss_rpn_loc": 0.0018083631657646038, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047276467084885, "total_loss": 0.05691962890699642}
{"data_time": 0.00304407998919487, "eta_seconds": 11708.9081016602, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33814589665653494, "fast_rcnn/fg_cls_accuracy": 0.6618541033434651, "iteration": 17039, "loss_box_reg": 0.010383271845057607, "loss_cls": 0.04144616884877905, "loss_rpn_cls": 0.0015377562587559623, "loss_rpn_loc": 0.0019397530759306392, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5090257413685322, "total_loss": 0.054763085448030324}
{"data_time": 0.003283299505710602, "eta_seconds": 11704.358520993032, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21980676328502413, "fast_rcnn/fg_cls_accuracy": 0.761437908496732, "iteration": 17059, "loss_box_reg": 0.009816306905122474, "loss_cls": 0.04101200646255165, "loss_rpn_cls": 0.0009768482297545233, "loss_rpn_loc": 0.0017060807113011833, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5154499728232622, "total_loss": 0.05493070509231757}
{"data_time": 0.0032812198624014854, "eta_seconds": 11694.15464276541, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2519493177387914, "fast_rcnn/fg_cls_accuracy": 0.7480506822612085, "iteration": 17079, "loss_box_reg": 0.009506637608865276, "loss_cls": 0.040300642722286284, "loss_rpn_cls": 0.0007784914957653655, "loss_rpn_loc": 0.0017536931336508133, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5129677597433329, "total_loss": 0.05399415795920959}
{"data_time": 0.0032360050827264786, "eta_seconds": 11674.163757045753, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.212143928035982, "fast_rcnn/fg_cls_accuracy": 0.787856071964018, "iteration": 17099, "loss_box_reg": 0.010335777653381228, "loss_cls": 0.03997111495118588, "loss_rpn_cls": 0.0009241820714009918, "loss_rpn_loc": 0.0015195401210803539, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.50724564678967, "total_loss": 0.053504093887966064}
{"data_time": 0.0031168563291430473, "eta_seconds": 11661.59581609536, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 17119, "loss_box_reg": 0.010050652897916734, "loss_cls": 0.03743664198555052, "loss_rpn_cls": 0.0005782976490991132, "loss_rpn_loc": 0.0018608573409437668, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.495419017970562, "total_loss": 0.05125396492158529}
{"data_time": 0.0031478656455874443, "eta_seconds": 11656.5436245054, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23223039215686275, "fast_rcnn/fg_cls_accuracy": 0.7654166666666666, "iteration": 17139, "loss_box_reg": 0.010396130965091288, "loss_cls": 0.04183748850482516, "loss_rpn_cls": 0.0007992259808702329, "loss_rpn_loc": 0.0018720217394729843, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5096427425742149, "total_loss": 0.05473058075369863}
{"data_time": 0.0031104087829589844, "eta_seconds": 11646.345869705081, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14027777777777778, "fast_rcnn/fg_cls_accuracy": 0.8472222222222222, "iteration": 17159, "loss_box_reg": 0.00964587603812106, "loss_cls": 0.039519390411442146, "loss_rpn_cls": 0.0009571158652192935, "loss_rpn_loc": 0.0015116782560653519, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4969395427033305, "total_loss": 0.05337422229092681}
{"data_time": 0.00323641300201416, "eta_seconds": 11631.016044714488, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28260869565217395, "fast_rcnn/fg_cls_accuracy": 0.717391304347826, "iteration": 17179, "loss_box_reg": 0.009748398719239049, "loss_cls": 0.035985012305900455, "loss_rpn_cls": 0.0014201208706481339, "loss_rpn_loc": 0.0015261069984262576, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5121423145756125, "total_loss": 0.0505596376595463}
{"data_time": 0.003223585896193981, "eta_seconds": 11614.865178028122, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24202898550724639, "fast_rcnn/fg_cls_accuracy": 0.7579710144927536, "iteration": 17199, "loss_box_reg": 0.01050584512995556, "loss_cls": 0.03932920700754039, "loss_rpn_cls": 0.0010386333294150063, "loss_rpn_loc": 0.0014734097312611993, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4992380430921912, "total_loss": 0.051237636209251036}
{"data_time": 0.0032134922221302986, "eta_seconds": 11593.740952827036, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.22828282828282828, "fast_rcnn/fg_cls_accuracy": 0.7717171717171717, "iteration": 17219, "loss_box_reg": 0.00927755143493414, "loss_cls": 0.04173800130956806, "loss_rpn_cls": 0.001123846538291673, "loss_rpn_loc": 0.0015604896998411277, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.507280102930963, "total_loss": 0.053474456902961265}
{"data_time": 0.0032822731882333755, "eta_seconds": 11599.137609285302, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23443223443223443, "fast_rcnn/fg_cls_accuracy": 0.7655677655677655, "iteration": 17239, "loss_box_reg": 0.009899086639052257, "loss_cls": 0.03961005524615757, "loss_rpn_cls": 0.001230017271154793, "loss_rpn_loc": 0.0018600197272462538, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5140981618314981, "total_loss": 0.05345189432941311}
{"data_time": 0.003020455129444599, "eta_seconds": 11580.987766429782, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19817927170868346, "fast_rcnn/fg_cls_accuracy": 0.8018207282913166, "iteration": 17259, "loss_box_reg": 0.010194733826210722, "loss_cls": 0.041596288880100474, "loss_rpn_cls": 0.0009045330184846989, "loss_rpn_loc": 0.0014923939706932288, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4913570126518607, "total_loss": 0.05460990419607015}
{"data_time": 0.003151598386466503, "eta_seconds": 11565.708133515902, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.7782258064516129, "iteration": 17279, "loss_box_reg": 0.0098554203286767, "loss_cls": 0.041325396654428914, "loss_rpn_cls": 0.0014202659228317316, "loss_rpn_loc": 0.0018608311547723133, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5036522038280964, "total_loss": 0.05487523698445784}
{"data_time": 0.003023647703230381, "eta_seconds": 11551.323296145536, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.8068081343943413, "iteration": 17299, "loss_box_reg": 0.010087330010719597, "loss_cls": 0.03988234486314468, "loss_rpn_cls": 0.0006117933013456422, "loss_rpn_loc": 0.0015872895000939025, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109531562775373, "total_loss": 0.0528916805760673}
{"data_time": 0.003106883727014065, "eta_seconds": 11550.432414159179, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1272655634357762, "fast_rcnn/fg_cls_accuracy": 0.8727344365642238, "iteration": 17319, "loss_box_reg": 0.010261378949508071, "loss_cls": 0.03866419507539831, "loss_rpn_cls": 0.00116066401523085, "loss_rpn_loc": 0.0017281966465816367, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5109650762751698, "total_loss": 0.0527224679032372}
{"data_time": 0.003322560340166092, "eta_seconds": 11535.166234479286, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6936813186813187, "iteration": 17339, "loss_box_reg": 0.010091181262396276, "loss_cls": 0.04114652966381982, "loss_rpn_cls": 0.0007655135563027216, "loss_rpn_loc": 0.0019109823042526841, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5153949037194252, "total_loss": 0.05486877259119183}
{"data_time": 0.0031418073922395706, "eta_seconds": 11537.366079197265, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13475390156062425, "fast_rcnn/fg_cls_accuracy": 0.8652460984393757, "iteration": 17359, "loss_box_reg": 0.009863027604296803, "loss_cls": 0.0409034964395687, "loss_rpn_cls": 0.0010566701579364235, "loss_rpn_loc": 0.0020630706276278943, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357987098395824, "total_loss": 0.05470961494927451}
{"data_time": 0.0030612461268901825, "eta_seconds": 11529.083473444916, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1259920634920635, "fast_rcnn/fg_cls_accuracy": 0.8531746031746033, "iteration": 17379, "loss_box_reg": 0.009509000810794532, "loss_cls": 0.03748392313718796, "loss_rpn_cls": 0.000901939258199036, "loss_rpn_loc": 0.0018756102726911195, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512724244967103, "total_loss": 0.05030257586378184}
{"data_time": 0.003104965202510357, "eta_seconds": 11521.233792104758, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1590909090909091, "fast_rcnn/fg_cls_accuracy": 0.8409090909090909, "iteration": 17399, "loss_box_reg": 0.010161179554415867, "loss_cls": 0.03868943313136697, "loss_rpn_cls": 0.0007386996623495179, "loss_rpn_loc": 0.0016961882665782468, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5148244258016348, "total_loss": 0.05299065177314333}
{"data_time": 0.003281969577074051, "eta_seconds": 11518.274551654235, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15942028985507245, "fast_rcnn/fg_cls_accuracy": 0.8405797101449275, "iteration": 17419, "loss_box_reg": 0.010141226724954322, "loss_cls": 0.04101097569218837, "loss_rpn_cls": 0.0009774343755566406, "loss_rpn_loc": 0.0020676652693509823, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5258381403982639, "total_loss": 0.053721672956442035}
{"data_time": 0.003222070634365082, "eta_seconds": 11508.072811650112, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2319327731092437, "fast_rcnn/fg_cls_accuracy": 0.7680672268907562, "iteration": 17439, "loss_box_reg": 0.010021812777267769, "loss_cls": 0.03859115406521596, "loss_rpn_cls": 0.0013424868936340317, "loss_rpn_loc": 0.0015735943234176375, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4976960914209485, "total_loss": 0.0528613418818793}
{"data_time": 0.0030487990006804466, "eta_seconds": 11500.833910536952, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1751918158567775, "fast_rcnn/fg_cls_accuracy": 0.8248081841432224, "iteration": 17459, "loss_box_reg": 0.010177033400395885, "loss_cls": 0.040700820012716576, "loss_rpn_cls": 0.0010336622156614794, "loss_rpn_loc": 0.0016064173923950875, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5015625981613994, "total_loss": 0.05436891905020502}
{"data_time": 0.0033112801611423492, "eta_seconds": 11493.390285992995, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21182983682983683, "fast_rcnn/fg_cls_accuracy": 0.7743741765480896, "iteration": 17479, "loss_box_reg": 0.009715247171698138, "loss_cls": 0.037466646055690944, "loss_rpn_cls": 0.0006298882387341109, "loss_rpn_loc": 0.002370656500715995, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5105262994766235, "total_loss": 0.050030174123449456}
{"data_time": 0.003115704283118248, "eta_seconds": 11478.20173229929, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18827838827838828, "fast_rcnn/fg_cls_accuracy": 0.7775000000000001, "iteration": 17499, "loss_box_reg": 0.00988716265419498, "loss_cls": 0.04115843237377703, "loss_rpn_cls": 0.001308855686716015, "loss_rpn_loc": 0.0015137551436055219, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5095256371423602, "total_loss": 0.05312571970540603}
{"data_time": 0.003113117069005966, "eta_seconds": 11465.066308501177, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28216180371352784, "fast_rcnn/fg_cls_accuracy": 0.7178381962864722, "iteration": 17519, "loss_box_reg": 0.010107262234669179, "loss_cls": 0.0439440232294146, "loss_rpn_cls": 0.0007528736070554487, "loss_rpn_loc": 0.0015930741483316524, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5032089380547404, "total_loss": 0.05638229525050065}
{"data_time": 0.0031667612493038177, "eta_seconds": 11460.00398867391, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21022727272727273, "fast_rcnn/fg_cls_accuracy": 0.7459893048128342, "iteration": 17539, "loss_box_reg": 0.010073680256027728, "loss_cls": 0.042306308168917894, "loss_rpn_cls": 0.0011812084172788673, "loss_rpn_loc": 0.0016989399555313867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5128875942900777, "total_loss": 0.05648018336887617}
{"data_time": 0.003208070993423462, "eta_seconds": 11447.594554665498, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2768537768537769, "fast_rcnn/fg_cls_accuracy": 0.7231462231462231, "iteration": 17559, "loss_box_reg": 0.00973651756066829, "loss_cls": 0.043128937599249184, "loss_rpn_cls": 0.0009240858021257736, "loss_rpn_loc": 0.0014524418984365184, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104024587199092, "total_loss": 0.055294268611291386}
{"data_time": 0.003081204369664192, "eta_seconds": 11426.314610778354, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1856060606060606, "fast_rcnn/fg_cls_accuracy": 0.8143939393939394, "iteration": 17579, "loss_box_reg": 0.01023395877564326, "loss_cls": 0.038798301393399015, "loss_rpn_cls": 0.0014050851452793722, "loss_rpn_loc": 0.0019224580755690113, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49926369450986385, "total_loss": 0.05283890033518901}
{"data_time": 0.003198007121682167, "eta_seconds": 11415.06724703405, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15047169811320754, "fast_rcnn/fg_cls_accuracy": 0.8476052249637156, "iteration": 17599, "loss_box_reg": 0.00922251446172595, "loss_cls": 0.03944351809332147, "loss_rpn_cls": 0.0009723573957671761, "loss_rpn_loc": 0.0016252104614977725, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5029798783361912, "total_loss": 0.05012060769371374}
{"data_time": 0.0032845651730895042, "eta_seconds": 11397.655652806163, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29130434782608694, "fast_rcnn/fg_cls_accuracy": 0.708695652173913, "iteration": 17619, "loss_box_reg": 0.010620655011734925, "loss_cls": 0.04088910386781208, "loss_rpn_cls": 0.0006472213742085842, "loss_rpn_loc": 0.0017367623113386799, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5091156829148531, "total_loss": 0.05398904291195805}
{"data_time": 0.0031715473160147667, "eta_seconds": 11379.491091041826, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7645021645021646, "iteration": 17639, "loss_box_reg": 0.00970469813910313, "loss_cls": 0.039053920248989016, "loss_rpn_cls": 0.0009658858775765111, "loss_rpn_loc": 0.0018532699923525797, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49660133942961693, "total_loss": 0.05166922496573534}
{"data_time": 0.0032368116080760956, "eta_seconds": 11380.54045622237, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21951219512195122, "fast_rcnn/fg_cls_accuracy": 0.7804878048780488, "iteration": 17659, "loss_box_reg": 0.009829418151639402, "loss_cls": 0.04153041250538081, "loss_rpn_cls": 0.0009000395157272578, "loss_rpn_loc": 0.0018131012657249812, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5130921388044953, "total_loss": 0.05335580087262315}
{"data_time": 0.003326408565044403, "eta_seconds": 11367.10030053556, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2575, "fast_rcnn/fg_cls_accuracy": 0.7424999999999999, "iteration": 17679, "loss_box_reg": 0.010800378571730107, "loss_cls": 0.04053765904973261, "loss_rpn_cls": 0.0007317916874853836, "loss_rpn_loc": 0.0017354861374769825, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5100225545465946, "total_loss": 0.05512461075579722}
{"data_time": 0.0033338163048028946, "eta_seconds": 11364.635095208883, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18007202881152462, "fast_rcnn/fg_cls_accuracy": 0.8199279711884754, "iteration": 17699, "loss_box_reg": 0.00934774539200589, "loss_cls": 0.03583220491418615, "loss_rpn_cls": 0.0007007101967246854, "loss_rpn_loc": 0.0015272539640136529, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5189654817804694, "total_loss": 0.047712983944450116}
{"data_time": 0.0032905926927924156, "eta_seconds": 11353.917830952443, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 17719, "loss_box_reg": 0.010250148508930579, "loss_cls": 0.04131516348570585, "loss_rpn_cls": 0.0013759649783651184, "loss_rpn_loc": 0.002090891930492944, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.49712654389441013, "total_loss": 0.05464794909269699}
{"data_time": 0.0032045021653175354, "eta_seconds": 11331.316398189403, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2612781954887218, "fast_rcnn/fg_cls_accuracy": 0.7387218045112782, "iteration": 17739, "loss_box_reg": 0.010045617178548127, "loss_cls": 0.038862225133925676, "loss_rpn_cls": 0.0007585360592656798, "loss_rpn_loc": 0.0016936960428211023, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4851384134963155, "total_loss": 0.0513325929068742}
{"data_time": 0.0029946081340312958, "eta_seconds": 11326.359830841422, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21845174973488865, "fast_rcnn/fg_cls_accuracy": 0.7718228498074455, "iteration": 17759, "loss_box_reg": 0.01016511843772605, "loss_cls": 0.04068320881924592, "loss_rpn_cls": 0.0015721873863299152, "loss_rpn_loc": 0.0017720578034641221, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5142514202743769, "total_loss": 0.05419621975531186}
{"data_time": 0.003223770298063755, "eta_seconds": 11308.508156530559, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21523809523809523, "fast_rcnn/fg_cls_accuracy": 0.7728571428571429, "iteration": 17779, "loss_box_reg": 0.009869907051324844, "loss_cls": 0.04425949483993463, "loss_rpn_cls": 0.0008860194734552351, "loss_rpn_loc": 0.0019457821654214058, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504174817353487, "total_loss": 0.05618914033789224}
{"data_time": 0.003583282232284546, "eta_seconds": 11294.34938091226, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.27564102564102566, "fast_rcnn/fg_cls_accuracy": 0.7243589743589743, "iteration": 17799, "loss_box_reg": 0.010192137240665033, "loss_cls": 0.04424602637300268, "loss_rpn_cls": 0.0013104604847171686, "loss_rpn_loc": 0.0016171532352018403, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089878905564547, "total_loss": 0.05702726833703764}
{"data_time": 0.003282894380390644, "eta_seconds": 11287.208906367421, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1997863247863248, "fast_rcnn/fg_cls_accuracy": 0.7921727395411606, "iteration": 17819, "loss_box_reg": 0.009805126552237198, "loss_cls": 0.04012538550887257, "loss_rpn_cls": 0.0007830055590147822, "loss_rpn_loc": 0.0014400774980458664, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5026916740462184, "total_loss": 0.051827702973128}
{"data_time": 0.0030904775485396385, "eta_seconds": 11270.794277102686, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2518518518518518, "fast_rcnn/fg_cls_accuracy": 0.7481481481481481, "iteration": 17839, "loss_box_reg": 0.009583424136508256, "loss_cls": 0.04086473982897587, "loss_rpn_cls": 0.0010843552939263645, "loss_rpn_loc": 0.0019529940527718281, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5099736349657178, "total_loss": 0.05414527448465378}
{"data_time": 0.003219110891222954, "eta_seconds": 11275.43424372375, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27182539682539686, "fast_rcnn/fg_cls_accuracy": 0.7281746031746033, "iteration": 17859, "loss_box_reg": 0.01010982901789248, "loss_cls": 0.04213709564646706, "loss_rpn_cls": 0.001077360871079236, "loss_rpn_loc": 0.0014478579887509113, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5284787192940712, "total_loss": 0.05563453983177169}
{"data_time": 0.0034390976652503014, "eta_seconds": 11257.617070816457, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7280487804878049, "iteration": 17879, "loss_box_reg": 0.009794670884730294, "loss_cls": 0.040392457973212004, "loss_rpn_cls": 0.0005865668197593266, "loss_rpn_loc": 0.0017974041984416544, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5012687537819147, "total_loss": 0.0520794997310432}
{"data_time": 0.003095267340540886, "eta_seconds": 11255.064008876681, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11858974358974358, "fast_rcnn/fg_cls_accuracy": 0.847326454033771, "iteration": 17899, "loss_box_reg": 0.009855468175373971, "loss_cls": 0.03863743442343548, "loss_rpn_cls": 0.0009446857765169625, "loss_rpn_loc": 0.001628728747164132, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5035138642415404, "total_loss": 0.051903844682897216}
{"data_time": 0.003032030537724495, "eta_seconds": 11244.878891453147, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22842261904761904, "fast_rcnn/fg_cls_accuracy": 0.7715773809523809, "iteration": 17919, "loss_box_reg": 0.010371259384555742, "loss_cls": 0.04015308528323658, "loss_rpn_cls": 0.0008616291682415067, "loss_rpn_loc": 0.0020290311258577276, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.524542017839849, "total_loss": 0.0538904244477294}
{"data_time": 0.003332187421619892, "eta_seconds": 11241.810568136163, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15097402597402598, "fast_rcnn/fg_cls_accuracy": 0.849025974025974, "iteration": 17939, "loss_box_reg": 0.01012625204748474, "loss_cls": 0.03916644328273833, "loss_rpn_cls": 0.001297675147384325, "loss_rpn_loc": 0.0017037417383107822, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5149644538760185, "total_loss": 0.05121198246388303}
{"data_time": 0.003312865272164345, "eta_seconds": 11231.618998789228, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.18407407407407406, "fast_rcnn/fg_cls_accuracy": 0.8159259259259259, "iteration": 17959, "loss_box_reg": 0.009257211990188807, "loss_cls": 0.03637699954560958, "loss_rpn_cls": 0.000868103054074254, "loss_rpn_loc": 0.0020090395810257178, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143783232197165, "total_loss": 0.04943186897077112}
{"data_time": 0.003193325363099575, "eta_seconds": 11210.827674968168, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2204861111111111, "fast_rcnn/fg_cls_accuracy": 0.7795138888888888, "iteration": 17979, "loss_box_reg": 0.010137469391338527, "loss_cls": 0.03966205372125842, "loss_rpn_cls": 0.0011297171269006867, "loss_rpn_loc": 0.0017194765769090736, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5069520398974419, "total_loss": 0.05432485653744834}
{"data_time": 0.003207828849554062, "eta_seconds": 11194.534991532564, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14358108108108109, "fast_rcnn/fg_cls_accuracy": 0.8564189189189189, "iteration": 17999, "loss_box_reg": 0.009887659311061725, "loss_cls": 0.04072340382845141, "loss_rpn_cls": 0.0009351700599609103, "loss_rpn_loc": 0.0019201650211471133, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5172507427632809, "total_loss": 0.05477455250577634}
{"data_time": 0.003405936062335968, "eta_seconds": 11184.358604103327, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2150786308973173, "fast_rcnn/fg_cls_accuracy": 0.7822134387351779, "iteration": 18019, "loss_box_reg": 0.009970628714654595, "loss_cls": 0.0399194028286729, "loss_rpn_cls": 0.0009125243082053203, "loss_rpn_loc": 0.0016694765508873388, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5076687661930919, "total_loss": 0.05191047424985129}
{"data_time": 0.0035028913989663124, "eta_seconds": 11175.414210032672, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28038033395176254, "fast_rcnn/fg_cls_accuracy": 0.7196196660482375, "iteration": 18039, "loss_box_reg": 0.010703879437642172, "loss_cls": 0.04113262449391186, "loss_rpn_cls": 0.0009367453185404884, "loss_rpn_loc": 0.0017728250841173576, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5183410653844476, "total_loss": 0.055463788184425766}
{"data_time": 0.0031047584488987923, "eta_seconds": 11162.67769132182, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2494824016563147, "fast_rcnn/fg_cls_accuracy": 0.7505175983436853, "iteration": 18059, "loss_box_reg": 0.009494011494098231, "loss_cls": 0.03802398170228116, "loss_rpn_cls": 0.0011883641815302326, "loss_rpn_loc": 0.0017053883857442997, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5001135049387813, "total_loss": 0.05170730430944559}
{"data_time": 0.003389197401702404, "eta_seconds": 11152.502514537424, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13548951048951047, "fast_rcnn/fg_cls_accuracy": 0.8645104895104896, "iteration": 18079, "loss_box_reg": 0.010087570990435779, "loss_cls": 0.03871414216700941, "loss_rpn_cls": 0.0007505578559516835, "loss_rpn_loc": 0.001965185954759363, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5114746475592256, "total_loss": 0.0520164584821714}
{"data_time": 0.003216015174984932, "eta_seconds": 11143.653054386377, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28134920634920635, "fast_rcnn/fg_cls_accuracy": 0.7186507936507937, "iteration": 18099, "loss_box_reg": 0.009360022668261081, "loss_cls": 0.038923125044675544, "loss_rpn_cls": 0.0008468028415791196, "loss_rpn_loc": 0.001441763433831511, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.495958486571908, "total_loss": 0.05088584590333767}
{"data_time": 0.0033432496711611748, "eta_seconds": 11141.316105626523, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.132213608957795, "fast_rcnn/fg_cls_accuracy": 0.867786391042205, "iteration": 18119, "loss_box_reg": 0.009771240409463644, "loss_cls": 0.038165173231391236, "loss_rpn_cls": 0.0005286759550244824, "loss_rpn_loc": 0.0017424681409465848, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5174733931198716, "total_loss": 0.05120098454165145}
{"data_time": 0.0034327665343880653, "eta_seconds": 11141.026545052417, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 18139, "loss_box_reg": 0.009084355813683942, "loss_cls": 0.03815824934281409, "loss_rpn_cls": 0.0009629771865320436, "loss_rpn_loc": 0.002065907838186831, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5277496594935656, "total_loss": 0.050935042556034205}
{"data_time": 0.0032577738165855408, "eta_seconds": 11140.57000512164, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14147286821705427, "fast_rcnn/fg_cls_accuracy": 0.8003875968992249, "iteration": 18159, "loss_box_reg": 0.009302820370066911, "loss_cls": 0.04001168397371657, "loss_rpn_cls": 0.0008450861500364226, "loss_rpn_loc": 0.0014971582786529325, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5150799686089158, "total_loss": 0.05569326665076346}
{"data_time": 0.003287159837782383, "eta_seconds": 11127.594743009657, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2323529411764706, "fast_rcnn/fg_cls_accuracy": 0.7565359477124183, "iteration": 18179, "loss_box_reg": 0.009747507079737261, "loss_cls": 0.04268276027869433, "loss_rpn_cls": 0.0008609610858911765, "loss_rpn_loc": 0.0016327663761330768, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5071723144501448, "total_loss": 0.05600427372934291}
{"data_time": 0.003132551908493042, "eta_seconds": 11122.299976827577, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23790322580645162, "fast_rcnn/fg_cls_accuracy": 0.7620967741935484, "iteration": 18199, "loss_box_reg": 0.009771362936589867, "loss_cls": 0.039857136202044785, "loss_rpn_cls": 0.0007199512063209568, "loss_rpn_loc": 0.0018824694998329505, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5141696743667126, "total_loss": 0.053020322328507064}
{"data_time": 0.0031983060762286186, "eta_seconds": 11115.113812646829, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2505197505197505, "fast_rcnn/fg_cls_accuracy": 0.726078799249531, "iteration": 18219, "loss_box_reg": 0.0094857964431867, "loss_cls": 0.04028798080980778, "loss_rpn_cls": 0.0006781639093560443, "loss_rpn_loc": 0.001398586509822053, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5143190259113908, "total_loss": 0.05247882248534097}
{"data_time": 0.0030170707032084465, "eta_seconds": 11104.90756517183, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15219907407407407, "fast_rcnn/fg_cls_accuracy": 0.8478009259259259, "iteration": 18239, "loss_box_reg": 0.009827894624322653, "loss_cls": 0.03863360686227679, "loss_rpn_cls": 0.0006877488456211722, "loss_rpn_loc": 0.0015677711944590556, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5170388082042336, "total_loss": 0.05096423224102864}
{"data_time": 0.003246019594371319, "eta_seconds": 11094.701317696832, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.7291666666666667, "iteration": 18259, "loss_box_reg": 0.00920921703800559, "loss_cls": 0.042456552968360484, "loss_rpn_cls": 0.0010554275412459901, "loss_rpn_loc": 0.001792946100977133, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5022212248295546, "total_loss": 0.0550701172518302}
{"data_time": 0.0030553583055734634, "eta_seconds": 11094.445579076186, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7807807807807807, "iteration": 18279, "loss_box_reg": 0.0096544963598717, "loss_cls": 0.038489443773869425, "loss_rpn_cls": 0.0008462231191970204, "loss_rpn_loc": 0.0018971479294123128, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5171753726899624, "total_loss": 0.05076126730139663}
{"data_time": 0.003113081678748131, "eta_seconds": 11072.238393580541, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 18299, "loss_box_reg": 0.009707385819638148, "loss_cls": 0.04381124651990831, "loss_rpn_cls": 0.0010020677850377524, "loss_rpn_loc": 0.0015120138396014227, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49240164272487164, "total_loss": 0.056553786062352174}
{"data_time": 0.0031877122819423676, "eta_seconds": 11064.082575271837, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.191699604743083, "fast_rcnn/fg_cls_accuracy": 0.761608991422656, "iteration": 18319, "loss_box_reg": 0.00927671225508675, "loss_cls": 0.03831577207893133, "loss_rpn_cls": 0.0008866080627853989, "loss_rpn_loc": 0.0017497133558208589, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.518292891792953, "total_loss": 0.05265121621005164}
{"data_time": 0.003257463686168194, "eta_seconds": 11048.756324387155, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22502153316106804, "fast_rcnn/fg_cls_accuracy": 0.7477272727272728, "iteration": 18339, "loss_box_reg": 0.009627772902604192, "loss_cls": 0.042082413157913834, "loss_rpn_cls": 0.001030394288250136, "loss_rpn_loc": 0.0016506500433024485, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089365961030126, "total_loss": 0.05419178299973737}
{"data_time": 0.0031058834865689278, "eta_seconds": 11027.997805757448, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16815476190476192, "fast_rcnn/fg_cls_accuracy": 0.8318452380952381, "iteration": 18359, "loss_box_reg": 0.010450118803419173, "loss_cls": 0.04168595472583547, "loss_rpn_cls": 0.0009271299247188836, "loss_rpn_loc": 0.0016007682570489123, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49783464800566435, "total_loss": 0.05488976466756412}
{"data_time": 0.0031966976821422577, "eta_seconds": 11014.165873680264, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17974358974358973, "fast_rcnn/fg_cls_accuracy": 0.8202564102564103, "iteration": 18379, "loss_box_reg": 0.00906607782235369, "loss_cls": 0.039520779449958354, "loss_rpn_cls": 0.0008682875595127371, "loss_rpn_loc": 0.001594641693372978, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4939805241301656, "total_loss": 0.05195203707557994}
{"data_time": 0.003100740723311901, "eta_seconds": 11000.675612348132, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27248677248677244, "fast_rcnn/fg_cls_accuracy": 0.7275132275132274, "iteration": 18399, "loss_box_reg": 0.009708403114927933, "loss_cls": 0.04282754653831944, "loss_rpn_cls": 0.0010835656174776886, "loss_rpn_loc": 0.001816788606447517, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049386844038963, "total_loss": 0.054374321715101814}
{"data_time": 0.0033126026391983032, "eta_seconds": 10988.171948594041, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.18068181818181817, "fast_rcnn/fg_cls_accuracy": 0.8193181818181818, "iteration": 18419, "loss_box_reg": 0.009418351197382435, "loss_cls": 0.039732897363137454, "loss_rpn_cls": 0.0006306811784497768, "loss_rpn_loc": 0.0017440745596104534, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155549896880984, "total_loss": 0.05325674587334106}
{"data_time": 0.0034619374200701714, "eta_seconds": 10987.23075134866, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8666666666666667, "iteration": 18439, "loss_box_reg": 0.009535279357805848, "loss_cls": 0.03804568058694713, "loss_rpn_cls": 0.000763516885797344, "loss_rpn_loc": 0.0015741001479909755, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5113757262006402, "total_loss": 0.0506551189006359}
{"data_time": 0.0032558729872107506, "eta_seconds": 10982.287087366916, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1471291866028708, "fast_rcnn/fg_cls_accuracy": 0.8415071770334928, "iteration": 18459, "loss_box_reg": 0.010298819979652762, "loss_cls": 0.0388731483835727, "loss_rpn_cls": 0.0008573122136112943, "loss_rpn_loc": 0.0019290514064778108, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5288016078993678, "total_loss": 0.05330044562694525}
{"data_time": 0.0032844869419932365, "eta_seconds": 10970.40665929392, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.168125, "fast_rcnn/fg_cls_accuracy": 0.8318749999999999, "iteration": 18479, "loss_box_reg": 0.00922795751830563, "loss_cls": 0.038359935861080885, "loss_rpn_cls": 0.0007782871607560082, "loss_rpn_loc": 0.00166067196187214, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5056910803541541, "total_loss": 0.051246401018033794}
{"data_time": 0.0031348634511232376, "eta_seconds": 10957.55966081936, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18823529411764706, "fast_rcnn/fg_cls_accuracy": 0.7974358974358975, "iteration": 18499, "loss_box_reg": 0.009498976956820115, "loss_cls": 0.03975721896858886, "loss_rpn_cls": 0.0006791340888412378, "loss_rpn_loc": 0.0013730678947467823, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058542713522911, "total_loss": 0.050662021095547516}
{"data_time": 0.0035890918225049973, "eta_seconds": 10951.697178577073, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1477272727272727, "fast_rcnn/fg_cls_accuracy": 0.8522727272727273, "iteration": 18519, "loss_box_reg": 0.0093857872125227, "loss_cls": 0.03820233279839158, "loss_rpn_cls": 0.0010147546928749307, "loss_rpn_loc": 0.0017928378765645903, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202898317947984, "total_loss": 0.05230558779453531}
{"data_time": 0.00322036724537611, "eta_seconds": 10939.821444872767, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34421715184893786, "fast_rcnn/fg_cls_accuracy": 0.6557828481510621, "iteration": 18539, "loss_box_reg": 0.00928672743611969, "loss_cls": 0.040147378807887435, "loss_rpn_cls": 0.0010247205032101192, "loss_rpn_loc": 0.0019479799193504732, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5039073284715414, "total_loss": 0.05189505785648407}
{"data_time": 0.0031773848459124565, "eta_seconds": 10930.66078097932, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19637638807714786, "fast_rcnn/fg_cls_accuracy": 0.8036236119228521, "iteration": 18559, "loss_box_reg": 0.010039777320344001, "loss_cls": 0.03978852857835591, "loss_rpn_cls": 0.0009325324136852942, "loss_rpn_loc": 0.0018617634705151431, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5238732183352113, "total_loss": 0.05337046564727643}
{"data_time": 0.003322872333228588, "eta_seconds": 10936.183938243426, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2517482517482518, "fast_rcnn/fg_cls_accuracy": 0.7482517482517483, "iteration": 18579, "loss_box_reg": 0.009236062905984, "loss_cls": 0.03769698430551216, "loss_rpn_cls": 0.0011146961189183457, "loss_rpn_loc": 0.002014830239204457, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5080952662974596, "total_loss": 0.05060674004255361}
{"data_time": 0.0031157536432147026, "eta_seconds": 10910.910633523948, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 18599, "loss_box_reg": 0.01016593401436694, "loss_cls": 0.04122666467446834, "loss_rpn_cls": 0.0008340294783693025, "loss_rpn_loc": 0.0015535322945652297, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4916092297062278, "total_loss": 0.05305094431199109}
{"data_time": 0.003092123195528984, "eta_seconds": 10899.024332824163, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8257575757575758, "iteration": 18619, "loss_box_reg": 0.009480193257331848, "loss_cls": 0.04091897583566606, "loss_rpn_cls": 0.0014350364292283757, "loss_rpn_loc": 0.001670155825195252, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49854509625583887, "total_loss": 0.054235338592775406}
{"data_time": 0.003206293098628521, "eta_seconds": 10888.829277089797, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22514071294559101, "fast_rcnn/fg_cls_accuracy": 0.7519623233908949, "iteration": 18639, "loss_box_reg": 0.009228537150193006, "loss_cls": 0.03894118909374811, "loss_rpn_cls": 0.0007960791282357604, "loss_rpn_loc": 0.00166382730458281, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4996608877554536, "total_loss": 0.051547080403082646}
{"data_time": 0.003083272837102413, "eta_seconds": 10877.22156061884, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1692857142857143, "fast_rcnn/fg_cls_accuracy": 0.8154761904761905, "iteration": 18659, "loss_box_reg": 0.009365736012114212, "loss_cls": 0.03813461249228567, "loss_rpn_cls": 0.0011549142269160484, "loss_rpn_loc": 0.0016341926020686515, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5161717152222991, "total_loss": 0.05109893615099281}
{"data_time": 0.0031067300587892532, "eta_seconds": 10866.131198197603, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.25235294117647056, "fast_rcnn/fg_cls_accuracy": 0.7476470588235294, "iteration": 18679, "loss_box_reg": 0.010000868089264259, "loss_cls": 0.04201600549276918, "loss_rpn_cls": 0.0012663935639807278, "loss_rpn_loc": 0.0017752254771039588, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5122742298990488, "total_loss": 0.05572995532168079}
{"data_time": 0.0031523266807198524, "eta_seconds": 10854.007266569883, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18412698412698414, "fast_rcnn/fg_cls_accuracy": 0.8158730158730159, "iteration": 18699, "loss_box_reg": 0.009215636178851128, "loss_cls": 0.03858048567781225, "loss_rpn_cls": 0.000836685695730921, "loss_rpn_loc": 0.0018854498775908723, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.507194209843874, "total_loss": 0.05064707959456882}
{"data_time": 0.002855776809155941, "eta_seconds": 10849.092490090057, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11087223587223588, "fast_rcnn/fg_cls_accuracy": 0.8737373737373737, "iteration": 18719, "loss_box_reg": 0.009157557651633397, "loss_cls": 0.03798885957803577, "loss_rpn_cls": 0.00117223846373804, "loss_rpn_loc": 0.0018991450415342115, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5207191435620189, "total_loss": 0.05142234280802427}
{"data_time": 0.003158271312713623, "eta_seconds": 10839.53417968098, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1431818181818182, "fast_rcnn/fg_cls_accuracy": 0.8568181818181818, "iteration": 18739, "loss_box_reg": 0.010175457980949432, "loss_cls": 0.04220843716757372, "loss_rpn_cls": 0.0007947198936335553, "loss_rpn_loc": 0.0015511641322518699, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4934414252638817, "total_loss": 0.055023643103652375}
{"data_time": 0.0031338902190327644, "eta_seconds": 10828.063805655576, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7622890682318415, "iteration": 18759, "loss_box_reg": 0.010223756660707295, "loss_cls": 0.041713002225151286, "loss_rpn_cls": 0.0008615610022388864, "loss_rpn_loc": 0.0014976211296016118, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5000811098143458, "total_loss": 0.05344145172068693}
{"data_time": 0.0033481838181614876, "eta_seconds": 10822.315770800225, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6909722222222222, "iteration": 18779, "loss_box_reg": 0.009200051485095173, "loss_cls": 0.041858285665512085, "loss_rpn_cls": 0.001137935170959281, "loss_rpn_loc": 0.0016355425977963023, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143622970208526, "total_loss": 0.054594109898374654}
{"data_time": 0.002945356070995331, "eta_seconds": 10808.944270891137, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2021276595744681, "fast_rcnn/fg_cls_accuracy": 0.7476190476190476, "iteration": 18799, "loss_box_reg": 0.009196047729346901, "loss_cls": 0.04312918652431108, "loss_rpn_cls": 0.0009176868336453481, "loss_rpn_loc": 0.0017473788229835918, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49248666502535343, "total_loss": 0.054865394884700436}
{"data_time": 0.003062516450881958, "eta_seconds": 10806.150378988124, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.24190177638453503, "fast_rcnn/fg_cls_accuracy": 0.758098223615465, "iteration": 18819, "loss_box_reg": 0.009381790267070755, "loss_cls": 0.04112991233705543, "loss_rpn_cls": 0.0009983388216312505, "loss_rpn_loc": 0.0017635630938457325, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136498855426908, "total_loss": 0.05200712755885206}
{"data_time": 0.0032919812947511673, "eta_seconds": 10812.477073359303, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2190909090909091, "fast_rcnn/fg_cls_accuracy": 0.780909090909091, "iteration": 18839, "loss_box_reg": 0.009309127417509444, "loss_cls": 0.03934311986085959, "loss_rpn_cls": 0.0012798897082006988, "loss_rpn_loc": 0.0016349247489415575, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5239300038665533, "total_loss": 0.05212127626009533}
{"data_time": 0.0032065697014331818, "eta_seconds": 10796.20004185941, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1525096525096525, "fast_rcnn/fg_cls_accuracy": 0.8333333333333333, "iteration": 18859, "loss_box_reg": 0.009658582595875487, "loss_cls": 0.038676761818351224, "loss_rpn_cls": 0.0006624847307534765, "loss_rpn_loc": 0.001516408385214163, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5203844085335732, "total_loss": 0.05117605913216039}
{"data_time": 0.0030100764706730843, "eta_seconds": 10785.986523064785, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13194444444444445, "fast_rcnn/fg_cls_accuracy": 0.8680555555555556, "iteration": 18879, "loss_box_reg": 0.009072467888472602, "loss_cls": 0.03576456630253233, "loss_rpn_cls": 0.0007808701043359179, "loss_rpn_loc": 0.0020237693533999845, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4924888648092747, "total_loss": 0.04779033698605417}
{"data_time": 0.002876666374504566, "eta_seconds": 10777.76788196154, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.234006734006734, "fast_rcnn/fg_cls_accuracy": 0.765993265993266, "iteration": 18899, "loss_box_reg": 0.009028062981087714, "loss_cls": 0.04112299488042481, "loss_rpn_cls": 0.0008050294713370931, "loss_rpn_loc": 0.001514313345978735, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5062291314825416, "total_loss": 0.054442146971140915}
{"data_time": 0.003109244629740715, "eta_seconds": 10755.132247743197, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 18919, "loss_box_reg": 0.009539406455587596, "loss_cls": 0.041080976952798665, "loss_rpn_cls": 0.0005680783328898542, "loss_rpn_loc": 0.0014137085090624169, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5105083603411913, "total_loss": 0.05322892192566542}
{"data_time": 0.0032552480697631836, "eta_seconds": 10750.558438836597, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18301435406698563, "fast_rcnn/fg_cls_accuracy": 0.8078947368421052, "iteration": 18939, "loss_box_reg": 0.009578848781529814, "loss_cls": 0.04026502973283641, "loss_rpn_cls": 0.0015474475991652525, "loss_rpn_loc": 0.0017720551149977837, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5228944011032581, "total_loss": 0.05376650611333389}
{"data_time": 0.003333250992000103, "eta_seconds": 10726.109436222352, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12701334560515415, "fast_rcnn/fg_cls_accuracy": 0.8592617007251153, "iteration": 18959, "loss_box_reg": 0.009779991116374731, "loss_cls": 0.040429841668810695, "loss_rpn_cls": 0.0011312624994559428, "loss_rpn_loc": 0.0017257907256862381, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4965961519628763, "total_loss": 0.05329350260382171}
{"data_time": 0.0032055648043751717, "eta_seconds": 10715.91399927903, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 18979, "loss_box_reg": 0.009397946269018576, "loss_cls": 0.03849458720651455, "loss_rpn_cls": 0.0009539255728441276, "loss_rpn_loc": 0.0016107927440316416, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5072440356016159, "total_loss": 0.05194135812575951}
{"data_time": 0.0031864074990153313, "eta_seconds": 10705.318273871206, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28095684803001875, "fast_rcnn/fg_cls_accuracy": 0.7190431519699811, "iteration": 18999, "loss_box_reg": 0.009818207065109164, "loss_cls": 0.04025041125714779, "loss_rpn_cls": 0.0009783026585523658, "loss_rpn_loc": 0.0017441307973058429, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5127363577485085, "total_loss": 0.052820763650743174}
{"data_time": 0.0030809668824076653, "eta_seconds": 10694.946790764108, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.6911585365853659, "iteration": 19019, "loss_box_reg": 0.009908045642077923, "loss_cls": 0.042123982013436034, "loss_rpn_cls": 0.0008839119819299412, "loss_rpn_loc": 0.0015306755558412988, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5026071779429913, "total_loss": 0.05501844297299385}
{"data_time": 0.0031806938350200653, "eta_seconds": 10684.751903207973, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1665416354088522, "fast_rcnn/fg_cls_accuracy": 0.8334583645911477, "iteration": 19039, "loss_box_reg": 0.009558329853462055, "loss_cls": 0.039365645352518186, "loss_rpn_cls": 0.0013729628123257953, "loss_rpn_loc": 0.001813100683648372, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5130097661167383, "total_loss": 0.054041902093189265}
{"data_time": 0.003290490247309208, "eta_seconds": 10671.314631817862, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18198529411764708, "fast_rcnn/fg_cls_accuracy": 0.8180147058823529, "iteration": 19059, "loss_box_reg": 0.009159281238680705, "loss_cls": 0.039733347250148654, "loss_rpn_cls": 0.0012430873192670333, "loss_rpn_loc": 0.0014537801071128342, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49197715427726507, "total_loss": 0.05234068992416496}
{"data_time": 0.003252756781876087, "eta_seconds": 10659.412673780695, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1849056603773585, "fast_rcnn/fg_cls_accuracy": 0.8056603773584906, "iteration": 19079, "loss_box_reg": 0.009445775329368189, "loss_cls": 0.04001246503321454, "loss_rpn_cls": 0.0005887164885507445, "loss_rpn_loc": 0.0018909208993136417, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4928790321573615, "total_loss": 0.05240814959108775}
{"data_time": 0.0033672256395220757, "eta_seconds": 10650.185713279992, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20436507936507936, "fast_rcnn/fg_cls_accuracy": 0.7956349206349207, "iteration": 19099, "loss_box_reg": 0.00964722185744904, "loss_cls": 0.03832104569301009, "loss_rpn_cls": 0.0005231669631342584, "loss_rpn_loc": 0.0014037852415640373, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185169810429215, "total_loss": 0.05025431779017708}
{"data_time": 0.0033339839428663254, "eta_seconds": 10639.979758701287, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18198529411764708, "fast_rcnn/fg_cls_accuracy": 0.8116554054054055, "iteration": 19119, "loss_box_reg": 0.009355919639347121, "loss_cls": 0.0377420048462227, "loss_rpn_cls": 0.0010702791754226837, "loss_rpn_loc": 0.0016665963084960822, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165817476809025, "total_loss": 0.05026006870713218}
{"data_time": 0.0032646646723151207, "eta_seconds": 10626.68358343374, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1707175925925926, "fast_rcnn/fg_cls_accuracy": 0.8292824074074074, "iteration": 19139, "loss_box_reg": 0.009704089869046584, "loss_cls": 0.037744703295174986, "loss_rpn_cls": 0.001112744075669525, "loss_rpn_loc": 0.0019502425711834803, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5124506298452616, "total_loss": 0.05143199679787358}
{"data_time": 0.0031243953853845596, "eta_seconds": 10607.932774694636, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18137254901960784, "fast_rcnn/fg_cls_accuracy": 0.7669683257918551, "iteration": 19159, "loss_box_reg": 0.009241258259862661, "loss_cls": 0.03873387354542501, "loss_rpn_cls": 0.0010621587950083722, "loss_rpn_loc": 0.0018290689258719794, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.4981511291116476, "total_loss": 0.0524649050035606}
{"data_time": 0.0031648073345422745, "eta_seconds": 10597.752905422822, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.38357588357588357, "fast_rcnn/fg_cls_accuracy": 0.5651420651420651, "iteration": 19179, "loss_box_reg": 0.009313867340097204, "loss_cls": 0.03896202688338235, "loss_rpn_cls": 0.0011222167915789782, "loss_rpn_loc": 0.0013316551267053, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5055164312943816, "total_loss": 0.05230705627056409}
{"data_time": 0.0032211225479841232, "eta_seconds": 10582.56217996683, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.28724788549121666, "fast_rcnn/fg_cls_accuracy": 0.7127521145087834, "iteration": 19199, "loss_box_reg": 0.008967795263743028, "loss_cls": 0.03971216443460435, "loss_rpn_cls": 0.0005791730768009984, "loss_rpn_loc": 0.0015612603092449717, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5142939649522305, "total_loss": 0.05220230976044604}
{"data_time": 0.003345823846757412, "eta_seconds": 10565.28962035384, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22575516693163752, "fast_rcnn/fg_cls_accuracy": 0.7742448330683624, "iteration": 19219, "loss_box_reg": 0.009787331568077207, "loss_cls": 0.03981010723509826, "loss_rpn_cls": 0.0005812506358893188, "loss_rpn_loc": 0.0018136322032660246, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5014100298285484, "total_loss": 0.052628462831194156}
{"data_time": 0.0029974300414323807, "eta_seconds": 10546.369539599866, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2039676425269646, "fast_rcnn/fg_cls_accuracy": 0.7960323574730355, "iteration": 19239, "loss_box_reg": 0.009004326813737862, "loss_cls": 0.03783357722568326, "loss_rpn_cls": 0.0007449498728817616, "loss_rpn_loc": 0.0021575156242761295, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5026665963232517, "total_loss": 0.04981793888737229}
{"data_time": 0.0032003261148929596, "eta_seconds": 10552.299325438216, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.21798029556650245, "fast_rcnn/fg_cls_accuracy": 0.7820197044334976, "iteration": 19259, "loss_box_reg": 0.009343256358988583, "loss_cls": 0.03854898639838211, "loss_rpn_cls": 0.0005525789804323722, "loss_rpn_loc": 0.0015086096063896548, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5131198922172189, "total_loss": 0.05081584951113882}
{"data_time": 0.0034983083605766296, "eta_seconds": 10537.886020914651, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18376787216148024, "fast_rcnn/fg_cls_accuracy": 0.7924390243902439, "iteration": 19279, "loss_box_reg": 0.009744683891767636, "loss_cls": 0.03789175418205559, "loss_rpn_cls": 0.0017643048423110486, "loss_rpn_loc": 0.001817553567889263, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5070777349174023, "total_loss": 0.05211690466694563}
{"data_time": 0.0032394928857684135, "eta_seconds": 10541.002203045413, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19903846153846155, "fast_rcnn/fg_cls_accuracy": 0.7971824686940966, "iteration": 19299, "loss_box_reg": 0.009399848378961906, "loss_cls": 0.04151390606421046, "loss_rpn_cls": 0.0010412973181246343, "loss_rpn_loc": 0.0017913307801791234, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5166338924318552, "total_loss": 0.053982076205812746}
{"data_time": 0.0032237526029348373, "eta_seconds": 10530.818151837215, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27093397745571657, "fast_rcnn/fg_cls_accuracy": 0.7290660225442833, "iteration": 19319, "loss_box_reg": 0.009515702578937635, "loss_cls": 0.03944360255263746, "loss_rpn_cls": 0.0014535045950196945, "loss_rpn_loc": 0.0017784189294616226, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5119539769366384, "total_loss": 0.05172965165002097}
{"data_time": 0.003123929724097252, "eta_seconds": 10520.634100629017, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1378986866791745, "fast_rcnn/fg_cls_accuracy": 0.8605769230769231, "iteration": 19339, "loss_box_reg": 0.009761379944393411, "loss_cls": 0.04198320393334143, "loss_rpn_cls": 0.0011127520813829506, "loss_rpn_loc": 0.0016646003823552746, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5094226030632854, "total_loss": 0.054270809441220536}
{"data_time": 0.0034425007179379463, "eta_seconds": 10516.876787845045, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2758985200845666, "fast_rcnn/fg_cls_accuracy": 0.7241014799154334, "iteration": 19359, "loss_box_reg": 0.00986048611230217, "loss_cls": 0.0383968940586783, "loss_rpn_cls": 0.0010696499974187645, "loss_rpn_loc": 0.0017233967446372844, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5225937999784946, "total_loss": 0.05216209412236594}
{"data_time": 0.0031508784741163254, "eta_seconds": 10511.438814753667, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17695652173913043, "fast_rcnn/fg_cls_accuracy": 0.7974358974358975, "iteration": 19379, "loss_box_reg": 0.009603958809748292, "loss_cls": 0.03948596230475232, "loss_rpn_cls": 0.0012160408255681432, "loss_rpn_loc": 0.001591881651620497, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146618876606226, "total_loss": 0.05247831726848062}
{"data_time": 0.003088027238845825, "eta_seconds": 10498.040181096643, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3269230769230769, "fast_rcnn/fg_cls_accuracy": 0.6730769230769231, "iteration": 19399, "loss_box_reg": 0.009311258734669536, "loss_cls": 0.04160668942495249, "loss_rpn_cls": 0.0009995046858364276, "loss_rpn_loc": 0.0012557255922729382, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5075727105140686, "total_loss": 0.05397815691992491}
{"data_time": 0.003303809091448784, "eta_seconds": 10486.305952746421, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2753623188405797, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 19419, "loss_box_reg": 0.010121313011040911, "loss_cls": 0.0424074137408752, "loss_rpn_cls": 0.0006097011265637775, "loss_rpn_loc": 0.00147305050813884, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5040326910093427, "total_loss": 0.05561501351911602}
{"data_time": 0.003126314841210842, "eta_seconds": 10471.65364968311, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 19439, "loss_box_reg": 0.009512398741208017, "loss_cls": 0.03756771414191462, "loss_rpn_cls": 0.0008498265274283767, "loss_rpn_loc": 0.0018126343456970062, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48875549901276827, "total_loss": 0.05081303247371238}
{"data_time": 0.003099094144999981, "eta_seconds": 10452.492847538553, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4158823529411765, "fast_rcnn/fg_cls_accuracy": 0.5690697674418604, "iteration": 19459, "loss_box_reg": 0.009100646304432303, "loss_cls": 0.04085085881524719, "loss_rpn_cls": 0.0013760933034063783, "loss_rpn_loc": 0.0013522127337637357, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5025057820603251, "total_loss": 0.052106863349791865}
{"data_time": 0.0029572993516921997, "eta_seconds": 10436.173883267678, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1620405101275319, "fast_rcnn/fg_cls_accuracy": 0.8224508050089445, "iteration": 19479, "loss_box_reg": 0.009024499187944457, "loss_cls": 0.03907275281380862, "loss_rpn_cls": 0.0012654966843683724, "loss_rpn_loc": 0.0015458085654245224, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5029142647981644, "total_loss": 0.052162047115842824}
{"data_time": 0.0031067412346601486, "eta_seconds": 10426.002669502981, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14047619047619048, "fast_rcnn/fg_cls_accuracy": 0.8595238095238096, "iteration": 19499, "loss_box_reg": 0.009069097461178899, "loss_cls": 0.04039454463054426, "loss_rpn_cls": 0.0008656397864985621, "loss_rpn_loc": 0.0013832553813699633, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49414446763694286, "total_loss": 0.05256699680614929}
{"data_time": 0.003207665868103504, "eta_seconds": 10412.271196609363, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8677325581395349, "iteration": 19519, "loss_box_reg": 0.009299169381847605, "loss_cls": 0.04195431983680464, "loss_rpn_cls": 0.0008023197677857752, "loss_rpn_loc": 0.0017685706407064572, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5071836020797491, "total_loss": 0.05381637245869797}
{"data_time": 0.0030966587364673615, "eta_seconds": 10408.770756882615, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3026960784313726, "fast_rcnn/fg_cls_accuracy": 0.6973039215686274, "iteration": 19539, "loss_box_reg": 0.009603354701539502, "loss_cls": 0.03996186575386673, "loss_rpn_cls": 0.0011726826460289885, "loss_rpn_loc": 0.0020416270090208855, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5238193003460765, "total_loss": 0.05256715705195347}
{"data_time": 0.0032494934275746346, "eta_seconds": 10398.596502684988, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2183359830418654, "fast_rcnn/fg_cls_accuracy": 0.7252450980392157, "iteration": 19559, "loss_box_reg": 0.009694035950815305, "loss_cls": 0.04254596377722919, "loss_rpn_cls": 0.0008536260398841478, "loss_rpn_loc": 0.00145271636392863, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5157678136602044, "total_loss": 0.05516440488702301}
{"data_time": 0.00314957182854414, "eta_seconds": 10385.317814444192, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15302197802197803, "fast_rcnn/fg_cls_accuracy": 0.8469780219780221, "iteration": 19579, "loss_box_reg": 0.00976626283954829, "loss_cls": 0.039114583196351305, "loss_rpn_cls": 0.0008348912713813661, "loss_rpn_loc": 0.0013347987569432007, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4981461660936475, "total_loss": 0.05079244975394204}
{"data_time": 0.003174019977450371, "eta_seconds": 10375.146600679494, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23558758314855877, "fast_rcnn/fg_cls_accuracy": 0.7590011614401858, "iteration": 19599, "loss_box_reg": 0.008992549177492037, "loss_cls": 0.036634901887737215, "loss_rpn_cls": 0.0007474608176778474, "loss_rpn_loc": 0.0013002261366636958, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5055080717429519, "total_loss": 0.047888620295339024}
{"data_time": 0.0031999684870243073, "eta_seconds": 10378.057383714244, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.79, "iteration": 19619, "loss_box_reg": 0.009331794630270451, "loss_cls": 0.037778644618811086, "loss_rpn_cls": 0.0008407296416379495, "loss_rpn_loc": 0.0019372649694560096, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225135823711753, "total_loss": 0.050990715473574255}
{"data_time": 0.003202049992978573, "eta_seconds": 10374.939634622075, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23840725806451613, "fast_rcnn/fg_cls_accuracy": 0.7162058371735791, "iteration": 19639, "loss_box_reg": 0.009253628144506365, "loss_cls": 0.0407560745079536, "loss_rpn_cls": 0.0009737652824242105, "loss_rpn_loc": 0.0017062573315342888, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5214137267321348, "total_loss": 0.053548794204175465}
{"data_time": 0.0032950034365057945, "eta_seconds": 10364.748642397113, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14774774774774774, "fast_rcnn/fg_cls_accuracy": 0.8522522522522522, "iteration": 19659, "loss_box_reg": 0.009804759902181104, "loss_cls": 0.039395000028889626, "loss_rpn_cls": 0.0010282210282639426, "loss_rpn_loc": 0.0016443191689177183, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120543176308274, "total_loss": 0.05196058241834578}
{"data_time": 0.0030629457905888557, "eta_seconds": 10352.911007368937, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1658305462653289, "fast_rcnn/fg_cls_accuracy": 0.8142857142857143, "iteration": 19679, "loss_box_reg": 0.009138615801930428, "loss_cls": 0.04113494168268517, "loss_rpn_cls": 0.0009114152216227467, "loss_rpn_loc": 0.0015219201377476566, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5060160839930177, "total_loss": 0.055329134967138316}
{"data_time": 0.0031889257952570915, "eta_seconds": 10345.312393968925, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22767145135566186, "fast_rcnn/fg_cls_accuracy": 0.7723285486443381, "iteration": 19699, "loss_box_reg": 0.009266654262319207, "loss_cls": 0.037504446489037946, "loss_rpn_cls": 0.0008038355497319571, "loss_rpn_loc": 0.0016341690461558755, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141518814489245, "total_loss": 0.05024475962352426}
{"data_time": 0.0034528663381934166, "eta_seconds": 10338.28034472093, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 19719, "loss_box_reg": 0.00974330902681686, "loss_cls": 0.03815935802413151, "loss_rpn_cls": 0.0008326666994662446, "loss_rpn_loc": 0.0014957738458178937, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5175290601328015, "total_loss": 0.05085444903753}
{"data_time": 0.002932117320597172, "eta_seconds": 10332.226467623375, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2798885511651469, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 19739, "loss_box_reg": 0.009676264366135001, "loss_cls": 0.04006722537451424, "loss_rpn_cls": 0.0007245683139558423, "loss_rpn_loc": 0.0017072344780899584, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5070320330560207, "total_loss": 0.05337739571024258}
{"data_time": 0.0031606992706656456, "eta_seconds": 10326.668996938504, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.22909407665505227, "fast_rcnn/fg_cls_accuracy": 0.7709059233449478, "iteration": 19759, "loss_box_reg": 0.009181840723613277, "loss_cls": 0.03556790197035298, "loss_rpn_cls": 0.0008585114066761435, "loss_rpn_loc": 0.0014718675702170003, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5146377682685852, "total_loss": 0.048021405048757515}
{"data_time": 0.0032730521634221077, "eta_seconds": 10309.95174533315, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 19779, "loss_box_reg": 0.009292874776292592, "loss_cls": 0.04002094766474329, "loss_rpn_cls": 0.001128749045051336, "loss_rpn_loc": 0.0014810671436862322, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4975604731589556, "total_loss": 0.05294510236535643}
{"data_time": 0.0031370120123028755, "eta_seconds": 10303.674748390913, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19648829431438128, "fast_rcnn/fg_cls_accuracy": 0.8035117056856187, "iteration": 19799, "loss_box_reg": 0.009398680238518864, "loss_cls": 0.03905307420063764, "loss_rpn_cls": 0.0009949339786885503, "loss_rpn_loc": 0.0016553297828068025, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5120750647038221, "total_loss": 0.052252688086241506}
{"data_time": 0.0033822553232312202, "eta_seconds": 10293.473595231771, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21403508771929824, "fast_rcnn/fg_cls_accuracy": 0.7573934837092732, "iteration": 19819, "loss_box_reg": 0.009536507510347292, "loss_cls": 0.041598470794269815, "loss_rpn_cls": 0.0008705976388370118, "loss_rpn_loc": 0.0017711634427541867, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5113635109737515, "total_loss": 0.053543039376904744}
{"data_time": 0.0030268095433712006, "eta_seconds": 10279.359929660335, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25962962962962965, "fast_rcnn/fg_cls_accuracy": 0.7289743589743589, "iteration": 19839, "loss_box_reg": 0.009274603013182059, "loss_cls": 0.038093151699285954, "loss_rpn_cls": 0.001212005371826308, "loss_rpn_loc": 0.0015975745754985837, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.518763248808682, "total_loss": 0.04921865469455611}
{"data_time": 0.0033237412571907043, "eta_seconds": 10266.915064495057, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8100961538461539, "iteration": 19859, "loss_box_reg": 0.009332130488473922, "loss_cls": 0.04026817102567293, "loss_rpn_cls": 0.0008009342379864393, "loss_rpn_loc": 0.0016098048818093957, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124545497819781, "total_loss": 0.053306103241141045}
{"data_time": 0.003249893896281719, "eta_seconds": 10258.965385878459, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2661361626878868, "fast_rcnn/fg_cls_accuracy": 0.7162356321839081, "iteration": 19879, "loss_box_reg": 0.009188154916046187, "loss_cls": 0.042009229538962245, "loss_rpn_cls": 0.0010083546909811503, "loss_rpn_loc": 0.0017069511668523774, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5176126277074218, "total_loss": 0.05315354649818005}
{"data_time": 0.0032249167561531067, "eta_seconds": 10250.633444829844, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 19899, "loss_box_reg": 0.009324373968411237, "loss_cls": 0.041303312784293666, "loss_rpn_cls": 0.0010609875619422837, "loss_rpn_loc": 0.002093145531034679, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119493445381522, "total_loss": 0.05445064379654241}
{"data_time": 0.0033094696700572968, "eta_seconds": 10244.676933923736, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20465116279069767, "fast_rcnn/fg_cls_accuracy": 0.7900856793145654, "iteration": 19919, "loss_box_reg": 0.009825714107137173, "loss_cls": 0.04042935071629472, "loss_rpn_cls": 0.0010663448380228147, "loss_rpn_loc": 0.001423061199602671, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5174166634678841, "total_loss": 0.051393156314020416}
{"data_time": 0.0031086839735507965, "eta_seconds": 10232.266676276922, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2749128919860627, "fast_rcnn/fg_cls_accuracy": 0.6988966318234611, "iteration": 19939, "loss_box_reg": 0.00942260678857565, "loss_cls": 0.038630581315374, "loss_rpn_cls": 0.0012101996577484897, "loss_rpn_loc": 0.0015548668707197066, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5099317794665694, "total_loss": 0.05240619432686344}
{"data_time": 0.003077305853366852, "eta_seconds": 10226.053857136518, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1431818181818182, "fast_rcnn/fg_cls_accuracy": 0.8568181818181818, "iteration": 19959, "loss_box_reg": 0.009588458691723645, "loss_cls": 0.038740204501664266, "loss_rpn_cls": 0.0008344211026951598, "loss_rpn_loc": 0.0017267337316297926, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5180201539769769, "total_loss": 0.05298468895443875}
{"data_time": 0.0033257920295000076, "eta_seconds": 10219.791646214202, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.7876838235294117, "iteration": 19979, "loss_box_reg": 0.009236038851668127, "loss_cls": 0.04221578282886185, "loss_rpn_cls": 0.0007297128249206253, "loss_rpn_loc": 0.0015414949994010385, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5227012699469924, "total_loss": 0.05442971801676322}
{"data_time": 0.003177194856107235, "eta_seconds": 10205.643590468913, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17865566037735847, "fast_rcnn/fg_cls_accuracy": 0.8213443396226415, "iteration": 19999, "loss_box_reg": 0.009561445272993296, "loss_cls": 0.03949033055687323, "loss_rpn_cls": 0.0009985711822650956, "loss_rpn_loc": 0.0018365650466876104, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5082994867116213, "total_loss": 0.05311248392689549}
{"data_time": 0.0031509511172771454, "eta_seconds": 10195.438457135111, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8373626373626374, "iteration": 20019, "loss_box_reg": 0.008821620926028118, "loss_cls": 0.03705979976803064, "loss_rpn_cls": 0.0014964359214957312, "loss_rpn_loc": 0.001332010237092618, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.501286381855607, "total_loss": 0.04885346251500522}
{"data_time": 0.0030691400170326233, "eta_seconds": 10185.233323801309, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3094919786096257, "fast_rcnn/fg_cls_accuracy": 0.6905080213903744, "iteration": 20039, "loss_box_reg": 0.008835210028337315, "loss_cls": 0.041171339980792254, "loss_rpn_cls": 0.0012463111751515044, "loss_rpn_loc": 0.0015862042673688848, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.504167121835053, "total_loss": 0.052738426462497046}
{"data_time": 0.003488874062895775, "eta_seconds": 10178.955357732251, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.24009603841536614, "fast_rcnn/fg_cls_accuracy": 0.7599039615846338, "iteration": 20059, "loss_box_reg": 0.008711927686817944, "loss_cls": 0.03710625437088311, "loss_rpn_cls": 0.0009025210393360794, "loss_rpn_loc": 0.0016208268352784216, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5068484079092741, "total_loss": 0.048028461615871265}
{"data_time": 0.003131052479147911, "eta_seconds": 10171.192500998266, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2086720867208672, "fast_rcnn/fg_cls_accuracy": 0.7913279132791329, "iteration": 20079, "loss_box_reg": 0.008994915173389018, "loss_cls": 0.03979794023325667, "loss_rpn_cls": 0.0007768425956555802, "loss_rpn_loc": 0.0015961925491865259, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5007586609572172, "total_loss": 0.051918948536808784}
{"data_time": 0.00316805113106966, "eta_seconds": 10158.537213491276, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2449127906976744, "fast_rcnn/fg_cls_accuracy": 0.7268859897901305, "iteration": 20099, "loss_box_reg": 0.00963969316217117, "loss_cls": 0.03936437732772902, "loss_rpn_cls": 0.0009943711797859578, "loss_rpn_loc": 0.0016542117919016164, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5148830190300941, "total_loss": 0.05338969201238797}
{"data_time": 0.003246387466788292, "eta_seconds": 10145.461052524857, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21845174973488865, "fast_rcnn/fg_cls_accuracy": 0.7815482502651114, "iteration": 20119, "loss_box_reg": 0.009916011418681592, "loss_cls": 0.04054368904326111, "loss_rpn_cls": 0.0008770931777632995, "loss_rpn_loc": 0.0016690307656972436, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5110620791092515, "total_loss": 0.053061740482320374}
{"data_time": 0.003236769698560238, "eta_seconds": 10138.1190692503, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 20139, "loss_box_reg": 0.008930801996029913, "loss_cls": 0.041788364876993, "loss_rpn_cls": 0.0009570514599204216, "loss_rpn_loc": 0.001779372640157817, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5156589383259416, "total_loss": 0.054949064351376364}
{"data_time": 0.003357565961778164, "eta_seconds": 10141.30975431297, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16530054644808742, "fast_rcnn/fg_cls_accuracy": 0.8346994535519126, "iteration": 20159, "loss_box_reg": 0.009476078470470384, "loss_cls": 0.040818584646331146, "loss_rpn_cls": 0.0006085009608796099, "loss_rpn_loc": 0.0016945615034273942, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315281907096505, "total_loss": 0.053398399627099025}
{"data_time": 0.0029449909925460815, "eta_seconds": 10134.080533423461, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19183673469387758, "fast_rcnn/fg_cls_accuracy": 0.8081632653061225, "iteration": 20179, "loss_box_reg": 0.009757963503943756, "loss_cls": 0.03799248952418566, "loss_rpn_cls": 0.0005370220399072423, "loss_rpn_loc": 0.001760038619977422, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5029351282864809, "total_loss": 0.04931266711673743}
{"data_time": 0.0032108593732118607, "eta_seconds": 10123.854933773167, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2120288248337029, "fast_rcnn/fg_cls_accuracy": 0.7757760532150776, "iteration": 20199, "loss_box_reg": 0.009223145811120048, "loss_cls": 0.04005708880140446, "loss_rpn_cls": 0.0016073440589821075, "loss_rpn_loc": 0.001818622264181613, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5085323704406619, "total_loss": 0.05387793508349148}
{"data_time": 0.003288906067609787, "eta_seconds": 10113.629334122874, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.23832752613240415, "fast_rcnn/fg_cls_accuracy": 0.7616724738675958, "iteration": 20219, "loss_box_reg": 0.0091891115589533, "loss_cls": 0.03920137745444663, "loss_rpn_cls": 0.000726663024465779, "loss_rpn_loc": 0.0013854263161192648, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49455066304653883, "total_loss": 0.04966268280600161}
{"data_time": 0.003457987681031227, "eta_seconds": 10113.01627581194, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1845945945945946, "fast_rcnn/fg_cls_accuracy": 0.7657952069716776, "iteration": 20239, "loss_box_reg": 0.009859106881776825, "loss_cls": 0.040796394780045375, "loss_rpn_cls": 0.0013081451457992443, "loss_rpn_loc": 0.001433458110113861, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5188673865050077, "total_loss": 0.05451850805820868}
{"data_time": 0.003403141163289547, "eta_seconds": 10090.196858015843, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.334472049689441, "fast_rcnn/fg_cls_accuracy": 0.665527950310559, "iteration": 20259, "loss_box_reg": 0.008707010740181431, "loss_cls": 0.03805688992724754, "loss_rpn_cls": 0.0008322424258011552, "loss_rpn_loc": 0.0013478839318850078, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49950339552015066, "total_loss": 0.04920053494993226}
{"data_time": 0.0031725941225886345, "eta_seconds": 10087.46552409418, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14039408866995073, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 20279, "loss_box_reg": 0.008995587035315111, "loss_cls": 0.037234891089610755, "loss_rpn_cls": 0.0006863148749971515, "loss_rpn_loc": 0.001459937178879045, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5079397689551115, "total_loss": 0.04899583480047909}
{"data_time": 0.0032549994066357613, "eta_seconds": 10066.211565678008, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2830513784461153, "fast_rcnn/fg_cls_accuracy": 0.7169486215538847, "iteration": 20299, "loss_box_reg": 0.009302556602051482, "loss_cls": 0.04007431524223648, "loss_rpn_cls": 0.0007629396541233291, "loss_rpn_loc": 0.0012995388933632057, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4934100452810526, "total_loss": 0.05186839891780437}
{"data_time": 0.0032663289457559586, "eta_seconds": 10071.40473064594, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 20319, "loss_box_reg": 0.009241215186193585, "loss_cls": 0.03890620969468728, "loss_rpn_cls": 0.0007655065580252085, "loss_rpn_loc": 0.0016189833550015464, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212562717497349, "total_loss": 0.05011364122202622}
{"data_time": 0.003308637998998165, "eta_seconds": 10067.728237160482, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21949891067538124, "fast_rcnn/fg_cls_accuracy": 0.7805010893246187, "iteration": 20339, "loss_box_reg": 0.008915851591154933, "loss_cls": 0.039804170170100406, "loss_rpn_cls": 0.0005166783590198065, "loss_rpn_loc": 0.0016945575662248302, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5265106875449419, "total_loss": 0.0522216929879562}
{"data_time": 0.003250771202147007, "eta_seconds": 10046.328678617254, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 20359, "loss_box_reg": 0.009560543665429577, "loss_cls": 0.03755421336973086, "loss_rpn_cls": 0.0010280309770109852, "loss_rpn_loc": 0.001638484089198755, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5030444953590631, "total_loss": 0.04884000910797681}
{"data_time": 0.00322733074426651, "eta_seconds": 10028.86138245929, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1791158536585366, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 20379, "loss_box_reg": 0.009328647895017639, "loss_cls": 0.0403036470816005, "loss_rpn_cls": 0.0007875395940573071, "loss_rpn_loc": 0.001556132569021429, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5115710077807307, "total_loss": 0.05311617411922498}
{"data_time": 0.003222142346203327, "eta_seconds": 10025.868765825406, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19210526315789472, "fast_rcnn/fg_cls_accuracy": 0.8078947368421052, "iteration": 20399, "loss_box_reg": 0.009317700896644965, "loss_cls": 0.03899474017089233, "loss_rpn_cls": 0.0008650898199675794, "loss_rpn_loc": 0.0013740840786340414, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.49909230321645737, "total_loss": 0.05061436009339104}
{"data_time": 0.0033375490456819534, "eta_seconds": 10023.64558916632, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2586726998491704, "fast_rcnn/fg_cls_accuracy": 0.7413273001508296, "iteration": 20419, "loss_box_reg": 0.009774250822374597, "loss_cls": 0.03951205441262573, "loss_rpn_cls": 0.0011409280951966139, "loss_rpn_loc": 0.0017302499600191368, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196641683578491, "total_loss": 0.049640070304320716}
{"data_time": 0.0035541215911507607, "eta_seconds": 10016.700340671465, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 20439, "loss_box_reg": 0.008963879037764855, "loss_cls": 0.038369730551494285, "loss_rpn_cls": 0.0009744403737386165, "loss_rpn_loc": 0.0016330673097399995, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5050685899332166, "total_loss": 0.05043964683500235}
{"data_time": 0.003550989553332329, "eta_seconds": 10011.245952208526, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19337606837606838, "fast_rcnn/fg_cls_accuracy": 0.8066239316239316, "iteration": 20459, "loss_box_reg": 0.008421159232966602, "loss_cls": 0.03832063157460652, "loss_rpn_cls": 0.0006967197653011681, "loss_rpn_loc": 0.0016572701570112258, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5132046556100249, "total_loss": 0.05005050082604612}
{"data_time": 0.0031209709122776985, "eta_seconds": 10006.881766584702, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16539092400218697, "fast_rcnn/fg_cls_accuracy": 0.8346090759978131, "iteration": 20479, "loss_box_reg": 0.00929278729017824, "loss_cls": 0.04100034586736001, "loss_rpn_cls": 0.001163968344371824, "loss_rpn_loc": 0.0017520046385470778, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5220366818830371, "total_loss": 0.05245081124508033}
{"data_time": 0.003212093375623226, "eta_seconds": 9999.285599925555, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 20499, "loss_box_reg": 0.009455209830775857, "loss_cls": 0.04256499573239125, "loss_rpn_cls": 0.0007933048703421264, "loss_rpn_loc": 0.0016229022221523337, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5089455163106322, "total_loss": 0.055715197954270934}
{"data_time": 0.003054765984416008, "eta_seconds": 9989.030448292382, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21575797872340424, "fast_rcnn/fg_cls_accuracy": 0.7842420212765957, "iteration": 20519, "loss_box_reg": 0.009174038365017623, "loss_cls": 0.04158417432336137, "loss_rpn_cls": 0.000788500554364191, "loss_rpn_loc": 0.0014882340492476942, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.501740743406117, "total_loss": 0.05328166222653863}
{"data_time": 0.0033697281032800674, "eta_seconds": 9975.291302553378, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19493087557603686, "fast_rcnn/fg_cls_accuracy": 0.8050691244239632, "iteration": 20539, "loss_box_reg": 0.009250828908989206, "loss_cls": 0.03832919886917807, "loss_rpn_cls": 0.0007361250790722806, "loss_rpn_loc": 0.001416509006958222, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5010059177875519, "total_loss": 0.05137801142947751}
{"data_time": 0.003351072780787945, "eta_seconds": 9961.539256517775, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17786561264822134, "fast_rcnn/fg_cls_accuracy": 0.8221343873517787, "iteration": 20559, "loss_box_reg": 0.00914905994432047, "loss_cls": 0.03899976974935271, "loss_rpn_cls": 0.000815010474951805, "loss_rpn_loc": 0.001710919794277288, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5091564832255244, "total_loss": 0.051353834246597785}
{"data_time": 0.003204556182026863, "eta_seconds": 9953.48611586541, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22101133391455974, "fast_rcnn/fg_cls_accuracy": 0.7717121588089331, "iteration": 20579, "loss_box_reg": 0.009024298982694745, "loss_cls": 0.040839745255652815, "loss_rpn_cls": 0.0007184320928104171, "loss_rpn_loc": 0.0014033489405846922, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5115063916891813, "total_loss": 0.05172251798705929}
{"data_time": 0.0035078264772892, "eta_seconds": 9946.158443760127, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2120288248337029, "fast_rcnn/fg_cls_accuracy": 0.7748592870544091, "iteration": 20599, "loss_box_reg": 0.00951234990498051, "loss_cls": 0.03769117288175039, "loss_rpn_cls": 0.0011151313587873801, "loss_rpn_loc": 0.0017412803426850587, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5197067419067025, "total_loss": 0.050141316539225045}
{"data_time": 0.003068874590098858, "eta_seconds": 9934.285017973743, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19318181818181818, "fast_rcnn/fg_cls_accuracy": 0.7702020202020202, "iteration": 20619, "loss_box_reg": 0.009038239135406911, "loss_cls": 0.03990272921510041, "loss_rpn_cls": 0.0015022920890714886, "loss_rpn_loc": 0.0015510992798226653, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5133600942790508, "total_loss": 0.05223157110219745}
{"data_time": 0.0031741326674818993, "eta_seconds": 9916.647775390185, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1607142857142857, "fast_rcnn/fg_cls_accuracy": 0.8069407008086253, "iteration": 20639, "loss_box_reg": 0.009404618031112477, "loss_cls": 0.03955549979582429, "loss_rpn_cls": 0.0007252108731563567, "loss_rpn_loc": 0.0014859020920994226, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5040644090622663, "total_loss": 0.0521969264958102}
{"data_time": 0.0030427398160099983, "eta_seconds": 9908.781943690963, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.7833333333333334, "iteration": 20659, "loss_box_reg": 0.009025366511195898, "loss_cls": 0.037246221443638206, "loss_rpn_cls": 0.0008652279744865154, "loss_rpn_loc": 0.0014960255030018743, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5215724660083652, "total_loss": 0.049392691832963465}
{"data_time": 0.0032536955550312996, "eta_seconds": 9898.535542839207, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14756944444444445, "fast_rcnn/fg_cls_accuracy": 0.8524305555555556, "iteration": 20679, "loss_box_reg": 0.009289189634728245, "loss_cls": 0.03934437298448756, "loss_rpn_cls": 0.0009008921675786041, "loss_rpn_loc": 0.0017212546517839655, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4985977625474334, "total_loss": 0.05249477767637245}
{"data_time": 0.003170146606862545, "eta_seconds": 9885.915950250812, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22715572715572716, "fast_rcnn/fg_cls_accuracy": 0.7468060394889663, "iteration": 20699, "loss_box_reg": 0.009282984072342515, "loss_cls": 0.038218894944293424, "loss_rpn_cls": 0.0005802025448815584, "loss_rpn_loc": 0.0015627162538294215, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061153890565038, "total_loss": 0.051230346701316876}
{"data_time": 0.0033873943611979485, "eta_seconds": 9866.711783526465, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19347319347319347, "fast_rcnn/fg_cls_accuracy": 0.7821357943309163, "iteration": 20719, "loss_box_reg": 0.008931268792366609, "loss_cls": 0.03766567667480558, "loss_rpn_cls": 0.0009067889081393332, "loss_rpn_loc": 0.001400985784130171, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509455656632781, "total_loss": 0.04931018036063506}
{"data_time": 0.0032731834799051285, "eta_seconds": 9856.02746126987, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3047895500725689, "fast_rcnn/fg_cls_accuracy": 0.695210449927431, "iteration": 20739, "loss_box_reg": 0.009168281685560942, "loss_cls": 0.03909938468132168, "loss_rpn_cls": 0.001026584918520257, "loss_rpn_loc": 0.001785553748050006, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.494559234008193, "total_loss": 0.05239590655219217}
{"data_time": 0.003193839453160763, "eta_seconds": 9845.793280841783, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8257575757575758, "iteration": 20759, "loss_box_reg": 0.00903084993478842, "loss_cls": 0.03938556381035596, "loss_rpn_cls": 0.001054202807438287, "loss_rpn_loc": 0.0019082609069300815, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163935963064432, "total_loss": 0.05410210953709793}
{"data_time": 0.003548883832991123, "eta_seconds": 9831.262370897457, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2934027777777778, "fast_rcnn/fg_cls_accuracy": 0.7065972222222222, "iteration": 20779, "loss_box_reg": 0.009433083381736651, "loss_cls": 0.03935002052458003, "loss_rpn_cls": 0.0008728590921691648, "loss_rpn_loc": 0.001694691938610049, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5051767257973552, "total_loss": 0.05093808255381305}
{"data_time": 0.0033272523432970047, "eta_seconds": 9814.187218011357, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2774725274725275, "fast_rcnn/fg_cls_accuracy": 0.7225274725274725, "iteration": 20799, "loss_box_reg": 0.008932449272833765, "loss_cls": 0.0395927618665155, "loss_rpn_cls": 0.0006007078337404437, "loss_rpn_loc": 0.001494658732553944, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5098761497065425, "total_loss": 0.05316786203184165}
{"data_time": 0.00344086904078722, "eta_seconds": 9803.25223446358, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17692307692307693, "fast_rcnn/fg_cls_accuracy": 0.823076923076923, "iteration": 20819, "loss_box_reg": 0.009481521061388776, "loss_cls": 0.04171598987886682, "loss_rpn_cls": 0.0008444831319991408, "loss_rpn_loc": 0.0016555997935938649, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5102606927976012, "total_loss": 0.054331423470330265}
{"data_time": 0.003375406377017498, "eta_seconds": 9785.140003211796, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17465156794425088, "fast_rcnn/fg_cls_accuracy": 0.8253484320557491, "iteration": 20839, "loss_box_reg": 0.009602907084627077, "loss_cls": 0.039440904976800084, "loss_rpn_cls": 0.000619294212810928, "loss_rpn_loc": 0.001392726211633999, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5023244051262736, "total_loss": 0.05231844358326043}
{"data_time": 0.0031118206679821014, "eta_seconds": 9774.926402665675, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21428571428571427, "fast_rcnn/fg_cls_accuracy": 0.7857142857142857, "iteration": 20859, "loss_box_reg": 0.009393084241310135, "loss_cls": 0.039932149345986545, "loss_rpn_cls": 0.000713853421245858, "loss_rpn_loc": 0.001513044060629909, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.520206849090755, "total_loss": 0.05193674708413987}
{"data_time": 0.00344937015324831, "eta_seconds": 9781.4233744964, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13620071684587814, "fast_rcnn/fg_cls_accuracy": 0.8637992831541219, "iteration": 20879, "loss_box_reg": 0.008861271082423627, "loss_cls": 0.04154321167152375, "loss_rpn_cls": 0.0006328667237340824, "loss_rpn_loc": 0.0014599402275052853, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5177924567833543, "total_loss": 0.051395840205259447}
{"data_time": 0.0032668663188815117, "eta_seconds": 9761.381181950681, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22049956933677864, "fast_rcnn/fg_cls_accuracy": 0.7239448751076658, "iteration": 20899, "loss_box_reg": 0.009247677313396707, "loss_cls": 0.038143569021485746, "loss_rpn_cls": 0.001260089704544498, "loss_rpn_loc": 0.0017297835038334597, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5039312476292253, "total_loss": 0.051402025759216485}
{"data_time": 0.0033005867153406143, "eta_seconds": 9751.160375519656, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.6881720430107527, "iteration": 20919, "loss_box_reg": 0.008536581110092811, "loss_cls": 0.037770725961308926, "loss_rpn_cls": 0.0010866984513313582, "loss_rpn_loc": 0.0018787792141665705, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5142639074474573, "total_loss": 0.052554125162942}
{"data_time": 0.0031357435509562492, "eta_seconds": 9735.98308553826, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.2772938443670151, "fast_rcnn/fg_cls_accuracy": 0.7227061556329849, "iteration": 20939, "loss_box_reg": 0.008584955066908151, "loss_cls": 0.039177447179099545, "loss_rpn_cls": 0.000828876753445229, "loss_rpn_loc": 0.0016620728274574503, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.501369496807456, "total_loss": 0.051537118446390195}
{"data_time": 0.0031153149902820587, "eta_seconds": 9723.526148580015, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16823899371069181, "fast_rcnn/fg_cls_accuracy": 0.8317610062893082, "iteration": 20959, "loss_box_reg": 0.00896639857091941, "loss_cls": 0.04003811621805653, "loss_rpn_cls": 0.000607652081271226, "loss_rpn_loc": 0.001446746118745068, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5109394397586584, "total_loss": 0.05192789056343372}
{"data_time": 0.0031026825308799744, "eta_seconds": 9712.179263358936, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.156794425087108, "fast_rcnn/fg_cls_accuracy": 0.8432055749128919, "iteration": 20979, "loss_box_reg": 0.008735963318031281, "loss_cls": 0.039544530474813655, "loss_rpn_cls": 0.0009748265996449845, "loss_rpn_loc": 0.0015064895542309387, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5079306866973639, "total_loss": 0.05180058090994066}
{"data_time": 0.0033669285476207733, "eta_seconds": 9717.777766496874, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.19926303854875282, "fast_rcnn/fg_cls_accuracy": 0.8007369614512472, "iteration": 20999, "loss_box_reg": 0.009398028865689412, "loss_cls": 0.042825579235795885, "loss_rpn_cls": 0.0009098343509208462, "loss_rpn_loc": 0.0015532795405306388, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5132864583283663, "total_loss": 0.054688276762192345}
{"data_time": 0.0032432330772280693, "eta_seconds": 9710.288643074222, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.30098684210526316, "fast_rcnn/fg_cls_accuracy": 0.6960227272727273, "iteration": 21019, "loss_box_reg": 0.008830650593154132, "loss_cls": 0.038991500914562494, "loss_rpn_cls": 0.0010397327067153128, "loss_rpn_loc": 0.0018045505348709412, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5185645977035165, "total_loss": 0.0519098000734175}
{"data_time": 0.0033307699486613274, "eta_seconds": 9702.514754848555, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 21039, "loss_box_reg": 0.009857057390036061, "loss_cls": 0.04119063148391433, "loss_rpn_cls": 0.0008207878915982292, "loss_rpn_loc": 0.0016000298455765005, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5207638796418905, "total_loss": 0.053312249663662215}
{"data_time": 0.0034792358055710793, "eta_seconds": 9692.280574420467, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25245098039215685, "fast_rcnn/fg_cls_accuracy": 0.7401960784313726, "iteration": 21059, "loss_box_reg": 0.009021654754178599, "loss_cls": 0.03900735659408383, "loss_rpn_cls": 0.0008083666427864955, "loss_rpn_loc": 0.0014301580922619905, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5042352406308055, "total_loss": 0.05056980298186886}
{"data_time": 0.0032016420736908913, "eta_seconds": 9678.223274406977, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3756756756756757, "fast_rcnn/fg_cls_accuracy": 0.6243243243243244, "iteration": 21079, "loss_box_reg": 0.00876377620443236, "loss_cls": 0.039091513492166996, "loss_rpn_cls": 0.0008813815988304441, "loss_rpn_loc": 0.0015294883996830322, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4938247688114643, "total_loss": 0.05015636918414401}
{"data_time": 0.003235910087823868, "eta_seconds": 9669.362290856428, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24166666666666667, "fast_rcnn/fg_cls_accuracy": 0.7583333333333333, "iteration": 21099, "loss_box_reg": 0.008806199301034212, "loss_cls": 0.04064418782945722, "loss_rpn_cls": 0.0008126047118164337, "loss_rpn_loc": 0.0014509680077026132, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.512848830781877, "total_loss": 0.053883193923923045}
{"data_time": 0.003179488703608513, "eta_seconds": 9657.762995828874, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1333570412517781, "fast_rcnn/fg_cls_accuracy": 0.866642958748222, "iteration": 21119, "loss_box_reg": 0.009220475127222016, "loss_cls": 0.04017318959813565, "loss_rpn_cls": 0.0006102692059357651, "loss_rpn_loc": 0.0014333776489365846, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4931861562654376, "total_loss": 0.05301987992334034}
{"data_time": 0.0032987231388688087, "eta_seconds": 9646.176856686361, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22857142857142856, "fast_rcnn/fg_cls_accuracy": 0.7714285714285715, "iteration": 21139, "loss_box_reg": 0.008851988721289672, "loss_cls": 0.039025186735671014, "loss_rpn_cls": 0.0009084268386345684, "loss_rpn_loc": 0.0015393107532872818, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5178936580196023, "total_loss": 0.04998902665471405}
{"data_time": 0.00331950094550848, "eta_seconds": 9629.801073209383, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3896276595744681, "fast_rcnn/fg_cls_accuracy": 0.6103723404255319, "iteration": 21159, "loss_box_reg": 0.009223959117662162, "loss_cls": 0.038960601697908714, "loss_rpn_cls": 0.0007574145416811007, "loss_rpn_loc": 0.001781384908099426, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5217062477022409, "total_loss": 0.05097427210765204}
{"data_time": 0.0032548420131206512, "eta_seconds": 9628.435938638635, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.295355587808418, "fast_rcnn/fg_cls_accuracy": 0.6984265734265734, "iteration": 21179, "loss_box_reg": 0.00897230755072087, "loss_cls": 0.03883747276267968, "loss_rpn_cls": 0.0007769310625462822, "loss_rpn_loc": 0.001471631901949877, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.530032348819077, "total_loss": 0.0503208492647218}
{"data_time": 0.003284740261733532, "eta_seconds": 9616.84243867267, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1568627450980392, "fast_rcnn/fg_cls_accuracy": 0.8431372549019608, "iteration": 21199, "loss_box_reg": 0.008811931242235005, "loss_cls": 0.04073033164604567, "loss_rpn_cls": 0.0009860301272510696, "loss_rpn_loc": 0.0016386118368245661, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5000596437603235, "total_loss": 0.05349907319590841}
{"data_time": 0.0031693363562226295, "eta_seconds": 9606.612299383618, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24489123269611074, "fast_rcnn/fg_cls_accuracy": 0.7512285012285012, "iteration": 21219, "loss_box_reg": 0.009194953629048541, "loss_cls": 0.04083117266418412, "loss_rpn_cls": 0.0012572133894934723, "loss_rpn_loc": 0.0016138347273226827, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5072411838918924, "total_loss": 0.05364690105395198}
{"data_time": 0.003089889883995056, "eta_seconds": 9595.033349678852, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22142857142857142, "fast_rcnn/fg_cls_accuracy": 0.7785714285714286, "iteration": 21239, "loss_box_reg": 0.008739509619772434, "loss_cls": 0.040745046630036086, "loss_rpn_cls": 0.0011936056951071805, "loss_rpn_loc": 0.0015328367135225562, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5106934336945415, "total_loss": 0.05309194855203714}
{"data_time": 0.002999119460582733, "eta_seconds": 9586.152020805515, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19862604540023893, "fast_rcnn/fg_cls_accuracy": 0.801373954599761, "iteration": 21259, "loss_box_reg": 0.008849213772919029, "loss_cls": 0.04011054098373279, "loss_rpn_cls": 0.0011786908600015522, "loss_rpn_loc": 0.00145824569335673, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5171690071001649, "total_loss": 0.05163048296077477}
{"data_time": 0.0032061412930488586, "eta_seconds": 9577.277998366393, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2088803088803089, "fast_rcnn/fg_cls_accuracy": 0.7666666666666666, "iteration": 21279, "loss_box_reg": 0.008885862887836993, "loss_cls": 0.03830244959681295, "loss_rpn_cls": 0.0011378115084710316, "loss_rpn_loc": 0.001681539521086961, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5171680329367518, "total_loss": 0.04900664979771818}
{"data_time": 0.0031908992677927017, "eta_seconds": 9570.515879341401, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21474358974358973, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 21299, "loss_box_reg": 0.00895322483847849, "loss_cls": 0.03831026054103859, "loss_rpn_cls": 0.0010232421079479082, "loss_rpn_loc": 0.001970619890926173, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5178074659779668, "total_loss": 0.05143372865276774}
{"data_time": 0.00324895977973938, "eta_seconds": 9558.150417365134, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17521929824561402, "fast_rcnn/fg_cls_accuracy": 0.8163461538461538, "iteration": 21319, "loss_box_reg": 0.008777294686296955, "loss_cls": 0.038957262033363804, "loss_rpn_cls": 0.0007565343694295734, "loss_rpn_loc": 0.0015081575220392551, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.51578114554286, "total_loss": 0.051503129625558586}
{"data_time": 0.003410140983760357, "eta_seconds": 9544.346921169199, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.2956802383316782, "fast_rcnn/fg_cls_accuracy": 0.7043197616683217, "iteration": 21339, "loss_box_reg": 0.00858477337169461, "loss_cls": 0.03880183299770579, "loss_rpn_cls": 0.0008443278096592621, "loss_rpn_loc": 0.0015805464827280957, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513489761389792, "total_loss": 0.05088397870571271}
{"data_time": 0.0032716384157538414, "eta_seconds": 9534.117729892023, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15377446411929171, "fast_rcnn/fg_cls_accuracy": 0.8462255358807083, "iteration": 21359, "loss_box_reg": 0.009413306077476591, "loss_cls": 0.0415009661228396, "loss_rpn_cls": 0.0005473887058826676, "loss_rpn_loc": 0.001384661463816883, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5009976522997022, "total_loss": 0.05172279131323876}
{"data_time": 0.003272709436714649, "eta_seconds": 9519.124509167857, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22176759410801966, "fast_rcnn/fg_cls_accuracy": 0.7782324058919804, "iteration": 21379, "loss_box_reg": 0.008507964143063873, "loss_cls": 0.03797353676054627, "loss_rpn_cls": 0.0011205632809065946, "loss_rpn_loc": 0.0018224977247882634, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5040182750672102, "total_loss": 0.0503545595954904}
{"data_time": 0.0029481500387191772, "eta_seconds": 9514.541045782156, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19782608695652176, "fast_rcnn/fg_cls_accuracy": 0.8021739130434783, "iteration": 21399, "loss_box_reg": 0.008871325524523854, "loss_cls": 0.039091208775062114, "loss_rpn_cls": 0.0009380268451195661, "loss_rpn_loc": 0.0016547860141145065, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163501212373376, "total_loss": 0.050689486282657015}
{"data_time": 0.003114239312708378, "eta_seconds": 9502.975037065335, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2853566958698373, "fast_rcnn/fg_cls_accuracy": 0.7146433041301627, "iteration": 21419, "loss_box_reg": 0.008680140454089269, "loss_cls": 0.039444992871722206, "loss_rpn_cls": 0.0008691532211742015, "loss_rpn_loc": 0.0015632869180990383, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5114070614799857, "total_loss": 0.049967975458400815}
{"data_time": 0.003264687955379486, "eta_seconds": 9492.746335663833, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2340686274509804, "fast_rcnn/fg_cls_accuracy": 0.7659313725490196, "iteration": 21439, "loss_box_reg": 0.008409528207266703, "loss_cls": 0.03972247987985611, "loss_rpn_cls": 0.000940786047237907, "loss_rpn_loc": 0.0015432463987963274, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5088758477941155, "total_loss": 0.051594953891822115}
{"data_time": 0.0029573366045951843, "eta_seconds": 9482.971773506142, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11495771670190275, "fast_rcnn/fg_cls_accuracy": 0.8850422832980973, "iteration": 21459, "loss_box_reg": 0.008949223527451977, "loss_cls": 0.03701346676098183, "loss_rpn_cls": 0.0005881455772964728, "loss_rpn_loc": 0.0014394875597645296, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5180480815470219, "total_loss": 0.04929403907391361}
{"data_time": 0.003287111409008503, "eta_seconds": 9472.23713403754, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18734335839598998, "fast_rcnn/fg_cls_accuracy": 0.81265664160401, "iteration": 21479, "loss_box_reg": 0.008688754984177649, "loss_cls": 0.038963972707279027, "loss_rpn_cls": 0.0009715925962723304, "loss_rpn_loc": 0.0013678151717613218, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108969444409013, "total_loss": 0.05231789909566942}
{"data_time": 0.003257489763200283, "eta_seconds": 9462.008488571271, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21163682864450128, "fast_rcnn/fg_cls_accuracy": 0.7871376811594203, "iteration": 21499, "loss_box_reg": 0.008710895141121, "loss_cls": 0.040837260079570115, "loss_rpn_cls": 0.001073437124659904, "loss_rpn_loc": 0.0016645367304590764, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5175763219594955, "total_loss": 0.051250443989005134}
{"data_time": 0.0032912390306591988, "eta_seconds": 9452.220034186728, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3077097505668934, "fast_rcnn/fg_cls_accuracy": 0.6795918367346938, "iteration": 21519, "loss_box_reg": 0.008898694824893028, "loss_cls": 0.03765574056887999, "loss_rpn_cls": 0.0007158705334404658, "loss_rpn_loc": 0.0017834307909652125, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5110125867649913, "total_loss": 0.05148155477388627}
{"data_time": 0.003139076754450798, "eta_seconds": 9441.551197638735, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2636476426799007, "fast_rcnn/fg_cls_accuracy": 0.7363523573200992, "iteration": 21539, "loss_box_reg": 0.009295616328017786, "loss_cls": 0.04022625696961768, "loss_rpn_cls": 0.0009374389688048268, "loss_rpn_loc": 0.0014818691452092025, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5014328062534332, "total_loss": 0.05108565322899494}
{"data_time": 0.0031837215647101402, "eta_seconds": 9433.680029779673, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2236111111111111, "fast_rcnn/fg_cls_accuracy": 0.7763888888888889, "iteration": 21559, "loss_box_reg": 0.008939659019233659, "loss_cls": 0.03571632283274084, "loss_rpn_cls": 0.0007895578668239978, "loss_rpn_loc": 0.0017279688727285247, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303111663088202, "total_loss": 0.048182878050511135}
{"data_time": 0.0031573064625263214, "eta_seconds": 9423.448827534914, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17573483427141962, "fast_rcnn/fg_cls_accuracy": 0.8242651657285803, "iteration": 21579, "loss_box_reg": 0.009227483853464946, "loss_cls": 0.03987432163557969, "loss_rpn_cls": 0.0009567456446006872, "loss_rpn_loc": 0.0015603081737936009, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5073768328875303, "total_loss": 0.05127372831100274}
{"data_time": 0.0033130021765828133, "eta_seconds": 9411.303546835668, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20035252643948298, "fast_rcnn/fg_cls_accuracy": 0.799647473560517, "iteration": 21599, "loss_box_reg": 0.008691063179867342, "loss_cls": 0.03806747414637357, "loss_rpn_cls": 0.0005042222471445257, "loss_rpn_loc": 0.0014693991834064946, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087079536169767, "total_loss": 0.04866068115968858}
{"data_time": 0.0033565154299139977, "eta_seconds": 9396.435615864582, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.30614973262032086, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 21619, "loss_box_reg": 0.009348097315523773, "loss_cls": 0.03806177189107984, "loss_rpn_cls": 0.0009350260907012853, "loss_rpn_loc": 0.001434324607544113, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4992661979049444, "total_loss": 0.050723266509010045}
{"data_time": 0.0030321795493364334, "eta_seconds": 9386.211541422643, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7440476190476191, "iteration": 21639, "loss_box_reg": 0.009369770530611277, "loss_cls": 0.04401176073588431, "loss_rpn_cls": 0.001249920174188901, "loss_rpn_loc": 0.0016130028452607803, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4961397098377347, "total_loss": 0.057419468823752595}
{"data_time": 0.0031319279223680496, "eta_seconds": 9370.231808109209, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3214760638297872, "fast_rcnn/fg_cls_accuracy": 0.6785239361702128, "iteration": 21659, "loss_box_reg": 0.008934384677559137, "loss_cls": 0.038395911280531436, "loss_rpn_cls": 0.0008530886921107594, "loss_rpn_loc": 0.0017149679297290277, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5092718312516809, "total_loss": 0.050008248197798366}
{"data_time": 0.0032036639750003815, "eta_seconds": 9361.303442783654, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 21679, "loss_box_reg": 0.008970432652859017, "loss_cls": 0.03999887968529947, "loss_rpn_cls": 0.0009335991427406043, "loss_rpn_loc": 0.0015030563445179723, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5085258865728974, "total_loss": 0.051356468149663215}
{"data_time": 0.0035789376124739647, "eta_seconds": 9346.993474310264, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2494949494949495, "fast_rcnn/fg_cls_accuracy": 0.6885167464114832, "iteration": 21699, "loss_box_reg": 0.009013974107801914, "loss_cls": 0.03975636852555908, "loss_rpn_cls": 0.0011615258889605684, "loss_rpn_loc": 0.0015659034943382721, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49916575755923986, "total_loss": 0.05241196705802054}
{"data_time": 0.003236527554690838, "eta_seconds": 9340.865031249821, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1527777777777778, "fast_rcnn/fg_cls_accuracy": 0.8451897018970189, "iteration": 21719, "loss_box_reg": 0.009064330981345847, "loss_cls": 0.040349707211134955, "loss_rpn_cls": 0.0007033683859845041, "loss_rpn_loc": 0.0016667186155245872, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5198314264416695, "total_loss": 0.051742985747239345}
{"data_time": 0.0030859140679240227, "eta_seconds": 9339.763095625676, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18861092824226466, "fast_rcnn/fg_cls_accuracy": 0.8113890717577353, "iteration": 21739, "loss_box_reg": 0.009193057077936828, "loss_cls": 0.039039610303007066, "loss_rpn_cls": 0.0011624933232496915, "loss_rpn_loc": 0.0017021955900418106, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5181323383003473, "total_loss": 0.052534385137846584}
{"data_time": 0.0033238325268030167, "eta_seconds": 9329.5339043485, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2415433403805497, "fast_rcnn/fg_cls_accuracy": 0.7243657505285412, "iteration": 21759, "loss_box_reg": 0.00856798334280029, "loss_cls": 0.037148067844100296, "loss_rpn_cls": 0.000649401901625879, "loss_rpn_loc": 0.001645015650865389, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5145653765648603, "total_loss": 0.04780787263229058}
{"data_time": 0.003187684342265129, "eta_seconds": 9321.60531956423, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1997747747747748, "fast_rcnn/fg_cls_accuracy": 0.7996376811594204, "iteration": 21779, "loss_box_reg": 0.008859169349307194, "loss_cls": 0.038016913837054744, "loss_rpn_cls": 0.0005085818350067939, "loss_rpn_loc": 0.0015235375194606604, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5132729457691312, "total_loss": 0.05030467083719259}
{"data_time": 0.0032919123768806458, "eta_seconds": 9311.373603061773, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16636029411764708, "fast_rcnn/fg_cls_accuracy": 0.8336397058823529, "iteration": 21799, "loss_box_reg": 0.00818058950244449, "loss_cls": 0.03967809470486827, "loss_rpn_cls": 0.0009694477049606576, "loss_rpn_loc": 0.0018662820402823854, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5160853518173099, "total_loss": 0.05104867687282422}
{"data_time": 0.003142828121781349, "eta_seconds": 9298.846330516972, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.34613869188337276, "fast_rcnn/fg_cls_accuracy": 0.6538613081166272, "iteration": 21819, "loss_box_reg": 0.009280467085773125, "loss_cls": 0.04156294162385166, "loss_rpn_cls": 0.0007870882865574913, "loss_rpn_loc": 0.0014834454323136015, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.498693217523396, "total_loss": 0.05272296309067315}
{"data_time": 0.0033471230417490005, "eta_seconds": 9287.302653387189, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.7774122807017544, "iteration": 21839, "loss_box_reg": 0.008411133458139375, "loss_cls": 0.037533517606789246, "loss_rpn_cls": 0.0013310565757365111, "loss_rpn_loc": 0.0015077948537509656, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4979755561798811, "total_loss": 0.047691730516589814}
{"data_time": 0.0032193874940276146, "eta_seconds": 9273.304729253054, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22115384615384615, "fast_rcnn/fg_cls_accuracy": 0.7774725274725275, "iteration": 21859, "loss_box_reg": 0.009171644691377878, "loss_cls": 0.04146096020122059, "loss_rpn_cls": 0.0007664493533638961, "loss_rpn_loc": 0.0015975882015482057, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5091429958119988, "total_loss": 0.052399083730904294}
{"data_time": 0.003111456520855427, "eta_seconds": 9252.143231649883, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18620689655172415, "fast_rcnn/fg_cls_accuracy": 0.7794117647058822, "iteration": 21879, "loss_box_reg": 0.008140361198456958, "loss_cls": 0.039348034420982, "loss_rpn_cls": 0.0008275874938590277, "loss_rpn_loc": 0.0013882716157240793, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4937489088624716, "total_loss": 0.04993853010671501}
{"data_time": 0.0032073399052023888, "eta_seconds": 9239.176837190054, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1454979129397734, "fast_rcnn/fg_cls_accuracy": 0.8545020870602267, "iteration": 21899, "loss_box_reg": 0.009566497930791229, "loss_cls": 0.040670381393283606, "loss_rpn_cls": 0.0009295577740431327, "loss_rpn_loc": 0.0013684059449587949, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5053815748542547, "total_loss": 0.05203080709176788}
{"data_time": 0.0030635306611657143, "eta_seconds": 9223.788816793822, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19189852700491, "fast_rcnn/fg_cls_accuracy": 0.7974631751227497, "iteration": 21919, "loss_box_reg": 0.008918242005165666, "loss_cls": 0.04192475776653737, "loss_rpn_cls": 0.0012114493434864926, "loss_rpn_loc": 0.0016723078460927354, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5106039326637983, "total_loss": 0.05326233218795551}
{"data_time": 0.0032535167410969734, "eta_seconds": 9219.757542455569, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16906267970097758, "fast_rcnn/fg_cls_accuracy": 0.8309373202990225, "iteration": 21939, "loss_box_reg": 0.009074766974663362, "loss_cls": 0.04116226019687019, "loss_rpn_cls": 0.0004617376167743714, "loss_rpn_loc": 0.0017026045352395158, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5231688590720296, "total_loss": 0.05414048956595252}
{"data_time": 0.003350750543177128, "eta_seconds": 9208.551423664205, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19444444444444445, "fast_rcnn/fg_cls_accuracy": 0.8055555555555556, "iteration": 21959, "loss_box_reg": 0.009139070054516196, "loss_cls": 0.04048087284900248, "loss_rpn_cls": 0.0008935763531212615, "loss_rpn_loc": 0.0012281142553547397, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49310425855219364, "total_loss": 0.05177921438644262}
{"data_time": 0.003171655349433422, "eta_seconds": 9201.085656286217, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2003958436417615, "fast_rcnn/fg_cls_accuracy": 0.7996041563582384, "iteration": 21979, "loss_box_reg": 0.009055458882357925, "loss_cls": 0.0409567185852211, "loss_rpn_cls": 0.0005248572150264863, "loss_rpn_loc": 0.0016434724184364313, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302317561581731, "total_loss": 0.052747946748205266}
{"data_time": 0.003464002162218094, "eta_seconds": 9179.255373303778, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 21999, "loss_box_reg": 0.008895919425413013, "loss_cls": 0.03752493983483873, "loss_rpn_cls": 0.0008806831659740055, "loss_rpn_loc": 0.0014082329944358207, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4948434568941593, "total_loss": 0.04847815820357937}
{"data_time": 0.003185128793120384, "eta_seconds": 9173.344106649049, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22993230174081236, "fast_rcnn/fg_cls_accuracy": 0.7473404255319149, "iteration": 22019, "loss_box_reg": 0.008958860795246437, "loss_cls": 0.0421606510062702, "loss_rpn_cls": 0.0012791073743869674, "loss_rpn_loc": 0.001454860084777465, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5197938615456223, "total_loss": 0.053671529023006315}
{"data_time": 0.003296724520623684, "eta_seconds": 9158.85816120822, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24555403556771546, "fast_rcnn/fg_cls_accuracy": 0.747093023255814, "iteration": 22039, "loss_box_reg": 0.008418683864874765, "loss_cls": 0.03761393087916076, "loss_rpn_cls": 0.000516686456393245, "loss_rpn_loc": 0.0013206820312916534, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5080843605101109, "total_loss": 0.049505026878250646}
{"data_time": 0.0033051827922463417, "eta_seconds": 9158.500086883083, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.11095159967186219, "fast_rcnn/fg_cls_accuracy": 0.8890484003281378, "iteration": 22059, "loss_box_reg": 0.008941594089264981, "loss_cls": 0.039568536391016096, "loss_rpn_cls": 0.0006764506920262647, "loss_rpn_loc": 0.0014848222308501136, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5297060776501894, "total_loss": 0.04983523180561633}
{"data_time": 0.002940966747701168, "eta_seconds": 9156.919327445328, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24264087468460893, "fast_rcnn/fg_cls_accuracy": 0.7410124724871607, "iteration": 22079, "loss_box_reg": 0.008947643189458176, "loss_cls": 0.04084336856612936, "loss_rpn_cls": 0.0008044827095261553, "loss_rpn_loc": 0.0016973563324427232, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5230060825124383, "total_loss": 0.05246663498181192}
{"data_time": 0.003197498619556427, "eta_seconds": 9150.621683388948, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2180232558139535, "fast_rcnn/fg_cls_accuracy": 0.7569767441860464, "iteration": 22099, "loss_box_reg": 0.008383296401007101, "loss_cls": 0.03946966913645156, "loss_rpn_cls": 0.0008379539040674899, "loss_rpn_loc": 0.0013527873688872205, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397181892767549, "total_loss": 0.05335348748558033}
{"data_time": 0.0032268865033984184, "eta_seconds": 9144.490132834762, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2863636363636364, "fast_rcnn/fg_cls_accuracy": 0.6821705426356589, "iteration": 22119, "loss_box_reg": 0.008716298820218071, "loss_cls": 0.038092550763394684, "loss_rpn_cls": 0.0008073678050095623, "loss_rpn_loc": 0.00163676622469211, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.520297042094171, "total_loss": 0.04925132877326632}
{"data_time": 0.003213232383131981, "eta_seconds": 9133.451326812617, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2501563477173233, "fast_rcnn/fg_cls_accuracy": 0.7498436522826767, "iteration": 22139, "loss_box_reg": 0.00893575705413241, "loss_cls": 0.04123718911432661, "loss_rpn_cls": 0.000985527136606379, "loss_rpn_loc": 0.0016469249094370753, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5109810968860984, "total_loss": 0.0536109916226053}
{"data_time": 0.003139919601380825, "eta_seconds": 9121.442980891094, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20784313725490197, "fast_rcnn/fg_cls_accuracy": 0.7767722473604827, "iteration": 22159, "loss_box_reg": 0.008483533485559747, "loss_cls": 0.03900727923610248, "loss_rpn_cls": 0.0006830282595728931, "loss_rpn_loc": 0.0013513484882423654, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5103027233853936, "total_loss": 0.04994495860916004}
{"data_time": 0.003054601140320301, "eta_seconds": 9105.823298610747, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22291021671826625, "fast_rcnn/fg_cls_accuracy": 0.7614035087719297, "iteration": 22179, "loss_box_reg": 0.008458725904347375, "loss_cls": 0.03426767050405033, "loss_rpn_cls": 0.0008386579932206928, "loss_rpn_loc": 0.0015150559829635313, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215497761964798, "total_loss": 0.04653503465647191}
{"data_time": 0.003208593465387821, "eta_seconds": 9095.60409284383, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4221576227390181, "fast_rcnn/fg_cls_accuracy": 0.5243055555555556, "iteration": 22199, "loss_box_reg": 0.008791497821221128, "loss_cls": 0.039302829798543826, "loss_rpn_cls": 0.0010384760448118868, "loss_rpn_loc": 0.0015353274829976726, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5024095335975289, "total_loss": 0.051996177633668594}
{"data_time": 0.003040459007024765, "eta_seconds": 9087.58570726309, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.18419506462984725, "fast_rcnn/fg_cls_accuracy": 0.7776061776061776, "iteration": 22219, "loss_box_reg": 0.008568997611291707, "loss_cls": 0.04091894347220659, "loss_rpn_cls": 0.0009841087320126007, "loss_rpn_loc": 0.0016182195613509975, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5110274264588952, "total_loss": 0.05279249471547587}
{"data_time": 0.003088722936809063, "eta_seconds": 9075.165681309998, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14242424242424243, "fast_rcnn/fg_cls_accuracy": 0.8575757575757577, "iteration": 22239, "loss_box_reg": 0.008888448384823278, "loss_cls": 0.04006303835194558, "loss_rpn_cls": 0.0007405537926388206, "loss_rpn_loc": 0.0018818969219864812, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5026998231187463, "total_loss": 0.0528605492894485}
{"data_time": 0.003358759917318821, "eta_seconds": 9063.697863129899, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2120288248337029, "fast_rcnn/fg_cls_accuracy": 0.7824007651841225, "iteration": 22259, "loss_box_reg": 0.008795501315034926, "loss_cls": 0.03691401070682332, "loss_rpn_cls": 0.0011934295902165104, "loss_rpn_loc": 0.0016732988497096812, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5058964220806956, "total_loss": 0.048286490917234914}
{"data_time": 0.0032924842089414597, "eta_seconds": 9045.218442974612, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 22279, "loss_box_reg": 0.008256322995293885, "loss_cls": 0.03811202209908515, "loss_rpn_cls": 0.0008980876297641771, "loss_rpn_loc": 0.0014089937576500233, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.490307473577559, "total_loss": 0.050466254209212025}
{"data_time": 0.0031512537971138954, "eta_seconds": 9031.917022224516, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2213345864661654, "fast_rcnn/fg_cls_accuracy": 0.7758204633204633, "iteration": 22299, "loss_box_reg": 0.009466247603995726, "loss_cls": 0.03974183334503323, "loss_rpn_cls": 0.0016290443293200951, "loss_rpn_loc": 0.0018140873780794209, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5111599937081337, "total_loss": 0.05376532314653559}
{"data_time": 0.00329595897346735, "eta_seconds": 9021.712042819709, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19210526315789472, "fast_rcnn/fg_cls_accuracy": 0.8078947368421052, "iteration": 22319, "loss_box_reg": 0.008984220010461286, "loss_cls": 0.038894527533557266, "loss_rpn_cls": 0.0012715792008037852, "loss_rpn_loc": 0.0013006175831833389, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5154963918030262, "total_loss": 0.04989910632653505}
{"data_time": 0.003169429488480091, "eta_seconds": 9001.437149193138, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22209653092006032, "fast_rcnn/fg_cls_accuracy": 0.7779034690799397, "iteration": 22339, "loss_box_reg": 0.008973871590569615, "loss_cls": 0.03821388984215446, "loss_rpn_cls": 0.0009662960342211591, "loss_rpn_loc": 0.001486384118834394, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49867730867117643, "total_loss": 0.0510796975206631}
{"data_time": 0.003293209709227085, "eta_seconds": 8981.891020220704, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16034271725826194, "fast_rcnn/fg_cls_accuracy": 0.8248546511627908, "iteration": 22359, "loss_box_reg": 0.008841985749313608, "loss_cls": 0.03741141461068764, "loss_rpn_cls": 0.0005946554704507889, "loss_rpn_loc": 0.0015301800885936245, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4943221742287278, "total_loss": 0.04860863398477022}
{"data_time": 0.0031643109396100044, "eta_seconds": 8983.32931480091, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3047619047619048, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 22379, "loss_box_reg": 0.009008191875182092, "loss_cls": 0.03959259905968793, "loss_rpn_cls": 0.0007397387261676158, "loss_rpn_loc": 0.001341882680208073, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5122204273939133, "total_loss": 0.050209548199322995}
{"data_time": 0.00317988358438015, "eta_seconds": 8961.525074933656, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1592741935483871, "fast_rcnn/fg_cls_accuracy": 0.8337813620071685, "iteration": 22399, "loss_box_reg": 0.00865068867278751, "loss_cls": 0.03951248346129432, "loss_rpn_cls": 0.000899474316611304, "loss_rpn_loc": 0.0014828170969849452, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4891976388171315, "total_loss": 0.052644905810950604}
{"data_time": 0.003275979310274124, "eta_seconds": 8951.342102290131, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18065268065268064, "fast_rcnn/fg_cls_accuracy": 0.8193473193473193, "iteration": 22419, "loss_box_reg": 0.008523308904841542, "loss_cls": 0.03699268287164159, "loss_rpn_cls": 0.0005332576651113641, "loss_rpn_loc": 0.001453652606869582, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5095709543675184, "total_loss": 0.04866314651661696}
{"data_time": 0.0031302962452173233, "eta_seconds": 8936.775527216494, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25125448028673836, "fast_rcnn/fg_cls_accuracy": 0.7487455197132616, "iteration": 22439, "loss_box_reg": 0.008221732714446262, "loss_cls": 0.038230297970585525, "loss_rpn_cls": 0.0007916560271041817, "loss_rpn_loc": 0.0016134568431880325, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48918066546320915, "total_loss": 0.04990554260612612}
{"data_time": 0.0032380474731326103, "eta_seconds": 8921.778362536803, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14636752136752137, "fast_rcnn/fg_cls_accuracy": 0.8536324786324787, "iteration": 22459, "loss_box_reg": 0.00896823065704666, "loss_cls": 0.04017832668614574, "loss_rpn_cls": 0.0010918502491961135, "loss_rpn_loc": 0.0015129700150282588, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5102257560938597, "total_loss": 0.05408642580312062}
{"data_time": 0.0030899234116077423, "eta_seconds": 8911.605877088383, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19719827586206895, "fast_rcnn/fg_cls_accuracy": 0.802801724137931, "iteration": 22479, "loss_box_reg": 0.009041043784236535, "loss_cls": 0.04136655846377835, "loss_rpn_cls": 0.0012746934700942347, "loss_rpn_loc": 0.001384688639518572, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5087949689477682, "total_loss": 0.05266911931943241}
{"data_time": 0.003238784149289131, "eta_seconds": 8905.767413843423, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22172619047619047, "fast_rcnn/fg_cls_accuracy": 0.7782738095238095, "iteration": 22499, "loss_box_reg": 0.008646578644402325, "loss_cls": 0.036295945930760354, "loss_rpn_cls": 0.0008054035026816564, "loss_rpn_loc": 0.001452622003853321, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379500659182668, "total_loss": 0.048468694801385936}
{"data_time": 0.0032595358788967133, "eta_seconds": 8891.260906191543, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1578014184397163, "fast_rcnn/fg_cls_accuracy": 0.8385753931544866, "iteration": 22519, "loss_box_reg": 0.009321597404778004, "loss_cls": 0.04072215367341414, "loss_rpn_cls": 0.0007523583586248606, "loss_rpn_loc": 0.0012327046715654433, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5067910831421614, "total_loss": 0.05203339670964624}
{"data_time": 0.003168516792356968, "eta_seconds": 8889.36601412855, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1767001114827202, "fast_rcnn/fg_cls_accuracy": 0.8232998885172798, "iteration": 22539, "loss_box_reg": 0.008256639266619459, "loss_cls": 0.03494325533392839, "loss_rpn_cls": 0.0012220252311294644, "loss_rpn_loc": 0.0017819214408518746, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5257478170096874, "total_loss": 0.047464918410696555}
{"data_time": 0.003223569132387638, "eta_seconds": 8867.016967010684, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22224489795918367, "fast_rcnn/fg_cls_accuracy": 0.7675510204081633, "iteration": 22559, "loss_box_reg": 0.008586566866142675, "loss_cls": 0.037755088531412184, "loss_rpn_cls": 0.000591870075368206, "loss_rpn_loc": 0.0014551099793607136, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5038885064423084, "total_loss": 0.05024412437438741}
{"data_time": 0.0033513838425278664, "eta_seconds": 8856.848952599801, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2233560090702948, "fast_rcnn/fg_cls_accuracy": 0.7766439909297052, "iteration": 22579, "loss_box_reg": 0.008575568266678602, "loss_cls": 0.03868518499075435, "loss_rpn_cls": 0.0007135457422862146, "loss_rpn_loc": 0.0014719486898684409, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.518071704544127, "total_loss": 0.05184546956468239}
{"data_time": 0.0031490176916122437, "eta_seconds": 8846.680938188918, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.24448419797257004, "fast_rcnn/fg_cls_accuracy": 0.7408424908424909, "iteration": 22599, "loss_box_reg": 0.009012164955493063, "loss_cls": 0.04052084725117311, "loss_rpn_cls": 0.0011612577709030347, "loss_rpn_loc": 0.0016554677895328496, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5027987491339445, "total_loss": 0.05186672733886155}
{"data_time": 0.0031789876520633698, "eta_seconds": 8844.70278384164, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12861869313482216, "fast_rcnn/fg_cls_accuracy": 0.8688172043010753, "iteration": 22619, "loss_box_reg": 0.008654260134790093, "loss_cls": 0.04014504168299027, "loss_rpn_cls": 0.0007975889980116335, "loss_rpn_loc": 0.0013848784656147473, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5137506369501352, "total_loss": 0.050171913258793666}
{"data_time": 0.0031902221962809563, "eta_seconds": 8843.038743507117, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2734674329501916, "fast_rcnn/fg_cls_accuracy": 0.7126068376068375, "iteration": 22639, "loss_box_reg": 0.008465589373372495, "loss_cls": 0.03465553780552, "loss_rpn_cls": 0.0008413487032612466, "loss_rpn_loc": 0.0015745285199955106, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5105401296168566, "total_loss": 0.04686623667976164}
{"data_time": 0.0031686928123235703, "eta_seconds": 8838.33993568644, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23924349881796692, "fast_rcnn/fg_cls_accuracy": 0.7607565011820331, "iteration": 22659, "loss_box_reg": 0.008819682960165665, "loss_cls": 0.041168951138388366, "loss_rpn_cls": 0.0011550851374408921, "loss_rpn_loc": 0.0012965815694769844, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5217832075431943, "total_loss": 0.05377146262617316}
{"data_time": 0.0032268036156892776, "eta_seconds": 8822.194956041873, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24907260201377848, "fast_rcnn/fg_cls_accuracy": 0.7058823529411764, "iteration": 22679, "loss_box_reg": 0.009007518703583628, "loss_cls": 0.03892536577768624, "loss_rpn_cls": 0.0007423001536608353, "loss_rpn_loc": 0.0014127810081845382, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.486531057395041, "total_loss": 0.05433385460429463}
{"data_time": 0.0033374959602952003, "eta_seconds": 8827.228253049776, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24588815789473684, "fast_rcnn/fg_cls_accuracy": 0.746875, "iteration": 22699, "loss_box_reg": 0.009013711416628212, "loss_cls": 0.03923570486949757, "loss_rpn_cls": 0.0008004184167020867, "loss_rpn_loc": 0.0015999683982954593, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.513124518096447, "total_loss": 0.05102915125041818}
{"data_time": 0.003406006842851639, "eta_seconds": 8815.96597127337, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3090295796574987, "fast_rcnn/fg_cls_accuracy": 0.6909704203425013, "iteration": 22719, "loss_box_reg": 0.008797859802143648, "loss_cls": 0.038030427298508584, "loss_rpn_cls": 0.001295696461852458, "loss_rpn_loc": 0.0018427993127261288, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.519963251426816, "total_loss": 0.05076765400565364}
{"data_time": 0.003271571360528469, "eta_seconds": 8799.831112607382, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15441906653426019, "fast_rcnn/fg_cls_accuracy": 0.834096109839817, "iteration": 22739, "loss_box_reg": 0.008005950570804998, "loss_cls": 0.03647057065973058, "loss_rpn_cls": 0.00043338466364417627, "loss_rpn_loc": 0.0013273874628794147, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.48939778935164213, "total_loss": 0.047130961668017335}
{"data_time": 0.003219938836991787, "eta_seconds": 8787.372056465596, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20531281032770604, "fast_rcnn/fg_cls_accuracy": 0.794687189672294, "iteration": 22759, "loss_box_reg": 0.008579147310229018, "loss_cls": 0.03882752300705761, "loss_rpn_cls": 0.0011150024841413142, "loss_rpn_loc": 0.002073604624456493, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5022878618910909, "total_loss": 0.051368842179869034}
{"data_time": 0.003093518316745758, "eta_seconds": 8771.261436291039, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21136363636363636, "fast_rcnn/fg_cls_accuracy": 0.7886363636363636, "iteration": 22779, "loss_box_reg": 0.009127660130616277, "loss_cls": 0.03800108630093746, "loss_rpn_cls": 0.0006550804987455194, "loss_rpn_loc": 0.0014427442010855884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5013423776254058, "total_loss": 0.04952576826377708}
{"data_time": 0.0031989365816116333, "eta_seconds": 8753.105838838965, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22715572715572716, "fast_rcnn/fg_cls_accuracy": 0.7530454042081949, "iteration": 22799, "loss_box_reg": 0.008704269712325186, "loss_cls": 0.0416412336344365, "loss_rpn_cls": 0.0007774849349146962, "loss_rpn_loc": 0.0016163448181032436, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5101709505543113, "total_loss": 0.053009731414476846}
{"data_time": 0.003378842957317829, "eta_seconds": 8756.329634545371, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15542521994134897, "fast_rcnn/fg_cls_accuracy": 0.844574780058651, "iteration": 22819, "loss_box_reg": 0.00910944421775639, "loss_cls": 0.039973600243683904, "loss_rpn_cls": 0.0008207728502611644, "loss_rpn_loc": 0.001303007247770438, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5084442496299744, "total_loss": 0.050048663484382416}
{"data_time": 0.0031977454200387, "eta_seconds": 8754.74752809573, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 22839, "loss_box_reg": 0.009029600245412439, "loss_cls": 0.038512880681082606, "loss_rpn_cls": 0.0005714824558253895, "loss_rpn_loc": 0.0014364278140419628, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5107092717662454, "total_loss": 0.04946288349015049}
{"data_time": 0.0031840261071920395, "eta_seconds": 8738.653907722794, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.245, "fast_rcnn/fg_cls_accuracy": 0.7375, "iteration": 22859, "loss_box_reg": 0.008554449887014925, "loss_cls": 0.035869160550646484, "loss_rpn_cls": 0.0009134131814647617, "loss_rpn_loc": 0.0015619210407749051, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5073137078434229, "total_loss": 0.046696183278641}
{"data_time": 0.003170735202729702, "eta_seconds": 8728.457706908695, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16950757575757575, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 22879, "loss_box_reg": 0.008524794597178698, "loss_cls": 0.039621599949896336, "loss_rpn_cls": 0.0011978834525052662, "loss_rpn_loc": 0.001477701376643381, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5057096444070339, "total_loss": 0.0515015677119095}
{"data_time": 0.0032012853771448135, "eta_seconds": 8715.557480959222, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19778549717759444, "fast_rcnn/fg_cls_accuracy": 0.7782324058919804, "iteration": 22899, "loss_box_reg": 0.008512324158800766, "loss_cls": 0.039039759256411344, "loss_rpn_cls": 0.0011182265340323738, "loss_rpn_loc": 0.001432957604265539, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.48842558823525906, "total_loss": 0.04934140135162579}
{"data_time": 0.003405868075788021, "eta_seconds": 8700.850029138848, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.178125, "fast_rcnn/fg_cls_accuracy": 0.821875, "iteration": 22919, "loss_box_reg": 0.008510099811246619, "loss_cls": 0.03943352383794263, "loss_rpn_cls": 0.0010822009740536487, "loss_rpn_loc": 0.0012728010769933462, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5022726655006409, "total_loss": 0.051295020459178886}
{"data_time": 0.003272709436714649, "eta_seconds": 8676.673659587279, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.224481658692185, "fast_rcnn/fg_cls_accuracy": 0.775518341307815, "iteration": 22939, "loss_box_reg": 0.008712167851626873, "loss_cls": 0.03717092107399367, "loss_rpn_cls": 0.0006951405989070736, "loss_rpn_loc": 0.0015776827021909412, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5048255799338222, "total_loss": 0.04938132334677903}
{"data_time": 0.0034000184386968613, "eta_seconds": 8666.502305435017, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.18194444444444446, "fast_rcnn/fg_cls_accuracy": 0.7807137954701442, "iteration": 22959, "loss_box_reg": 0.008927242859499529, "loss_cls": 0.039743281522532925, "loss_rpn_cls": 0.0012249568484605788, "loss_rpn_loc": 0.0014973666729929391, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4955195412039757, "total_loss": 0.05248707008883002}
{"data_time": 0.0032538874074816704, "eta_seconds": 8648.966790271923, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15941043083900225, "fast_rcnn/fg_cls_accuracy": 0.7733299337072922, "iteration": 22979, "loss_box_reg": 0.008224388468079269, "loss_cls": 0.039527237007860094, "loss_rpn_cls": 0.0007473000720779055, "loss_rpn_loc": 0.0013377936902543297, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5003456491976976, "total_loss": 0.05005409795722926}
{"data_time": 0.00328717939555645, "eta_seconds": 8643.252613786608, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22860520094562647, "fast_rcnn/fg_cls_accuracy": 0.7468253968253968, "iteration": 22999, "loss_box_reg": 0.008804169687209651, "loss_cls": 0.04021403138176538, "loss_rpn_cls": 0.0008963735163263209, "loss_rpn_loc": 0.001542382455227198, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5097246691584587, "total_loss": 0.0506014571930109}
{"data_time": 0.003185950219631195, "eta_seconds": 8630.431590471417, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.156794425087108, "fast_rcnn/fg_cls_accuracy": 0.8432055749128919, "iteration": 23019, "loss_box_reg": 0.008395703131100163, "loss_cls": 0.03820427114260383, "loss_rpn_cls": 0.0011173878585850616, "loss_rpn_loc": 0.001579806927111349, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.52079295553267, "total_loss": 0.0519197818499606}
{"data_time": 0.00300693791359663, "eta_seconds": 8622.916745040566, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3452887537993921, "fast_rcnn/fg_cls_accuracy": 0.6547112462006079, "iteration": 23039, "loss_box_reg": 0.008466133411275223, "loss_cls": 0.039555271359859034, "loss_rpn_cls": 0.0009148203535858102, "loss_rpn_loc": 0.0015362226658908185, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094396034255624, "total_loss": 0.050389435691499784}
{"data_time": 0.0031619900837540627, "eta_seconds": 8612.104266777635, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23197831978319783, "fast_rcnn/fg_cls_accuracy": 0.7436314363143631, "iteration": 23059, "loss_box_reg": 0.008808761485852301, "loss_cls": 0.0422200114117004, "loss_rpn_cls": 0.0005849566173878884, "loss_rpn_loc": 0.0013932166330050677, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5123387798666954, "total_loss": 0.05357209693056575}
{"data_time": 0.0032930858433246613, "eta_seconds": 8598.15328465961, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11834733893557423, "fast_rcnn/fg_cls_accuracy": 0.879251700680272, "iteration": 23079, "loss_box_reg": 0.008335224265465513, "loss_cls": 0.03999289943021722, "loss_rpn_cls": 0.001049192789253084, "loss_rpn_loc": 0.0014790915920457337, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5048165107145905, "total_loss": 0.05157115064832851}
{"data_time": 0.003268793225288391, "eta_seconds": 8574.402469575405, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6428571428571428, "iteration": 23099, "loss_box_reg": 0.00882830869522877, "loss_cls": 0.03827405360061675, "loss_rpn_cls": 0.0014212621652234247, "loss_rpn_loc": 0.0015661596953577828, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505112268961966, "total_loss": 0.05008525120719298}
{"data_time": 0.0032048244029283524, "eta_seconds": 8564.255848109722, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.04941176470588235, "fast_rcnn/fg_cls_accuracy": 0.9505882352941176, "iteration": 23119, "loss_box_reg": 0.00839524992625229, "loss_cls": 0.03663624654291198, "loss_rpn_cls": 0.0011403006103023472, "loss_rpn_loc": 0.0014719696046086028, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5209474312141538, "total_loss": 0.048166486871650704}
{"data_time": 0.00317971408367157, "eta_seconds": 8552.877575194463, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17755255255255256, "fast_rcnn/fg_cls_accuracy": 0.8224474474474475, "iteration": 23139, "loss_box_reg": 0.008133352443110198, "loss_cls": 0.03793101105839014, "loss_rpn_cls": 0.000737163274266095, "loss_rpn_loc": 0.0011661559274216415, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49985875841230154, "total_loss": 0.049638129765618544}
{"data_time": 0.0031625106930732727, "eta_seconds": 8545.906577198766, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20465116279069767, "fast_rcnn/fg_cls_accuracy": 0.7953488372093023, "iteration": 23159, "loss_box_reg": 0.00871613557683304, "loss_cls": 0.03974297735840082, "loss_rpn_cls": 0.0007835593766856164, "loss_rpn_loc": 0.0017486060787632596, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5080578066408634, "total_loss": 0.052113987073681756}
{"data_time": 0.003217708319425583, "eta_seconds": 8537.654177413322, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20518207282913165, "fast_rcnn/fg_cls_accuracy": 0.7948179271708684, "iteration": 23179, "loss_box_reg": 0.008523559255991131, "loss_cls": 0.03891338300309144, "loss_rpn_cls": 0.0006812900130057642, "loss_rpn_loc": 0.0014180075886542909, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5102132493630052, "total_loss": 0.05000723566990928}
{"data_time": 0.0029562050476670265, "eta_seconds": 8527.502992373891, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19560019129603062, "fast_rcnn/fg_cls_accuracy": 0.8043998087039694, "iteration": 23199, "loss_box_reg": 0.009306898296927102, "loss_cls": 0.03765452251536772, "loss_rpn_cls": 0.000500823688582841, "loss_rpn_loc": 0.001597155071067391, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021050814539194, "total_loss": 0.049612287565921065}
{"data_time": 0.003324219025671482, "eta_seconds": 8519.974664395675, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21717171717171718, "fast_rcnn/fg_cls_accuracy": 0.7828282828282829, "iteration": 23219, "loss_box_reg": 0.00864951207768172, "loss_cls": 0.04152402709587477, "loss_rpn_cls": 0.0007087182949021553, "loss_rpn_loc": 0.0013441349019558402, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5224090097472072, "total_loss": 0.0524435508117449}
{"data_time": 0.002912609837949276, "eta_seconds": 8512.357570529915, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 23239, "loss_box_reg": 0.008671932824654505, "loss_cls": 0.039314357680268586, "loss_rpn_cls": 0.0010612730069397003, "loss_rpn_loc": 0.0017033360800269293, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5105552589520812, "total_loss": 0.04918310604882237}
{"data_time": 0.0031530549749732018, "eta_seconds": 8503.745529646054, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16451612903225807, "fast_rcnn/fg_cls_accuracy": 0.8354838709677419, "iteration": 23259, "loss_box_reg": 0.008149269153364003, "loss_cls": 0.03846072469605133, "loss_rpn_cls": 0.0008187598893982795, "loss_rpn_loc": 0.0014629974684794433, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5020573623478413, "total_loss": 0.049305954973320354}
{"data_time": 0.003313755616545677, "eta_seconds": 8495.81125545036, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16700542005420055, "fast_rcnn/fg_cls_accuracy": 0.8048780487804879, "iteration": 23279, "loss_box_reg": 0.00817783604725264, "loss_cls": 0.03843171842163429, "loss_rpn_cls": 0.0009285655845019392, "loss_rpn_loc": 0.0015651917383365799, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523115056566894, "total_loss": 0.04845724349183911}
{"data_time": 0.003270341083407402, "eta_seconds": 8483.427160302177, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21384004537719797, "fast_rcnn/fg_cls_accuracy": 0.7861599546228021, "iteration": 23299, "loss_box_reg": 0.008575141429901123, "loss_cls": 0.040043042827164754, "loss_rpn_cls": 0.0011063329984608572, "loss_rpn_loc": 0.0014665378257632256, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4891119422391057, "total_loss": 0.052357252700517165}
{"data_time": 0.003204493783414364, "eta_seconds": 8471.728216336109, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16336256195196341, "fast_rcnn/fg_cls_accuracy": 0.8323185011709602, "iteration": 23319, "loss_box_reg": 0.00842134618142154, "loss_cls": 0.03660682181362063, "loss_rpn_cls": 0.0009787704192376623, "loss_rpn_loc": 0.001451256226573605, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.506869787350297, "total_loss": 0.04923906193732819}
{"data_time": 0.0030546803027391434, "eta_seconds": 8465.325717783533, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17279821627647712, "fast_rcnn/fg_cls_accuracy": 0.8174763832658569, "iteration": 23339, "loss_box_reg": 0.008690144342835993, "loss_cls": 0.039291377644985914, "loss_rpn_cls": 0.0012559797706330755, "loss_rpn_loc": 0.0014500483539450215, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5169971622526646, "total_loss": 0.052024875883489585}
{"data_time": 0.0032277610152959824, "eta_seconds": 8455.87546894513, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24537037037037035, "fast_rcnn/fg_cls_accuracy": 0.7546296296296297, "iteration": 23359, "loss_box_reg": 0.008379268925637007, "loss_cls": 0.03831974376225844, "loss_rpn_cls": 0.0012454228972273995, "loss_rpn_loc": 0.0014446351469814545, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5007208734750748, "total_loss": 0.048881881455571374}
{"data_time": 0.003434828482568264, "eta_seconds": 8445.712767822668, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1854575163398693, "fast_rcnn/fg_cls_accuracy": 0.8052168021680217, "iteration": 23379, "loss_box_reg": 0.008668136826599948, "loss_cls": 0.04012857761699706, "loss_rpn_cls": 0.0012212148515260424, "loss_rpn_loc": 0.0012892789054603782, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163409514352679, "total_loss": 0.05182766416828599}
{"data_time": 0.003255457617342472, "eta_seconds": 8434.267648044974, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20576923076923076, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 23399, "loss_box_reg": 0.008894846658222377, "loss_cls": 0.039122478949138895, "loss_rpn_cls": 0.0010709116907463567, "loss_rpn_loc": 0.0011988234782620566, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48985875491052866, "total_loss": 0.0508910693557425}
{"data_time": 0.0031847218051552773, "eta_seconds": 8427.600611994043, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21712619300106045, "fast_rcnn/fg_cls_accuracy": 0.7828738069989396, "iteration": 23419, "loss_box_reg": 0.008934827303164639, "loss_cls": 0.03989687634748407, "loss_rpn_cls": 0.001136832498673357, "loss_rpn_loc": 0.0013227512954472331, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188633734360337, "total_loss": 0.05084915280201585}
{"data_time": 0.003148927353322506, "eta_seconds": 8424.794535273686, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.19371482176360227, "fast_rcnn/fg_cls_accuracy": 0.7742338961851157, "iteration": 23439, "loss_box_reg": 0.008783936384133995, "loss_cls": 0.03654227242805064, "loss_rpn_cls": 0.0005477179404351773, "loss_rpn_loc": 0.0014677324852527818, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5157775543630123, "total_loss": 0.04933863416999884}
{"data_time": 0.003230210393667221, "eta_seconds": 8410.27132040076, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12087912087912087, "fast_rcnn/fg_cls_accuracy": 0.8326923076923077, "iteration": 23459, "loss_box_reg": 0.008670580384205095, "loss_cls": 0.0417593983002007, "loss_rpn_cls": 0.000853171482617654, "loss_rpn_loc": 0.0014143328826321522, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.505670371465385, "total_loss": 0.054495039043956695}
{"data_time": 0.0034429654479026794, "eta_seconds": 8397.104499774054, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6212121212121212, "iteration": 23479, "loss_box_reg": 0.008271051570773125, "loss_cls": 0.03984322855831124, "loss_rpn_cls": 0.0010080353516741525, "loss_rpn_loc": 0.0015238454252539668, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4945876346901059, "total_loss": 0.05058044885311119}
{"data_time": 0.0031237993389368057, "eta_seconds": 8384.030950671993, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2720588235294118, "fast_rcnn/fg_cls_accuracy": 0.7029411764705882, "iteration": 23499, "loss_box_reg": 0.00866057092207484, "loss_cls": 0.03872118107392453, "loss_rpn_cls": 0.0008451182703197446, "loss_rpn_loc": 0.0018733987963059917, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5070742908865213, "total_loss": 0.050884887476769336}
{"data_time": 0.003187473863363266, "eta_seconds": 8373.30071124807, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 23519, "loss_box_reg": 0.008963786822278053, "loss_cls": 0.03907304277527146, "loss_rpn_cls": 0.0009287633959900177, "loss_rpn_loc": 0.0015726142210041871, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5002535516396165, "total_loss": 0.05105164765512882}
{"data_time": 0.0031867465004324913, "eta_seconds": 8363.139555115253, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25252525252525254, "fast_rcnn/fg_cls_accuracy": 0.7474747474747474, "iteration": 23539, "loss_box_reg": 0.008530424616765231, "loss_cls": 0.0403052264591679, "loss_rpn_cls": 0.0008722725814322985, "loss_rpn_loc": 0.0013377487903198926, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5152687085792422, "total_loss": 0.05150053208649297}
{"data_time": 0.0031217290088534355, "eta_seconds": 8360.546645102091, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17433962264150943, "fast_rcnn/fg_cls_accuracy": 0.8256603773584905, "iteration": 23559, "loss_box_reg": 0.008430693880654871, "loss_cls": 0.03648739354684949, "loss_rpn_cls": 0.0009708155271255237, "loss_rpn_loc": 0.0015004596061771736, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5152103481814265, "total_loss": 0.04855094118599368}
{"data_time": 0.002992328256368637, "eta_seconds": 8358.230986348353, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15669856459330145, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 23579, "loss_box_reg": 0.0082236735324841, "loss_cls": 0.03884568839566782, "loss_rpn_cls": 0.0008682514791189533, "loss_rpn_loc": 0.0014998340484453365, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5165109001100063, "total_loss": 0.051385571246783}
{"data_time": 0.0032414719462394714, "eta_seconds": 8343.480493099429, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2614657210401891, "fast_rcnn/fg_cls_accuracy": 0.7385342789598108, "iteration": 23599, "loss_box_reg": 0.00854081122088246, "loss_cls": 0.04044748068554327, "loss_rpn_cls": 0.000849285066237826, "loss_rpn_loc": 0.0013955148169770837, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4878538567572832, "total_loss": 0.05256708909911367}
{"data_time": 0.0030659157782793045, "eta_seconds": 8328.919321654364, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28205128205128205, "fast_rcnn/fg_cls_accuracy": 0.7107023411371238, "iteration": 23619, "loss_box_reg": 0.00872091669589281, "loss_cls": 0.03772854831186123, "loss_rpn_cls": 0.0006205491787625306, "loss_rpn_loc": 0.0014243934037949657, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.501551897265017, "total_loss": 0.05080625973947406}
{"data_time": 0.0031486907973885536, "eta_seconds": 8327.69119832199, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22252747252747251, "fast_rcnn/fg_cls_accuracy": 0.7661943319838057, "iteration": 23639, "loss_box_reg": 0.008326048322487622, "loss_cls": 0.039293661393458024, "loss_rpn_cls": 0.0006347588674771032, "loss_rpn_loc": 0.0014807546976953745, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174623681232333, "total_loss": 0.049900247594841574}
{"data_time": 0.0032698307186365128, "eta_seconds": 8316.686184871942, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3236486486486486, "fast_rcnn/fg_cls_accuracy": 0.6763513513513514, "iteration": 23659, "loss_box_reg": 0.008182307617971674, "loss_cls": 0.038139728480018675, "loss_rpn_cls": 0.0010154271526516823, "loss_rpn_loc": 0.0012563075451907935, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5165697317570448, "total_loss": 0.0497586486841044}
{"data_time": 0.003241554833948612, "eta_seconds": 8302.783069805242, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22933743169398907, "fast_rcnn/fg_cls_accuracy": 0.7706625683060109, "iteration": 23679, "loss_box_reg": 0.008472798246657476, "loss_cls": 0.03693976835347712, "loss_rpn_cls": 0.0007920586508021188, "loss_rpn_loc": 0.0016377138745156117, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4938304824754596, "total_loss": 0.04973588836537601}
{"data_time": 0.0031425505876541138, "eta_seconds": 8289.354106307961, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17682576193214491, "fast_rcnn/fg_cls_accuracy": 0.8231742380678551, "iteration": 23699, "loss_box_reg": 0.00852190749719739, "loss_cls": 0.03984914760803804, "loss_rpn_cls": 0.0005949718599822518, "loss_rpn_loc": 0.0012765866667905357, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5104937152937055, "total_loss": 0.051599849768081185}
{"data_time": 0.003067759796977043, "eta_seconds": 8278.074322437868, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1975609756097561, "fast_rcnn/fg_cls_accuracy": 0.7783783783783784, "iteration": 23719, "loss_box_reg": 0.00839323314721696, "loss_cls": 0.03892871257266961, "loss_rpn_cls": 0.0014755811266695673, "loss_rpn_loc": 0.0014484164603345562, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5121072204783559, "total_loss": 0.051976477266862275}
{"data_time": 0.0031891968101263046, "eta_seconds": 8272.260002334602, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19718992248062017, "fast_rcnn/fg_cls_accuracy": 0.8028100775193798, "iteration": 23739, "loss_box_reg": 0.00894528315984644, "loss_cls": 0.041071755811572075, "loss_rpn_cls": 0.0005290281736449742, "loss_rpn_loc": 0.0013677337046829052, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5100637683644891, "total_loss": 0.0527477561354317}
{"data_time": 0.0030495552346110344, "eta_seconds": 8262.085646511056, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8032258064516129, "iteration": 23759, "loss_box_reg": 0.008863888739142567, "loss_cls": 0.04062379867536947, "loss_rpn_cls": 0.0008765991210850643, "loss_rpn_loc": 0.0013873749721824424, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5154971331357956, "total_loss": 0.05235281541914105}
{"data_time": 0.0031310049816966057, "eta_seconds": 8251.911290687509, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21613907628437987, "fast_rcnn/fg_cls_accuracy": 0.7838609237156202, "iteration": 23779, "loss_box_reg": 0.008542595620383509, "loss_cls": 0.03770980020635761, "loss_rpn_cls": 0.0007536520390516444, "loss_rpn_loc": 0.0014051516154722776, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5080995466560125, "total_loss": 0.048234920437536744}
{"data_time": 0.0033030370250344276, "eta_seconds": 8245.43374830857, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16465183752417795, "fast_rcnn/fg_cls_accuracy": 0.8291793313069908, "iteration": 23799, "loss_box_reg": 0.008138338598655537, "loss_cls": 0.03586626274045557, "loss_rpn_cls": 0.0008607200325769782, "loss_rpn_loc": 0.0016511771063960623, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5125666633248329, "total_loss": 0.04777174635114534}
{"data_time": 0.003164275549352169, "eta_seconds": 8231.562579040416, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2991093518060366, "fast_rcnn/fg_cls_accuracy": 0.7008906481939634, "iteration": 23819, "loss_box_reg": 0.008432537521002814, "loss_cls": 0.042322257650084794, "loss_rpn_cls": 0.000922849349194621, "loss_rpn_loc": 0.001855428665294312, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4970907736569643, "total_loss": 0.05474061000066399}
{"data_time": 0.0031967442482709885, "eta_seconds": 8221.388223216869, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 23839, "loss_box_reg": 0.008414501615334302, "loss_cls": 0.03963304421631619, "loss_rpn_cls": 0.001061418456060892, "loss_rpn_loc": 0.001928803144437552, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.506693716160953, "total_loss": 0.05017088489614707}
{"data_time": 0.0030127568170428276, "eta_seconds": 8216.423222207464, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2996794871794872, "fast_rcnn/fg_cls_accuracy": 0.7003205128205128, "iteration": 23859, "loss_box_reg": 0.00832098734099418, "loss_cls": 0.038221308903303, "loss_rpn_cls": 0.0006691716534845682, "loss_rpn_loc": 0.0014654891747341026, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.515637518838048, "total_loss": 0.049700456272830706}
{"data_time": 0.0032472237944602966, "eta_seconds": 8206.242411573417, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1827697262479871, "fast_rcnn/fg_cls_accuracy": 0.7767210144927537, "iteration": 23879, "loss_box_reg": 0.00865387765225023, "loss_cls": 0.03688329612486996, "loss_rpn_cls": 0.0007103519095608135, "loss_rpn_loc": 0.0015660456319892546, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5008512148633599, "total_loss": 0.046414697254590465}
{"data_time": 0.0032381219789385796, "eta_seconds": 8196.810237536207, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22842261904761904, "fast_rcnn/fg_cls_accuracy": 0.7715773809523809, "iteration": 23899, "loss_box_reg": 0.008639033825602382, "loss_cls": 0.038162630575243384, "loss_rpn_cls": 0.0012727755112109662, "loss_rpn_loc": 0.0014561559110006783, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5039155390113592, "total_loss": 0.05041365245256202}
{"data_time": 0.0032928716391324997, "eta_seconds": 8187.523528445512, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.268452380952381, "fast_rcnn/fg_cls_accuracy": 0.7315476190476191, "iteration": 23919, "loss_box_reg": 0.00890934991184622, "loss_cls": 0.04179808820481412, "loss_rpn_cls": 0.0006141422066434643, "loss_rpn_loc": 0.0014155283497530036, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.508988213725388, "total_loss": 0.05303213002321172}
{"data_time": 0.003017086535692215, "eta_seconds": 8178.565313804895, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 23939, "loss_box_reg": 0.008799667266430333, "loss_cls": 0.038066449225880206, "loss_rpn_cls": 0.0006574612517056266, "loss_rpn_loc": 0.001367666185615235, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5081311790272593, "total_loss": 0.05112979549994634}
{"data_time": 0.003275827504694462, "eta_seconds": 8169.823403603397, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.19465811965811966, "fast_rcnn/fg_cls_accuracy": 0.7984860883797054, "iteration": 23959, "loss_box_reg": 0.008482539065880701, "loss_cls": 0.038182149786734954, "loss_rpn_cls": 0.0012513111170164848, "loss_rpn_loc": 0.0013055694453214528, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5078996131196618, "total_loss": 0.04941531988265524}
{"data_time": 0.0031155990436673164, "eta_seconds": 8158.196556407958, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17360114777618366, "fast_rcnn/fg_cls_accuracy": 0.8180147058823529, "iteration": 23979, "loss_box_reg": 0.008902405970729887, "loss_cls": 0.03924430065671913, "loss_rpn_cls": 0.0010421500135890938, "loss_rpn_loc": 0.0013563114080170635, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5046918801963329, "total_loss": 0.05293081161912028}
{"data_time": 0.0032812468707561493, "eta_seconds": 8146.7921135909855, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3083508036338225, "fast_rcnn/fg_cls_accuracy": 0.6916491963661775, "iteration": 23999, "loss_box_reg": 0.008485822399961762, "loss_cls": 0.041518751764670014, "loss_rpn_cls": 0.0011115655324829277, "loss_rpn_loc": 0.0014299357462732587, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5036862147971988, "total_loss": 0.05256155964372056}
{"data_time": 0.0031125396490097046, "eta_seconds": 8135.719794178382, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2864656381486676, "fast_rcnn/fg_cls_accuracy": 0.7135343618513323, "iteration": 24019, "loss_box_reg": 0.008113172458251938, "loss_cls": 0.03837143213604577, "loss_rpn_cls": 0.0007289200709692523, "loss_rpn_loc": 0.0012452840219339123, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5053540682420135, "total_loss": 0.0489779198833844}
{"data_time": 0.0031223418191075325, "eta_seconds": 8125.538053618744, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21881606765327696, "fast_rcnn/fg_cls_accuracy": 0.7811839323467231, "iteration": 24039, "loss_box_reg": 0.007962758973008022, "loss_cls": 0.03853006969438866, "loss_rpn_cls": 0.0009833503728486903, "loss_rpn_loc": 0.0012645063343370566, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5095514906570315, "total_loss": 0.04892652495402672}
{"data_time": 0.0030752532184123993, "eta_seconds": 8115.3563130591065, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23446088794926004, "fast_rcnn/fg_cls_accuracy": 0.76553911205074, "iteration": 24059, "loss_box_reg": 0.008681276580318809, "loss_cls": 0.03836965863592923, "loss_rpn_cls": 0.0010750975678774921, "loss_rpn_loc": 0.001684484421275556, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179554801434278, "total_loss": 0.051173012708204624}
{"data_time": 0.0034064147621393204, "eta_seconds": 8105.174572499469, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2801169590643275, "fast_rcnn/fg_cls_accuracy": 0.7149870801033591, "iteration": 24079, "loss_box_reg": 0.008374411467229947, "loss_cls": 0.03853788517881185, "loss_rpn_cls": 0.000717406835519796, "loss_rpn_loc": 0.0014352084290294442, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5038219019770622, "total_loss": 0.04883873030121322}
{"data_time": 0.003398152068257332, "eta_seconds": 8094.992831939831, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22435897435897434, "fast_rcnn/fg_cls_accuracy": 0.7382847038019451, "iteration": 24099, "loss_box_reg": 0.008092137082712725, "loss_cls": 0.03699047036934644, "loss_rpn_cls": 0.0008904432124836603, "loss_rpn_loc": 0.0016360691715817666, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5069685382768512, "total_loss": 0.04793938720357005}
{"data_time": 0.003196445293724537, "eta_seconds": 8083.372894111089, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18125, "fast_rcnn/fg_cls_accuracy": 0.7740518038852915, "iteration": 24119, "loss_box_reg": 0.008161027828464285, "loss_cls": 0.03909083432517946, "loss_rpn_cls": 0.0010472220698147794, "loss_rpn_loc": 0.0018320040617254563, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5020284401252866, "total_loss": 0.05085651532340307}
{"data_time": 0.0031205350533127785, "eta_seconds": 8073.863083273172, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15683962264150944, "fast_rcnn/fg_cls_accuracy": 0.8431603773584906, "iteration": 24139, "loss_box_reg": 0.008105931949103251, "loss_cls": 0.03864886693190783, "loss_rpn_cls": 0.0008773333959766205, "loss_rpn_loc": 0.0015082441204867791, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058463681489229, "total_loss": 0.04935058181416707}
{"data_time": 0.003214426338672638, "eta_seconds": 8065.3292838819325, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.16279069767441862, "fast_rcnn/fg_cls_accuracy": 0.8372093023255813, "iteration": 24159, "loss_box_reg": 0.008400198188610375, "loss_cls": 0.03636779519729316, "loss_rpn_cls": 0.0009486892600421015, "loss_rpn_loc": 0.0014747651111974847, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5137445814907551, "total_loss": 0.048399223156536664}
{"data_time": 0.003198595717549324, "eta_seconds": 8052.833106084727, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11616161616161616, "fast_rcnn/fg_cls_accuracy": 0.8727272727272728, "iteration": 24179, "loss_box_reg": 0.008229146129451692, "loss_cls": 0.04165545309660956, "loss_rpn_cls": 0.001075532357162956, "loss_rpn_loc": 0.001359509362373501, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4996737949550152, "total_loss": 0.05249846412931447}
{"data_time": 0.003262517973780632, "eta_seconds": 8041.898887546733, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21525096525096526, "fast_rcnn/fg_cls_accuracy": 0.7847490347490347, "iteration": 24199, "loss_box_reg": 0.008394177333684638, "loss_cls": 0.036095886694965884, "loss_rpn_cls": 0.001275851042805698, "loss_rpn_loc": 0.0016165203269338235, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49301640782505274, "total_loss": 0.04824725176160882}
{"data_time": 0.0031429631635546684, "eta_seconds": 8022.244053910486, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.18808962264150944, "fast_rcnn/fg_cls_accuracy": 0.781547619047619, "iteration": 24219, "loss_box_reg": 0.008653648110339418, "loss_cls": 0.037967151816701517, "loss_rpn_cls": 0.0011240735182056483, "loss_rpn_loc": 0.0013477272841555532, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166282821446657, "total_loss": 0.049045137411212636}
{"data_time": 0.0034183207899332047, "eta_seconds": 8010.294492986985, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21581670362158167, "fast_rcnn/fg_cls_accuracy": 0.7841832963784183, "iteration": 24239, "loss_box_reg": 0.008602800240623765, "loss_cls": 0.03884716858738102, "loss_rpn_cls": 0.001247963298567356, "loss_rpn_loc": 0.0016678602369211148, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5067945085465908, "total_loss": 0.051130376408721645}
{"data_time": 0.0032914886251091957, "eta_seconds": 8002.880421118811, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13339920948616601, "fast_rcnn/fg_cls_accuracy": 0.866600790513834, "iteration": 24259, "loss_box_reg": 0.008270650228951126, "loss_cls": 0.039436728693544865, "loss_rpn_cls": 0.0013945087299020997, "loss_rpn_loc": 0.0014493981398118194, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5157919265329838, "total_loss": 0.05108253891096126}
{"data_time": 0.003241264261305332, "eta_seconds": 7992.712222883478, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15669515669515668, "fast_rcnn/fg_cls_accuracy": 0.8433048433048433, "iteration": 24279, "loss_box_reg": 0.008669648581417277, "loss_cls": 0.03993558025103994, "loss_rpn_cls": 0.0008414799377192139, "loss_rpn_loc": 0.0012820974570786348, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5158132445067167, "total_loss": 0.05077017977930609}
{"data_time": 0.003249097615480423, "eta_seconds": 7982.544024648145, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23014705882352943, "fast_rcnn/fg_cls_accuracy": 0.7698529411764705, "iteration": 24299, "loss_box_reg": 0.007918575254734606, "loss_cls": 0.035750262410147116, "loss_rpn_cls": 0.0007071483165645986, "loss_rpn_loc": 0.0016317934059770778, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5029070246964693, "total_loss": 0.047129921426517285}
{"data_time": 0.0031231800094246864, "eta_seconds": 7972.375826412812, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.158004158004158, "fast_rcnn/fg_cls_accuracy": 0.8306836248012719, "iteration": 24319, "loss_box_reg": 0.00824690781882964, "loss_cls": 0.03667412867071107, "loss_rpn_cls": 0.0008628149591345391, "loss_rpn_loc": 0.001587372089488781, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5085516171529889, "total_loss": 0.047816976490139496}
{"data_time": 0.0030848411843180656, "eta_seconds": 7962.207628177479, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20512820512820512, "fast_rcnn/fg_cls_accuracy": 0.7948717948717948, "iteration": 24339, "loss_box_reg": 0.008177110605174676, "loss_cls": 0.04048022034112364, "loss_rpn_cls": 0.0011414797547786293, "loss_rpn_loc": 0.0014405565561901312, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5096172569319606, "total_loss": 0.05234734579877909}
{"data_time": 0.0030438555404543877, "eta_seconds": 7951.244795541279, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23431372549019608, "fast_rcnn/fg_cls_accuracy": 0.7423529411764705, "iteration": 24359, "loss_box_reg": 0.009172768128337339, "loss_cls": 0.040336681908229366, "loss_rpn_cls": 0.0011335343214256, "loss_rpn_loc": 0.0016761918832344236, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4989373553544283, "total_loss": 0.05272901719887457}
{"data_time": 0.003099041059613228, "eta_seconds": 7937.16433943063, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.280625, "fast_rcnn/fg_cls_accuracy": 0.719375, "iteration": 24379, "loss_box_reg": 0.007858816534280777, "loss_cls": 0.03813510786858387, "loss_rpn_cls": 0.0006067810908234605, "loss_rpn_loc": 0.0014614636456826702, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.510377942584455, "total_loss": 0.04864881687922207}
{"data_time": 0.003176017664372921, "eta_seconds": 7932.674930502661, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17067307692307693, "fast_rcnn/fg_cls_accuracy": 0.8293269230769231, "iteration": 24399, "loss_box_reg": 0.00863664984353818, "loss_cls": 0.03720991205773316, "loss_rpn_cls": 0.001079517669040797, "loss_rpn_loc": 0.0014009108635946177, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5032623736187816, "total_loss": 0.048893854228794}
{"data_time": 0.003085118718445301, "eta_seconds": 7918.812162631191, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24232158988256547, "fast_rcnn/fg_cls_accuracy": 0.7530487804878049, "iteration": 24419, "loss_box_reg": 0.008284391748020425, "loss_cls": 0.038562852481845766, "loss_rpn_cls": 0.001014516055988679, "loss_rpn_loc": 0.0013597595389001071, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5190815618261695, "total_loss": 0.049542060340584726}
{"data_time": 0.0031167669221758842, "eta_seconds": 7908.647459258325, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11769041769041769, "fast_rcnn/fg_cls_accuracy": 0.8823095823095823, "iteration": 24439, "loss_box_reg": 0.008077331818640232, "loss_cls": 0.03760500520002097, "loss_rpn_cls": 0.0004552936987636258, "loss_rpn_loc": 0.0015081868732522707, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5128888143226504, "total_loss": 0.04791239381285095}
{"data_time": 0.0032779639586806297, "eta_seconds": 7900.408884822391, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21637426900584794, "fast_rcnn/fg_cls_accuracy": 0.7836257309941521, "iteration": 24459, "loss_box_reg": 0.008661564555950463, "loss_cls": 0.0371702586999163, "loss_rpn_cls": 0.0007806704561517108, "loss_rpn_loc": 0.001363471901640878, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5149682043120265, "total_loss": 0.04862443637381375}
{"data_time": 0.003336569294333458, "eta_seconds": 7891.997153793462, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18229166666666669, "fast_rcnn/fg_cls_accuracy": 0.8177083333333333, "iteration": 24479, "loss_box_reg": 0.007755080092465505, "loss_cls": 0.03674606388085522, "loss_rpn_cls": 0.0011972125981856152, "loss_rpn_loc": 0.0017564066311024362, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5124032236635685, "total_loss": 0.04752639170120432}
{"data_time": 0.003164314664900303, "eta_seconds": 7892.722682154737, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17052154195011338, "fast_rcnn/fg_cls_accuracy": 0.8294784580498866, "iteration": 24499, "loss_box_reg": 0.008735667477594689, "loss_cls": 0.03922431365936063, "loss_rpn_cls": 0.0007623798777132151, "loss_rpn_loc": 0.0013567368005169556, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5155463656410575, "total_loss": 0.050529847930079086}
{"data_time": 0.003375772386789322, "eta_seconds": 7884.693518080749, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2448529411764706, "fast_rcnn/fg_cls_accuracy": 0.7205882352941178, "iteration": 24519, "loss_box_reg": 0.008431051712250337, "loss_cls": 0.03829465797753073, "loss_rpn_cls": 0.0009831992860824812, "loss_rpn_loc": 0.0015939877812343184, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5163674848154187, "total_loss": 0.049857177707480105}
{"data_time": 0.003006979823112488, "eta_seconds": 7873.284210570157, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20779531324725012, "fast_rcnn/fg_cls_accuracy": 0.7922046867527499, "iteration": 24539, "loss_box_reg": 0.008462997910100967, "loss_cls": 0.041259240882936865, "loss_rpn_cls": 0.0009022449331155258, "loss_rpn_loc": 0.0012739792691718321, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5109715098515153, "total_loss": 0.05199867336415309}
{"data_time": 0.0032578418031334877, "eta_seconds": 7860.784771372564, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2773892773892774, "fast_rcnn/fg_cls_accuracy": 0.7226107226107226, "iteration": 24559, "loss_box_reg": 0.007996332555194385, "loss_cls": 0.0385531225183513, "loss_rpn_cls": 0.0012763552963406255, "loss_rpn_loc": 0.001999453095777426, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5106446845456958, "total_loss": 0.049803532496724756}
{"data_time": 0.0029251938685774803, "eta_seconds": 7837.494535648264, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 24579, "loss_box_reg": 0.008252911386080086, "loss_cls": 0.03840857825707644, "loss_rpn_cls": 0.0011618993039732572, "loss_rpn_loc": 0.0016264234400296118, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49854431487619877, "total_loss": 0.048610061428746576}
{"data_time": 0.00345618836581707, "eta_seconds": 7829.238609815948, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26916451335055985, "fast_rcnn/fg_cls_accuracy": 0.7308354866494401, "iteration": 24599, "loss_box_reg": 0.00828357930004131, "loss_cls": 0.039674788335105404, "loss_rpn_cls": 0.0008544701794797049, "loss_rpn_loc": 0.0013098109448037576, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5060628289356828, "total_loss": 0.05135426178310354}
{"data_time": 0.003115191124379635, "eta_seconds": 7828.527473470196, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22903225806451613, "fast_rcnn/fg_cls_accuracy": 0.7709677419354839, "iteration": 24619, "loss_box_reg": 0.008351377764483914, "loss_cls": 0.039243333565536886, "loss_rpn_cls": 0.0009744032472553954, "loss_rpn_loc": 0.0014524253974741441, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136768510565162, "total_loss": 0.0498199751072832}
{"data_time": 0.0033396268263459206, "eta_seconds": 7804.509070524946, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1925, "fast_rcnn/fg_cls_accuracy": 0.8075, "iteration": 24639, "loss_box_reg": 0.008469258056720719, "loss_cls": 0.040424611361231655, "loss_rpn_cls": 0.0005657402118117716, "loss_rpn_loc": 0.0013080151584290434, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.505280552431941, "total_loss": 0.051730734504985776}
{"data_time": 0.003199709579348564, "eta_seconds": 7793.75899777934, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15353535353535352, "fast_rcnn/fg_cls_accuracy": 0.8269841269841269, "iteration": 24659, "loss_box_reg": 0.008418815239565447, "loss_cls": 0.037363627867307514, "loss_rpn_cls": 0.0011160795594946649, "loss_rpn_loc": 0.0014535104310198221, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136265652254224, "total_loss": 0.049265480970802855}
{"data_time": 0.0032652951776981354, "eta_seconds": 7797.989039791748, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24077733860342557, "fast_rcnn/fg_cls_accuracy": 0.7592226613965745, "iteration": 24679, "loss_box_reg": 0.008207099657738581, "loss_cls": 0.040073840122204274, "loss_rpn_cls": 0.00092750902035732, "loss_rpn_loc": 0.0012168585144536337, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5190666718408465, "total_loss": 0.050498414024673366}
{"data_time": 0.0029752301052212715, "eta_seconds": 7787.809561898932, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17142857142857143, "fast_rcnn/fg_cls_accuracy": 0.8216931216931217, "iteration": 24699, "loss_box_reg": 0.008558422443456948, "loss_cls": 0.04064410991850309, "loss_rpn_cls": 0.0014194744937867654, "loss_rpn_loc": 0.001500671340181725, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49918839894235134, "total_loss": 0.05233797316407163}
{"data_time": 0.0030636368319392204, "eta_seconds": 7780.70416786056, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.727116704805492, "iteration": 24719, "loss_box_reg": 0.008155790477758273, "loss_cls": 0.036049493472091854, "loss_rpn_cls": 0.0009422675050245743, "loss_rpn_loc": 0.001547774088976439, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342847239226103, "total_loss": 0.04730318176369508}
{"data_time": 0.0031488491222262383, "eta_seconds": 7772.644388568588, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 24739, "loss_box_reg": 0.008584233990404755, "loss_cls": 0.04079954043845646, "loss_rpn_cls": 0.0009195657746658981, "loss_rpn_loc": 0.0013361030360101722, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5206139413639903, "total_loss": 0.05095561677160276}
{"data_time": 0.0030623506754636765, "eta_seconds": 7762.458104067482, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18375, "fast_rcnn/fg_cls_accuracy": 0.7996880570409982, "iteration": 24759, "loss_box_reg": 0.008323359827045351, "loss_cls": 0.03750591533025727, "loss_rpn_cls": 0.0012037622258276315, "loss_rpn_loc": 0.0013249243602331262, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098031833767891, "total_loss": 0.04815254121359658}
{"data_time": 0.003107975237071514, "eta_seconds": 7753.916635677218, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22415329768270945, "fast_rcnn/fg_cls_accuracy": 0.7758467023172906, "iteration": 24779, "loss_box_reg": 0.008271353173768148, "loss_cls": 0.03524696559179574, "loss_rpn_cls": 0.0010917461185329103, "loss_rpn_loc": 0.0013482182439474855, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5066418601199985, "total_loss": 0.047207859606629654}
{"data_time": 0.003328755497932434, "eta_seconds": 7743.72818993032, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17232237539766704, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 24799, "loss_box_reg": 0.008056084072450176, "loss_cls": 0.038051805313443765, "loss_rpn_cls": 0.0005665418917715215, "loss_rpn_loc": 0.001595513136635418, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5165045438334346, "total_loss": 0.048556898653828284}
{"data_time": 0.0031234677881002426, "eta_seconds": 7736.499577484094, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25816993464052285, "fast_rcnn/fg_cls_accuracy": 0.6955535390199636, "iteration": 24819, "loss_box_reg": 0.008838525041937828, "loss_cls": 0.03867676836671308, "loss_rpn_cls": 0.0008793023615538686, "loss_rpn_loc": 0.0013893866089347284, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.521419994533062, "total_loss": 0.05005547039908009}
{"data_time": 0.00322076678276062, "eta_seconds": 7732.328090757132, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.256578947368421, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 24839, "loss_box_reg": 0.008255702487076633, "loss_cls": 0.038155245361849666, "loss_rpn_cls": 0.0011870657234567261, "loss_rpn_loc": 0.0012920881126774475, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5312208933755755, "total_loss": 0.048725574686159234}
{"data_time": 0.003204396925866604, "eta_seconds": 7724.764592151158, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17792792792792794, "fast_rcnn/fg_cls_accuracy": 0.8220720720720721, "iteration": 24859, "loss_box_reg": 0.009359361953102052, "loss_cls": 0.04554890378494747, "loss_rpn_cls": 0.0009026018897202448, "loss_rpn_loc": 0.0016522700752830133, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5313910590484738, "total_loss": 0.05751654655398397}
{"data_time": 0.0032540177926421165, "eta_seconds": 7713.716123239137, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12690548780487804, "fast_rcnn/fg_cls_accuracy": 0.8608993902439024, "iteration": 24879, "loss_box_reg": 0.008337134640896693, "loss_cls": 0.03688138516736217, "loss_rpn_cls": 0.0007816062462779882, "loss_rpn_loc": 0.0014068175478314515, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49867293424904346, "total_loss": 0.04714154179922048}
{"data_time": 0.0032224729657173157, "eta_seconds": 7704.366375161335, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.13466183574879226, "fast_rcnn/fg_cls_accuracy": 0.8410326086956521, "iteration": 24899, "loss_box_reg": 0.0083868176152464, "loss_cls": 0.04106171210878529, "loss_rpn_cls": 0.000730580127765279, "loss_rpn_loc": 0.0013825343958160374, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5035996427759528, "total_loss": 0.05125577749538479}
{"data_time": 0.0030009569600224495, "eta_seconds": 7691.993580199778, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17861757105943155, "fast_rcnn/fg_cls_accuracy": 0.7808265582655827, "iteration": 24919, "loss_box_reg": 0.00824546834337525, "loss_cls": 0.0400705567735713, "loss_rpn_cls": 0.0008761575107172348, "loss_rpn_loc": 0.0016283389704767615, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5060847466811538, "total_loss": 0.050510800769757225}
{"data_time": 0.0031585143879055977, "eta_seconds": 7679.879116077907, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18294117647058822, "fast_rcnn/fg_cls_accuracy": 0.7841555977229602, "iteration": 24939, "loss_box_reg": 0.007848168257623911, "loss_cls": 0.03633388300659135, "loss_rpn_cls": 0.0006659113005298423, "loss_rpn_loc": 0.0013513624380721012, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5037165461108088, "total_loss": 0.047432452631198885}
{"data_time": 0.0031542573124170303, "eta_seconds": 7669.6807506093755, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1691326530612245, "fast_rcnn/fg_cls_accuracy": 0.81875, "iteration": 24959, "loss_box_reg": 0.008459517441224307, "loss_cls": 0.03897210650029592, "loss_rpn_cls": 0.0006753848776952509, "loss_rpn_loc": 0.0011444404462963575, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514936794526875, "total_loss": 0.04957006696474764}
{"data_time": 0.0032804347574710846, "eta_seconds": 7666.908936004154, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35924528301886793, "fast_rcnn/fg_cls_accuracy": 0.6347082053532251, "iteration": 24979, "loss_box_reg": 0.008296538231661543, "loss_cls": 0.03652640909422189, "loss_rpn_cls": 0.0006798170199999731, "loss_rpn_loc": 0.0012890970974694937, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5225281585007906, "total_loss": 0.04812437210659937}
{"data_time": 0.0029896339401602745, "eta_seconds": 7661.6081387856975, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 24999, "loss_box_reg": 0.008777333830948919, "loss_cls": 0.03950084184180014, "loss_rpn_cls": 0.0007953109973186656, "loss_rpn_loc": 0.0011983234999206616, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202661976218224, "total_loss": 0.050298051730962356}
{"data_time": 0.003188786096870899, "eta_seconds": 7651.393342253752, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17509578544061305, "fast_rcnn/fg_cls_accuracy": 0.8202020202020202, "iteration": 25019, "loss_box_reg": 0.008181735000107437, "loss_cls": 0.03864611979224719, "loss_rpn_cls": 0.0012630610498263195, "loss_rpn_loc": 0.0014889682843204355, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5120005449280143, "total_loss": 0.04980754519419861}
{"data_time": 0.0032115140929818153, "eta_seconds": 7645.323599838652, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.19871794871794873, "fast_rcnn/fg_cls_accuracy": 0.8012820512820513, "iteration": 25039, "loss_box_reg": 0.007895226211985573, "loss_cls": 0.03491245585610159, "loss_rpn_cls": 0.0008984537324181474, "loss_rpn_loc": 0.0015928182074276265, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188152724877, "total_loss": 0.04643447852362215}
{"data_time": 0.0031014513224363327, "eta_seconds": 7630.963749189861, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13957426221577163, "fast_rcnn/fg_cls_accuracy": 0.8604257377842284, "iteration": 25059, "loss_box_reg": 0.008315181825309992, "loss_cls": 0.039050654508173466, "loss_rpn_cls": 0.0005590079496755607, "loss_rpn_loc": 0.0012461838396120584, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5081484522670507, "total_loss": 0.04911654687577993}
{"data_time": 0.0031935283914208412, "eta_seconds": 7623.183189039119, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22684391080617494, "fast_rcnn/fg_cls_accuracy": 0.7731560891938251, "iteration": 25079, "loss_box_reg": 0.008395777636906132, "loss_cls": 0.0348742256173864, "loss_rpn_cls": 0.0005283725989784216, "loss_rpn_loc": 0.0013314698117028456, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5107599766924977, "total_loss": 0.045693841666036406}
{"data_time": 0.0031648967415094376, "eta_seconds": 7610.53415612597, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23980343980343982, "fast_rcnn/fg_cls_accuracy": 0.7601965601965602, "iteration": 25099, "loss_box_reg": 0.008159863238688558, "loss_cls": 0.03919607790885493, "loss_rpn_cls": 0.0009720756044302448, "loss_rpn_loc": 0.001612527445104206, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49591992143541574, "total_loss": 0.04959413660276368}
{"data_time": 0.0030941590666770935, "eta_seconds": 7602.747070309706, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18231389284020863, "fast_rcnn/fg_cls_accuracy": 0.8176861071597914, "iteration": 25119, "loss_box_reg": 0.007821655890438706, "loss_cls": 0.037479672697372735, "loss_rpn_cls": 0.00093766291411157, "loss_rpn_loc": 0.001480208655266324, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5062612853944302, "total_loss": 0.04681540762223335}
{"data_time": 0.003082302398979664, "eta_seconds": 7588.141678171232, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.29261363636363635, "fast_rcnn/fg_cls_accuracy": 0.7073863636363636, "iteration": 25139, "loss_box_reg": 0.008683630469022319, "loss_cls": 0.04100130603183061, "loss_rpn_cls": 0.0016698890808015676, "loss_rpn_loc": 0.0014530198386637494, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4961333107203245, "total_loss": 0.051830968096055585}
{"data_time": 0.003298576921224594, "eta_seconds": 7577.929523298517, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.08401880141010576, "fast_rcnn/fg_cls_accuracy": 0.9024676850763806, "iteration": 25159, "loss_box_reg": 0.007730922443442978, "loss_cls": 0.039558910531923175, "loss_rpn_cls": 0.00137228703584924, "loss_rpn_loc": 0.0013267033755255397, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513220532797277, "total_loss": 0.05070149072085428}
{"data_time": 0.003218911588191986, "eta_seconds": 7572.092892215587, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15090090090090091, "fast_rcnn/fg_cls_accuracy": 0.8490990990990992, "iteration": 25179, "loss_box_reg": 0.008192297216737643, "loss_cls": 0.03775770158972591, "loss_rpn_cls": 0.0010924515320311912, "loss_rpn_loc": 0.001325298821029719, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5001384289935231, "total_loss": 0.048626557622696964}
{"data_time": 0.003006095066666603, "eta_seconds": 7563.560898416676, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24730603448275862, "fast_rcnn/fg_cls_accuracy": 0.7269338303821062, "iteration": 25199, "loss_box_reg": 0.008049535535974428, "loss_cls": 0.03892434586305171, "loss_rpn_cls": 0.0009761761617141929, "loss_rpn_loc": 0.0014785940365982242, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5050420686602592, "total_loss": 0.0504133631508239}
{"data_time": 0.0032620588317513466, "eta_seconds": 7547.29305868037, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 25219, "loss_box_reg": 0.008325579721713439, "loss_cls": 0.04155857098521665, "loss_rpn_cls": 0.0009247258859090834, "loss_rpn_loc": 0.001393502059727325, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48671536426991224, "total_loss": 0.052372755572605456}
{"data_time": 0.003220668062567711, "eta_seconds": 7537.080903807655, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.1999484004127967, "fast_rcnn/fg_cls_accuracy": 0.7737358101135191, "iteration": 25239, "loss_box_reg": 0.008225854850024916, "loss_cls": 0.037129394826479256, "loss_rpn_cls": 0.0008978614158650089, "loss_rpn_loc": 0.0013796670964438817, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5058198040351272, "total_loss": 0.048332395428417385}
{"data_time": 0.0031597819179296494, "eta_seconds": 7528.815783870406, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2248283752860412, "fast_rcnn/fg_cls_accuracy": 0.7751716247139588, "iteration": 25259, "loss_box_reg": 0.008426109474385157, "loss_cls": 0.03574691363610327, "loss_rpn_cls": 0.0010550743347153002, "loss_rpn_loc": 0.0014672709330625366, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5259339306503534, "total_loss": 0.046313856606616355}
{"data_time": 0.0033476799726486206, "eta_seconds": 7521.002595392056, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1465149359886202, "fast_rcnn/fg_cls_accuracy": 0.8386824324324325, "iteration": 25279, "loss_box_reg": 0.008191083237761632, "loss_cls": 0.03846356100984849, "loss_rpn_cls": 0.0007051509002309331, "loss_rpn_loc": 0.0017791937625588616, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5179701382294297, "total_loss": 0.04946861203671915}
{"data_time": 0.0031339554116129875, "eta_seconds": 7514.480891881511, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19823529411764707, "fast_rcnn/fg_cls_accuracy": 0.8017647058823529, "iteration": 25299, "loss_box_reg": 0.008499376941472292, "loss_cls": 0.038236787950154394, "loss_rpn_cls": 0.0005422553055041135, "loss_rpn_loc": 0.0013135753124515759, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.507935369387269, "total_loss": 0.04892943316485798}
{"data_time": 0.003245443105697632, "eta_seconds": 7502.238872350194, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8111111111111111, "iteration": 25319, "loss_box_reg": 0.008326963288709521, "loss_cls": 0.03890671089175157, "loss_rpn_cls": 0.0011609414082158764, "loss_rpn_loc": 0.0017009584480547346, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5064798267558217, "total_loss": 0.04952757792977991}
{"data_time": 0.003226262517273426, "eta_seconds": 7496.19175268244, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22670807453416147, "fast_rcnn/fg_cls_accuracy": 0.7564935064935066, "iteration": 25339, "loss_box_reg": 0.00827389897312969, "loss_cls": 0.037245509040076286, "loss_rpn_cls": 0.0006724184208337647, "loss_rpn_loc": 0.0011782851070165634, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5137785160914063, "total_loss": 0.04673881177532735}
{"data_time": 0.003149670548737049, "eta_seconds": 7487.447068465874, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3024193548387097, "fast_rcnn/fg_cls_accuracy": 0.6518489378442172, "iteration": 25359, "loss_box_reg": 0.008190825203200802, "loss_cls": 0.03885849376092665, "loss_rpn_cls": 0.0005445022891876761, "loss_rpn_loc": 0.001737337439408293, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49979679845273495, "total_loss": 0.04928257305334682}
{"data_time": 0.003006688319146633, "eta_seconds": 7478.549205199815, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.24178743961352656, "fast_rcnn/fg_cls_accuracy": 0.7582125603864734, "iteration": 25379, "loss_box_reg": 0.008019359200261533, "loss_cls": 0.0369801297201775, "loss_rpn_cls": 0.0009431420175758376, "loss_rpn_loc": 0.0012436284268915188, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5195343503728509, "total_loss": 0.04711022827531508}
{"data_time": 0.0033135078847408295, "eta_seconds": 7472.0777220586315, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14459930313588848, "fast_rcnn/fg_cls_accuracy": 0.8554006968641115, "iteration": 25399, "loss_box_reg": 0.007782889239024371, "loss_cls": 0.038328415888827294, "loss_rpn_cls": 0.0008714804196188197, "loss_rpn_loc": 0.001322317595622735, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5143257714807987, "total_loss": 0.04987636688747443}
{"data_time": 0.003263547085225582, "eta_seconds": 7457.90025293082, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26126126126126126, "fast_rcnn/fg_cls_accuracy": 0.7387387387387387, "iteration": 25419, "loss_box_reg": 0.00834775873227045, "loss_cls": 0.039024885976687074, "loss_rpn_cls": 0.000621620508752585, "loss_rpn_loc": 0.0013517180159396958, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5011349208652973, "total_loss": 0.04955927182072628}
{"data_time": 0.003056359477341175, "eta_seconds": 7447.599280783907, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11398176291793313, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 25439, "loss_box_reg": 0.00846285700390581, "loss_cls": 0.04011671189800836, "loss_rpn_cls": 0.00116123051878958, "loss_rpn_loc": 0.001687659767412697, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5099133094772696, "total_loss": 0.05094938374918456}
{"data_time": 0.003055289387702942, "eta_seconds": 7434.835568907671, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13541666666666669, "fast_rcnn/fg_cls_accuracy": 0.8573158914728682, "iteration": 25459, "loss_box_reg": 0.008210648404201493, "loss_cls": 0.03974143075174652, "loss_rpn_cls": 0.0011671771994770097, "loss_rpn_loc": 0.0016548453240829986, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5031947530806065, "total_loss": 0.05155681457256378}
{"data_time": 0.003129621036350727, "eta_seconds": 7418.822001744993, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41399736726634484, "fast_rcnn/fg_cls_accuracy": 0.5860026327336552, "iteration": 25479, "loss_box_reg": 0.0076037097023800015, "loss_cls": 0.03976469952613115, "loss_rpn_cls": 0.0006753886601131853, "loss_rpn_loc": 0.001522170347016072, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4845809852704406, "total_loss": 0.050735890137730166}
{"data_time": 0.0032697543501853943, "eta_seconds": 7402.845269514248, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24937421777221527, "fast_rcnn/fg_cls_accuracy": 0.7506257822277848, "iteration": 25499, "loss_box_reg": 0.008406790992012247, "loss_cls": 0.0379890842596069, "loss_rpn_cls": 0.0007788750423287638, "loss_rpn_loc": 0.0013372773901210167, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4992521731182933, "total_loss": 0.04913557034802807}
{"data_time": 0.003230026923120022, "eta_seconds": 7390.442574268207, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.15663265306122448, "fast_rcnn/fg_cls_accuracy": 0.8433673469387755, "iteration": 25519, "loss_box_reg": 0.008048035844694823, "loss_cls": 0.037524523126194254, "loss_rpn_cls": 0.0006627257044442558, "loss_rpn_loc": 0.0012460886518965708, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5081544015556574, "total_loss": 0.0487194944716407}
{"data_time": 0.0032614171504974365, "eta_seconds": 7373.928152021952, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.16382575757575757, "fast_rcnn/fg_cls_accuracy": 0.8160676532769556, "iteration": 25539, "loss_box_reg": 0.008597811218351126, "loss_cls": 0.041282278107246384, "loss_rpn_cls": 0.0008832082357912441, "loss_rpn_loc": 0.0012931497803947423, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5056417984887958, "total_loss": 0.05208410605808922}
{"data_time": 0.003290437161922455, "eta_seconds": 7370.028396865353, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 25559, "loss_box_reg": 0.008829274855088443, "loss_cls": 0.03989170215209015, "loss_rpn_cls": 0.0010860898368605376, "loss_rpn_loc": 0.001405931890985812, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5216679917648435, "total_loss": 0.05020695757360727}
{"data_time": 0.003268750384449959, "eta_seconds": 7364.670776518062, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26790697674418606, "fast_rcnn/fg_cls_accuracy": 0.7320930232558139, "iteration": 25579, "loss_box_reg": 0.00849618305801414, "loss_cls": 0.03891197140910663, "loss_rpn_cls": 0.0008162649547784895, "loss_rpn_loc": 0.0014877848807373084, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5164444297552109, "total_loss": 0.05011939904170504}
{"data_time": 0.0030549950897693634, "eta_seconds": 7355.7209739675745, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08883647798742139, "fast_rcnn/fg_cls_accuracy": 0.9111635220125787, "iteration": 25599, "loss_box_reg": 0.007781935710227117, "loss_cls": 0.03560876921983436, "loss_rpn_cls": 0.0006329371986453225, "loss_rpn_loc": 0.0015980214120645542, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.512271523475647, "total_loss": 0.04525146132405666}
{"data_time": 0.0032204780727624893, "eta_seconds": 7346.859565684572, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16987179487179488, "fast_rcnn/fg_cls_accuracy": 0.8301282051282051, "iteration": 25619, "loss_box_reg": 0.008057357801590115, "loss_cls": 0.038833895698189735, "loss_rpn_cls": 0.0008400766176634988, "loss_rpn_loc": 0.001277828931051772, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5223088646307588, "total_loss": 0.04913179930157696}
{"data_time": 0.0031866002827882767, "eta_seconds": 7342.188450040296, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11124401913875598, "fast_rcnn/fg_cls_accuracy": 0.866642958748222, "iteration": 25639, "loss_box_reg": 0.00830941111780703, "loss_cls": 0.03745288701611571, "loss_rpn_cls": 0.0006793475392896653, "loss_rpn_loc": 0.0013942833847977454, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5130652338266373, "total_loss": 0.048486599043371825}
{"data_time": 0.0033854683861136436, "eta_seconds": 7330.709095313214, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.231604609929078, "fast_rcnn/fg_cls_accuracy": 0.7533490937746257, "iteration": 25659, "loss_box_reg": 0.008378887025173753, "loss_cls": 0.036469015933107585, "loss_rpn_cls": 0.0012489898138028366, "loss_rpn_loc": 0.001558771760755917, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5062298979610205, "total_loss": 0.04772599849275139}
{"data_time": 0.00308975949883461, "eta_seconds": 7317.344666247256, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1464346349745331, "fast_rcnn/fg_cls_accuracy": 0.8535653650254669, "iteration": 25679, "loss_box_reg": 0.008272080711321905, "loss_cls": 0.035544559359550476, "loss_rpn_cls": 0.000816542393238251, "loss_rpn_loc": 0.0014971465170674492, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5244373716413975, "total_loss": 0.04686645049321214}
{"data_time": 0.0031996481120586395, "eta_seconds": 7307.1256247470155, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16398467432950192, "fast_rcnn/fg_cls_accuracy": 0.8194534808067664, "iteration": 25699, "loss_box_reg": 0.008361415850231424, "loss_cls": 0.039905576210003346, "loss_rpn_cls": 0.0008965638219819994, "loss_rpn_loc": 0.0014083326277614105, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5095658050850034, "total_loss": 0.05082288556565118}
{"data_time": 0.003302282653748989, "eta_seconds": 7281.716843532398, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14459930313588848, "fast_rcnn/fg_cls_accuracy": 0.8554006968641115, "iteration": 25719, "loss_box_reg": 0.007878638512920588, "loss_cls": 0.040325735782971606, "loss_rpn_cls": 0.0008883788818820904, "loss_rpn_loc": 0.001307740414631553, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5003263531252742, "total_loss": 0.05127784080116271}
{"data_time": 0.0032050367444753647, "eta_seconds": 7271.519074687734, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14188034188034188, "fast_rcnn/fg_cls_accuracy": 0.8581196581196582, "iteration": 25739, "loss_box_reg": 0.00770330207888037, "loss_cls": 0.037684078444726765, "loss_rpn_cls": 0.0008703145452955141, "loss_rpn_loc": 0.001389745419146493, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5148790664970875, "total_loss": 0.04879847606196108}
{"data_time": 0.003613969311118126, "eta_seconds": 7261.32130584307, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09610983981693363, "fast_rcnn/fg_cls_accuracy": 0.9038901601830663, "iteration": 25759, "loss_box_reg": 0.00835341852507554, "loss_cls": 0.03995600901544094, "loss_rpn_cls": 0.0008037811860504007, "loss_rpn_loc": 0.0014014495427545626, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5065115503966808, "total_loss": 0.051589717726756135}
{"data_time": 0.0033780718222260475, "eta_seconds": 7251.123536998406, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 25779, "loss_box_reg": 0.007983126677572727, "loss_cls": 0.03706033559865318, "loss_rpn_cls": 0.0009238751067925932, "loss_rpn_loc": 0.0012705295739579014, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5095785912126303, "total_loss": 0.049239787939939106}
{"data_time": 0.003251238726079464, "eta_seconds": 7239.727135111578, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1475452196382429, "fast_rcnn/fg_cls_accuracy": 0.8522222222222222, "iteration": 25799, "loss_box_reg": 0.008098127640550956, "loss_cls": 0.03879301005508751, "loss_rpn_cls": 0.0008698806518623314, "loss_rpn_loc": 0.0013138870017428417, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49595824908465147, "total_loss": 0.04925737200287017}
{"data_time": 0.0032986877486109734, "eta_seconds": 7225.285623544827, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14864864864864866, "fast_rcnn/fg_cls_accuracy": 0.8513513513513513, "iteration": 25819, "loss_box_reg": 0.008169161126716062, "loss_cls": 0.03755716065643355, "loss_rpn_cls": 0.0005015624670505758, "loss_rpn_loc": 0.00152048455493059, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5015733605250716, "total_loss": 0.047295549449472674}
{"data_time": 0.003379121422767639, "eta_seconds": 7212.133600228466, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7285714285714286, "iteration": 25839, "loss_box_reg": 0.008153259113896638, "loss_cls": 0.036035108438227326, "loss_rpn_cls": 0.0006167563367966977, "loss_rpn_loc": 0.0016773936949903145, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5110361995175481, "total_loss": 0.04767373992052626}
{"data_time": 0.003289889544248581, "eta_seconds": 7194.375589623116, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22817715019255455, "fast_rcnn/fg_cls_accuracy": 0.77046783625731, "iteration": 25859, "loss_box_reg": 0.008728880202397704, "loss_cls": 0.03919824870536104, "loss_rpn_cls": 0.0008295845472048313, "loss_rpn_loc": 0.0016245892657025252, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5030195722356439, "total_loss": 0.04992317487329956}
{"data_time": 0.003535711206495762, "eta_seconds": 7186.955080093816, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10401785714285713, "fast_rcnn/fg_cls_accuracy": 0.8959821428571428, "iteration": 25879, "loss_box_reg": 0.008199359144782647, "loss_cls": 0.03936055189114995, "loss_rpn_cls": 0.0008993463274862279, "loss_rpn_loc": 0.0014193495553627145, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5113400220870972, "total_loss": 0.049170323179140496}
{"data_time": 0.003165905363857746, "eta_seconds": 7177.479411428794, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21778656126482213, "fast_rcnn/fg_cls_accuracy": 0.7822134387351779, "iteration": 25899, "loss_box_reg": 0.007872815360315144, "loss_cls": 0.03886893708840944, "loss_rpn_cls": 0.001107780393340363, "loss_rpn_loc": 0.0017552818171679974, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5039292480796576, "total_loss": 0.049389416002100006}
{"data_time": 0.003099720925092697, "eta_seconds": 7166.596875773743, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 25919, "loss_box_reg": 0.008414289593929425, "loss_cls": 0.0394361260405276, "loss_rpn_cls": 0.0011319912962477474, "loss_rpn_loc": 0.0014460212278208928, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5017744079232216, "total_loss": 0.0507836171203877}
{"data_time": 0.003261982463300228, "eta_seconds": 7163.882568181492, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20021337126600286, "fast_rcnn/fg_cls_accuracy": 0.7997866287339972, "iteration": 25939, "loss_box_reg": 0.008275400527054444, "loss_cls": 0.03643580328207463, "loss_rpn_cls": 0.001077308476737926, "loss_rpn_loc": 0.0012461039586924016, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224608713760972, "total_loss": 0.048627855050682456}
{"data_time": 0.0033980729058384895, "eta_seconds": 7153.692848292179, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20330330330330332, "fast_rcnn/fg_cls_accuracy": 0.7414141414141414, "iteration": 25959, "loss_box_reg": 0.008160578494425863, "loss_cls": 0.03853504642029293, "loss_rpn_cls": 0.0006760020311276094, "loss_rpn_loc": 0.0012888187065982493, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120269041508436, "total_loss": 0.04812100634427452}
{"data_time": 0.0031180717051029205, "eta_seconds": 7138.502956892364, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3150375939849624, "fast_rcnn/fg_cls_accuracy": 0.6849624060150377, "iteration": 25979, "loss_box_reg": 0.007906672020908445, "loss_cls": 0.036866663402179256, "loss_rpn_cls": 0.0007638428216978355, "loss_rpn_loc": 0.001333584681560751, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5093596782535315, "total_loss": 0.04710533391244098}
{"data_time": 0.003245406784117222, "eta_seconds": 7124.37399370037, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19147005444646098, "fast_rcnn/fg_cls_accuracy": 0.8085299455535391, "iteration": 25999, "loss_box_reg": 0.0075618839473463595, "loss_cls": 0.03586706065107137, "loss_rpn_cls": 0.00048320972220494696, "loss_rpn_loc": 0.001303053197261761, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4883957291021943, "total_loss": 0.04586072969175348}
{"data_time": 0.003185461275279522, "eta_seconds": 7112.973984762095, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16094080338266387, "fast_rcnn/fg_cls_accuracy": 0.8390591966173362, "iteration": 26019, "loss_box_reg": 0.008744965714868158, "loss_cls": 0.036985430255299434, "loss_rpn_cls": 0.0007554270097784865, "loss_rpn_loc": 0.0011609080984271714, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5101872086524963, "total_loss": 0.04855357912032332}
{"data_time": 0.0032543176785111427, "eta_seconds": 7104.020093282685, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12310606060606061, "fast_rcnn/fg_cls_accuracy": 0.8433014354066986, "iteration": 26039, "loss_box_reg": 0.009023581224028021, "loss_cls": 0.0403353059082292, "loss_rpn_cls": 0.001058633653542529, "loss_rpn_loc": 0.0015857560174481478, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513394727371633, "total_loss": 0.052460986699543355}
{"data_time": 0.0033937161788344383, "eta_seconds": 7094.356266665272, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19306418219461696, "fast_rcnn/fg_cls_accuracy": 0.7743271221532091, "iteration": 26059, "loss_box_reg": 0.008012901671463624, "loss_cls": 0.038141652272315696, "loss_rpn_cls": 0.0009219753289926302, "loss_rpn_loc": 0.0016198168068513041, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5070562828332186, "total_loss": 0.05005438267158979}
{"data_time": 0.0032092928886413574, "eta_seconds": 7083.666192864999, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20064629847238544, "fast_rcnn/fg_cls_accuracy": 0.7993537015276146, "iteration": 26079, "loss_box_reg": 0.008566899050492793, "loss_cls": 0.04011699132388458, "loss_rpn_cls": 0.0006369351487478525, "loss_rpn_loc": 0.0013960980850242777, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5095409285277128, "total_loss": 0.05277314228499108}
{"data_time": 0.003094819374382496, "eta_seconds": 7074.984956333414, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1810810810810811, "fast_rcnn/fg_cls_accuracy": 0.818918918918919, "iteration": 26099, "loss_box_reg": 0.008278888621134683, "loss_cls": 0.03619499469641596, "loss_rpn_cls": 0.0008273962031353221, "loss_rpn_loc": 0.001656766848100233, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5127590307965875, "total_loss": 0.04924310760111439}
{"data_time": 0.0032422589138150215, "eta_seconds": 7070.672503924929, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1524767801857585, "fast_rcnn/fg_cls_accuracy": 0.8475232198142415, "iteration": 26119, "loss_box_reg": 0.007706117219640873, "loss_cls": 0.0378562523110304, "loss_rpn_cls": 0.0007645419450454938, "loss_rpn_loc": 0.0013229113319539465, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5239465106278658, "total_loss": 0.048356156167585596}
{"data_time": 0.003237892873585224, "eta_seconds": 7064.595968938433, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20483682983682983, "fast_rcnn/fg_cls_accuracy": 0.7951631701631701, "iteration": 26139, "loss_box_reg": 0.008145005267579108, "loss_cls": 0.03905966735328548, "loss_rpn_cls": 0.0012449524506905618, "loss_rpn_loc": 0.0015248400122800376, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5202737404033542, "total_loss": 0.05094629416706198}
{"data_time": 0.0032960930839180946, "eta_seconds": 7056.050189281814, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 26159, "loss_box_reg": 0.008261323935585096, "loss_cls": 0.03965920934570022, "loss_rpn_cls": 0.0009461415091891467, "loss_rpn_loc": 0.0013958466734038666, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5156987858936191, "total_loss": 0.05050022139232624}
{"data_time": 0.0031411517411470413, "eta_seconds": 7045.85432165768, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15047169811320754, "fast_rcnn/fg_cls_accuracy": 0.8455809334657398, "iteration": 26179, "loss_box_reg": 0.007512544805649668, "loss_cls": 0.03521532614831813, "loss_rpn_cls": 0.0011587525606984173, "loss_rpn_loc": 0.0013969920728413854, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5027640284970403, "total_loss": 0.04654956544820266}
{"data_time": 0.003160621039569378, "eta_seconds": 7038.498943177983, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2373358348968105, "fast_rcnn/fg_cls_accuracy": 0.7571644042232277, "iteration": 26199, "loss_box_reg": 0.008399778278544545, "loss_cls": 0.04004039478604682, "loss_rpn_cls": 0.0007734662955272142, "loss_rpn_loc": 0.0012025485702906735, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5114094875752926, "total_loss": 0.050279479632706625}
{"data_time": 0.0031046755611896515, "eta_seconds": 7039.520365877077, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1513911620294599, "fast_rcnn/fg_cls_accuracy": 0.835576923076923, "iteration": 26219, "loss_box_reg": 0.008007409138372168, "loss_cls": 0.03641435093595646, "loss_rpn_cls": 0.0005228695904975211, "loss_rpn_loc": 0.0014967951228754828, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5340732922777534, "total_loss": 0.049150460894964}
{"data_time": 0.0031705908477306366, "eta_seconds": 7029.3040965702385, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10197197716658019, "fast_rcnn/fg_cls_accuracy": 0.8980280228334199, "iteration": 26239, "loss_box_reg": 0.008527454716386274, "loss_cls": 0.038989581749774516, "loss_rpn_cls": 0.0008694868532188593, "loss_rpn_loc": 0.001365730104225804, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5047739958390594, "total_loss": 0.051482356419768394}
{"data_time": 0.00326540507376194, "eta_seconds": 7007.898991247639, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7823529411764706, "iteration": 26259, "loss_box_reg": 0.008223222102969885, "loss_cls": 0.04110166896134615, "loss_rpn_cls": 0.0010296814679691124, "loss_rpn_loc": 0.0011532022508617956, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4707893282175064, "total_loss": 0.05128969842172637}
{"data_time": 0.003312118351459503, "eta_seconds": 6992.91892588418, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15585691823899372, "fast_rcnn/fg_cls_accuracy": 0.8024764150943396, "iteration": 26279, "loss_box_reg": 0.008089325681794435, "loss_cls": 0.03986414155224338, "loss_rpn_cls": 0.0015389644585184215, "loss_rpn_loc": 0.001638663325138623, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.499629246070981, "total_loss": 0.05252232849943539}
{"data_time": 0.0031830240041017532, "eta_seconds": 6977.857669425197, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29432624113475175, "fast_rcnn/fg_cls_accuracy": 0.7056737588652482, "iteration": 26299, "loss_box_reg": 0.0081008723936975, "loss_cls": 0.036354764248244464, "loss_rpn_cls": 0.0008074979374441682, "loss_rpn_loc": 0.0013264259541756473, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4975168025121093, "total_loss": 0.04852068898856032}
{"data_time": 0.0030800998210906982, "eta_seconds": 6964.437603699975, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30230414746543777, "fast_rcnn/fg_cls_accuracy": 0.6976958525345622, "iteration": 26319, "loss_box_reg": 0.008062944369157776, "loss_cls": 0.038791004568338394, "loss_rpn_cls": 0.0009254741618178741, "loss_rpn_loc": 0.0013802388384647202, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4957750579342246, "total_loss": 0.04900016988815992}
{"data_time": 0.0032804133370518684, "eta_seconds": 6956.525888823904, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23892057920140414, "fast_rcnn/fg_cls_accuracy": 0.7523584905660378, "iteration": 26339, "loss_box_reg": 0.008519817056367174, "loss_cls": 0.03877070025191642, "loss_rpn_cls": 0.0007603724082514418, "loss_rpn_loc": 0.0017091533736675046, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5163168953731656, "total_loss": 0.04966247404024671}
{"data_time": 0.0032044565305113792, "eta_seconds": 6948.421844682656, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2041343669250646, "fast_rcnn/fg_cls_accuracy": 0.7958656330749354, "iteration": 26359, "loss_box_reg": 0.008133201365126297, "loss_cls": 0.03784762846771628, "loss_rpn_cls": 0.0006519612883266745, "loss_rpn_loc": 0.0014308306854218245, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5143847968429327, "total_loss": 0.04788425541866559}
{"data_time": 0.0031928466632962227, "eta_seconds": 6933.894057451747, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11444256756756757, "fast_rcnn/fg_cls_accuracy": 0.8415233415233416, "iteration": 26379, "loss_box_reg": 0.007729753109742887, "loss_cls": 0.039279898279346526, "loss_rpn_cls": 0.0010758637697563245, "loss_rpn_loc": 0.0014314121108327527, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5006029428914189, "total_loss": 0.05057341394339687}
{"data_time": 0.0032009221613407135, "eta_seconds": 6921.335598803125, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20797038327526132, "fast_rcnn/fg_cls_accuracy": 0.7748592870544091, "iteration": 26399, "loss_box_reg": 0.007890287903137505, "loss_cls": 0.03915723619866185, "loss_rpn_cls": 0.0017760253633127832, "loss_rpn_loc": 0.0012668549607042223, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48479996994137764, "total_loss": 0.049627446600425174}
{"data_time": 0.003121728077530861, "eta_seconds": 6913.531693286262, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.405564263322884, "fast_rcnn/fg_cls_accuracy": 0.594435736677116, "iteration": 26419, "loss_box_reg": 0.008401464816415682, "loss_cls": 0.040216605993919075, "loss_rpn_cls": 0.0007808547419472234, "loss_rpn_loc": 0.0014680708773084916, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5087958108633757, "total_loss": 0.05167519032193013}
{"data_time": 0.0030059628188610077, "eta_seconds": 6906.842411621474, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1611111111111111, "fast_rcnn/fg_cls_accuracy": 0.8101673101673101, "iteration": 26439, "loss_box_reg": 0.008152897411491722, "loss_cls": 0.032958532334305346, "loss_rpn_cls": 0.0007397143805576434, "loss_rpn_loc": 0.001602524243935477, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207072095945477, "total_loss": 0.04483516087816497}
{"data_time": 0.003237057477235794, "eta_seconds": 6897.322282979265, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 26459, "loss_box_reg": 0.008122204395476729, "loss_cls": 0.038307786628138274, "loss_rpn_cls": 0.0009510870472126953, "loss_rpn_loc": 0.0013257792070362484, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4998408704996109, "total_loss": 0.04981740338041618}
{"data_time": 0.0030751125887036324, "eta_seconds": 6885.072808340192, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1902454780361757, "fast_rcnn/fg_cls_accuracy": 0.8097545219638242, "iteration": 26479, "loss_box_reg": 0.007838584220735356, "loss_cls": 0.04135964723536745, "loss_rpn_cls": 0.0010782833045936968, "loss_rpn_loc": 0.001532222409878159, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.500742039643228, "total_loss": 0.052082641647757555}
{"data_time": 0.0032175229862332344, "eta_seconds": 6874.888542667031, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21721813725490197, "fast_rcnn/fg_cls_accuracy": 0.782781862745098, "iteration": 26499, "loss_box_reg": 0.00782783271279186, "loss_cls": 0.0397972927603405, "loss_rpn_cls": 0.0009480303838138582, "loss_rpn_loc": 0.0014467054734268459, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4914315724745393, "total_loss": 0.04991852149092324}
{"data_time": 0.0032142680138349533, "eta_seconds": 6861.223810972646, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.7615864527629234, "iteration": 26519, "loss_box_reg": 0.008013795770239085, "loss_cls": 0.03744320449186489, "loss_rpn_cls": 0.0013215717804087035, "loss_rpn_loc": 0.0014084036829444813, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5007666125893593, "total_loss": 0.048393393391052086}
{"data_time": 0.0032116295769810677, "eta_seconds": 6851.890210219659, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1383881230116649, "fast_rcnn/fg_cls_accuracy": 0.8616118769883351, "iteration": 26539, "loss_box_reg": 0.008211495776777156, "loss_cls": 0.038620467705186456, "loss_rpn_cls": 0.0009533311001632683, "loss_rpn_loc": 0.0017453108121117111, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5092787276953459, "total_loss": 0.050419981071172515}
{"data_time": 0.0031771203503012657, "eta_seconds": 6839.007648864761, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3749034749034749, "fast_rcnn/fg_cls_accuracy": 0.625096525096525, "iteration": 26559, "loss_box_reg": 0.00831964347162284, "loss_cls": 0.03728103527100757, "loss_rpn_cls": 0.0007694380042266857, "loss_rpn_loc": 0.0014233070069167297, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49955105781555176, "total_loss": 0.04678779019639023}
{"data_time": 0.002923465333878994, "eta_seconds": 6828.831311317161, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.345, "fast_rcnn/fg_cls_accuracy": 0.655, "iteration": 26579, "loss_box_reg": 0.007479255786165595, "loss_cls": 0.03785475084441714, "loss_rpn_cls": 0.0009068313145235152, "loss_rpn_loc": 0.0013305067350302124, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5150388898327947, "total_loss": 0.048194839019743085}
{"data_time": 0.003224514424800873, "eta_seconds": 6821.349135068245, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.16176470588235292, "fast_rcnn/fg_cls_accuracy": 0.8214285714285714, "iteration": 26599, "loss_box_reg": 0.00856252750963904, "loss_cls": 0.04392136217211373, "loss_rpn_cls": 0.0010118770365465934, "loss_rpn_loc": 0.0016413418743468355, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5198076432570815, "total_loss": 0.054857871813283055}
{"data_time": 0.00315939262509346, "eta_seconds": 6813.782948628068, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2586726998491704, "fast_rcnn/fg_cls_accuracy": 0.7413273001508296, "iteration": 26619, "loss_box_reg": 0.00800179986981675, "loss_cls": 0.03575888666091487, "loss_rpn_cls": 0.0015860549945472258, "loss_rpn_loc": 0.0015501693542319117, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5230103051289916, "total_loss": 0.04665200400648928}
{"data_time": 0.003261374309659004, "eta_seconds": 6798.30229867436, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 26639, "loss_box_reg": 0.007741741923382506, "loss_cls": 0.03860107297077775, "loss_rpn_cls": 0.0010609485563861654, "loss_rpn_loc": 0.0014309525140561163, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4884504768997431, "total_loss": 0.04935456141629402}
{"data_time": 0.003128829412162304, "eta_seconds": 6788.534636808559, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17584541062801934, "fast_rcnn/fg_cls_accuracy": 0.8138888888888889, "iteration": 26659, "loss_box_reg": 0.00823289217078127, "loss_cls": 0.03700843302067369, "loss_rpn_cls": 0.0009013539868192311, "loss_rpn_loc": 0.0014429870097956154, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5067432560026646, "total_loss": 0.048269733876509235}
{"data_time": 0.003133579157292843, "eta_seconds": 6759.778934074566, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22952127659574467, "fast_rcnn/fg_cls_accuracy": 0.7704787234042554, "iteration": 26679, "loss_box_reg": 0.007876979536376894, "loss_cls": 0.03745943808462471, "loss_rpn_cls": 0.0007715400614642931, "loss_rpn_loc": 0.001619070546439616, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49890544079244137, "total_loss": 0.047780132379728}
{"data_time": 0.003101577050983906, "eta_seconds": 6764.1709699854255, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17638888888888887, "fast_rcnn/fg_cls_accuracy": 0.8209471766848816, "iteration": 26699, "loss_box_reg": 0.007618272808031179, "loss_cls": 0.03774902308941819, "loss_rpn_cls": 0.000727880246287782, "loss_rpn_loc": 0.0013121716710884357, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5268095415085554, "total_loss": 0.04837052886290394}
{"data_time": 0.003130776807665825, "eta_seconds": 6757.900320374407, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.20333020637898686, "fast_rcnn/fg_cls_accuracy": 0.7966697936210132, "iteration": 26719, "loss_box_reg": 0.008154977345839143, "loss_cls": 0.03709767875261605, "loss_rpn_cls": 0.0011683302295750764, "loss_rpn_loc": 0.0014008912148710806, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5162233179435134, "total_loss": 0.048672647562057136}
{"data_time": 0.0032281288877129555, "eta_seconds": 6743.829128108919, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19663541092112521, "fast_rcnn/fg_cls_accuracy": 0.8033645890788748, "iteration": 26739, "loss_box_reg": 0.007742815738311037, "loss_cls": 0.03703922193381004, "loss_rpn_cls": 0.0011675439982354874, "loss_rpn_loc": 0.0014769943954888731, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5001487489789724, "total_loss": 0.04787675504667277}
{"data_time": 0.0032529477030038834, "eta_seconds": 6731.108701801859, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18974358974358974, "fast_rcnn/fg_cls_accuracy": 0.8102564102564103, "iteration": 26759, "loss_box_reg": 0.0075086866854690015, "loss_cls": 0.03821124485693872, "loss_rpn_cls": 0.001210066077362626, "loss_rpn_loc": 0.001517275230071391, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4962348621338606, "total_loss": 0.04810535025376339}
{"data_time": 0.003361680544912815, "eta_seconds": 6710.455054909922, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14097560975609758, "fast_rcnn/fg_cls_accuracy": 0.8590243902439024, "iteration": 26779, "loss_box_reg": 0.007474223821191117, "loss_cls": 0.036569626041455194, "loss_rpn_cls": 0.000969726325990905, "loss_rpn_loc": 0.0014610165417252574, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4924162933602929, "total_loss": 0.04680979909164762}
{"data_time": 0.0032890206202864647, "eta_seconds": 6700.303848412819, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20021337126600286, "fast_rcnn/fg_cls_accuracy": 0.7668918918918919, "iteration": 26799, "loss_box_reg": 0.008333972509717569, "loss_cls": 0.03682010024203919, "loss_rpn_cls": 0.0008105041995989382, "loss_rpn_loc": 0.0012374869547784328, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5073755076155066, "total_loss": 0.04847614817100521}
{"data_time": 0.0031448835507035255, "eta_seconds": 6693.383855938911, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17747111681643132, "fast_rcnn/fg_cls_accuracy": 0.8225288831835686, "iteration": 26819, "loss_box_reg": 0.008064825495239347, "loss_cls": 0.03695756834349595, "loss_rpn_cls": 0.0005976528973761219, "loss_rpn_loc": 0.0015162560139287962, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5076515236869454, "total_loss": 0.04688313718730974}
{"data_time": 0.0033099465072155, "eta_seconds": 6683.227746605873, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.78125, "iteration": 26839, "loss_box_reg": 0.007854908501030877, "loss_cls": 0.038927410409087315, "loss_rpn_cls": 0.0009177079880657857, "loss_rpn_loc": 0.0012427215624484234, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5161495124921203, "total_loss": 0.05057395398131348}
{"data_time": 0.0030750352889299393, "eta_seconds": 6686.517170269974, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18144499178981938, "fast_rcnn/fg_cls_accuracy": 0.8185550082101807, "iteration": 26859, "loss_box_reg": 0.008035182079765946, "loss_cls": 0.03672445355914533, "loss_rpn_cls": 0.0006671883996034467, "loss_rpn_loc": 0.0011340288729115855, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5111819310113788, "total_loss": 0.046974602144210564}
{"data_time": 0.003381280228495598, "eta_seconds": 6676.968907201663, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2281323877068558, "fast_rcnn/fg_cls_accuracy": 0.7483633387888706, "iteration": 26879, "loss_box_reg": 0.007882601901656017, "loss_cls": 0.038372127688489854, "loss_rpn_cls": 0.0006681951334712721, "loss_rpn_loc": 0.0014169139376463136, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5147155122831464, "total_loss": 0.049406799609982954}
{"data_time": 0.0031967731192708015, "eta_seconds": 6671.20322920382, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19065656565656564, "fast_rcnn/fg_cls_accuracy": 0.7565656565656566, "iteration": 26899, "loss_box_reg": 0.007962743460666388, "loss_cls": 0.038492941355798393, "loss_rpn_cls": 0.0008800896595744234, "loss_rpn_loc": 0.0012999449354538228, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5220835879445076, "total_loss": 0.05005358304373431}
{"data_time": 0.0031391242519021034, "eta_seconds": 6661.01896353066, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7333333333333334, "iteration": 26919, "loss_box_reg": 0.007656488654902205, "loss_cls": 0.03905971220228821, "loss_rpn_cls": 0.0008738796767033818, "loss_rpn_loc": 0.001490859491241281, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5082458285614848, "total_loss": 0.050122165037976174}
{"data_time": 0.0032526012510061264, "eta_seconds": 6650.834697857499, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18181818181818182, "fast_rcnn/fg_cls_accuracy": 0.7775000000000001, "iteration": 26939, "loss_box_reg": 0.008025249451748095, "loss_cls": 0.03784702348639257, "loss_rpn_cls": 0.0007872435699596281, "loss_rpn_loc": 0.0012465499039535644, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5144510110840201, "total_loss": 0.04881168528812907}
{"data_time": 0.0031818514689803123, "eta_seconds": 6643.4541197530925, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24467673248161054, "fast_rcnn/fg_cls_accuracy": 0.7553232675183894, "iteration": 26959, "loss_box_reg": 0.008108613663353026, "loss_cls": 0.040157599083613604, "loss_rpn_cls": 0.000834210716391226, "loss_rpn_loc": 0.001381671172566712, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367035353556275, "total_loss": 0.050241824651152456}
{"data_time": 0.0033924877643585205, "eta_seconds": 6636.500231775455, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12195767195767196, "fast_rcnn/fg_cls_accuracy": 0.878042328042328, "iteration": 26979, "loss_box_reg": 0.008094094795524143, "loss_cls": 0.04064534982899204, "loss_rpn_cls": 0.0010250506136344484, "loss_rpn_loc": 0.00172117385227466, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5191682120785117, "total_loss": 0.052700234341717334}
{"data_time": 0.003112862817943096, "eta_seconds": 6626.306697896682, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19, "fast_rcnn/fg_cls_accuracy": 0.7469387755102042, "iteration": 26999, "loss_box_reg": 0.007994731073267758, "loss_cls": 0.03798968764021993, "loss_rpn_cls": 0.0008795058132307076, "loss_rpn_loc": 0.0011009900863427902, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5048331329599023, "total_loss": 0.047303043406344614}
{"data_time": 0.0031409328803420067, "eta_seconds": 6612.888423319906, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2264227642276423, "fast_rcnn/fg_cls_accuracy": 0.7735772357723578, "iteration": 27019, "loss_box_reg": 0.00757397068082355, "loss_cls": 0.03995861069415696, "loss_rpn_cls": 0.0007501782316126082, "loss_rpn_loc": 0.001378645147269708, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4941839771345258, "total_loss": 0.048954398498551654}
{"data_time": 0.0032154973596334457, "eta_seconds": 6594.928014905192, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1326145552560647, "fast_rcnn/fg_cls_accuracy": 0.8283744557329463, "iteration": 27039, "loss_box_reg": 0.007985248681507073, "loss_cls": 0.03611304808873683, "loss_rpn_cls": 0.0009541883360384418, "loss_rpn_loc": 0.001335838285740465, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49816553201526403, "total_loss": 0.048524144012901615}
{"data_time": 0.0029747579246759415, "eta_seconds": 6586.041924214922, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11309523809523808, "fast_rcnn/fg_cls_accuracy": 0.8869047619047619, "iteration": 27059, "loss_box_reg": 0.007676254666876048, "loss_cls": 0.03624732015305199, "loss_rpn_cls": 0.0010031675066102252, "loss_rpn_loc": 0.0014705825287819607, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203526588156819, "total_loss": 0.04688492245051634}
{"data_time": 0.0032240692526102066, "eta_seconds": 6582.3227268867195, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.17698658410732715, "fast_rcnn/fg_cls_accuracy": 0.8230134158926729, "iteration": 27079, "loss_box_reg": 0.008383624866837636, "loss_cls": 0.038880272855749354, "loss_rpn_cls": 0.0009856580432767714, "loss_rpn_loc": 0.0014710531813761918, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5184154780581594, "total_loss": 0.05020709397439305}
{"data_time": 0.002990719862282276, "eta_seconds": 6567.429210482165, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11363636363636363, "fast_rcnn/fg_cls_accuracy": 0.8850422832980973, "iteration": 27099, "loss_box_reg": 0.008032846788410097, "loss_cls": 0.03704491851385683, "loss_rpn_cls": 0.0007153075990231628, "loss_rpn_loc": 0.0013641790301335277, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.50356459710747, "total_loss": 0.047097212412779754}
{"data_time": 0.0031306250020861626, "eta_seconds": 6553.223613977432, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1619887730553328, "fast_rcnn/fg_cls_accuracy": 0.8380112269446671, "iteration": 27119, "loss_box_reg": 0.00790519017027691, "loss_cls": 0.037875847483519465, "loss_rpn_cls": 0.0009331943748520644, "loss_rpn_loc": 0.0012301152910367819, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5124663878232241, "total_loss": 0.04942893783400493}
{"data_time": 0.0032360749319195747, "eta_seconds": 6545.327655307017, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10874704491725767, "fast_rcnn/fg_cls_accuracy": 0.8856209150326797, "iteration": 27139, "loss_box_reg": 0.008668977243360132, "loss_cls": 0.03669237607391551, "loss_rpn_cls": 0.0006508059445877734, "loss_rpn_loc": 0.0015377273593912832, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5276406388729811, "total_loss": 0.04774445444854791}
{"data_time": 0.0033218609169125557, "eta_seconds": 6536.885395845398, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7947368421052632, "iteration": 27159, "loss_box_reg": 0.007768355862936005, "loss_cls": 0.038875954458490014, "loss_rpn_cls": 0.0007383089510994978, "loss_rpn_loc": 0.0014379735912370961, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5293389745056629, "total_loss": 0.049425544770315355}
{"data_time": 0.00333994347602129, "eta_seconds": 6531.379899498075, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1381475667189953, "fast_rcnn/fg_cls_accuracy": 0.8430769230769231, "iteration": 27179, "loss_box_reg": 0.007442461443133652, "loss_cls": 0.03631751233479008, "loss_rpn_cls": 0.00042870030704023065, "loss_rpn_loc": 0.0013953982379462104, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5116106225177646, "total_loss": 0.04715538193997304}
{"data_time": 0.0032964814454317093, "eta_seconds": 6514.791953626089, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22282608695652173, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 27199, "loss_box_reg": 0.007880059420131147, "loss_cls": 0.03649725078139454, "loss_rpn_cls": 0.0005800575592616042, "loss_rpn_loc": 0.0016539216103410581, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4933497365564108, "total_loss": 0.04624877242014236}
{"data_time": 0.003174619749188423, "eta_seconds": 6495.874710608274, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27629870129870127, "fast_rcnn/fg_cls_accuracy": 0.7206937799043063, "iteration": 27219, "loss_box_reg": 0.00798393102013506, "loss_cls": 0.03757945413235575, "loss_rpn_cls": 0.0007281377779690956, "loss_rpn_loc": 0.0014471001268248074, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5073563205078244, "total_loss": 0.04858884159136778}
{"data_time": 0.003241460770368576, "eta_seconds": 6492.464969269, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27167792792792794, "fast_rcnn/fg_cls_accuracy": 0.7283220720720721, "iteration": 27239, "loss_box_reg": 0.00821086292853579, "loss_cls": 0.03874458375503309, "loss_rpn_cls": 0.0011662784622785694, "loss_rpn_loc": 0.001444649609766202, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5168272610753775, "total_loss": 0.05219918026364212}
{"data_time": 0.003191872499883175, "eta_seconds": 6485.9790381174535, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11507936507936507, "fast_rcnn/fg_cls_accuracy": 0.8849206349206349, "iteration": 27259, "loss_box_reg": 0.007716859603533521, "loss_cls": 0.037467787420609966, "loss_rpn_cls": 0.0005666745182111299, "loss_rpn_loc": 0.0012280672854103614, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.499899641610682, "total_loss": 0.049032493351091944}
{"data_time": 0.0029935790225863457, "eta_seconds": 6474.077684718184, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2067147613762486, "fast_rcnn/fg_cls_accuracy": 0.7536630036630036, "iteration": 27279, "loss_box_reg": 0.007414690000587143, "loss_cls": 0.03624364026472904, "loss_rpn_cls": 0.0006235518274024798, "loss_rpn_loc": 0.0016037080586102093, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5019884528592229, "total_loss": 0.04708379795823703}
{"data_time": 0.0030624717473983765, "eta_seconds": 6472.285141536035, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 27299, "loss_box_reg": 0.008100046456092969, "loss_cls": 0.03753534646239132, "loss_rpn_cls": 0.0008915610726489831, "loss_rpn_loc": 0.0011442466802691342, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5170970279723406, "total_loss": 0.0486227592944779}
{"data_time": 0.0032955408096313477, "eta_seconds": 6465.073329269886, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21619897959183673, "fast_rcnn/fg_cls_accuracy": 0.7838010204081632, "iteration": 27319, "loss_box_reg": 0.007613424531882629, "loss_cls": 0.035854465037118644, "loss_rpn_cls": 0.0004887840480876093, "loss_rpn_loc": 0.0016220709821936907, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5109314629808068, "total_loss": 0.04609539943879781}
{"data_time": 0.003377450630068779, "eta_seconds": 6454.080979458988, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2656862745098039, "fast_rcnn/fg_cls_accuracy": 0.7343137254901961, "iteration": 27339, "loss_box_reg": 0.007621644850587472, "loss_cls": 0.04096365149598569, "loss_rpn_cls": 0.001039143000838294, "loss_rpn_loc": 0.001596351951775432, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5115663167089224, "total_loss": 0.051499559923854576}
{"data_time": 0.003223942592740059, "eta_seconds": 6443.88576426357, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24444444444444444, "fast_rcnn/fg_cls_accuracy": 0.7333333333333334, "iteration": 27359, "loss_box_reg": 0.008450007007922977, "loss_cls": 0.0406344699440524, "loss_rpn_cls": 0.0007835160350566639, "loss_rpn_loc": 0.0014802602236159146, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509175194427371, "total_loss": 0.054172564596619566}
{"data_time": 0.003101884387433529, "eta_seconds": 6432.483425709419, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18005390835579516, "fast_rcnn/fg_cls_accuracy": 0.8056603773584906, "iteration": 27379, "loss_box_reg": 0.008429082750808448, "loss_cls": 0.03867647031438537, "loss_rpn_cls": 0.0006097412177155093, "loss_rpn_loc": 0.0014285091529018246, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49381926376372576, "total_loss": 0.04937191646550332}
{"data_time": 0.0031664427369832993, "eta_seconds": 6423.4953338727355, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2755960729312763, "fast_rcnn/fg_cls_accuracy": 0.6809256661991585, "iteration": 27399, "loss_box_reg": 0.007644353085197508, "loss_cls": 0.035653372236993164, "loss_rpn_cls": 0.0007574234271032765, "loss_rpn_loc": 0.0011109292790933978, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5122895129024982, "total_loss": 0.04579941176990587}
{"data_time": 0.0031191743910312653, "eta_seconds": 6414.090967237949, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1923076923076923, "fast_rcnn/fg_cls_accuracy": 0.7831501831501831, "iteration": 27419, "loss_box_reg": 0.008286763171781786, "loss_cls": 0.04005447088275105, "loss_rpn_cls": 0.0007545329881253338, "loss_rpn_loc": 0.0014275374323915457, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5193132143467665, "total_loss": 0.05168671890646692}
{"data_time": 0.0032152337953448296, "eta_seconds": 6400.920343237929, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23558758314855877, "fast_rcnn/fg_cls_accuracy": 0.7644124168514412, "iteration": 27439, "loss_box_reg": 0.00817389675648883, "loss_cls": 0.03869136795401573, "loss_rpn_cls": 0.0008049104000065199, "loss_rpn_loc": 0.0012241365730005782, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4949672222137451, "total_loss": 0.04978644682040567}
{"data_time": 0.003102433867752552, "eta_seconds": 6390.72860636469, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19256410256410256, "fast_rcnn/fg_cls_accuracy": 0.8002439024390244, "iteration": 27459, "loss_box_reg": 0.007779430598020554, "loss_cls": 0.038715442176908255, "loss_rpn_cls": 0.0008257483593183679, "loss_rpn_loc": 0.0013931720150139881, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5037974435836077, "total_loss": 0.05008508850266935}
{"data_time": 0.0033130478113889694, "eta_seconds": 6378.879630370066, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7552631578947369, "iteration": 27479, "loss_box_reg": 0.007972631981829181, "loss_cls": 0.03770213812822476, "loss_rpn_cls": 0.0008051806876636647, "loss_rpn_loc": 0.0014209362561814487, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48584181163460016, "total_loss": 0.04721809869025151}
{"data_time": 0.003273243084549904, "eta_seconds": 6368.690540632233, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1637972262075562, "fast_rcnn/fg_cls_accuracy": 0.8292682926829268, "iteration": 27499, "loss_box_reg": 0.0076847627642564476, "loss_cls": 0.03614488718449138, "loss_rpn_cls": 0.0005624924888252281, "loss_rpn_loc": 0.0015412341726914747, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5054825153201818, "total_loss": 0.04803918367824167}
{"data_time": 0.003227301873266697, "eta_seconds": 6361.1303095063195, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13513513513513514, "fast_rcnn/fg_cls_accuracy": 0.8648648648648649, "iteration": 27519, "loss_box_reg": 0.007810670300386846, "loss_cls": 0.03788049079594202, "loss_rpn_cls": 0.0006232111279587116, "loss_rpn_loc": 0.0014297551060735714, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5229617459699512, "total_loss": 0.047509171655065074}
{"data_time": 0.003188038244843483, "eta_seconds": 6350.937007191591, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17083333333333334, "fast_rcnn/fg_cls_accuracy": 0.8291666666666666, "iteration": 27539, "loss_box_reg": 0.008229908300563693, "loss_cls": 0.03832351689925417, "loss_rpn_cls": 0.0005507240638280564, "loss_rpn_loc": 0.0015539724536210997, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5073816748335958, "total_loss": 0.04915248048288845}
{"data_time": 0.00346548855304718, "eta_seconds": 6341.933612309396, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26985294117647063, "fast_rcnn/fg_cls_accuracy": 0.7301470588235295, "iteration": 27559, "loss_box_reg": 0.008160571363987401, "loss_cls": 0.0384451401187107, "loss_rpn_cls": 0.0006677839463407054, "loss_rpn_loc": 0.001325651926890714, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5037829671055079, "total_loss": 0.04911860629238163}
{"data_time": 0.0031981635838747025, "eta_seconds": 6329.578185125254, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7823529411764706, "iteration": 27579, "loss_box_reg": 0.007737462699878961, "loss_cls": 0.03645875627989881, "loss_rpn_cls": 0.0007481298312086437, "loss_rpn_loc": 0.0014711816620547324, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5036784149706364, "total_loss": 0.046805470212859746}
{"data_time": 0.0035663172602653503, "eta_seconds": 6308.754237849265, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18210526315789471, "fast_rcnn/fg_cls_accuracy": 0.8178947368421052, "iteration": 27599, "loss_box_reg": 0.007872678368585184, "loss_cls": 0.03971385015756823, "loss_rpn_cls": 0.000888990082444252, "loss_rpn_loc": 0.0012700099432549905, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5029304763302207, "total_loss": 0.04970012728071538}
{"data_time": 0.0032532867044210434, "eta_seconds": 6286.37657659594, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22162162162162163, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 27619, "loss_box_reg": 0.007754694641334936, "loss_cls": 0.038645211985567585, "loss_rpn_cls": 0.0006000796761327365, "loss_rpn_loc": 0.0013627002135763178, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49512878712266684, "total_loss": 0.050279117294110165}
{"data_time": 0.0032165413722395897, "eta_seconds": 6288.405058789998, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13529411764705884, "fast_rcnn/fg_cls_accuracy": 0.8647058823529412, "iteration": 27639, "loss_box_reg": 0.0076273966988082975, "loss_cls": 0.034626571054104716, "loss_rpn_cls": 0.0007051126081876191, "loss_rpn_loc": 0.0013636166195283295, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5179433627054095, "total_loss": 0.04467795685178544}
{"data_time": 0.003349938429892063, "eta_seconds": 6270.179455623962, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20552325581395348, "fast_rcnn/fg_cls_accuracy": 0.7828488372093023, "iteration": 27659, "loss_box_reg": 0.007545166270574555, "loss_cls": 0.03498964983737096, "loss_rpn_cls": 0.0006081053427919869, "loss_rpn_loc": 0.0013438900969049428, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.487449349835515, "total_loss": 0.04595568418679363}
{"data_time": 0.0032551269978284836, "eta_seconds": 6269.010596682318, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18826135105204872, "fast_rcnn/fg_cls_accuracy": 0.768678871845621, "iteration": 27679, "loss_box_reg": 0.008195858288672753, "loss_cls": 0.03853425529086962, "loss_rpn_cls": 0.0005385700067108701, "loss_rpn_loc": 0.001532271186079015, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5139443995431066, "total_loss": 0.04888867099066374}
{"data_time": 0.003153921104967594, "eta_seconds": 6245.757068791427, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1206060606060606, "fast_rcnn/fg_cls_accuracy": 0.8793939393939394, "iteration": 27699, "loss_box_reg": 0.008372583368327469, "loss_cls": 0.03820326295681298, "loss_rpn_cls": 0.0007185818938069133, "loss_rpn_loc": 0.001282385470403824, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4949462953954935, "total_loss": 0.04688271907855324}
{"data_time": 0.0031461957842111588, "eta_seconds": 6235.6021918402985, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1449579831932773, "fast_rcnn/fg_cls_accuracy": 0.8550420168067226, "iteration": 27719, "loss_box_reg": 0.008121466875309125, "loss_cls": 0.03909663768718019, "loss_rpn_cls": 0.00126863784927167, "loss_rpn_loc": 0.0015336374981416157, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5243327459320426, "total_loss": 0.051023006696937045}
{"data_time": 0.0036211013793945312, "eta_seconds": 6227.015216119587, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 27739, "loss_box_reg": 0.007564744941191748, "loss_cls": 0.03641981878899969, "loss_rpn_cls": 0.0007810580943612422, "loss_rpn_loc": 0.0016028679456212558, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5108680259436369, "total_loss": 0.045612030810218585}
{"data_time": 0.003349214792251587, "eta_seconds": 6229.247101791203, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13068181818181818, "fast_rcnn/fg_cls_accuracy": 0.8693181818181819, "iteration": 27759, "loss_box_reg": 0.007388046622509137, "loss_cls": 0.03664784925058484, "loss_rpn_cls": 0.0005896060731132025, "loss_rpn_loc": 0.0011748697852453915, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5227706404402852, "total_loss": 0.046475125232262826}
{"data_time": 0.0031326310709118843, "eta_seconds": 6222.702939460054, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23842105263157892, "fast_rcnn/fg_cls_accuracy": 0.7615789473684211, "iteration": 27779, "loss_box_reg": 0.00825634750071913, "loss_cls": 0.03746856877114624, "loss_rpn_cls": 0.0007862938709308764, "loss_rpn_loc": 0.0014061116489756387, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4988059001043439, "total_loss": 0.04835545915105399}
{"data_time": 0.0029816562309861183, "eta_seconds": 6207.00834255293, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1630280018984338, "fast_rcnn/fg_cls_accuracy": 0.8294784580498866, "iteration": 27799, "loss_box_reg": 0.008123908104607835, "loss_cls": 0.038727530743926764, "loss_rpn_cls": 0.001287187854018157, "loss_rpn_loc": 0.0013516351627913537, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4898338243365288, "total_loss": 0.049855292140023266}
{"data_time": 0.0032025575637817383, "eta_seconds": 6196.833753023297, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 27819, "loss_box_reg": 0.007876397721702233, "loss_cls": 0.03725413259235211, "loss_rpn_cls": 0.0006002257822501633, "loss_rpn_loc": 0.001306257545365952, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5065221786499023, "total_loss": 0.047007812008502015}
{"data_time": 0.0033222781494259834, "eta_seconds": 6184.908079417422, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2765151515151515, "fast_rcnn/fg_cls_accuracy": 0.7234848484848485, "iteration": 27839, "loss_box_reg": 0.008312819787533954, "loss_cls": 0.03748963127145544, "loss_rpn_cls": 0.0009363716436041614, "loss_rpn_loc": 0.0014506715888273902, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5189207438379526, "total_loss": 0.04880884503650407}
{"data_time": 0.0034001795575022697, "eta_seconds": 6171.733101605438, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20089285714285715, "fast_rcnn/fg_cls_accuracy": 0.7991071428571428, "iteration": 27859, "loss_box_reg": 0.007566150379716419, "loss_cls": 0.0402257043751888, "loss_rpn_cls": 0.0008236104595766847, "loss_rpn_loc": 0.0013586212990048807, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5146782984957099, "total_loss": 0.05001056917967617}
{"data_time": 0.0032900357618927956, "eta_seconds": 6161.566339227371, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21894409937888198, "fast_rcnn/fg_cls_accuracy": 0.781055900621118, "iteration": 27879, "loss_box_reg": 0.008102805411908776, "loss_cls": 0.03794207712053321, "loss_rpn_cls": 0.0005881910394123224, "loss_rpn_loc": 0.0012471416566768312, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5169943040236831, "total_loss": 0.04747047081480105}
{"data_time": 0.0034614745527505875, "eta_seconds": 6145.597679342143, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1595203488372093, "fast_rcnn/fg_cls_accuracy": 0.8198341836734694, "iteration": 27899, "loss_box_reg": 0.007953846536111087, "loss_cls": 0.03786122673773207, "loss_rpn_cls": 0.0009672212816127512, "loss_rpn_loc": 0.0013604650466731982, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5043107513338327, "total_loss": 0.048801531057449665}
{"data_time": 0.0031654108315706253, "eta_seconds": 6141.232814471237, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28787878787878785, "fast_rcnn/fg_cls_accuracy": 0.7121212121212122, "iteration": 27919, "loss_box_reg": 0.0075241233862470835, "loss_cls": 0.03802353687933646, "loss_rpn_cls": 0.0010920439445669672, "loss_rpn_loc": 0.001266926092284848, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5215862318873405, "total_loss": 0.04849818232588632}
{"data_time": 0.003409748896956444, "eta_seconds": 6123.898545377888, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19256410256410256, "fast_rcnn/fg_cls_accuracy": 0.8074358974358974, "iteration": 27939, "loss_box_reg": 0.008009126380784437, "loss_cls": 0.03904287901241332, "loss_rpn_cls": 0.0006689497145941914, "loss_rpn_loc": 0.001365480937238317, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4993370110169053, "total_loss": 0.05130575383219593}
{"data_time": 0.003100607544183731, "eta_seconds": 6115.12615957018, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.13269794721407624, "fast_rcnn/fg_cls_accuracy": 0.8673020527859238, "iteration": 27959, "loss_box_reg": 0.007778865066939034, "loss_cls": 0.03699406026862562, "loss_rpn_cls": 0.0008904647174290403, "loss_rpn_loc": 0.0015102575707715005, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5294327288866043, "total_loss": 0.04764013751689866}
{"data_time": 0.0032846862450242043, "eta_seconds": 6104.968986312859, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3924903722721438, "fast_rcnn/fg_cls_accuracy": 0.6075096277278562, "iteration": 27979, "loss_box_reg": 0.008368286275072023, "loss_cls": 0.037804200866958126, "loss_rpn_cls": 0.0005555243984645131, "loss_rpn_loc": 0.001083588436813443, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224506705999374, "total_loss": 0.047124181179157176}
{"data_time": 0.0032630888745188713, "eta_seconds": 6099.221005646512, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.30799549549549554, "fast_rcnn/fg_cls_accuracy": 0.6920045045045045, "iteration": 27999, "loss_box_reg": 0.007932878594147041, "loss_cls": 0.035687674302607775, "loss_rpn_cls": 0.0006799986954888482, "loss_rpn_loc": 0.0012759680830640718, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5155145088210702, "total_loss": 0.046791710045241075}
{"data_time": 0.0032784314826130867, "eta_seconds": 6103.610505851917, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14109848484848486, "fast_rcnn/fg_cls_accuracy": 0.8413690476190476, "iteration": 28019, "loss_box_reg": 0.007971456390805542, "loss_cls": 0.03754159598611295, "loss_rpn_cls": 0.000579172735371003, "loss_rpn_loc": 0.0015909238700260175, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5225377446040511, "total_loss": 0.0479143047240882}
{"data_time": 0.0032361065968871117, "eta_seconds": 6099.575867076404, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2629259694477086, "fast_rcnn/fg_cls_accuracy": 0.7370740305522914, "iteration": 28039, "loss_box_reg": 0.008221787866204977, "loss_cls": 0.037855614005820826, "loss_rpn_cls": 0.0010493721647151233, "loss_rpn_loc": 0.0015642409525753465, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5314779886975884, "total_loss": 0.04769103860131452}
{"data_time": 0.0030896859243512154, "eta_seconds": 6085.415098244324, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2668693009118541, "fast_rcnn/fg_cls_accuracy": 0.7331306990881459, "iteration": 28059, "loss_box_reg": 0.008232609339756891, "loss_cls": 0.038368981098756194, "loss_rpn_cls": 0.0009193930745396983, "loss_rpn_loc": 0.0013606098036689218, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49362736474722624, "total_loss": 0.04816156134154426}
{"data_time": 0.0029638484120368958, "eta_seconds": 6064.564089138061, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12531328320802004, "fast_rcnn/fg_cls_accuracy": 0.8528151774785802, "iteration": 28079, "loss_box_reg": 0.007718650682363659, "loss_cls": 0.037540465651545674, "loss_rpn_cls": 0.001235444737517355, "loss_rpn_loc": 0.0012510255983215757, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49926497880369425, "total_loss": 0.048422468229773585}
{"data_time": 0.0030714618042111397, "eta_seconds": 6055.879588197917, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24747474747474746, "fast_rcnn/fg_cls_accuracy": 0.7154882154882155, "iteration": 28099, "loss_box_reg": 0.00800965094822459, "loss_cls": 0.03564897843170911, "loss_rpn_cls": 0.000751210034138694, "loss_rpn_loc": 0.0014491255205939524, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.498787228949368, "total_loss": 0.0473036199678063}
{"data_time": 0.0034505678340792656, "eta_seconds": 6044.000613381155, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2365967365967366, "fast_rcnn/fg_cls_accuracy": 0.7634032634032635, "iteration": 28119, "loss_box_reg": 0.00789606015314348, "loss_cls": 0.038351749448338524, "loss_rpn_cls": 0.0009336016254621882, "loss_rpn_loc": 0.001304841734963702, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5033848714083433, "total_loss": 0.04868514455654349}
{"data_time": 0.0030359867960214615, "eta_seconds": 6027.630438216031, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19385026737967914, "fast_rcnn/fg_cls_accuracy": 0.8014937106918238, "iteration": 28139, "loss_box_reg": 0.007615187205374241, "loss_cls": 0.03767896568751894, "loss_rpn_cls": 0.0007362191458355483, "loss_rpn_loc": 0.0013470902777044103, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5104644345119596, "total_loss": 0.04682657849247107}
{"data_time": 0.0034013036638498306, "eta_seconds": 6005.13305470068, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11910377358490566, "fast_rcnn/fg_cls_accuracy": 0.8580303727565577, "iteration": 28159, "loss_box_reg": 0.007420680864015594, "loss_cls": 0.03592861918150447, "loss_rpn_cls": 0.0007067008022545451, "loss_rpn_loc": 0.0012189040753582958, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49210070818662643, "total_loss": 0.04527828769613507}
{"data_time": 0.0031166058033704758, "eta_seconds": 5997.994561476633, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16818181818181818, "fast_rcnn/fg_cls_accuracy": 0.7833333333333334, "iteration": 28179, "loss_box_reg": 0.0076480752031784505, "loss_cls": 0.038758681796025485, "loss_rpn_cls": 0.0004262568069179906, "loss_rpn_loc": 0.0014000595547258854, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5130642261356115, "total_loss": 0.049103353576583686}
{"data_time": 0.003315209411084652, "eta_seconds": 5993.240080482326, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13348164627363737, "fast_rcnn/fg_cls_accuracy": 0.8514890282131662, "iteration": 28199, "loss_box_reg": 0.0075896130874753, "loss_cls": 0.03771661120117642, "loss_rpn_cls": 0.001011579123996853, "loss_rpn_loc": 0.0012013076429866487, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5022665420547128, "total_loss": 0.047630384617178834}
{"data_time": 0.003233652561903, "eta_seconds": 5983.082907225005, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1389602053915276, "fast_rcnn/fg_cls_accuracy": 0.8434959349593496, "iteration": 28219, "loss_box_reg": 0.007827762223314494, "loss_cls": 0.03958695143228397, "loss_rpn_cls": 0.0006867280096685136, "loss_rpn_loc": 0.0016525713490409544, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5032426435500383, "total_loss": 0.05107997677964704}
{"data_time": 0.0031685149297118187, "eta_seconds": 5960.2897507902235, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18696581196581197, "fast_rcnn/fg_cls_accuracy": 0.7763888888888889, "iteration": 28239, "loss_box_reg": 0.007809776492649689, "loss_cls": 0.04111910273786634, "loss_rpn_cls": 0.001080292299775465, "loss_rpn_loc": 0.0013966826718387892, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49476909171789885, "total_loss": 0.051793933714264995}
{"data_time": 0.0034438101574778557, "eta_seconds": 5953.623709109612, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1892361111111111, "fast_rcnn/fg_cls_accuracy": 0.8107638888888888, "iteration": 28259, "loss_box_reg": 0.007868953456636518, "loss_cls": 0.03578642470529303, "loss_rpn_cls": 0.0009799142493420732, "loss_rpn_loc": 0.0012968503215233795, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5219646915793419, "total_loss": 0.04661990671476701}
{"data_time": 0.0032423920929431915, "eta_seconds": 5944.381103295833, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1590909090909091, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 28279, "loss_box_reg": 0.0075726785871665925, "loss_cls": 0.03841655873111449, "loss_rpn_cls": 0.0010526563479515971, "loss_rpn_loc": 0.001402694277203409, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5075226109474897, "total_loss": 0.048177126287640704}
{"data_time": 0.0032915817573666573, "eta_seconds": 5931.852586128749, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.22790697674418606, "fast_rcnn/fg_cls_accuracy": 0.772093023255814, "iteration": 28299, "loss_box_reg": 0.007654798828298226, "loss_cls": 0.03890288222464733, "loss_rpn_cls": 0.0011211488829303562, "loss_rpn_loc": 0.0013810530563205248, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.516277614980936, "total_loss": 0.04930707926799904}
{"data_time": 0.0031538205221295357, "eta_seconds": 5919.74700952135, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13451612903225807, "fast_rcnn/fg_cls_accuracy": 0.855925925925926, "iteration": 28319, "loss_box_reg": 0.007728710537776351, "loss_cls": 0.0375732074608095, "loss_rpn_cls": 0.0010167603176114426, "loss_rpn_loc": 0.0013903351300541544, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5319844055920839, "total_loss": 0.04778366419714075}
{"data_time": 0.003209901973605156, "eta_seconds": 5907.8377744127065, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7429467084639498, "iteration": 28339, "loss_box_reg": 0.007282513251993805, "loss_cls": 0.03861488573602401, "loss_rpn_cls": 0.001253895408808603, "loss_rpn_loc": 0.0012880150570708793, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5072366995736957, "total_loss": 0.04854064630035282}
{"data_time": 0.0033635683357715607, "eta_seconds": 5897.7051309440285, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3181481481481482, "fast_rcnn/fg_cls_accuracy": 0.6818518518518519, "iteration": 28359, "loss_box_reg": 0.007572532776976004, "loss_cls": 0.038706360035575926, "loss_rpn_cls": 0.000647471498041341, "loss_rpn_loc": 0.0013264711706142407, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.50436030048877, "total_loss": 0.0489545517718426}
{"data_time": 0.0032019689679145813, "eta_seconds": 5898.4417091254145, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16262541806020067, "fast_rcnn/fg_cls_accuracy": 0.8365384615384615, "iteration": 28379, "loss_box_reg": 0.008306403498863801, "loss_cls": 0.03717964221141301, "loss_rpn_cls": 0.0005409970177367995, "loss_rpn_loc": 0.0016105512804642785, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5127076879143715, "total_loss": 0.048175293104051775}
{"data_time": 0.0031387805938720703, "eta_seconds": 5881.8365241335705, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15384615384615385, "fast_rcnn/fg_cls_accuracy": 0.8461538461538461, "iteration": 28399, "loss_box_reg": 0.0078075458004605025, "loss_cls": 0.0380065192875918, "loss_rpn_cls": 0.0007700231152227843, "loss_rpn_loc": 0.0014459189587796573, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5008006151765585, "total_loss": 0.048788170531111064}
{"data_time": 0.0031320499256253242, "eta_seconds": 5873.095371787436, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17323208353108688, "fast_rcnn/fg_cls_accuracy": 0.8267679164689132, "iteration": 28419, "loss_box_reg": 0.00761081647942774, "loss_cls": 0.03837291954550892, "loss_rpn_cls": 0.000699949482395823, "loss_rpn_loc": 0.001262862160729128, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5159570155665278, "total_loss": 0.0489450742610984}
{"data_time": 0.003074921667575836, "eta_seconds": 5862.952732340433, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15889526542324248, "fast_rcnn/fg_cls_accuracy": 0.8332387975042541, "iteration": 28439, "loss_box_reg": 0.007859006233047694, "loss_cls": 0.03763028152752668, "loss_rpn_cls": 0.001140271835069484, "loss_rpn_loc": 0.001376557684125146, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49456122890114784, "total_loss": 0.04777019945402117}
{"data_time": 0.003167957067489624, "eta_seconds": 5860.58900646586, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2532875929102344, "fast_rcnn/fg_cls_accuracy": 0.6861063464837049, "iteration": 28459, "loss_box_reg": 0.007864449493354186, "loss_cls": 0.038719533098628744, "loss_rpn_cls": 0.0008704950936078149, "loss_rpn_loc": 0.0012500837074185256, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5258850585669279, "total_loss": 0.04871081992229165}
{"data_time": 0.00318344309926033, "eta_seconds": 5856.843278759159, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25460428073668495, "fast_rcnn/fg_cls_accuracy": 0.7260425909494232, "iteration": 28479, "loss_box_reg": 0.007741083478322253, "loss_cls": 0.04106249788310379, "loss_rpn_cls": 0.001121460938918517, "loss_rpn_loc": 0.001219555719217169, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5084986891597509, "total_loss": 0.05174625640526642}
{"data_time": 0.0034347232431173325, "eta_seconds": 5849.647504646331, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17752100840336135, "fast_rcnn/fg_cls_accuracy": 0.8224789915966386, "iteration": 28499, "loss_box_reg": 0.008114825846860185, "loss_cls": 0.039106516051106155, "loss_rpn_cls": 0.0011511663505672232, "loss_rpn_loc": 0.0014327876942843432, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5104693965986371, "total_loss": 0.04900228377040605}
{"data_time": 0.003233097493648529, "eta_seconds": 5836.508782521822, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21980676328502413, "fast_rcnn/fg_cls_accuracy": 0.7801932367149759, "iteration": 28519, "loss_box_reg": 0.007884986873250455, "loss_cls": 0.03819269026280381, "loss_rpn_cls": 0.0009880513720759154, "loss_rpn_loc": 0.0013690811611013487, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5031951116397977, "total_loss": 0.04917248513618233}
{"data_time": 0.0033814096823334694, "eta_seconds": 5829.3026737459, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1492063492063492, "fast_rcnn/fg_cls_accuracy": 0.7519201228878648, "iteration": 28539, "loss_box_reg": 0.008331233897479251, "loss_cls": 0.037853010377148166, "loss_rpn_cls": 0.0005925413100555943, "loss_rpn_loc": 0.0012101418269594433, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5261589745059609, "total_loss": 0.04808064620797836}
{"data_time": 0.003408358432352543, "eta_seconds": 5819.130258295685, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13836898395721925, "fast_rcnn/fg_cls_accuracy": 0.8616310160427807, "iteration": 28559, "loss_box_reg": 0.007540399441495538, "loss_cls": 0.03853552512009628, "loss_rpn_cls": 0.0006033589618255064, "loss_rpn_loc": 0.0011747641619876958, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.503083229996264, "total_loss": 0.04851658451087815}
{"data_time": 0.00316418893635273, "eta_seconds": 5808.95784284547, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2714987714987715, "fast_rcnn/fg_cls_accuracy": 0.7285012285012284, "iteration": 28579, "loss_box_reg": 0.007719783519860357, "loss_cls": 0.03936963216983713, "loss_rpn_cls": 0.0007242021362117157, "loss_rpn_loc": 0.0014131401549093425, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4985979376360774, "total_loss": 0.049995059135767406}
{"data_time": 0.0031901802867650986, "eta_seconds": 5798.785427395254, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.19871794871794873, "fast_rcnn/fg_cls_accuracy": 0.8012820512820513, "iteration": 28599, "loss_box_reg": 0.007411350728943944, "loss_cls": 0.035080383357126266, "loss_rpn_cls": 0.000890357630055405, "loss_rpn_loc": 0.0014436651417781832, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5052938843145967, "total_loss": 0.045613420053008724}
{"data_time": 0.003133653663098812, "eta_seconds": 5791.443481572904, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18899733806566105, "fast_rcnn/fg_cls_accuracy": 0.8110026619343389, "iteration": 28619, "loss_box_reg": 0.007543557352619246, "loss_cls": 0.03879800179856829, "loss_rpn_cls": 0.0007179469079687806, "loss_rpn_loc": 0.0014141421161184553, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5120936343446374, "total_loss": 0.048208300197075005}
{"data_time": 0.0030711330473423004, "eta_seconds": 5783.622447567992, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1517857142857143, "fast_rcnn/fg_cls_accuracy": 0.8425324675324675, "iteration": 28639, "loss_box_reg": 0.008169494511093944, "loss_cls": 0.03814042013254948, "loss_rpn_cls": 0.0007680119688160403, "loss_rpn_loc": 0.0012732277809845982, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5149867516011, "total_loss": 0.049684729108491865}
{"data_time": 0.0031792055815458298, "eta_seconds": 5777.223852742463, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19751082251082253, "fast_rcnn/fg_cls_accuracy": 0.8024891774891775, "iteration": 28659, "loss_box_reg": 0.008165405364707112, "loss_cls": 0.03875766307464801, "loss_rpn_cls": 0.0007935589400176468, "loss_rpn_loc": 0.0014296458430180792, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5076534766703844, "total_loss": 0.050554345353020835}
{"data_time": 0.0030180513858795166, "eta_seconds": 5765.618765760213, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19842657342657344, "fast_rcnn/fg_cls_accuracy": 0.8015734265734266, "iteration": 28679, "loss_box_reg": 0.00758225675963331, "loss_cls": 0.03708721193834208, "loss_rpn_cls": 0.0007004986326251128, "loss_rpn_loc": 0.0016457321362395305, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5066828355193138, "total_loss": 0.04963916378716249}
{"data_time": 0.002890077419579029, "eta_seconds": 5758.600953041576, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18917710196779963, "fast_rcnn/fg_cls_accuracy": 0.8108228980322003, "iteration": 28699, "loss_box_reg": 0.008059740182943642, "loss_cls": 0.03944516280898824, "loss_rpn_cls": 0.0007830095762528799, "loss_rpn_loc": 0.0011966638503508875, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4940735502168536, "total_loss": 0.05094344026485942}
{"data_time": 0.003219391219317913, "eta_seconds": 5745.247354168445, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.22475282485875706, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 28719, "loss_box_reg": 0.007686940050916746, "loss_cls": 0.04000631015514955, "loss_rpn_cls": 0.0009634905956090734, "loss_rpn_loc": 0.0014015354863659013, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5069774417206645, "total_loss": 0.050371864410891476}
{"data_time": 0.0032464973628520966, "eta_seconds": 5735.061648372561, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23980343980343982, "fast_rcnn/fg_cls_accuracy": 0.7601965601965602, "iteration": 28739, "loss_box_reg": 0.007524283180828206, "loss_cls": 0.03920469101285562, "loss_rpn_cls": 0.0008486757655532529, "loss_rpn_loc": 0.0014966014368837932, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5074016116559505, "total_loss": 0.05168153574675216}
{"data_time": 0.0032973438501358032, "eta_seconds": 5720.201755237766, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1624764299182904, "fast_rcnn/fg_cls_accuracy": 0.8367864693446089, "iteration": 28759, "loss_box_reg": 0.007724220835370943, "loss_cls": 0.03670177230378613, "loss_rpn_cls": 0.0008572512570026447, "loss_rpn_loc": 0.0011553988751984434, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513010491617024, "total_loss": 0.046962280195202766}
{"data_time": 0.0032494552433490753, "eta_seconds": 5707.489429812878, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 28779, "loss_box_reg": 0.007437233391101472, "loss_cls": 0.03755338038899936, "loss_rpn_cls": 0.0007803033832090023, "loss_rpn_loc": 0.0013357880779949483, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5014772191643715, "total_loss": 0.0485199704500161}
{"data_time": 0.0031019607558846474, "eta_seconds": 5699.846976284869, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2411111111111111, "fast_rcnn/fg_cls_accuracy": 0.758888888888889, "iteration": 28799, "loss_box_reg": 0.0077699871035292745, "loss_cls": 0.037540680466918275, "loss_rpn_cls": 0.0012177079706958693, "loss_rpn_loc": 0.0014246593273128383, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5031702984124422, "total_loss": 0.04782013485579739}
{"data_time": 0.0031552836298942566, "eta_seconds": 5689.669586808421, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.274294670846395, "fast_rcnn/fg_cls_accuracy": 0.7257053291536051, "iteration": 28819, "loss_box_reg": 0.007564206258393824, "loss_cls": 0.038202394323889166, "loss_rpn_cls": 0.0006987056129901248, "loss_rpn_loc": 0.0012946627284691203, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5020290203392506, "total_loss": 0.04910198275706534}
{"data_time": 0.003147241659462452, "eta_seconds": 5677.893451815471, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.15885885885885886, "fast_rcnn/fg_cls_accuracy": 0.8411411411411411, "iteration": 28839, "loss_box_reg": 0.007878927775891498, "loss_cls": 0.037430013151606545, "loss_rpn_cls": 0.0008444093407433684, "loss_rpn_loc": 0.0014655188533652108, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5154869211837649, "total_loss": 0.04802678046030451}
{"data_time": 0.0031796032562851906, "eta_seconds": 5669.314807855524, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2846393357550597, "fast_rcnn/fg_cls_accuracy": 0.7153606642449404, "iteration": 28859, "loss_box_reg": 0.007674665888771415, "loss_cls": 0.03731786098796874, "loss_rpn_cls": 0.0011271281267681843, "loss_rpn_loc": 0.0011917770752916113, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5123926438391209, "total_loss": 0.04687560354125253}
{"data_time": 0.003299129195511341, "eta_seconds": 5657.356770889834, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 28879, "loss_box_reg": 0.007582261838251725, "loss_cls": 0.041373960353666916, "loss_rpn_cls": 0.0008399101919422947, "loss_rpn_loc": 0.001311837002504035, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5046010660007596, "total_loss": 0.05154347008446791}
{"data_time": 0.003175356425344944, "eta_seconds": 5647.182583728805, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2035060975609756, "fast_rcnn/fg_cls_accuracy": 0.7964939024390244, "iteration": 28899, "loss_box_reg": 0.008093748678220436, "loss_cls": 0.037563070363830775, "loss_rpn_cls": 0.0006415294472787991, "loss_rpn_loc": 0.00144427877603448, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061361398547888, "total_loss": 0.04739820730037536}
{"data_time": 0.003128986805677414, "eta_seconds": 5631.777154663578, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.17902813299232737, "fast_rcnn/fg_cls_accuracy": 0.7674291938997821, "iteration": 28919, "loss_box_reg": 0.008016953099286184, "loss_cls": 0.03789517653058283, "loss_rpn_cls": 0.0011612448614641835, "loss_rpn_loc": 0.001197812327518477, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5109880529344082, "total_loss": 0.050348423522137864}
{"data_time": 0.0032432274892926216, "eta_seconds": 5628.605249949731, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16676120249574589, "fast_rcnn/fg_cls_accuracy": 0.8332387975042541, "iteration": 28939, "loss_box_reg": 0.007416575710522011, "loss_cls": 0.035716547834454104, "loss_rpn_cls": 0.0008305040697678123, "loss_rpn_loc": 0.0014519989199470729, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5130068901926279, "total_loss": 0.046353155329541096}
{"data_time": 0.003371194005012512, "eta_seconds": 5616.66002224572, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.21291291291291292, "fast_rcnn/fg_cls_accuracy": 0.7870870870870871, "iteration": 28959, "loss_box_reg": 0.0074594144243747, "loss_cls": 0.0388897635275498, "loss_rpn_cls": 0.0007366845803176147, "loss_rpn_loc": 0.001362180655632983, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5245738821104169, "total_loss": 0.04888431443721686}
{"data_time": 0.003125184215605259, "eta_seconds": 5606.485835084692, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.10208333333333333, "fast_rcnn/fg_cls_accuracy": 0.8854166666666667, "iteration": 28979, "loss_box_reg": 0.007524807704612613, "loss_cls": 0.03785498521756381, "loss_rpn_cls": 0.0011159847930173328, "loss_rpn_loc": 0.0012847710950154578, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5253158453851938, "total_loss": 0.04769444054378624}
{"data_time": 0.0033476948738098145, "eta_seconds": 5584.413080630824, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20833333333333331, "fast_rcnn/fg_cls_accuracy": 0.7916666666666667, "iteration": 28999, "loss_box_reg": 0.007312518573598936, "loss_cls": 0.03844736627070233, "loss_rpn_cls": 0.0005826149379117851, "loss_rpn_loc": 0.0012331184370850679, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4962761104106903, "total_loss": 0.04776160001199514}
{"data_time": 0.002971004694700241, "eta_seconds": 5568.217702701688, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8944444444444444, "iteration": 29019, "loss_box_reg": 0.0076430163171608, "loss_cls": 0.03468847007025033, "loss_rpn_cls": 0.0007866833497587322, "loss_rpn_loc": 0.0011202289097127505, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4940028041601181, "total_loss": 0.04465396936086563}
{"data_time": 0.0034939050674438477, "eta_seconds": 5552.193387011997, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19983370288248337, "fast_rcnn/fg_cls_accuracy": 0.8001662971175166, "iteration": 29039, "loss_box_reg": 0.007577110634883866, "loss_cls": 0.04039834436844103, "loss_rpn_cls": 0.0015730769791844068, "loss_rpn_loc": 0.0012454420320864301, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5006700186058879, "total_loss": 0.05056299784328644}
{"data_time": 0.003109348937869072, "eta_seconds": 5545.895440695807, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16176470588235295, "fast_rcnn/fg_cls_accuracy": 0.822875816993464, "iteration": 29059, "loss_box_reg": 0.007174297847086564, "loss_cls": 0.03476503668935038, "loss_rpn_cls": 0.0009454504424866172, "loss_rpn_loc": 0.0015019935053715017, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5068545676767826, "total_loss": 0.04434604046690538}
{"data_time": 0.0032102447003126144, "eta_seconds": 5540.775560331531, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.23963133640552994, "fast_rcnn/fg_cls_accuracy": 0.76036866359447, "iteration": 29079, "loss_box_reg": 0.007905364269390702, "loss_cls": 0.0390328191278968, "loss_rpn_cls": 0.000618161059776412, "loss_rpn_loc": 0.0015084544102137443, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5275400886312127, "total_loss": 0.0494246122293589}
{"data_time": 0.0031147487461566925, "eta_seconds": 5533.6503037866205, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.212406015037594, "fast_rcnn/fg_cls_accuracy": 0.7875939849624061, "iteration": 29099, "loss_box_reg": 0.007681855553528294, "loss_cls": 0.036266803595935926, "loss_rpn_cls": 0.0007556120578868786, "loss_rpn_loc": 0.0013288721056596842, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.513169452548027, "total_loss": 0.04658422385097083}
{"data_time": 0.0032081063836812973, "eta_seconds": 5533.945401892997, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 29119, "loss_box_reg": 0.007373195272521116, "loss_cls": 0.03648430516477674, "loss_rpn_cls": 0.0006274243551729342, "loss_rpn_loc": 0.00173032774728199, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5169306136667728, "total_loss": 0.0463543736345855}
{"data_time": 0.0030106082558631897, "eta_seconds": 5525.092337796465, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2331989247311828, "fast_rcnn/fg_cls_accuracy": 0.7668010752688172, "iteration": 29139, "loss_box_reg": 0.007569164663436823, "loss_cls": 0.03812974999891594, "loss_rpn_cls": 0.00115963189091417, "loss_rpn_loc": 0.001431336453606491, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5288144061341882, "total_loss": 0.04803390120481055}
{"data_time": 0.0033996710553765297, "eta_seconds": 5513.60188419465, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19481340923466162, "fast_rcnn/fg_cls_accuracy": 0.8051865907653384, "iteration": 29159, "loss_box_reg": 0.007894102192949504, "loss_cls": 0.03596204312634654, "loss_rpn_cls": 0.0012908545407697147, "loss_rpn_loc": 0.0016678101383149624, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4910631375387311, "total_loss": 0.04776304904100925}
{"data_time": 0.0032294224947690964, "eta_seconds": 5496.58041798044, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14358108108108109, "fast_rcnn/fg_cls_accuracy": 0.8332046332046332, "iteration": 29179, "loss_box_reg": 0.007809575865394436, "loss_cls": 0.03670375805813819, "loss_rpn_cls": 0.0007737933770499694, "loss_rpn_loc": 0.0014380974898813292, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5112930275499821, "total_loss": 0.049255395685634085}
{"data_time": 0.0031523657962679863, "eta_seconds": 5493.612963888794, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12195121951219512, "fast_rcnn/fg_cls_accuracy": 0.8780487804878049, "iteration": 29199, "loss_box_reg": 0.0077584495302289724, "loss_cls": 0.03743520367424935, "loss_rpn_cls": 0.0012438938395007426, "loss_rpn_loc": 0.0013630543126055272, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346269626170397, "total_loss": 0.049089883690328406}
{"data_time": 0.0031580813229084015, "eta_seconds": 5483.440548438579, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1953781512605042, "fast_rcnn/fg_cls_accuracy": 0.776578073089701, "iteration": 29219, "loss_box_reg": 0.007828341011190787, "loss_cls": 0.03719863132573664, "loss_rpn_cls": 0.0009910127569128235, "loss_rpn_loc": 0.0012790429409506032, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5111669655889273, "total_loss": 0.04916042756627803}
{"data_time": 0.0033039404079318047, "eta_seconds": 5473.2681329883635, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24695121951219512, "fast_rcnn/fg_cls_accuracy": 0.7530487804878049, "iteration": 29239, "loss_box_reg": 0.007438356726197526, "loss_cls": 0.03625550033757463, "loss_rpn_cls": 0.0010279085414595102, "loss_rpn_loc": 0.0013883990141039249, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49772801995277405, "total_loss": 0.046029911623492126}
{"data_time": 0.0030463598668575287, "eta_seconds": 5470.8438312718645, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15307486631016043, "fast_rcnn/fg_cls_accuracy": 0.8133116883116883, "iteration": 29259, "loss_box_reg": 0.007402612827718258, "loss_cls": 0.0366014666215051, "loss_rpn_cls": 0.0007755087581244879, "loss_rpn_loc": 0.0014737364690518007, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5160666052252054, "total_loss": 0.04631793612219326}
{"data_time": 0.003355739638209343, "eta_seconds": 5461.741038523614, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19487510766580535, "fast_rcnn/fg_cls_accuracy": 0.7887731481481481, "iteration": 29279, "loss_box_reg": 0.007835063996026292, "loss_cls": 0.03733224101597443, "loss_rpn_cls": 0.0008772492674893329, "loss_rpn_loc": 0.0013586488112196093, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5105162160471082, "total_loss": 0.04696450211713454}
{"data_time": 0.0033197682350873947, "eta_seconds": 5451.552173607051, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1806451612903226, "fast_rcnn/fg_cls_accuracy": 0.8193548387096774, "iteration": 29299, "loss_box_reg": 0.0071812490350566804, "loss_cls": 0.03664237126940861, "loss_rpn_cls": 0.0007503842861638077, "loss_rpn_loc": 0.0012448516536096577, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.511474734172225, "total_loss": 0.04669510632220408}
{"data_time": 0.003069407306611538, "eta_seconds": 5440.28330339957, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2744360902255639, "fast_rcnn/fg_cls_accuracy": 0.7255639097744361, "iteration": 29319, "loss_box_reg": 0.007928935054223984, "loss_cls": 0.0362414144910872, "loss_rpn_cls": 0.0006074865836467325, "loss_rpn_loc": 0.0014742945986654377, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5120889414101839, "total_loss": 0.04756506988145759}
{"data_time": 0.003177942708134651, "eta_seconds": 5423.876654459164, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8277777777777777, "iteration": 29339, "loss_box_reg": 0.007790476141963154, "loss_cls": 0.03935519722290337, "loss_rpn_cls": 0.000809904962462582, "loss_rpn_loc": 0.0013001686929783318, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4955902611836791, "total_loss": 0.04891961735222594}
{"data_time": 0.0032683396711945534, "eta_seconds": 5421.553829926997, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.10238095238095238, "fast_rcnn/fg_cls_accuracy": 0.8976190476190475, "iteration": 29359, "loss_box_reg": 0.007399685637210496, "loss_cls": 0.03578024634043686, "loss_rpn_cls": 0.0007862212572007365, "loss_rpn_loc": 0.0012539167546492536, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5202413108199835, "total_loss": 0.04547901856324188}
{"data_time": 0.003273291513323784, "eta_seconds": 5409.364740003832, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21103414151410194, "fast_rcnn/fg_cls_accuracy": 0.7889658584858981, "iteration": 29379, "loss_box_reg": 0.007861384554416873, "loss_cls": 0.04043334082234651, "loss_rpn_cls": 0.0007059259285142616, "loss_rpn_loc": 0.0014734519263583934, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5058078607544303, "total_loss": 0.05167230920571342}
{"data_time": 0.0033559156581759453, "eta_seconds": 5401.8638858012855, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1960227272727273, "fast_rcnn/fg_cls_accuracy": 0.8039772727272727, "iteration": 29399, "loss_box_reg": 0.007558223849628121, "loss_cls": 0.03763916771276854, "loss_rpn_cls": 0.0010824163619815863, "loss_rpn_loc": 0.0011350867389410269, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5079367281869054, "total_loss": 0.04796303321464279}
{"data_time": 0.0032698195427656174, "eta_seconds": 5388.992403161712, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23443223443223443, "fast_rcnn/fg_cls_accuracy": 0.7655677655677655, "iteration": 29419, "loss_box_reg": 0.007661563722649589, "loss_cls": 0.03730344944051467, "loss_rpn_cls": 0.0006932653624858176, "loss_rpn_loc": 0.0014668738022010075, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5035695461556315, "total_loss": 0.04823951372448221}
{"data_time": 0.0032906923443078995, "eta_seconds": 5381.481416653842, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.226099706744868, "fast_rcnn/fg_cls_accuracy": 0.7503787878787879, "iteration": 29439, "loss_box_reg": 0.007514929544413462, "loss_cls": 0.03781383248860948, "loss_rpn_cls": 0.0007879041540945764, "loss_rpn_loc": 0.0011465045108707272, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5117942905053496, "total_loss": 0.04734068445873163}
{"data_time": 0.0033514173701405525, "eta_seconds": 5370.604165140539, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11866791744840526, "fast_rcnn/fg_cls_accuracy": 0.8749218261413383, "iteration": 29459, "loss_box_reg": 0.007553518342319876, "loss_cls": 0.03758958281832747, "loss_rpn_cls": 0.0005451488706853524, "loss_rpn_loc": 0.0013735167631239165, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5157127799466252, "total_loss": 0.04849079446856308}
{"data_time": 0.003340638242661953, "eta_seconds": 5361.6459848815575, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1875696767001115, "fast_rcnn/fg_cls_accuracy": 0.8124303232998885, "iteration": 29479, "loss_box_reg": 0.007587562984554097, "loss_cls": 0.038923709391383454, "loss_rpn_cls": 0.0007091859738892481, "loss_rpn_loc": 0.0011132476029160898, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165212200954556, "total_loss": 0.048980941360184715}
{"data_time": 0.003124149516224861, "eta_seconds": 5349.663524441421, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.18520578420467187, "fast_rcnn/fg_cls_accuracy": 0.8147942157953281, "iteration": 29499, "loss_box_reg": 0.007494132762076333, "loss_cls": 0.037441135762492195, "loss_rpn_cls": 0.0006607649146701533, "loss_rpn_loc": 0.0013263272230688017, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49793646298348904, "total_loss": 0.049585506235189314}
{"data_time": 0.003384319134056568, "eta_seconds": 5340.716478358954, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17647058823529413, "fast_rcnn/fg_cls_accuracy": 0.8235294117647058, "iteration": 29519, "loss_box_reg": 0.007875927170971408, "loss_cls": 0.03559553460218012, "loss_rpn_cls": 0.0006990115539338149, "loss_rpn_loc": 0.0015196450040093623, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5172172449529171, "total_loss": 0.04618953948801163}
{"data_time": 0.003076881170272827, "eta_seconds": 5329.285794608295, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17142857142857143, "fast_rcnn/fg_cls_accuracy": 0.8038461538461539, "iteration": 29539, "loss_box_reg": 0.0073871834902092814, "loss_cls": 0.035992252931464463, "loss_rpn_cls": 0.0011300799396565253, "loss_rpn_loc": 0.0015867601887293858, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087274955585599, "total_loss": 0.04665159813743003}
{"data_time": 0.003256966359913349, "eta_seconds": 5318.868037891574, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8793604651162791, "iteration": 29559, "loss_box_reg": 0.00768368442368228, "loss_cls": 0.037239136116113514, "loss_rpn_cls": 0.0009552516131634547, "loss_rpn_loc": 0.0012414687444106676, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5010545933619142, "total_loss": 0.04803585990327974}
{"data_time": 0.0032177232205867767, "eta_seconds": 5310.1427746377885, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10416666666666666, "fast_rcnn/fg_cls_accuracy": 0.8958333333333333, "iteration": 29579, "loss_box_reg": 0.007631713728187606, "loss_cls": 0.0342767616675701, "loss_rpn_cls": 0.0004441612414609608, "loss_rpn_loc": 0.001349554251646623, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5316023714840412, "total_loss": 0.045388789534968055}
{"data_time": 0.0031902333721518517, "eta_seconds": 5301.517886892892, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1711482558139535, "fast_rcnn/fg_cls_accuracy": 0.8288517441860466, "iteration": 29599, "loss_box_reg": 0.008107944682706147, "loss_cls": 0.0380010441003833, "loss_rpn_cls": 0.0005715745842138631, "loss_rpn_loc": 0.001171133530078805, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5206341426819563, "total_loss": 0.04795221752613088}
{"data_time": 0.0030557699501514435, "eta_seconds": 5291.323640403338, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18388030888030887, "fast_rcnn/fg_cls_accuracy": 0.8108108108108109, "iteration": 29619, "loss_box_reg": 0.00772420343128033, "loss_cls": 0.03595326471258886, "loss_rpn_cls": 0.0005683157406508599, "loss_rpn_loc": 0.0014166032487992197, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5116369025781751, "total_loss": 0.04622779844603997}
{"data_time": 0.0029798978939652443, "eta_seconds": 5279.569070916623, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17023026315789475, "fast_rcnn/fg_cls_accuracy": 0.8297697368421053, "iteration": 29639, "loss_box_reg": 0.007749994634650648, "loss_cls": 0.0369161274866201, "loss_rpn_cls": 0.0011683627845968658, "loss_rpn_loc": 0.0013777315944025759, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132856881245971, "total_loss": 0.047590358727461535}
{"data_time": 0.0032758647575974464, "eta_seconds": 5267.925905548967, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10577819198508853, "fast_rcnn/fg_cls_accuracy": 0.8748778103616813, "iteration": 29659, "loss_box_reg": 0.007396684057312086, "loss_cls": 0.03811481111915782, "loss_rpn_cls": 0.0007707420198812542, "loss_rpn_loc": 0.00134589093431714, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48677220940589905, "total_loss": 0.04718704074753077}
{"data_time": 0.0033012302592396736, "eta_seconds": 5259.259606278501, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.09099264705882354, "fast_rcnn/fg_cls_accuracy": 0.9090073529411764, "iteration": 29679, "loss_box_reg": 0.007706485164817423, "loss_cls": 0.03627863136352971, "loss_rpn_cls": 0.0007921501553482813, "loss_rpn_loc": 0.0014083716632740106, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5214624600484967, "total_loss": 0.04543551209093266}
{"data_time": 0.0033120503649115562, "eta_seconds": 5252.022210180759, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19127358490566038, "fast_rcnn/fg_cls_accuracy": 0.8087264150943396, "iteration": 29699, "loss_box_reg": 0.0075168568873777986, "loss_cls": 0.0395151641278062, "loss_rpn_cls": 0.0007594839289737365, "loss_rpn_loc": 0.001300325960983173, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155048342421651, "total_loss": 0.05067312022919168}
{"data_time": 0.0030504148453474045, "eta_seconds": 5244.412789964117, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21855179704016914, "fast_rcnn/fg_cls_accuracy": 0.7620993086109366, "iteration": 29719, "loss_box_reg": 0.007219800405437127, "loss_cls": 0.03582239232491702, "loss_rpn_cls": 0.00042084207012749175, "loss_rpn_loc": 0.0011440799062256701, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5102033196017146, "total_loss": 0.04583808695058167}
{"data_time": 0.003191799856722355, "eta_seconds": 5241.735362032428, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2528846153846154, "fast_rcnn/fg_cls_accuracy": 0.7471153846153846, "iteration": 29739, "loss_box_reg": 0.0076023626897949725, "loss_cls": 0.04057326941983774, "loss_rpn_cls": 0.0007592455140752463, "loss_rpn_loc": 0.0012862904841313139, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5233189594000578, "total_loss": 0.04873615264023101}
{"data_time": 0.003215189091861248, "eta_seconds": 5236.333101416938, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2182875264270613, "fast_rcnn/fg_cls_accuracy": 0.7817124735729386, "iteration": 29759, "loss_box_reg": 0.007723688700934872, "loss_cls": 0.039030926884151995, "loss_rpn_cls": 0.0011115334982889635, "loss_rpn_loc": 0.001328214962995844, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5193023392930627, "total_loss": 0.05037389748383703}
{"data_time": 0.003122195601463318, "eta_seconds": 5227.808435856365, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21333333333333332, "fast_rcnn/fg_cls_accuracy": 0.7866666666666666, "iteration": 29779, "loss_box_reg": 0.0077935718290973455, "loss_cls": 0.03802100842585787, "loss_rpn_cls": 0.0013941186834358632, "loss_rpn_loc": 0.0013623992290376918, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5092710219323635, "total_loss": 0.048700265293518896}
{"data_time": 0.00360887311398983, "eta_seconds": 5223.660406274721, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12220843672456576, "fast_rcnn/fg_cls_accuracy": 0.8777915632754343, "iteration": 29799, "loss_box_reg": 0.007326455612201244, "loss_cls": 0.03485110987094231, "loss_rpn_cls": 0.000906932694878293, "loss_rpn_loc": 0.0013386249520408455, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5144625045359135, "total_loss": 0.04622352370756744}
{"data_time": 0.0031316448003053665, "eta_seconds": 5213.512173446827, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22474747474747475, "fast_rcnn/fg_cls_accuracy": 0.730788675429727, "iteration": 29819, "loss_box_reg": 0.007266527536557987, "loss_cls": 0.03692790528293699, "loss_rpn_cls": 0.0009820687239425752, "loss_rpn_loc": 0.0012716883629764197, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.507461417466402, "total_loss": 0.04777441454189102}
{"data_time": 0.0033430149778723717, "eta_seconds": 5202.80580568593, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1616558741905643, "fast_rcnn/fg_cls_accuracy": 0.8383441258094357, "iteration": 29839, "loss_box_reg": 0.007485221169190481, "loss_cls": 0.03863741201348603, "loss_rpn_cls": 0.0007872082111930467, "loss_rpn_loc": 0.0012203490532556316, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4898155927658081, "total_loss": 0.05007228440462086}
{"data_time": 0.0032082488760352135, "eta_seconds": 5189.632123998366, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.20060331825037708, "fast_rcnn/fg_cls_accuracy": 0.799396681749623, "iteration": 29859, "loss_box_reg": 0.007947561825858429, "loss_cls": 0.03683785710018128, "loss_rpn_cls": 0.0006753565672283912, "loss_rpn_loc": 0.0012302573341003153, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49971645418554544, "total_loss": 0.047043349424654934}
{"data_time": 0.0030289888381958008, "eta_seconds": 5179.397172565572, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.21581670362158167, "fast_rcnn/fg_cls_accuracy": 0.7732226258432797, "iteration": 29879, "loss_box_reg": 0.007296059106010944, "loss_cls": 0.03850397403584793, "loss_rpn_cls": 0.000735638154139906, "loss_rpn_loc": 0.0011500534965307452, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5119056291878223, "total_loss": 0.04749934878614681}
{"data_time": 0.003150687552988529, "eta_seconds": 5172.933415277861, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18894830659536543, "fast_rcnn/fg_cls_accuracy": 0.8110516934046346, "iteration": 29899, "loss_box_reg": 0.007486280228476971, "loss_cls": 0.036467642203206196, "loss_rpn_cls": 0.0006372660348361592, "loss_rpn_loc": 0.0016365648043574765, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.528788672760129, "total_loss": 0.04469219267554081}
{"data_time": 0.003252130001783371, "eta_seconds": 5163.319605407305, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2940821256038647, "fast_rcnn/fg_cls_accuracy": 0.7059178743961352, "iteration": 29919, "loss_box_reg": 0.007698614208493382, "loss_cls": 0.03870017791632563, "loss_rpn_cls": 0.0006348556372870462, "loss_rpn_loc": 0.0012753518858517054, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5283681480214, "total_loss": 0.04921212829970045}
{"data_time": 0.0030974391847848892, "eta_seconds": 5152.7482416033745, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30194805194805197, "fast_rcnn/fg_cls_accuracy": 0.698051948051948, "iteration": 29939, "loss_box_reg": 0.008028921642107889, "loss_cls": 0.034683020086959004, "loss_rpn_cls": 0.0009422092185786823, "loss_rpn_loc": 0.0013475109972205246, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.503963902592659, "total_loss": 0.04413629222108284}
{"data_time": 0.002743026241660118, "eta_seconds": 5142.206160063855, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 29959, "loss_box_reg": 0.007416410429868847, "loss_cls": 0.03786365204723552, "loss_rpn_cls": 0.001118989346196031, "loss_rpn_loc": 0.0014820387714280514, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513439828529954, "total_loss": 0.04957845488291923}
{"data_time": 0.0031765634194016457, "eta_seconds": 5125.614294384606, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8284313725490196, "iteration": 29979, "loss_box_reg": 0.007623652636539191, "loss_cls": 0.0330868769378867, "loss_rpn_cls": 0.0011350320941119207, "loss_rpn_loc": 0.0014829116298642475, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.501265131868422, "total_loss": 0.04262199058371152}
{"data_time": 0.0032088225707411766, "eta_seconds": 5121.337319186889, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26262626262626265, "fast_rcnn/fg_cls_accuracy": 0.7373737373737375, "iteration": 29999, "loss_box_reg": 0.007537647150456905, "loss_cls": 0.03590440546395257, "loss_rpn_cls": 0.0010852146388060646, "loss_rpn_loc": 0.0011453704355517402, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.510029292665422, "total_loss": 0.04543690980614201}
{"data_time": 0.003247779794037342, "eta_seconds": 5111.7761852145195, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23376623376623376, "fast_rcnn/fg_cls_accuracy": 0.7662337662337663, "iteration": 30019, "loss_box_reg": 0.007614808768266812, "loss_cls": 0.03792343981331214, "loss_rpn_cls": 0.0005288445491942184, "loss_rpn_loc": 0.00125668053078698, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5116870868951082, "total_loss": 0.04781784586862159}
{"data_time": 0.003396928310394287, "eta_seconds": 5101.857612286694, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.14920022062879207, "fast_rcnn/fg_cls_accuracy": 0.850799779371208, "iteration": 30039, "loss_box_reg": 0.007576492731459439, "loss_cls": 0.0368303926079534, "loss_rpn_cls": 0.0007781285892178857, "loss_rpn_loc": 0.0013607078944914974, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5206733038648963, "total_loss": 0.04660269293833608}
{"data_time": 0.0032922038808465004, "eta_seconds": 5093.5090699233115, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14225589225589225, "fast_rcnn/fg_cls_accuracy": 0.8239750445632799, "iteration": 30059, "loss_box_reg": 0.00742086827813182, "loss_cls": 0.03810151762445457, "loss_rpn_cls": 0.0008015748712750792, "loss_rpn_loc": 0.0014085900875215884, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5226058633998036, "total_loss": 0.04935032480926793}
{"data_time": 0.003258940763771534, "eta_seconds": 5080.751649635844, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13921188630490955, "fast_rcnn/fg_cls_accuracy": 0.8607881136950905, "iteration": 30079, "loss_box_reg": 0.007627059181686491, "loss_cls": 0.038415127142798156, "loss_rpn_cls": 0.000990990483018095, "loss_rpn_loc": 0.001151025970102637, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061653675511479, "total_loss": 0.04879231585243815}
{"data_time": 0.003290349617600441, "eta_seconds": 5070.129066820256, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18571428571428572, "fast_rcnn/fg_cls_accuracy": 0.734920634920635, "iteration": 30099, "loss_box_reg": 0.007755763013847172, "loss_cls": 0.034510281606344506, "loss_rpn_cls": 0.0006939630031013166, "loss_rpn_loc": 0.0015719028870080365, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5000245179980993, "total_loss": 0.04505060883886358}
{"data_time": 0.003107030875980854, "eta_seconds": 5054.006071531214, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23690078037904122, "fast_rcnn/fg_cls_accuracy": 0.7630992196209587, "iteration": 30119, "loss_box_reg": 0.007655313893337734, "loss_cls": 0.0369797206367366, "loss_rpn_cls": 0.0009708364250222701, "loss_rpn_loc": 0.0012617748525372008, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4860239401459694, "total_loss": 0.0461159412416805}
{"data_time": 0.003277204930782318, "eta_seconds": 5042.035027152859, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11502966381015162, "fast_rcnn/fg_cls_accuracy": 0.8849703361898484, "iteration": 30139, "loss_box_reg": 0.007439996494213119, "loss_cls": 0.03759922046447173, "loss_rpn_cls": 0.0007191012053340273, "loss_rpn_loc": 0.0012455663545551943, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5005760239437222, "total_loss": 0.04801675248779702}
{"data_time": 0.0032190773636102676, "eta_seconds": 5038.957296228968, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17747111681643132, "fast_rcnn/fg_cls_accuracy": 0.8146341463414635, "iteration": 30159, "loss_box_reg": 0.007658748349058442, "loss_cls": 0.038233866333030164, "loss_rpn_cls": 0.0007612328619188702, "loss_rpn_loc": 0.0012379764884826727, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.514847956597805, "total_loss": 0.04837898972925814}
{"data_time": 0.0034992462024092674, "eta_seconds": 5029.162464926951, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1218220338983051, "fast_rcnn/fg_cls_accuracy": 0.8781779661016949, "iteration": 30179, "loss_box_reg": 0.008054541889578104, "loss_cls": 0.03976384922862053, "loss_rpn_cls": 0.0005659665151824811, "loss_rpn_loc": 0.0014251621923904167, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5128350965678692, "total_loss": 0.049830001248551525}
{"data_time": 0.0033830590546131134, "eta_seconds": 5013.087087043561, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 30199, "loss_box_reg": 0.007477248611394316, "loss_cls": 0.03874213821836747, "loss_rpn_cls": 0.0007612770175455807, "loss_rpn_loc": 0.001115324374040938, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5059540877118707, "total_loss": 0.047792044717880344}
{"data_time": 0.003315463662147522, "eta_seconds": 5002.758468947373, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 30219, "loss_box_reg": 0.0070843246940057725, "loss_cls": 0.0402056940656621, "loss_rpn_cls": 0.0007485864070240211, "loss_rpn_loc": 0.0012436685319698881, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5054652215912938, "total_loss": 0.04901001405120553}
{"data_time": 0.0032132696360349655, "eta_seconds": 4997.994326642714, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.15454545454545454, "fast_rcnn/fg_cls_accuracy": 0.8454545454545455, "iteration": 30239, "loss_box_reg": 0.007418877969030291, "loss_cls": 0.03686219593510032, "loss_rpn_cls": 0.0007277936617526848, "loss_rpn_loc": 0.001182037161925109, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5119669046252966, "total_loss": 0.046670492782368456}
{"data_time": 0.003287479281425476, "eta_seconds": 4984.996000682004, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17349498327759197, "fast_rcnn/fg_cls_accuracy": 0.826505016722408, "iteration": 30259, "loss_box_reg": 0.0075037876958958805, "loss_cls": 0.034289080038433895, "loss_rpn_cls": 0.000820505537092231, "loss_rpn_loc": 0.0013677807182830293, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.530718769878149, "total_loss": 0.04373435969085904}
{"data_time": 0.003264239989221096, "eta_seconds": 4972.168102555908, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17678571428571427, "fast_rcnn/fg_cls_accuracy": 0.8232142857142857, "iteration": 30279, "loss_box_reg": 0.007473804260371253, "loss_cls": 0.04050792925409041, "loss_rpn_cls": 0.0007473103304960205, "loss_rpn_loc": 0.0010928273804893252, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5018098298460245, "total_loss": 0.05102322106466772}
{"data_time": 0.0032072868198156357, "eta_seconds": 4962.071772739291, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24326599326599324, "fast_rcnn/fg_cls_accuracy": 0.7387914230019492, "iteration": 30299, "loss_box_reg": 0.007638562587089837, "loss_cls": 0.0366924142872449, "loss_rpn_cls": 0.0006748391161011114, "loss_rpn_loc": 0.0010252016909362283, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5234789345413446, "total_loss": 0.04547139762360075}
{"data_time": 0.003275013528764248, "eta_seconds": 4951.708610312082, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 30319, "loss_box_reg": 0.007454485312337056, "loss_cls": 0.03544477911782451, "loss_rpn_cls": 0.0007797624148224713, "loss_rpn_loc": 0.00132679937814828, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4980751946568489, "total_loss": 0.04613402407136391}
{"data_time": 0.00323596503585577, "eta_seconds": 4947.629596234299, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18327526132404182, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 30339, "loss_box_reg": 0.007404677075101063, "loss_cls": 0.03746269052498974, "loss_rpn_cls": 0.0007896259041331177, "loss_rpn_loc": 0.0014943539317755494, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5184614062309265, "total_loss": 0.048982274717843666}
{"data_time": 0.0031562969088554382, "eta_seconds": 4935.106939159334, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20360520094562648, "fast_rcnn/fg_cls_accuracy": 0.7963947990543736, "iteration": 30359, "loss_box_reg": 0.0071577570925001055, "loss_cls": 0.03717714789672755, "loss_rpn_cls": 0.0006271241188073873, "loss_rpn_loc": 0.0014993968197813956, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5118874534964561, "total_loss": 0.048121592663619595}
{"data_time": 0.0031784866005182266, "eta_seconds": 4924.869190089405, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2375, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 30379, "loss_box_reg": 0.007643633027328178, "loss_cls": 0.036699749500257894, "loss_rpn_cls": 0.000640659020490375, "loss_rpn_loc": 0.0011705190954671707, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094759780913591, "total_loss": 0.04659973402831952}
{"data_time": 0.003220958635210991, "eta_seconds": 4915.235063503496, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12531328320802004, "fast_rcnn/fg_cls_accuracy": 0.8644430844553244, "iteration": 30399, "loss_box_reg": 0.007540880353190005, "loss_cls": 0.037590698106214404, "loss_rpn_cls": 0.0009232283562727872, "loss_rpn_loc": 0.0012671648619289044, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.520360161550343, "total_loss": 0.048598376585403}
{"data_time": 0.0032035289332270622, "eta_seconds": 4904.393691949546, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.6837606837606838, "iteration": 30419, "loss_box_reg": 0.007531826689955778, "loss_cls": 0.038843494694447145, "loss_rpn_cls": 0.0010723987437017968, "loss_rpn_loc": 0.0012270501574676018, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49739515967667103, "total_loss": 0.049606699520310826}
{"data_time": 0.0033507952466607094, "eta_seconds": 4895.755640585907, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14722222222222223, "fast_rcnn/fg_cls_accuracy": 0.825, "iteration": 30439, "loss_box_reg": 0.007653428154299036, "loss_cls": 0.04029213485773653, "loss_rpn_cls": 0.001003649178244359, "loss_rpn_loc": 0.0014382993322215043, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5219357861205935, "total_loss": 0.05037287197592377}
{"data_time": 0.0033617233857512474, "eta_seconds": 4885.165557438508, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17628205128205127, "fast_rcnn/fg_cls_accuracy": 0.8237179487179487, "iteration": 30459, "loss_box_reg": 0.007543612606241368, "loss_cls": 0.03595978190423921, "loss_rpn_cls": 0.0010703342810529648, "loss_rpn_loc": 0.0012138791753386613, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5041802255436778, "total_loss": 0.04683664405615673}
{"data_time": 0.003266916610300541, "eta_seconds": 4873.680444739759, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27222222222222225, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 30479, "loss_box_reg": 0.007596434006700292, "loss_cls": 0.036563347501214594, "loss_rpn_cls": 0.00118894908018774, "loss_rpn_loc": 0.0012703273241641, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5134155098348856, "total_loss": 0.046892615437656104}
{"data_time": 0.0031370557844638824, "eta_seconds": 4865.03235448245, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18121693121693122, "fast_rcnn/fg_cls_accuracy": 0.8133116883116883, "iteration": 30499, "loss_box_reg": 0.007376968249445781, "loss_cls": 0.03631442255573347, "loss_rpn_cls": 0.0006671862163329934, "loss_rpn_loc": 0.0013712369145650882, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5114336097612977, "total_loss": 0.04881615868970357}
{"data_time": 0.0031592408195137978, "eta_seconds": 4854.4444659966975, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14935064935064934, "fast_rcnn/fg_cls_accuracy": 0.8403162055335969, "iteration": 30519, "loss_box_reg": 0.007759798871120438, "loss_cls": 0.039199157210532576, "loss_rpn_cls": 0.000605239047700934, "loss_rpn_loc": 0.0015442163730767788, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110362730920315, "total_loss": 0.049687807451732624}
{"data_time": 0.003166775219142437, "eta_seconds": 4842.967197529972, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18184885290148448, "fast_rcnn/fg_cls_accuracy": 0.8181511470985154, "iteration": 30539, "loss_box_reg": 0.007533068797783926, "loss_cls": 0.03687174525111914, "loss_rpn_cls": 0.001369013008741149, "loss_rpn_loc": 0.0015695231049903668, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5009196270257235, "total_loss": 0.04841738785188454}
{"data_time": 0.0029760459437966347, "eta_seconds": 4834.309068378992, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.20035714285714284, "fast_rcnn/fg_cls_accuracy": 0.7996428571428571, "iteration": 30559, "loss_box_reg": 0.007577230921015143, "loss_cls": 0.03560471217497252, "loss_rpn_cls": 0.0008117223101180571, "loss_rpn_loc": 0.0014768630535400007, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.514104344882071, "total_loss": 0.04644583306765071}
{"data_time": 0.0031344685703516006, "eta_seconds": 4823.723374554887, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13095238095238093, "fast_rcnn/fg_cls_accuracy": 0.8690476190476191, "iteration": 30579, "loss_box_reg": 0.00750970930675976, "loss_cls": 0.03984298079740256, "loss_rpn_cls": 0.0006392013269760355, "loss_rpn_loc": 0.0013897307908337098, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5135804684832692, "total_loss": 0.049713028441289}
{"data_time": 0.003192720003426075, "eta_seconds": 4811.945061095059, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14303959131545338, "fast_rcnn/fg_cls_accuracy": 0.8569604086845466, "iteration": 30599, "loss_box_reg": 0.007508104623411782, "loss_cls": 0.03647178897517733, "loss_rpn_cls": 0.0006591911104578685, "loss_rpn_loc": 0.0013100934811518528, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5015363302081823, "total_loss": 0.04613411082846142}
{"data_time": 0.003246503882110119, "eta_seconds": 4800.686967861839, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2827949901120633, "fast_rcnn/fg_cls_accuracy": 0.7172050098879368, "iteration": 30619, "loss_box_reg": 0.007865521707572043, "loss_cls": 0.039050407795002684, "loss_rpn_cls": 0.0005637483114355746, "loss_rpn_loc": 0.0012598716621141648, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5090195760130882, "total_loss": 0.05012363099490358}
{"data_time": 0.0032580317929387093, "eta_seconds": 4786.177676374093, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1567982456140351, "fast_rcnn/fg_cls_accuracy": 0.8223684210526316, "iteration": 30639, "loss_box_reg": 0.007173158781370148, "loss_cls": 0.037421053304569796, "loss_rpn_cls": 0.0008777829436894535, "loss_rpn_loc": 0.0014231019904400455, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5067921420559287, "total_loss": 0.04718447075902077}
{"data_time": 0.003175591118633747, "eta_seconds": 4781.540703110397, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22120098039215685, "fast_rcnn/fg_cls_accuracy": 0.7787990196078431, "iteration": 30659, "loss_box_reg": 0.007350720858084969, "loss_cls": 0.038064969499828294, "loss_rpn_cls": 0.0008049025057346171, "loss_rpn_loc": 0.0014962935201765504, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.520119272172451, "total_loss": 0.04786785427992868}
{"data_time": 0.0032522007822990417, "eta_seconds": 4762.9784108083695, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.276268115942029, "fast_rcnn/fg_cls_accuracy": 0.7113095238095238, "iteration": 30679, "loss_box_reg": 0.007392726984107867, "loss_cls": 0.03819791993009858, "loss_rpn_cls": 0.0006803884116308723, "loss_rpn_loc": 0.001151316866526031, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5029343599453568, "total_loss": 0.04868187114607281}
{"data_time": 0.003192557953298092, "eta_seconds": 4755.500327738002, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12024756852343059, "fast_rcnn/fg_cls_accuracy": 0.8499534016775396, "iteration": 30699, "loss_box_reg": 0.007563814957393333, "loss_cls": 0.03585764215677045, "loss_rpn_cls": 0.0005428096181958608, "loss_rpn_loc": 0.0012466715661503258, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5232608430087566, "total_loss": 0.046340341799805174}
{"data_time": 0.0031893691048026085, "eta_seconds": 4750.522509522736, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18873517786561267, "fast_rcnn/fg_cls_accuracy": 0.7871376811594203, "iteration": 30719, "loss_box_reg": 0.007791487325448543, "loss_cls": 0.041371267463546246, "loss_rpn_cls": 0.0006447290176083698, "loss_rpn_loc": 0.0011932587876799516, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5198541609570384, "total_loss": 0.051733066478874434}
{"data_time": 0.0030995961278676987, "eta_seconds": 4732.318749329075, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21748310810810811, "fast_rcnn/fg_cls_accuracy": 0.7825168918918919, "iteration": 30739, "loss_box_reg": 0.00737814701278694, "loss_cls": 0.03773699511657469, "loss_rpn_cls": 0.000615343686547476, "loss_rpn_loc": 0.0013777216627204325, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5142939519137144, "total_loss": 0.0479196131652202}
{"data_time": 0.0031058816239237785, "eta_seconds": 4713.918430007063, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15692307692307694, "fast_rcnn/fg_cls_accuracy": 0.8366666666666667, "iteration": 30759, "loss_box_reg": 0.0076376625802367926, "loss_cls": 0.03765887484769337, "loss_rpn_cls": 0.000847302406327799, "loss_rpn_loc": 0.0013442818726616679, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5208129500970244, "total_loss": 0.04954492451616943}
{"data_time": 0.003134261816740036, "eta_seconds": 4702.654306539334, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15920608108108109, "fast_rcnn/fg_cls_accuracy": 0.8272804054054055, "iteration": 30779, "loss_box_reg": 0.007507014699513093, "loss_cls": 0.037799141893628985, "loss_rpn_cls": 0.000662886363556936, "loss_rpn_loc": 0.0011319269578962121, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49778265692293644, "total_loss": 0.047336786187955227}
{"data_time": 0.003016919828951359, "eta_seconds": 4685.490346278995, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1614246068455134, "fast_rcnn/fg_cls_accuracy": 0.8385753931544866, "iteration": 30799, "loss_box_reg": 0.007557386095868424, "loss_cls": 0.036914643103955314, "loss_rpn_cls": 0.001061838693374284, "loss_rpn_loc": 0.0014720059825776843, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49331067875027657, "total_loss": 0.046052214996677776}
{"data_time": 0.0029799500480294228, "eta_seconds": 4676.980060879141, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1992857142857143, "fast_rcnn/fg_cls_accuracy": 0.8007142857142857, "iteration": 30819, "loss_box_reg": 0.007463554851710796, "loss_cls": 0.037730848853243515, "loss_rpn_cls": 0.0006535217572718466, "loss_rpn_loc": 0.001515956993898726, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179680064320564, "total_loss": 0.04715731488512631}
{"data_time": 0.003121810033917427, "eta_seconds": 4670.4654163606465, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.10643115942028986, "fast_rcnn/fg_cls_accuracy": 0.8913043478260869, "iteration": 30839, "loss_box_reg": 0.007743666996248066, "loss_cls": 0.0371290867915377, "loss_rpn_cls": 0.0008239926861790536, "loss_rpn_loc": 0.0009867618136922829, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5119293602183461, "total_loss": 0.04777896841255824}
{"data_time": 0.0032791178673505783, "eta_seconds": 4660.269006762654, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18853820598006643, "fast_rcnn/fg_cls_accuracy": 0.8114617940199336, "iteration": 30859, "loss_box_reg": 0.008147143147652969, "loss_cls": 0.03882482202607207, "loss_rpn_cls": 0.0005483887123176601, "loss_rpn_loc": 0.0012875706215709215, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5010293405503035, "total_loss": 0.04830432059216605}
{"data_time": 0.003175533376634121, "eta_seconds": 4651.654910524376, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15608695652173915, "fast_rcnn/fg_cls_accuracy": 0.8439130434782609, "iteration": 30879, "loss_box_reg": 0.00748434170964174, "loss_cls": 0.04312985925935209, "loss_rpn_cls": 0.000555337725472782, "loss_rpn_loc": 0.0012562131050799508, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5224035773426294, "total_loss": 0.05283245526834435}
{"data_time": 0.0032147010788321495, "eta_seconds": 4641.455031321384, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1943573667711599, "fast_rcnn/fg_cls_accuracy": 0.7937062937062938, "iteration": 30899, "loss_box_reg": 0.007681372328079306, "loss_cls": 0.036635251773986965, "loss_rpn_cls": 0.0008624123095586356, "loss_rpn_loc": 0.0013615763527923264, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5166241303086281, "total_loss": 0.04723647706441625}
{"data_time": 0.003321540541946888, "eta_seconds": 4630.390575134195, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.13696808510638298, "fast_rcnn/fg_cls_accuracy": 0.8500602167804094, "iteration": 30919, "loss_box_reg": 0.007830729853594676, "loss_cls": 0.038699764787452295, "loss_rpn_cls": 0.000723565671819415, "loss_rpn_loc": 0.00137566902776598, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5150481844320893, "total_loss": 0.04932373432740178}
{"data_time": 0.003314705565571785, "eta_seconds": 4621.055272915401, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2946236559139785, "fast_rcnn/fg_cls_accuracy": 0.7053763440860215, "iteration": 30939, "loss_box_reg": 0.007977734174346551, "loss_cls": 0.040221534960437566, "loss_rpn_cls": 0.0007699284001603246, "loss_rpn_loc": 0.001288403927901527, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49806015845388174, "total_loss": 0.05044221407240457}
{"data_time": 0.003261326812207699, "eta_seconds": 4611.896604879759, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17045454545454547, "fast_rcnn/fg_cls_accuracy": 0.8258599508599509, "iteration": 30959, "loss_box_reg": 0.00759257553727366, "loss_cls": 0.037366646516602486, "loss_rpn_cls": 0.0009461867483082642, "loss_rpn_loc": 0.0012068483556504361, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.519414434209466, "total_loss": 0.04855879568896171}
{"data_time": 0.0031049270182847977, "eta_seconds": 4603.121393705718, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.791304347826087, "iteration": 30979, "loss_box_reg": 0.007381972711300477, "loss_cls": 0.03780702140647918, "loss_rpn_cls": 0.0005967332078284926, "loss_rpn_loc": 0.0012238042345416034, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5063196634873748, "total_loss": 0.04666875493040834}
{"data_time": 0.0031791822984814644, "eta_seconds": 4589.598674901761, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1737012987012987, "fast_rcnn/fg_cls_accuracy": 0.8262987012987013, "iteration": 30999, "loss_box_reg": 0.007289504195796326, "loss_cls": 0.03598931181477383, "loss_rpn_cls": 0.0008533541545148182, "loss_rpn_loc": 0.0015200472753349459, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49499244149774313, "total_loss": 0.04731783936546208}
{"data_time": 0.003188835456967354, "eta_seconds": 4581.290057341568, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1324404761904762, "fast_rcnn/fg_cls_accuracy": 0.8675595238095237, "iteration": 31019, "loss_box_reg": 0.007632707158336416, "loss_cls": 0.03892923501553014, "loss_rpn_cls": 0.0007814068427443033, "loss_rpn_loc": 0.0011936535647691926, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5164241790771484, "total_loss": 0.04781368679289244}
{"data_time": 0.0033088456839323044, "eta_seconds": 4572.505355170928, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19242068155111636, "fast_rcnn/fg_cls_accuracy": 0.8075793184488838, "iteration": 31039, "loss_box_reg": 0.0073347073048353195, "loss_cls": 0.03808250723523088, "loss_rpn_cls": 0.0005766255170556178, "loss_rpn_loc": 0.001401318380885641, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5177169209346175, "total_loss": 0.046832941470238865}
{"data_time": 0.0032592304050922394, "eta_seconds": 4559.85599769745, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18537414965986393, "fast_rcnn/fg_cls_accuracy": 0.814625850340136, "iteration": 31059, "loss_box_reg": 0.007615332520799711, "loss_cls": 0.03945188282523304, "loss_rpn_cls": 0.0008331144777997679, "loss_rpn_loc": 0.0012302231498324545, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5081977732479572, "total_loss": 0.049099701233046744}
{"data_time": 0.0029051881283521652, "eta_seconds": 4555.06548021175, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7530487804878049, "iteration": 31079, "loss_box_reg": 0.006991308007854968, "loss_cls": 0.03455415734788403, "loss_rpn_cls": 0.0008485292507316444, "loss_rpn_loc": 0.0014372670575539814, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5239388328045607, "total_loss": 0.044455856506601776}
{"data_time": 0.003075564280152321, "eta_seconds": 4542.013562693261, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1784090909090909, "fast_rcnn/fg_cls_accuracy": 0.797979797979798, "iteration": 31099, "loss_box_reg": 0.007839898025849834, "loss_cls": 0.0369273463729769, "loss_rpn_cls": 0.0006753877334233493, "loss_rpn_loc": 0.0012721489183604717, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49643268901854753, "total_loss": 0.0469262876366372}
{"data_time": 0.0032119471579790115, "eta_seconds": 4537.931155353785, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8214285714285714, "iteration": 31119, "loss_box_reg": 0.007538116158684716, "loss_cls": 0.03730829956475645, "loss_rpn_cls": 0.0007732031200475831, "loss_rpn_loc": 0.0015277735838026274, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5208415258675814, "total_loss": 0.048010491149184986}
{"data_time": 0.003430982120335102, "eta_seconds": 4527.92100613378, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11634199134199133, "fast_rcnn/fg_cls_accuracy": 0.8836580086580086, "iteration": 31139, "loss_box_reg": 0.007789729512296617, "loss_cls": 0.03802015041583218, "loss_rpn_cls": 0.001164681578870841, "loss_rpn_loc": 0.0012393436572892824, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.507657534442842, "total_loss": 0.050107897955228964}
{"data_time": 0.0031897369772195816, "eta_seconds": 4514.21745438315, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19391824526420737, "fast_rcnn/fg_cls_accuracy": 0.7990196078431373, "iteration": 31159, "loss_box_reg": 0.007233160329633392, "loss_cls": 0.038646265311399475, "loss_rpn_cls": 0.001322270460349273, "loss_rpn_loc": 0.0012633317655854626, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.493863963522017, "total_loss": 0.0478626932995212}
{"data_time": 0.0030306540429592133, "eta_seconds": 4504.005447926, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15301003344481606, "fast_rcnn/fg_cls_accuracy": 0.8469899665551839, "iteration": 31179, "loss_box_reg": 0.007200629130238667, "loss_cls": 0.03746752953156829, "loss_rpn_cls": 0.0011210426093839487, "loss_rpn_loc": 0.001370757629047148, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5123654091730714, "total_loss": 0.04750365423973335}
{"data_time": 0.003143720328807831, "eta_seconds": 4497.053496032953, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 31199, "loss_box_reg": 0.0075214296230115, "loss_cls": 0.03581633552676067, "loss_rpn_cls": 0.00040431410923247313, "loss_rpn_loc": 0.0013113351014908403, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5233477121219039, "total_loss": 0.04564402690107272}
{"data_time": 0.0030787354335188866, "eta_seconds": 4486.468584372662, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21544117647058825, "fast_rcnn/fg_cls_accuracy": 0.7845588235294118, "iteration": 31219, "loss_box_reg": 0.007241335159051232, "loss_cls": 0.036613602860597894, "loss_rpn_cls": 0.0006900285742403867, "loss_rpn_loc": 0.0013450318310788134, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509310794994235, "total_loss": 0.046439089532896105}
{"data_time": 0.0033162515610456467, "eta_seconds": 4475.546611767262, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2517857142857143, "fast_rcnn/fg_cls_accuracy": 0.7273648648648648, "iteration": 31239, "loss_box_reg": 0.007340933370869607, "loss_cls": 0.0389129543909803, "loss_rpn_cls": 0.0009310102659583208, "loss_rpn_loc": 0.0014376331055245828, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4976150281727314, "total_loss": 0.0499990637870269}
{"data_time": 0.0032727131620049477, "eta_seconds": 4460.3685598811135, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.26934889434889436, "fast_rcnn/fg_cls_accuracy": 0.6922727272727274, "iteration": 31259, "loss_box_reg": 0.007212179101770744, "loss_cls": 0.03562094262451865, "loss_rpn_cls": 0.0011672023881175164, "loss_rpn_loc": 0.0010829804286913713, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5098644345998764, "total_loss": 0.04512176444268334}
{"data_time": 0.0033979322761297226, "eta_seconds": 4449.296789484099, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17863247863247864, "fast_rcnn/fg_cls_accuracy": 0.8213675213675213, "iteration": 31279, "loss_box_reg": 0.007253089977893978, "loss_cls": 0.038572887307964265, "loss_rpn_cls": 0.0012002876283077057, "loss_rpn_loc": 0.0011410077804612229, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48125762958079576, "total_loss": 0.050633268049352864}
{"data_time": 0.0032670795917510986, "eta_seconds": 4439.093150475994, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19663541092112521, "fast_rcnn/fg_cls_accuracy": 0.8033645890788748, "iteration": 31299, "loss_box_reg": 0.007543808780610561, "loss_cls": 0.03437681726063602, "loss_rpn_cls": 0.0006731073845855917, "loss_rpn_loc": 0.001231215490406612, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5134235844016075, "total_loss": 0.04615720144738589}
{"data_time": 0.003067593090236187, "eta_seconds": 4429.751683826558, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17708333333333331, "fast_rcnn/fg_cls_accuracy": 0.8229166666666667, "iteration": 31319, "loss_box_reg": 0.007160046399803832, "loss_cls": 0.03773638675920665, "loss_rpn_cls": 0.001175156510726083, "loss_rpn_loc": 0.001186311747005675, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5122740427032113, "total_loss": 0.04807460731518631}
{"data_time": 0.0035261735320091248, "eta_seconds": 4418.685872459784, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12169715447154472, "fast_rcnn/fg_cls_accuracy": 0.8783028455284553, "iteration": 31339, "loss_box_reg": 0.007890063978265971, "loss_cls": 0.03662048515980132, "loss_rpn_cls": 0.000807821103421702, "loss_rpn_loc": 0.0010875786647375207, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5218862732872367, "total_loss": 0.047154794635844155}
{"data_time": 0.003302966244518757, "eta_seconds": 4405.358766812831, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26111111111111107, "fast_rcnn/fg_cls_accuracy": 0.7388888888888889, "iteration": 31359, "loss_box_reg": 0.006991218644543551, "loss_cls": 0.03847800788935274, "loss_rpn_cls": 0.0005111351256630314, "loss_rpn_loc": 0.0011681385713018244, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4960936652496457, "total_loss": 0.04714641243498363}
{"data_time": 0.003106452524662018, "eta_seconds": 4393.441829365678, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19935064935064933, "fast_rcnn/fg_cls_accuracy": 0.7888026607538803, "iteration": 31379, "loss_box_reg": 0.007308772299438715, "loss_cls": 0.03676012784126215, "loss_rpn_cls": 0.0005868540163120883, "loss_rpn_loc": 0.0012232286353537347, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5056832190603018, "total_loss": 0.0464150482555965}
{"data_time": 0.0031575364992022514, "eta_seconds": 4381.037237229757, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11139112903225806, "fast_rcnn/fg_cls_accuracy": 0.8783410138248848, "iteration": 31399, "loss_box_reg": 0.007493361772503704, "loss_cls": 0.037886770034674555, "loss_rpn_cls": 0.0004134379561904211, "loss_rpn_loc": 0.0010547995116212405, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5104723135009408, "total_loss": 0.048283657480681086}
{"data_time": 0.003248552791774273, "eta_seconds": 4376.225374192931, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 31419, "loss_box_reg": 0.007849811459891498, "loss_cls": 0.03845702420221642, "loss_rpn_cls": 0.0006599058564802363, "loss_rpn_loc": 0.001533415535959648, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.51864202786237, "total_loss": 0.049476807146959345}
{"data_time": 0.0033288290724158287, "eta_seconds": 4360.66268898081, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22894021739130435, "fast_rcnn/fg_cls_accuracy": 0.7661490683229815, "iteration": 31439, "loss_box_reg": 0.007323759433347732, "loss_cls": 0.03660705121001229, "loss_rpn_cls": 0.000820157664833232, "loss_rpn_loc": 0.0013458052180794766, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5016751755028963, "total_loss": 0.046057439926897814}
{"data_time": 0.0031974315643310547, "eta_seconds": 4354.376718822867, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2476190476190476, "fast_rcnn/fg_cls_accuracy": 0.7523809523809524, "iteration": 31459, "loss_box_reg": 0.007756289938697591, "loss_cls": 0.03714827523799613, "loss_rpn_cls": 0.0008426071309060035, "loss_rpn_loc": 0.0013166939570510294, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5153028126806021, "total_loss": 0.04640352618559973}
{"data_time": 0.0032091373577713966, "eta_seconds": 4344.907950631343, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21776315789473683, "fast_rcnn/fg_cls_accuracy": 0.7822368421052632, "iteration": 31479, "loss_box_reg": 0.007071250904118642, "loss_cls": 0.034948589658597484, "loss_rpn_cls": 0.0006002207687743066, "loss_rpn_loc": 0.001481665623941808, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.512992856092751, "total_loss": 0.04458910970527086}
{"data_time": 0.0032025789842009544, "eta_seconds": 4332.490989943966, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.15386473429951691, "fast_rcnn/fg_cls_accuracy": 0.846135265700483, "iteration": 31499, "loss_box_reg": 0.007370982551947236, "loss_cls": 0.03905515032238327, "loss_rpn_cls": 0.0008053614045024915, "loss_rpn_loc": 0.0011429643818701152, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5018305163830519, "total_loss": 0.048437235005962975}
{"data_time": 0.0031366776674985886, "eta_seconds": 4322.2980926614255, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16353383458646614, "fast_rcnn/fg_cls_accuracy": 0.8364661654135338, "iteration": 31519, "loss_box_reg": 0.007595638860948384, "loss_cls": 0.037224581581540406, "loss_rpn_cls": 0.0010433060943171313, "loss_rpn_loc": 0.0015515748782490846, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5115539338439703, "total_loss": 0.04863249271454606}
{"data_time": 0.0033426713198423386, "eta_seconds": 4313.591080430895, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21045751633986928, "fast_rcnn/fg_cls_accuracy": 0.7895424836601307, "iteration": 31539, "loss_box_reg": 0.007119109766790643, "loss_cls": 0.035980522487079725, "loss_rpn_cls": 0.0008670476833003704, "loss_rpn_loc": 0.001370016485452652, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5090459147468209, "total_loss": 0.04588650134849104}
{"data_time": 0.003078118897974491, "eta_seconds": 4299.711127956398, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24740861974904527, "fast_rcnn/fg_cls_accuracy": 0.73992673992674, "iteration": 31559, "loss_box_reg": 0.007812955387635157, "loss_cls": 0.038774498883867636, "loss_rpn_cls": 0.0011239380336292015, "loss_rpn_loc": 0.0012598779121617554, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5003366135060787, "total_loss": 0.04956622449333281}
{"data_time": 0.003125576302409172, "eta_seconds": 4288.530587933958, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22477693891557995, "fast_rcnn/fg_cls_accuracy": 0.7346041055718475, "iteration": 31579, "loss_box_reg": 0.007409070298308507, "loss_cls": 0.03851507088984363, "loss_rpn_cls": 0.0010753263805440838, "loss_rpn_loc": 0.001120306869779597, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4987112106755376, "total_loss": 0.049064426733821165}
{"data_time": 0.0030886121094226837, "eta_seconds": 4279.335764241405, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 31599, "loss_box_reg": 0.007446718227583915, "loss_cls": 0.03573887195670977, "loss_rpn_cls": 0.0011041172626846674, "loss_rpn_loc": 0.001317654150625458, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5125147253274918, "total_loss": 0.04657831935946888}
{"data_time": 0.0030163098126649857, "eta_seconds": 4273.191209039651, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1618287373004354, "fast_rcnn/fg_cls_accuracy": 0.8381712626995645, "iteration": 31619, "loss_box_reg": 0.0070725896512158215, "loss_cls": 0.033391515782568604, "loss_rpn_cls": 0.0007019370779062228, "loss_rpn_loc": 0.0011590305502977571, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5262891380116343, "total_loss": 0.04467080317542127}
{"data_time": 0.0032205404713749886, "eta_seconds": 4265.279145422392, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18358633776091082, "fast_rcnn/fg_cls_accuracy": 0.8164136622390892, "iteration": 31639, "loss_box_reg": 0.007128638448193669, "loss_cls": 0.036548185715219006, "loss_rpn_cls": 0.0009769816666107545, "loss_rpn_loc": 0.0014032269737072056, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.514638545922935, "total_loss": 0.04670296857000267}
{"data_time": 0.0035187629982829094, "eta_seconds": 4250.94781168364, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.8245614035087719, "iteration": 31659, "loss_box_reg": 0.007549545378424227, "loss_cls": 0.035185892455046996, "loss_rpn_cls": 0.0006402111700936075, "loss_rpn_loc": 0.0014062755290069617, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49940567184239626, "total_loss": 0.04464357069679181}
{"data_time": 0.0029504550620913506, "eta_seconds": 4241.46547702793, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25611210494931425, "fast_rcnn/fg_cls_accuracy": 0.7438878950506858, "iteration": 31679, "loss_box_reg": 0.007620770862558857, "loss_cls": 0.03984128046431579, "loss_rpn_cls": 0.0011762501123939728, "loss_rpn_loc": 0.0011833371208922472, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49475104734301567, "total_loss": 0.05072022876987603}
{"data_time": 0.0031849145889282227, "eta_seconds": 4229.2321230126545, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21286031042128603, "fast_rcnn/fg_cls_accuracy": 0.7613821138211383, "iteration": 31699, "loss_box_reg": 0.00689089295337908, "loss_cls": 0.03753367779427208, "loss_rpn_cls": 0.0010012239043248883, "loss_rpn_loc": 0.0015754041996842716, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5153265940025449, "total_loss": 0.04713471916937806}
{"data_time": 0.0031975768506526947, "eta_seconds": 4216.751835809089, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21260683760683763, "fast_rcnn/fg_cls_accuracy": 0.7873931623931625, "iteration": 31719, "loss_box_reg": 0.007089673541486263, "loss_cls": 0.03554839582648128, "loss_rpn_cls": 0.0008628701893371726, "loss_rpn_loc": 0.0013718568152398802, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.506710390560329, "total_loss": 0.04473619077813851}
{"data_time": 0.003246767446398735, "eta_seconds": 4204.026952759363, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2271889400921659, "fast_rcnn/fg_cls_accuracy": 0.7728110599078342, "iteration": 31739, "loss_box_reg": 0.007797111524268985, "loss_cls": 0.03696980734821409, "loss_rpn_cls": 0.0005850038808148383, "loss_rpn_loc": 0.0012665155263675842, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4947911789640784, "total_loss": 0.046454757601736674}
{"data_time": 0.0032367175444960594, "eta_seconds": 4189.910179291852, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19117647058823528, "fast_rcnn/fg_cls_accuracy": 0.8088235294117647, "iteration": 31759, "loss_box_reg": 0.007143329625250772, "loss_cls": 0.03843688595225103, "loss_rpn_cls": 0.0007614918437184315, "loss_rpn_loc": 0.001253680175068439, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4888405008241534, "total_loss": 0.0479951060509336}
{"data_time": 0.003263348713517189, "eta_seconds": 4178.557183366269, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8492424242424242, "iteration": 31779, "loss_box_reg": 0.007202627049991861, "loss_cls": 0.037663393130060285, "loss_rpn_cls": 0.0008395093820752209, "loss_rpn_loc": 0.0012131797793699661, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4992150403559208, "total_loss": 0.046641544655415146}
{"data_time": 0.0035047680139541626, "eta_seconds": 4175.185439306311, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14154704944178628, "fast_rcnn/fg_cls_accuracy": 0.8284977433913604, "iteration": 31799, "loss_box_reg": 0.007116778579074889, "loss_cls": 0.038693235139362514, "loss_rpn_cls": 0.0006543012186739361, "loss_rpn_loc": 0.0012615711348189507, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5246751047670841, "total_loss": 0.04794314529596022}
{"data_time": 0.0032589752227067947, "eta_seconds": 4163.656068571843, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19514627659574468, "fast_rcnn/fg_cls_accuracy": 0.7982329606923909, "iteration": 31819, "loss_box_reg": 0.0076690807327395305, "loss_cls": 0.04046438160003163, "loss_rpn_cls": 0.0007879080348232037, "loss_rpn_loc": 0.001173228749394184, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5033570248633623, "total_loss": 0.050277516781605414}
{"data_time": 0.0031812991946935654, "eta_seconds": 4148.380207254551, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.149468085106383, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 31839, "loss_box_reg": 0.007335615577176213, "loss_cls": 0.038402275793487206, "loss_rpn_cls": 0.001287147857169657, "loss_rpn_loc": 0.0013726016622968018, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49813191778957844, "total_loss": 0.049992449369085534}
{"data_time": 0.003118164837360382, "eta_seconds": 4137.791740045883, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14126984126984127, "fast_rcnn/fg_cls_accuracy": 0.8587301587301588, "iteration": 31859, "loss_box_reg": 0.007219021528726444, "loss_cls": 0.034543054789537564, "loss_rpn_cls": 0.0008811656283000957, "loss_rpn_loc": 0.0011390579456929117, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5066774170845747, "total_loss": 0.04480102650393292}
{"data_time": 0.003042645752429962, "eta_seconds": 4128.796560673043, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16807909604519772, "fast_rcnn/fg_cls_accuracy": 0.8319209039548023, "iteration": 31879, "loss_box_reg": 0.00790121906902641, "loss_cls": 0.03985157419811003, "loss_rpn_cls": 0.0006227444167734575, "loss_rpn_loc": 0.0012840374711231561, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5171058913692832, "total_loss": 0.05117236956812121}
{"data_time": 0.0031567346304655075, "eta_seconds": 4117.461108722724, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13986013986013984, "fast_rcnn/fg_cls_accuracy": 0.8454816709292412, "iteration": 31899, "loss_box_reg": 0.007243092200951651, "loss_cls": 0.03511666308622807, "loss_rpn_cls": 0.0006802690722906846, "loss_rpn_loc": 0.0013274286247906275, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5160692017525434, "total_loss": 0.04424452067689799}
{"data_time": 0.0031394939869642258, "eta_seconds": 4107.295793061145, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18282988871224165, "fast_rcnn/fg_cls_accuracy": 0.8171701112877583, "iteration": 31919, "loss_box_reg": 0.007205923582660034, "loss_cls": 0.03901989525184035, "loss_rpn_cls": 0.0011587669586674565, "loss_rpn_loc": 0.001328982543782331, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163465077057481, "total_loss": 0.050147543143076234}
{"data_time": 0.003267691470682621, "eta_seconds": 4098.291968425736, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19682539682539682, "fast_rcnn/fg_cls_accuracy": 0.8031746031746032, "iteration": 31939, "loss_box_reg": 0.00728342097136192, "loss_cls": 0.03529157262528315, "loss_rpn_cls": 0.0011348129010286812, "loss_rpn_loc": 0.0012010077844024636, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5131226973608136, "total_loss": 0.0452245494041108}
{"data_time": 0.0030089998617768288, "eta_seconds": 4086.965161737986, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18857927786499215, "fast_rcnn/fg_cls_accuracy": 0.7956864564007421, "iteration": 31959, "loss_box_reg": 0.007532949937740341, "loss_cls": 0.039439063461031765, "loss_rpn_cls": 0.0009614657281247219, "loss_rpn_loc": 0.0011909533004654804, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5119235683232546, "total_loss": 0.049051190488029306}
{"data_time": 0.003160097636282444, "eta_seconds": 4077.9555735941976, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23963317384370014, "fast_rcnn/fg_cls_accuracy": 0.7603668261562999, "iteration": 31979, "loss_box_reg": 0.00736189101007767, "loss_cls": 0.039204522588988766, "loss_rpn_cls": 0.0008803706236761855, "loss_rpn_loc": 0.001464003315049922, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5081233670935035, "total_loss": 0.04838417074250856}
{"data_time": 0.003345869481563568, "eta_seconds": 4070.6340847285464, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.27365967365967364, "fast_rcnn/fg_cls_accuracy": 0.7263403263403263, "iteration": 31999, "loss_box_reg": 0.007499573228415102, "loss_cls": 0.04067021553055383, "loss_rpn_cls": 0.001082642834461467, "loss_rpn_loc": 0.001341662771665142, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5064425216987729, "total_loss": 0.05176055887267239}
{"data_time": 0.0029833074659109116, "eta_seconds": 4058.872928151861, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1527777777777778, "fast_rcnn/fg_cls_accuracy": 0.8472222222222223, "iteration": 32019, "loss_box_reg": 0.007074246706906706, "loss_cls": 0.03984843043144792, "loss_rpn_cls": 0.0010511215306507893, "loss_rpn_loc": 0.0010791054046421777, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5074253752827644, "total_loss": 0.049116870382249544}
{"data_time": 0.0032533807680010796, "eta_seconds": 4045.0266224481165, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12961926091825307, "fast_rcnn/fg_cls_accuracy": 0.870380739081747, "iteration": 32039, "loss_box_reg": 0.007376993598882109, "loss_cls": 0.03638984545250423, "loss_rpn_cls": 0.0009156545719406495, "loss_rpn_loc": 0.0014187703891366255, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5009537544101477, "total_loss": 0.04575703666294828}
{"data_time": 0.0033705858513712883, "eta_seconds": 4032.0536575522274, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7879711751662971, "iteration": 32059, "loss_box_reg": 0.007528875663410872, "loss_cls": 0.03831392482970841, "loss_rpn_cls": 0.0006164211294787947, "loss_rpn_loc": 0.001188167185318889, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5031880214810371, "total_loss": 0.04789430325581634}
{"data_time": 0.003046679310500622, "eta_seconds": 4016.9470434142277, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 32079, "loss_box_reg": 0.007369173690676689, "loss_cls": 0.036233630642527714, "loss_rpn_cls": 0.0006520065298047939, "loss_rpn_loc": 0.0011589341484068427, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49773247353732586, "total_loss": 0.04705853056142928}
{"data_time": 0.00335589237511158, "eta_seconds": 4011.1171469567344, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19202898550724637, "fast_rcnn/fg_cls_accuracy": 0.8079710144927537, "iteration": 32099, "loss_box_reg": 0.0073683297232491896, "loss_cls": 0.03570004666107707, "loss_rpn_cls": 0.0008524496178097252, "loss_rpn_loc": 0.0010982095191138797, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132370237261057, "total_loss": 0.04528927209082667}
{"data_time": 0.003069513477385044, "eta_seconds": 3999.8791979933158, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2236111111111111, "fast_rcnn/fg_cls_accuracy": 0.7763888888888889, "iteration": 32119, "loss_box_reg": 0.00724105560220778, "loss_cls": 0.03778829437214881, "loss_rpn_cls": 0.0011408831301196187, "loss_rpn_loc": 0.0013096472994220676, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.523792284540832, "total_loss": 0.04916679957227643}
{"data_time": 0.003245498053729534, "eta_seconds": 3987.948610796593, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3307543520309478, "fast_rcnn/fg_cls_accuracy": 0.6692456479690523, "iteration": 32139, "loss_box_reg": 0.007113725412636995, "loss_cls": 0.03531664807815105, "loss_rpn_cls": 0.0012271495303934898, "loss_rpn_loc": 0.0012831928870582487, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4956694580614567, "total_loss": 0.04615817189073823}
{"data_time": 0.003222634084522724, "eta_seconds": 3976.3769432408735, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1401482127288579, "fast_rcnn/fg_cls_accuracy": 0.8598517872711422, "iteration": 32159, "loss_box_reg": 0.007017311902018264, "loss_cls": 0.03760518287890591, "loss_rpn_cls": 0.0005459940368837124, "loss_rpn_loc": 0.001192960995467729, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4967255499213934, "total_loss": 0.0471848100073089}
{"data_time": 0.003304329700767994, "eta_seconds": 3967.6562886452302, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26572528883183566, "fast_rcnn/fg_cls_accuracy": 0.7342747111681642, "iteration": 32179, "loss_box_reg": 0.0073650560807436705, "loss_cls": 0.037659374094801024, "loss_rpn_cls": 0.0006588439822508008, "loss_rpn_loc": 0.0011193328300578287, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5230211578309536, "total_loss": 0.045734385327136806}
{"data_time": 0.0032037636265158653, "eta_seconds": 3957.510127569549, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1325, "fast_rcnn/fg_cls_accuracy": 0.8674999999999999, "iteration": 32199, "loss_box_reg": 0.007003581544267945, "loss_cls": 0.03584984425106086, "loss_rpn_cls": 0.0005469544643688096, "loss_rpn_loc": 0.001150888680058415, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343452384695411, "total_loss": 0.046199414113687}
{"data_time": 0.0033482052385807037, "eta_seconds": 3945.2101982804015, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.15275142314990514, "fast_rcnn/fg_cls_accuracy": 0.8301320528211285, "iteration": 32219, "loss_box_reg": 0.0070398943207692355, "loss_cls": 0.036333677475340664, "loss_rpn_cls": 0.000589003884840622, "loss_rpn_loc": 0.001188484644444543, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5023565236479044, "total_loss": 0.04467098557194049}
{"data_time": 0.003227776847779751, "eta_seconds": 3938.9750609854236, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1457156308851224, "fast_rcnn/fg_cls_accuracy": 0.8542843691148776, "iteration": 32239, "loss_box_reg": 0.007476903265342116, "loss_cls": 0.038700317323673517, "loss_rpn_cls": 0.0009487824388543231, "loss_rpn_loc": 0.0014671350545540918, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5179764544591308, "total_loss": 0.049102907536735074}
{"data_time": 0.0030260253697633743, "eta_seconds": 3928.8243714841083, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1378986866791745, "fast_rcnn/fg_cls_accuracy": 0.8293269230769231, "iteration": 32259, "loss_box_reg": 0.007092132029356435, "loss_cls": 0.03841240581823513, "loss_rpn_cls": 0.0005775402565006971, "loss_rpn_loc": 0.0012480310215323698, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5099360849708319, "total_loss": 0.0486123112482062}
{"data_time": 0.003518051467835903, "eta_seconds": 3923.812358506955, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12931995540691194, "fast_rcnn/fg_cls_accuracy": 0.8250265111346766, "iteration": 32279, "loss_box_reg": 0.0069422216329257935, "loss_cls": 0.03808276288327761, "loss_rpn_cls": 0.0006091443269156116, "loss_rpn_loc": 0.0011373847810318694, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.509478859603405, "total_loss": 0.0465949066354483}
{"data_time": 0.0032507488504052162, "eta_seconds": 3914.620545476675, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22628992628992628, "fast_rcnn/fg_cls_accuracy": 0.7737100737100737, "iteration": 32299, "loss_box_reg": 0.006958822981687263, "loss_cls": 0.037307926919311285, "loss_rpn_cls": 0.0008359370398238752, "loss_rpn_loc": 0.001243668224560679, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5195232378318906, "total_loss": 0.0469553313121196}
{"data_time": 0.003033083863556385, "eta_seconds": 3906.3028393853456, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18137254901960784, "fast_rcnn/fg_cls_accuracy": 0.8186274509803921, "iteration": 32319, "loss_box_reg": 0.007575964365969412, "loss_cls": 0.040358964703045785, "loss_rpn_cls": 0.0011058714471232634, "loss_rpn_loc": 0.0012896737716800999, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.522952439263463, "total_loss": 0.0505134568510357}
{"data_time": 0.0031776726245880127, "eta_seconds": 3896.1315001342446, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2909199522102748, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 32339, "loss_box_reg": 0.007133144812542014, "loss_cls": 0.038430661254096776, "loss_rpn_cls": 0.0013457273377071033, "loss_rpn_loc": 0.0011329635544825578, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5133729400113225, "total_loss": 0.04741158400837264}
{"data_time": 0.0031446730718016624, "eta_seconds": 3889.0854764347896, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1759504862953139, "fast_rcnn/fg_cls_accuracy": 0.8240495137046862, "iteration": 32359, "loss_box_reg": 0.007044100115308538, "loss_cls": 0.036286511312937364, "loss_rpn_cls": 0.0007128170991848037, "loss_rpn_loc": 0.0014891340579197276, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5274136429652572, "total_loss": 0.04671612834506789}
{"data_time": 0.0031274277716875076, "eta_seconds": 3879.393654830754, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24285714285714285, "fast_rcnn/fg_cls_accuracy": 0.7008928571428572, "iteration": 32379, "loss_box_reg": 0.007422360824421048, "loss_cls": 0.03747917851433158, "loss_rpn_cls": 0.0011172384650990352, "loss_rpn_loc": 0.001310219809965929, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5084731839597225, "total_loss": 0.04706063997855381}
{"data_time": 0.003149549476802349, "eta_seconds": 3869.938330720179, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2501291989664083, "fast_rcnn/fg_cls_accuracy": 0.7498708010335917, "iteration": 32399, "loss_box_reg": 0.007476120590581559, "loss_cls": 0.03889321078895591, "loss_rpn_cls": 0.0012558857853264271, "loss_rpn_loc": 0.0012318313802097691, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5144939087331295, "total_loss": 0.04804088364369363}
{"data_time": 0.003116639330983162, "eta_seconds": 3859.7556223114952, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.19642857142857142, "fast_rcnn/fg_cls_accuracy": 0.8017857142857143, "iteration": 32419, "loss_box_reg": 0.007355388370342553, "loss_cls": 0.03762128358357586, "loss_rpn_cls": 0.0008865654100418396, "loss_rpn_loc": 0.0013729638303630054, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5217965748161077, "total_loss": 0.04718874774454207}
{"data_time": 0.003226560540497303, "eta_seconds": 3848.851256288588, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25609756097560976, "fast_rcnn/fg_cls_accuracy": 0.7184743124026984, "iteration": 32439, "loss_box_reg": 0.0073749493167269975, "loss_cls": 0.036346039472846314, "loss_rpn_cls": 0.0007045929155538033, "loss_rpn_loc": 0.0013118966462570825, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4989408301189542, "total_loss": 0.04640630546913371}
{"data_time": 0.003150275908410549, "eta_seconds": 3838.670456774533, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7537878787878788, "iteration": 32459, "loss_box_reg": 0.007179993408499286, "loss_cls": 0.03370593805448152, "loss_rpn_cls": 0.0009609588420005366, "loss_rpn_loc": 0.0011768927997763967, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5105592934414744, "total_loss": 0.04464067031258878}
{"data_time": 0.003306782804429531, "eta_seconds": 3825.8633425869048, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1622960372960373, "fast_rcnn/fg_cls_accuracy": 0.8301282051282051, "iteration": 32479, "loss_box_reg": 0.007167122297687456, "loss_cls": 0.03486936484114267, "loss_rpn_cls": 0.0006849051924291416, "loss_rpn_loc": 0.0012360269029159099, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4818600667640567, "total_loss": 0.0451379498241522}
{"data_time": 0.003171240910887718, "eta_seconds": 3816.2512522870675, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15966386554621848, "fast_rcnn/fg_cls_accuracy": 0.8403361344537814, "iteration": 32499, "loss_box_reg": 0.007069428756949492, "loss_cls": 0.03893507950124331, "loss_rpn_cls": 0.0006020281755354517, "loss_rpn_loc": 0.0011553842123248614, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5060683898627758, "total_loss": 0.048058774580965746}
{"data_time": 0.0032226527109742165, "eta_seconds": 3805.5157114602625, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17131327953044756, "fast_rcnn/fg_cls_accuracy": 0.8286867204695525, "iteration": 32519, "loss_box_reg": 0.007168567506596446, "loss_cls": 0.03666367617552169, "loss_rpn_cls": 0.0008491644389323483, "loss_rpn_loc": 0.0012638173357117921, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5100716156885028, "total_loss": 0.04575765197225223}
{"data_time": 0.0030393563210964203, "eta_seconds": 3794.4181076232344, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.24761904761904763, "fast_rcnn/fg_cls_accuracy": 0.7523809523809524, "iteration": 32539, "loss_box_reg": 0.007253719551954418, "loss_cls": 0.036847752693574876, "loss_rpn_cls": 0.0007318127779853967, "loss_rpn_loc": 0.0015796175866853446, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5015155747532845, "total_loss": 0.046219392459761366}
{"data_time": 0.0030926205217838287, "eta_seconds": 3784.692434825003, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1975, "fast_rcnn/fg_cls_accuracy": 0.7775000000000001, "iteration": 32559, "loss_box_reg": 0.007047539082122967, "loss_cls": 0.03626598190749064, "loss_rpn_cls": 0.0007834439122120784, "loss_rpn_loc": 0.0013103789806336863, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504061215557158, "total_loss": 0.044948193489631194}
{"data_time": 0.0032716719433665276, "eta_seconds": 3775.610252200626, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12609970674486803, "fast_rcnn/fg_cls_accuracy": 0.873900293255132, "iteration": 32579, "loss_box_reg": 0.0073265738028567284, "loss_cls": 0.038165375153766945, "loss_rpn_cls": 0.0008499660116569885, "loss_rpn_loc": 0.0013325877171155298, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5165313500910997, "total_loss": 0.048847192042103416}
{"data_time": 0.0032166289165616035, "eta_seconds": 3764.820449206978, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14756756756756756, "fast_rcnn/fg_cls_accuracy": 0.8524324324324324, "iteration": 32599, "loss_box_reg": 0.007332541164942086, "loss_cls": 0.037131394899915904, "loss_rpn_cls": 0.0010757524721611844, "loss_rpn_loc": 0.001030825978887151, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49481356982141733, "total_loss": 0.04781290800963234}
{"data_time": 0.003152669407427311, "eta_seconds": 3753.7327506188303, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2852998065764023, "fast_rcnn/fg_cls_accuracy": 0.7147001934235977, "iteration": 32619, "loss_box_reg": 0.00724246067693457, "loss_cls": 0.03570107219275087, "loss_rpn_cls": 0.0006902907705352845, "loss_rpn_loc": 0.0014424687942664605, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5198310660198331, "total_loss": 0.0461517637952511}
{"data_time": 0.003201012499630451, "eta_seconds": 3741.588799166493, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17567567567567569, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 32639, "loss_box_reg": 0.00728450805763714, "loss_cls": 0.0376231882837601, "loss_rpn_cls": 0.001098589659022764, "loss_rpn_loc": 0.001384021386911627, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4933325480669737, "total_loss": 0.04824333133785785}
{"data_time": 0.0033949362114071846, "eta_seconds": 3734.2990025170147, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11144883485309016, "fast_rcnn/fg_cls_accuracy": 0.8885511651469098, "iteration": 32659, "loss_box_reg": 0.007370055827777833, "loss_cls": 0.036180971685098484, "loss_rpn_cls": 0.0007834373402317851, "loss_rpn_loc": 0.0012698612863459857, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5171216316521168, "total_loss": 0.045728345839563644}
{"data_time": 0.0029846839606761932, "eta_seconds": 3725.8856494389474, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1762272476558191, "fast_rcnn/fg_cls_accuracy": 0.8237727523441809, "iteration": 32679, "loss_box_reg": 0.007008426691754721, "loss_cls": 0.0354382801160682, "loss_rpn_cls": 0.0006364529396591934, "loss_rpn_loc": 0.0010993739033438032, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5248574782162905, "total_loss": 0.046521653288209563}
{"data_time": 0.0032394016161561012, "eta_seconds": 3715.4603219423443, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18106617647058823, "fast_rcnn/fg_cls_accuracy": 0.8042279411764706, "iteration": 32699, "loss_box_reg": 0.006946234148927033, "loss_cls": 0.037958083412377164, "loss_rpn_cls": 0.00088269112576711, "loss_rpn_loc": 0.001282445911783725, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5093506593257189, "total_loss": 0.04840761910131164}
{"data_time": 0.003151257522404194, "eta_seconds": 3708.322989053093, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13118279569892471, "fast_rcnn/fg_cls_accuracy": 0.8688172043010753, "iteration": 32719, "loss_box_reg": 0.007423371513141319, "loss_cls": 0.04041240725200623, "loss_rpn_cls": 0.0007258983659994556, "loss_rpn_loc": 0.0012209230008011218, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5270678205415606, "total_loss": 0.049310905580796316}
{"data_time": 0.0031072525307536125, "eta_seconds": 3699.3990801153705, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17077922077922078, "fast_rcnn/fg_cls_accuracy": 0.8292207792207792, "iteration": 32739, "loss_box_reg": 0.007031995133729652, "loss_cls": 0.037994446291122586, "loss_rpn_cls": 0.0007643831852135463, "loss_rpn_loc": 0.001329866701780702, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5034785522148013, "total_loss": 0.04816783737405217}
{"data_time": 0.0033167051151394844, "eta_seconds": 3689.7696631969884, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34879032258064513, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 32759, "loss_box_reg": 0.006872416299302131, "loss_cls": 0.0344283931190148, "loss_rpn_cls": 0.0006421364513471417, "loss_rpn_loc": 0.0012384613128233468, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5095726894214749, "total_loss": 0.04420867236171944}
{"data_time": 0.0033161211758852005, "eta_seconds": 3681.4396912408993, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2805605247465712, "fast_rcnn/fg_cls_accuracy": 0.7194394752534288, "iteration": 32779, "loss_box_reg": 0.006956357334274799, "loss_cls": 0.03506906272377819, "loss_rpn_cls": 0.0007614486114206898, "loss_rpn_loc": 0.0012861192608397687, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5149046638980508, "total_loss": 0.04460749510577955}
{"data_time": 0.003061136230826378, "eta_seconds": 3669.387010728009, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2037735849056604, "fast_rcnn/fg_cls_accuracy": 0.7890835579514826, "iteration": 32799, "loss_box_reg": 0.007374268432613462, "loss_cls": 0.03792215045541525, "loss_rpn_cls": 0.000660559162639629, "loss_rpn_loc": 0.0011668988390738377, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5047786375507712, "total_loss": 0.04690068359028032}
{"data_time": 0.003432951867580414, "eta_seconds": 3659.1956844935194, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 32819, "loss_box_reg": 0.007537992030847818, "loss_cls": 0.035768998524872586, "loss_rpn_cls": 0.0007644462430675958, "loss_rpn_loc": 0.0012629283737624064, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49469898734241724, "total_loss": 0.045389338705660975}
{"data_time": 0.003165271133184433, "eta_seconds": 3650.24212194141, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 32839, "loss_box_reg": 0.0074734836525749415, "loss_cls": 0.03729715142981149, "loss_rpn_cls": 0.0006067486655183529, "loss_rpn_loc": 0.0013904581646784209, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5097913602367043, "total_loss": 0.04763585607051368}
{"data_time": 0.0031296275556087494, "eta_seconds": 3642.2512526828796, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2326388888888889, "fast_rcnn/fg_cls_accuracy": 0.7673611111111112, "iteration": 32859, "loss_box_reg": 0.007200524531072006, "loss_cls": 0.037853709363844246, "loss_rpn_cls": 0.0007308964588332856, "loss_rpn_loc": 0.0011847548921650741, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5320863462984562, "total_loss": 0.0493810522004452}
{"data_time": 0.0033687716349959373, "eta_seconds": 3632.050296926871, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.20900178253119428, "fast_rcnn/fg_cls_accuracy": 0.7875564152159897, "iteration": 32879, "loss_box_reg": 0.007427453965647146, "loss_cls": 0.035479567712172866, "loss_rpn_cls": 0.0007530941793163493, "loss_rpn_loc": 0.0011783576101151993, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5165950898081064, "total_loss": 0.044282538473112254}
{"data_time": 0.0033585205674171448, "eta_seconds": 3620.79295563139, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22478991596638653, "fast_rcnn/fg_cls_accuracy": 0.7752100840336134, "iteration": 32899, "loss_box_reg": 0.007266887463629246, "loss_cls": 0.03854708300787024, "loss_rpn_cls": 0.0006740048448392599, "loss_rpn_loc": 0.0009980883605749113, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5119487727060914, "total_loss": 0.04859115073745102}
{"data_time": 0.0033197645097970963, "eta_seconds": 3611.6483854148537, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1314655172413793, "fast_rcnn/fg_cls_accuracy": 0.8685344827586207, "iteration": 32919, "loss_box_reg": 0.0070327952853403986, "loss_cls": 0.03650520741939545, "loss_rpn_cls": 0.0006024184716011405, "loss_rpn_loc": 0.0012391823802317958, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5127444108948112, "total_loss": 0.04645606980193406}
{"data_time": 0.0030491407960653305, "eta_seconds": 3600.396994749084, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.798406862745098, "iteration": 32939, "loss_box_reg": 0.007521019579144195, "loss_cls": 0.03624023648444563, "loss_rpn_cls": 0.0010452579333986023, "loss_rpn_loc": 0.0010487266572454246, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.504416149109602, "total_loss": 0.04599302036635322}
{"data_time": 0.0032534506171941757, "eta_seconds": 3590.199014307931, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.25923852183650614, "fast_rcnn/fg_cls_accuracy": 0.7407614781634938, "iteration": 32959, "loss_box_reg": 0.007181798835517839, "loss_cls": 0.03736489173024893, "loss_rpn_cls": 0.001312388863311753, "loss_rpn_loc": 0.0012109963936381973, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.509521915577352, "total_loss": 0.047096829748056734}
{"data_time": 0.0032950788736343384, "eta_seconds": 3582.4947551246732, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19913419913419914, "fast_rcnn/fg_cls_accuracy": 0.7758858720662678, "iteration": 32979, "loss_box_reg": 0.007245299784699455, "loss_cls": 0.038929780188482255, "loss_rpn_cls": 0.0005696253928135775, "loss_rpn_loc": 0.0014355135590449208, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5211115181446075, "total_loss": 0.04900294248886894}
{"data_time": 0.0032432153820991516, "eta_seconds": 3573.0067680208012, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2821969696969697, "fast_rcnn/fg_cls_accuracy": 0.7067736185383244, "iteration": 32999, "loss_box_reg": 0.007231246505398303, "loss_cls": 0.03719169198302552, "loss_rpn_cls": 0.000810389563184799, "loss_rpn_loc": 0.0013614441577374237, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5160765238106251, "total_loss": 0.045915817104514645}
{"data_time": 0.003165776841342449, "eta_seconds": 3562.799635416828, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08452380952380953, "fast_rcnn/fg_cls_accuracy": 0.8942307692307692, "iteration": 33019, "loss_box_reg": 0.007014888658886775, "loss_cls": 0.03684228798374534, "loss_rpn_cls": 0.00048798908420621956, "loss_rpn_loc": 0.0012078745548933512, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5112604172900319, "total_loss": 0.04703531944392125}
{"data_time": 0.0031158067286014557, "eta_seconds": 3554.2420535758138, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.10727969348659003, "fast_rcnn/fg_cls_accuracy": 0.860897435897436, "iteration": 33039, "loss_box_reg": 0.007248408466693945, "loss_cls": 0.03461559137213044, "loss_rpn_cls": 0.0006614061837808549, "loss_rpn_loc": 0.001112670583097497, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.513899409212172, "total_loss": 0.04434592977281682}
{"data_time": 0.0031539304181933403, "eta_seconds": 3545.8494323249906, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24603174603174605, "fast_rcnn/fg_cls_accuracy": 0.753968253968254, "iteration": 33059, "loss_box_reg": 0.007449186377925798, "loss_cls": 0.03445838394691236, "loss_rpn_cls": 0.0007767251104837669, "loss_rpn_loc": 0.0012514515346992994, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49800520297139883, "total_loss": 0.043394329228476636}
{"data_time": 0.0032788394019007683, "eta_seconds": 3540.004915287718, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25297619047619047, "fast_rcnn/fg_cls_accuracy": 0.6968005952380952, "iteration": 33079, "loss_box_reg": 0.007401434006169438, "loss_cls": 0.03743355063488707, "loss_rpn_cls": 0.00099562238699491, "loss_rpn_loc": 0.001350213791738497, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5204043723642826, "total_loss": 0.048189094099001295}
{"data_time": 0.0031877150759100914, "eta_seconds": 3529.3823052048683, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.08024296675191817, "fast_rcnn/fg_cls_accuracy": 0.9117647058823529, "iteration": 33099, "loss_box_reg": 0.007141545211197808, "loss_cls": 0.03494210078497417, "loss_rpn_cls": 0.0008341091957504432, "loss_rpn_loc": 0.0012559206697915215, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5033798236399889, "total_loss": 0.044400079039604634}
{"data_time": 0.0031486107036471367, "eta_seconds": 3515.198090163991, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23306233062330622, "fast_rcnn/fg_cls_accuracy": 0.7509301364200083, "iteration": 33119, "loss_box_reg": 0.007056982358335517, "loss_cls": 0.036575595586327836, "loss_rpn_cls": 0.0006091923707174374, "loss_rpn_loc": 0.0012187062347948086, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5208823811262846, "total_loss": 0.04554608849224451}
{"data_time": 0.0031917523592710495, "eta_seconds": 3509.4015384921804, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1850609756097561, "fast_rcnn/fg_cls_accuracy": 0.7708600770218228, "iteration": 33139, "loss_box_reg": 0.006825254706200212, "loss_cls": 0.03658191071008332, "loss_rpn_cls": 0.0007099375055759083, "loss_rpn_loc": 0.0012412599662638968, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5115577885881066, "total_loss": 0.04631295472310626}
{"data_time": 0.0032979073002934456, "eta_seconds": 3500.2578942663968, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20049099836333878, "fast_rcnn/fg_cls_accuracy": 0.7995090016366613, "iteration": 33159, "loss_box_reg": 0.007242681924253702, "loss_cls": 0.035749817528994754, "loss_rpn_cls": 0.000761144027762839, "loss_rpn_loc": 0.0011849168095068308, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156026873737574, "total_loss": 0.04466701042477439}
{"data_time": 0.003176238387823105, "eta_seconds": 3488.992212569341, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22363083164300201, "fast_rcnn/fg_cls_accuracy": 0.776369168356998, "iteration": 33179, "loss_box_reg": 0.006929501862032339, "loss_cls": 0.04019981459714472, "loss_rpn_cls": 0.0009945803243454066, "loss_rpn_loc": 0.0011929579595744144, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061058616265655, "total_loss": 0.04924783455248871}
{"data_time": 0.003020523115992546, "eta_seconds": 3474.3296339493245, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17373791621911922, "fast_rcnn/fg_cls_accuracy": 0.8262620837808807, "iteration": 33199, "loss_box_reg": 0.006952631287276745, "loss_cls": 0.035034782718867064, "loss_rpn_cls": 0.0011931334564252438, "loss_rpn_loc": 0.0014579591024812544, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5019324533641338, "total_loss": 0.0445794700868305}
{"data_time": 0.003416735678911209, "eta_seconds": 3467.4673642767593, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21856060606060607, "fast_rcnn/fg_cls_accuracy": 0.7803571428571429, "iteration": 33219, "loss_box_reg": 0.007687034900300205, "loss_cls": 0.04059406919986941, "loss_rpn_cls": 0.0007156520109674602, "loss_rpn_loc": 0.0010622942536429036, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5267070643603802, "total_loss": 0.050405905832576536}
{"data_time": 0.003223765641450882, "eta_seconds": 3456.2617266355082, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20918367346938777, "fast_rcnn/fg_cls_accuracy": 0.7716450216450217, "iteration": 33239, "loss_box_reg": 0.007429603720083833, "loss_cls": 0.03712634864496067, "loss_rpn_cls": 0.0007878687147240271, "loss_rpn_loc": 0.0011465847346698865, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5093952408060431, "total_loss": 0.04770445318128225}
{"data_time": 0.0031119175255298615, "eta_seconds": 3447.6377860112116, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.154524089306698, "fast_rcnn/fg_cls_accuracy": 0.8454759106933021, "iteration": 33259, "loss_box_reg": 0.007558849349152297, "loss_cls": 0.03740768434363417, "loss_rpn_cls": 0.0010126582327529832, "loss_rpn_loc": 0.0015876740690146107, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5202827956527472, "total_loss": 0.047517248370013476}
{"data_time": 0.003068280406296253, "eta_seconds": 3436.7863376056775, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19202898550724637, "fast_rcnn/fg_cls_accuracy": 0.8079710144927537, "iteration": 33279, "loss_box_reg": 0.007080445560859516, "loss_cls": 0.036391154426382855, "loss_rpn_cls": 0.000684793733398692, "loss_rpn_loc": 0.0012760704667016398, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49753162264823914, "total_loss": 0.04583164377908133}
{"data_time": 0.003247947432100773, "eta_seconds": 3420.843730041757, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28397932816537463, "fast_rcnn/fg_cls_accuracy": 0.7160206718346254, "iteration": 33299, "loss_box_reg": 0.007132036960683763, "loss_cls": 0.03597596104373224, "loss_rpn_cls": 0.0006939379363757325, "loss_rpn_loc": 0.0012023329545627348, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49027810525149107, "total_loss": 0.04549989490416806}
{"data_time": 0.0032180435955524445, "eta_seconds": 3409.172236827202, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13139534883720932, "fast_rcnn/fg_cls_accuracy": 0.8375235700817096, "iteration": 33319, "loss_box_reg": 0.00696957390755415, "loss_cls": 0.0389977220329456, "loss_rpn_cls": 0.000802994863718709, "loss_rpn_loc": 0.0013487716860254295, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5093872826546431, "total_loss": 0.04731117256730499}
{"data_time": 0.0029334314167499542, "eta_seconds": 3397.80884586554, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3147865853658537, "fast_rcnn/fg_cls_accuracy": 0.6852134146341464, "iteration": 33339, "loss_box_reg": 0.007511282310588285, "loss_cls": 0.03858379545272328, "loss_rpn_cls": 0.0009634904729409755, "loss_rpn_loc": 0.0011107521495432593, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5085931830108166, "total_loss": 0.0491946803278438}
{"data_time": 0.0031661540269851685, "eta_seconds": 3385.232495428063, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09496510468594219, "fast_rcnn/fg_cls_accuracy": 0.8805250913924892, "iteration": 33359, "loss_box_reg": 0.007155969607993029, "loss_cls": 0.036255876533687115, "loss_rpn_cls": 0.0008461631798724056, "loss_rpn_loc": 0.0012351011537248269, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4979519583284855, "total_loss": 0.04699675037994666}
{"data_time": 0.003262922167778015, "eta_seconds": 3372.2715916335583, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24107142857142858, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 33379, "loss_box_reg": 0.007274366944329813, "loss_cls": 0.03696818632306531, "loss_rpn_cls": 0.0003949077109410837, "loss_rpn_loc": 0.0012377395032672212, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4959519365802407, "total_loss": 0.046143675129826534}
{"data_time": 0.003215664066374302, "eta_seconds": 3358.686123295687, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2038866930171278, "fast_rcnn/fg_cls_accuracy": 0.7961133069828722, "iteration": 33399, "loss_box_reg": 0.007283249724423513, "loss_cls": 0.03562758583575487, "loss_rpn_cls": 0.0006634418565454325, "loss_rpn_loc": 0.0013854856260877568, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4914142470806837, "total_loss": 0.046138509160527974}
{"data_time": 0.003083319403231144, "eta_seconds": 3342.355144551024, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1203225806451613, "fast_rcnn/fg_cls_accuracy": 0.8796774193548387, "iteration": 33419, "loss_box_reg": 0.007394416577881202, "loss_cls": 0.03943724476266652, "loss_rpn_cls": 0.0010404975392077631, "loss_rpn_loc": 0.001290822454393492, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.48944696970283985, "total_loss": 0.04943326980088614}
{"data_time": 0.0030864449217915535, "eta_seconds": 3334.5304954089224, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08590412909349787, "fast_rcnn/fg_cls_accuracy": 0.9140958709065021, "iteration": 33439, "loss_box_reg": 0.006850779638625681, "loss_cls": 0.03457005979726091, "loss_rpn_cls": 0.0012539324930571638, "loss_rpn_loc": 0.0013162829745851923, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5015043960884213, "total_loss": 0.043350584497034106}
{"data_time": 0.0033348435536026955, "eta_seconds": 3319.9693063423038, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2326530612244898, "fast_rcnn/fg_cls_accuracy": 0.759238830667402, "iteration": 33459, "loss_box_reg": 0.007463500543963164, "loss_cls": 0.034639899648027495, "loss_rpn_cls": 0.000784575148728095, "loss_rpn_loc": 0.0011530503015819704, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4957161610946059, "total_loss": 0.04609583051410482}
{"data_time": 0.0033901557326316833, "eta_seconds": 3311.8823731373996, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.0967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8604651162790697, "iteration": 33479, "loss_box_reg": 0.006896598351886496, "loss_cls": 0.03676773709594272, "loss_rpn_cls": 0.0010162989239574927, "loss_rpn_loc": 0.0011710369508364238, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5016023861244321, "total_loss": 0.04582149805497693}
{"data_time": 0.0032387571409344673, "eta_seconds": 3300.386592711322, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19543650793650794, "fast_rcnn/fg_cls_accuracy": 0.7976190476190477, "iteration": 33499, "loss_box_reg": 0.007112467283150181, "loss_cls": 0.038308343588141724, "loss_rpn_cls": 0.001102503908015251, "loss_rpn_loc": 0.001436655367797357, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5068955225870013, "total_loss": 0.048894406346619235}
{"data_time": 0.0031105168163776398, "eta_seconds": 3288.8194505991414, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3256756756756757, "fast_rcnn/fg_cls_accuracy": 0.6434732604945371, "iteration": 33519, "loss_box_reg": 0.007646925398148596, "loss_cls": 0.03662268933840096, "loss_rpn_cls": 0.0009597729468850957, "loss_rpn_loc": 0.0011529395123943686, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4990716306492686, "total_loss": 0.048294909353330695}
{"data_time": 0.003366616554558277, "eta_seconds": 3280.079645517282, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22936507936507936, "fast_rcnn/fg_cls_accuracy": 0.7495726495726496, "iteration": 33539, "loss_box_reg": 0.00777363681118004, "loss_cls": 0.03700075627421029, "loss_rpn_cls": 0.0007243838782642342, "loss_rpn_loc": 0.0013497461959559587, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212685829028487, "total_loss": 0.048029177659941524}
{"data_time": 0.003285062499344349, "eta_seconds": 3269.9261719202623, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19210526315789472, "fast_rcnn/fg_cls_accuracy": 0.8078947368421052, "iteration": 33559, "loss_box_reg": 0.007172472352976911, "loss_cls": 0.03699747129576281, "loss_rpn_cls": 0.0005936028153428197, "loss_rpn_loc": 0.0011100581850769231, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061196144670248, "total_loss": 0.04650670341834484}
{"data_time": 0.0032123858109116554, "eta_seconds": 3261.094420781359, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16757696127110228, "fast_rcnn/fg_cls_accuracy": 0.8181511470985154, "iteration": 33579, "loss_box_reg": 0.006662375380983576, "loss_cls": 0.035881722724298015, "loss_rpn_cls": 0.0008601166933885906, "loss_rpn_loc": 0.001120847158745164, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5138492444530129, "total_loss": 0.045540859836961545}
{"data_time": 0.003201180137693882, "eta_seconds": 3256.191180722788, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12335692618806876, "fast_rcnn/fg_cls_accuracy": 0.8674749163879598, "iteration": 33599, "loss_box_reg": 0.006959649079362862, "loss_cls": 0.036902720894431695, "loss_rpn_cls": 0.000771784723951896, "loss_rpn_loc": 0.001407236672093859, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537419868633151, "total_loss": 0.04762447991447516}
{"data_time": 0.0030029630288481712, "eta_seconds": 3245.2755331853405, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1850609756097561, "fast_rcnn/fg_cls_accuracy": 0.8149390243902439, "iteration": 33619, "loss_box_reg": 0.007171774428570643, "loss_cls": 0.03669713903218508, "loss_rpn_cls": 0.0009677325244865642, "loss_rpn_loc": 0.0011524747042130912, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4962202636525035, "total_loss": 0.046544985070568146}
{"data_time": 0.0030339909717440605, "eta_seconds": 3234.427064026706, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 33639, "loss_box_reg": 0.006824878160841763, "loss_cls": 0.035539436154067516, "loss_rpn_cls": 0.0004556985994668139, "loss_rpn_loc": 0.0010364277986809611, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.482061960734427, "total_loss": 0.04440786705293931}
{"data_time": 0.0032486291602253914, "eta_seconds": 3219.1588039351627, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1994949494949495, "fast_rcnn/fg_cls_accuracy": 0.8005050505050505, "iteration": 33659, "loss_box_reg": 0.007061798154609278, "loss_cls": 0.03838518972042948, "loss_rpn_cls": 0.0006282506457182535, "loss_rpn_loc": 0.0010677188183763064, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5013332730159163, "total_loss": 0.047796288485812966}
{"data_time": 0.003266950137913227, "eta_seconds": 3207.6265618326142, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22915946039432722, "fast_rcnn/fg_cls_accuracy": 0.7635063559322034, "iteration": 33679, "loss_box_reg": 0.0075324432691559196, "loss_cls": 0.038974583556409925, "loss_rpn_cls": 0.0009739716419971955, "loss_rpn_loc": 0.001299451714658062, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4966084314510226, "total_loss": 0.04846301947458187}
{"data_time": 0.0031693484634160995, "eta_seconds": 3198.1541964933276, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.1751453488372093, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 33699, "loss_box_reg": 0.007365514407865703, "loss_cls": 0.039657783636357635, "loss_rpn_cls": 0.0014258663899653357, "loss_rpn_loc": 0.0013152026094758185, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5149365738034248, "total_loss": 0.050647748572799856}
{"data_time": 0.003226863220334053, "eta_seconds": 3186.4097009329125, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2525740025740026, "fast_rcnn/fg_cls_accuracy": 0.7243107769423559, "iteration": 33719, "loss_box_reg": 0.007368910708464682, "loss_cls": 0.038246062002144754, "loss_rpn_cls": 0.0009506877599960717, "loss_rpn_loc": 0.0014648434680566425, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148423342034221, "total_loss": 0.0492937286273758}
{"data_time": 0.0032315924763679504, "eta_seconds": 3176.263514972292, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37976190476190474, "fast_rcnn/fg_cls_accuracy": 0.6202380952380953, "iteration": 33739, "loss_box_reg": 0.007241627579787746, "loss_cls": 0.03674003135529347, "loss_rpn_cls": 0.0005420102591813247, "loss_rpn_loc": 0.0015431980937137268, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48655381333082914, "total_loss": 0.04683427979637145}
{"data_time": 0.0032107485458254814, "eta_seconds": 3165.8888035025448, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.11857018308631212, "fast_rcnn/fg_cls_accuracy": 0.8709677419354839, "iteration": 33759, "loss_box_reg": 0.006831602571764961, "loss_cls": 0.038700719334883615, "loss_rpn_cls": 0.000722805390083181, "loss_rpn_loc": 0.0012443877749319654, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.506457987241447, "total_loss": 0.04712375272255542}
{"data_time": 0.0032851677387952805, "eta_seconds": 3155.9711430510506, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2221067221067221, "fast_rcnn/fg_cls_accuracy": 0.7567016317016317, "iteration": 33779, "loss_box_reg": 0.007116351975128055, "loss_cls": 0.03859203320462257, "loss_rpn_cls": 0.0005499985391566042, "loss_rpn_loc": 0.0010858646182896337, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5221643811091781, "total_loss": 0.04738856322984475}
{"data_time": 0.003123857080936432, "eta_seconds": 3146.129502863623, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15942028985507245, "fast_rcnn/fg_cls_accuracy": 0.8003875968992249, "iteration": 33799, "loss_box_reg": 0.007487189184757881, "loss_cls": 0.03938697255216539, "loss_rpn_cls": 0.0007202081858963538, "loss_rpn_loc": 0.0012507917890616227, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5091276187449694, "total_loss": 0.04922716908544089}
{"data_time": 0.003158855251967907, "eta_seconds": 3137.2466415688396, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3275788576300085, "fast_rcnn/fg_cls_accuracy": 0.6724211423699915, "iteration": 33819, "loss_box_reg": 0.006838599510956556, "loss_cls": 0.03394424228463322, "loss_rpn_cls": 0.0008068014877835594, "loss_rpn_loc": 0.0013960586256871466, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.512017672881484, "total_loss": 0.04352433642259257}
{"data_time": 0.0033364417031407356, "eta_seconds": 3127.095382414758, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11363636363636363, "fast_rcnn/fg_cls_accuracy": 0.8863636363636364, "iteration": 33839, "loss_box_reg": 0.006676040473394096, "loss_cls": 0.036311852250946686, "loss_rpn_cls": 0.0007542710062580227, "loss_rpn_loc": 0.0013649297634401591, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5134341362863779, "total_loss": 0.04530998815519638}
{"data_time": 0.003218463622033596, "eta_seconds": 3115.494956329465, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22228443449048152, "fast_rcnn/fg_cls_accuracy": 0.7404761904761905, "iteration": 33859, "loss_box_reg": 0.00700694156694226, "loss_cls": 0.038164207770023495, "loss_rpn_cls": 0.0011027439546751339, "loss_rpn_loc": 0.0013904633997299243, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4999992260709405, "total_loss": 0.04840927101702164}
{"data_time": 0.003328738734126091, "eta_seconds": 3106.1354508744553, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 33879, "loss_box_reg": 0.007540418126154691, "loss_cls": 0.03921801058459096, "loss_rpn_cls": 0.0011630807726987769, "loss_rpn_loc": 0.0013153840636732639, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5361860580742359, "total_loss": 0.05083568747238587}
{"data_time": 0.003130577504634857, "eta_seconds": 3096.641604952514, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.08452380952380953, "fast_rcnn/fg_cls_accuracy": 0.9050595238095238, "iteration": 33899, "loss_box_reg": 0.007259769918164238, "loss_cls": 0.03729666137951426, "loss_rpn_cls": 0.0008655591343540436, "loss_rpn_loc": 0.0010669956536730751, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5143643179908395, "total_loss": 0.04625352269846417}
{"data_time": 0.0032590674236416817, "eta_seconds": 3090.5776470936835, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2533427163969036, "fast_rcnn/fg_cls_accuracy": 0.739141810570382, "iteration": 33919, "loss_box_reg": 0.007386993267573416, "loss_cls": 0.03838326991535723, "loss_rpn_cls": 0.0006561246679268606, "loss_rpn_loc": 0.001134228082264599, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5326237790286541, "total_loss": 0.04758841322302487}
{"data_time": 0.0032540075480937958, "eta_seconds": 3078.2535530952737, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11428571428571428, "fast_rcnn/fg_cls_accuracy": 0.8633116883116883, "iteration": 33939, "loss_box_reg": 0.007197094091679901, "loss_cls": 0.03555209960904904, "loss_rpn_cls": 0.0007288985527225122, "loss_rpn_loc": 0.0010899358785536606, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5021450566127896, "total_loss": 0.04417466755330679}
{"data_time": 0.0031972751021385193, "eta_seconds": 3072.411418568343, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.11219358893777498, "fast_rcnn/fg_cls_accuracy": 0.887806411062225, "iteration": 33959, "loss_box_reg": 0.007018312928266823, "loss_cls": 0.03700478683458641, "loss_rpn_cls": 0.0006291542450753695, "loss_rpn_loc": 0.001160213716502767, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.514424410648644, "total_loss": 0.04631627474753941}
{"data_time": 0.0033470895141363144, "eta_seconds": 3055.5580977620557, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 33979, "loss_box_reg": 0.006970423128223047, "loss_cls": 0.03561737248674035, "loss_rpn_cls": 0.0005992299016099878, "loss_rpn_loc": 0.001166288580861874, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4975590165704489, "total_loss": 0.04505080968185382}
{"data_time": 0.003044622018933296, "eta_seconds": 3042.859848811291, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19981060606060608, "fast_rcnn/fg_cls_accuracy": 0.8001893939393939, "iteration": 33999, "loss_box_reg": 0.007240442821057513, "loss_cls": 0.03831463889218867, "loss_rpn_cls": 0.0005280945298693496, "loss_rpn_loc": 0.0011987367124675075, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48964020516723394, "total_loss": 0.04835171924116821}
{"data_time": 0.003398898057639599, "eta_seconds": 3031.372601990588, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27976190476190477, "fast_rcnn/fg_cls_accuracy": 0.7202380952380952, "iteration": 34019, "loss_box_reg": 0.0069597073015756905, "loss_cls": 0.03704111973638646, "loss_rpn_cls": 0.0007394776588398599, "loss_rpn_loc": 0.0012569681275635958, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5017292387783527, "total_loss": 0.047900390496181444}
{"data_time": 0.003151797689497471, "eta_seconds": 3019.3417886998504, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8317307692307692, "iteration": 34039, "loss_box_reg": 0.006951574585400522, "loss_cls": 0.037549122935160995, "loss_rpn_cls": 0.0008245895345879717, "loss_rpn_loc": 0.001314306693529943, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49375869147479534, "total_loss": 0.04776260588735681}
{"data_time": 0.003350762650370598, "eta_seconds": 3009.621651481837, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14572137246796196, "fast_rcnn/fg_cls_accuracy": 0.854278627532038, "iteration": 34059, "loss_box_reg": 0.007128504279535264, "loss_cls": 0.03553445739089511, "loss_rpn_cls": 0.0005064299620158863, "loss_rpn_loc": 0.0011876884072989924, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5041794246062636, "total_loss": 0.04653913439472035}
{"data_time": 0.0030853161588311195, "eta_seconds": 2997.891867056489, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.10643115942028986, "fast_rcnn/fg_cls_accuracy": 0.8935688405797102, "iteration": 34079, "loss_box_reg": 0.00701199661125429, "loss_cls": 0.037481334526091814, "loss_rpn_cls": 0.0009671744612944622, "loss_rpn_loc": 0.0012449344594642753, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49693612940609455, "total_loss": 0.04701413401505761}
{"data_time": 0.0032502468675374985, "eta_seconds": 2988.550663165748, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19157608695652173, "fast_rcnn/fg_cls_accuracy": 0.7984003281378179, "iteration": 34099, "loss_box_reg": 0.006859345390694216, "loss_cls": 0.037903916934737936, "loss_rpn_cls": 0.0010959016035485547, "loss_rpn_loc": 0.0010056980518129421, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5159172853454947, "total_loss": 0.04725216887088379}
{"data_time": 0.003255154937505722, "eta_seconds": 2976.1687460951507, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7180555555555556, "iteration": 34119, "loss_box_reg": 0.006629724899539724, "loss_cls": 0.037242775433696806, "loss_rpn_cls": 0.0005927400424070584, "loss_rpn_loc": 0.0013206461389927426, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4958235202357173, "total_loss": 0.04652032702398401}
{"data_time": 0.0032074907794594765, "eta_seconds": 2964.194999555126, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22416413373860183, "fast_rcnn/fg_cls_accuracy": 0.7758358662613982, "iteration": 34139, "loss_box_reg": 0.007384130614809692, "loss_cls": 0.03676697221817449, "loss_rpn_cls": 0.000644386689032217, "loss_rpn_loc": 0.0010598883891361766, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.510727109387517, "total_loss": 0.04694160849470563}
{"data_time": 0.003187723457813263, "eta_seconds": 2953.719645093195, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11704545454545454, "fast_rcnn/fg_cls_accuracy": 0.8726851851851851, "iteration": 34159, "loss_box_reg": 0.006742263271007687, "loss_cls": 0.03478241537231952, "loss_rpn_cls": 0.0007080766991975906, "loss_rpn_loc": 0.0008667540969327092, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089188171550632, "total_loss": 0.04335451608568519}
{"data_time": 0.0033688750118017197, "eta_seconds": 2944.355979866348, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30341055341055345, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 34179, "loss_box_reg": 0.007293779723113403, "loss_cls": 0.03930336027406156, "loss_rpn_cls": 0.000929400875435249, "loss_rpn_loc": 0.0012912593665532768, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5247827656567097, "total_loss": 0.04997826819811735}
{"data_time": 0.003078484907746315, "eta_seconds": 2933.038382265717, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1746031746031746, "fast_rcnn/fg_cls_accuracy": 0.8202020202020202, "iteration": 34199, "loss_box_reg": 0.006885154245537706, "loss_cls": 0.03566714166663587, "loss_rpn_cls": 0.0006150842013141755, "loss_rpn_loc": 0.0012051767007505987, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49299828615039587, "total_loss": 0.04616738428927647}
{"data_time": 0.003318730741739273, "eta_seconds": 2921.6118695000187, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.24476570289132601, "fast_rcnn/fg_cls_accuracy": 0.7228813559322034, "iteration": 34219, "loss_box_reg": 0.007030211258097552, "loss_cls": 0.03636133571853861, "loss_rpn_cls": 0.0007379199244041956, "loss_rpn_loc": 0.0011539113111211918, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5046444162726402, "total_loss": 0.046394039849687374}
{"data_time": 0.0032004239037632942, "eta_seconds": 2910.1162079861388, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29304347826086957, "fast_rcnn/fg_cls_accuracy": 0.7069565217391305, "iteration": 34239, "loss_box_reg": 0.006799922062782571, "loss_cls": 0.03514530599932186, "loss_rpn_cls": 0.00041239480259491756, "loss_rpn_loc": 0.001119010079492, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4907509982585907, "total_loss": 0.044045371869060546}
{"data_time": 0.0030281832441687584, "eta_seconds": 2898.5483148517087, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15207373271889402, "fast_rcnn/fg_cls_accuracy": 0.84366576819407, "iteration": 34259, "loss_box_reg": 0.006883568596094847, "loss_cls": 0.03378435142803937, "loss_rpn_cls": 0.0006057423335903422, "loss_rpn_loc": 0.0011627164931269363, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.510861786082387, "total_loss": 0.0425277319578754}
{"data_time": 0.0034246398136019707, "eta_seconds": 2890.4743734290823, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13203463203463203, "fast_rcnn/fg_cls_accuracy": 0.8679653679653679, "iteration": 34279, "loss_box_reg": 0.007429703255183995, "loss_cls": 0.03709009668091312, "loss_rpn_cls": 0.000838658995348851, "loss_rpn_loc": 0.0012213271620566957, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5157946487888694, "total_loss": 0.046078979993751545}
{"data_time": 0.0032281288877129555, "eta_seconds": 2880.767074408941, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15203252032520326, "fast_rcnn/fg_cls_accuracy": 0.8332387975042541, "iteration": 34299, "loss_box_reg": 0.007001022866461426, "loss_cls": 0.03894704257254489, "loss_rpn_cls": 0.0006463160614771368, "loss_rpn_loc": 0.0010125432272616308, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5060242842882872, "total_loss": 0.04840973837957563}
{"data_time": 0.003204813227057457, "eta_seconds": 2869.7049431642517, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15384615384615385, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 34319, "loss_box_reg": 0.007541465893154964, "loss_cls": 0.039087807323085144, "loss_rpn_cls": 0.0007632028734008145, "loss_rpn_loc": 0.0010179488963331096, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049980636686087, "total_loss": 0.04854724145823752}
{"data_time": 0.003457164391875267, "eta_seconds": 2860.1600118828937, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13567073170731708, "fast_rcnn/fg_cls_accuracy": 0.8643292682926829, "iteration": 34339, "loss_box_reg": 0.0072185195167548954, "loss_cls": 0.03908734527067281, "loss_rpn_cls": 0.0010704382507071841, "loss_rpn_loc": 0.0010774267630040413, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5113529767841101, "total_loss": 0.048376222255313905}
{"data_time": 0.003238496370613575, "eta_seconds": 2849.108485638164, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1333570412517781, "fast_rcnn/fg_cls_accuracy": 0.8610038610038611, "iteration": 34359, "loss_box_reg": 0.006676880671875551, "loss_cls": 0.0361823633138556, "loss_rpn_cls": 0.0006934912691747286, "loss_rpn_loc": 0.0011160780341015197, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49539316818118095, "total_loss": 0.04571923227581465}
{"data_time": 0.003182760439813137, "eta_seconds": 2840.3423478780314, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24764299182903834, "fast_rcnn/fg_cls_accuracy": 0.7297297297297297, "iteration": 34379, "loss_box_reg": 0.00722669786773622, "loss_cls": 0.039244640443939716, "loss_rpn_cls": 0.0009750767794400872, "loss_rpn_loc": 0.0014007688296260312, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5014747995883226, "total_loss": 0.04975185943504812}
{"data_time": 0.003141590394079685, "eta_seconds": 2833.3040979076177, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15, "fast_rcnn/fg_cls_accuracy": 0.8500000000000001, "iteration": 34399, "loss_box_reg": 0.007124888274120167, "loss_cls": 0.03647388034733012, "loss_rpn_cls": 0.001015248543353664, "loss_rpn_loc": 0.0012474363138608169, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5139097757637501, "total_loss": 0.048001509640869244}
{"data_time": 0.003208097070455551, "eta_seconds": 2828.153088594787, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22172619047619047, "fast_rcnn/fg_cls_accuracy": 0.7782738095238095, "iteration": 34419, "loss_box_reg": 0.0070071552763693035, "loss_cls": 0.036606174311600626, "loss_rpn_cls": 0.0009979358669625071, "loss_rpn_loc": 0.0011555949076864636, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5126549461856484, "total_loss": 0.047027266234948684}
{"data_time": 0.0029993420466780663, "eta_seconds": 2817.2587307225913, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17403846153846153, "fast_rcnn/fg_cls_accuracy": 0.8259615384615384, "iteration": 34439, "loss_box_reg": 0.007175038481364027, "loss_cls": 0.04022676625754684, "loss_rpn_cls": 0.0008549291280814941, "loss_rpn_loc": 0.0011581776561797597, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49104589596390724, "total_loss": 0.04921713478552192}
{"data_time": 0.003125099465250969, "eta_seconds": 2807.1265288498253, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1688235294117647, "fast_rcnn/fg_cls_accuracy": 0.7877551020408163, "iteration": 34459, "loss_box_reg": 0.006757374867447652, "loss_cls": 0.03558493420132436, "loss_rpn_cls": 0.0002942352408581428, "loss_rpn_loc": 0.001076768211532908, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49952529836446047, "total_loss": 0.04486919130899025}
{"data_time": 0.003058341331779957, "eta_seconds": 2799.0099353790283, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15232793522267207, "fast_rcnn/fg_cls_accuracy": 0.8476720647773279, "iteration": 34479, "loss_box_reg": 0.0071143710520118475, "loss_cls": 0.03468921440071426, "loss_rpn_cls": 0.0007611172274408773, "loss_rpn_loc": 0.001210293170515797, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5128160119056702, "total_loss": 0.04462344509443028}
{"data_time": 0.003191789612174034, "eta_seconds": 2788.051518242806, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.10977443609022555, "fast_rcnn/fg_cls_accuracy": 0.8902255639097745, "iteration": 34499, "loss_box_reg": 0.00690038368338719, "loss_cls": 0.03462749026948586, "loss_rpn_cls": 0.0005695549687629864, "loss_rpn_loc": 0.0013019912003073841, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505749468691647, "total_loss": 0.04288646533463236}
{"data_time": 0.003190966323018074, "eta_seconds": 2776.729923231527, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19266247379454926, "fast_rcnn/fg_cls_accuracy": 0.783323189287888, "iteration": 34519, "loss_box_reg": 0.007321070967009291, "loss_cls": 0.03676049868226983, "loss_rpn_cls": 0.0005901985409124677, "loss_rpn_loc": 0.0011622754464042373, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49886120203882456, "total_loss": 0.04515870281016987}
{"data_time": 0.003147861920297146, "eta_seconds": 2769.117988870479, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.19731800766283525, "fast_rcnn/fg_cls_accuracy": 0.8026819923371648, "iteration": 34539, "loss_box_reg": 0.007015087554464117, "loss_cls": 0.03608092223294079, "loss_rpn_cls": 0.000665308320293434, "loss_rpn_loc": 0.0011178894055774435, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5114304162561893, "total_loss": 0.044889449067454734}
{"data_time": 0.0030064666643738747, "eta_seconds": 2759.8767876951024, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17446808510638298, "fast_rcnn/fg_cls_accuracy": 0.8101472995090017, "iteration": 34559, "loss_box_reg": 0.006894263380672783, "loss_cls": 0.03483222349314019, "loss_rpn_cls": 0.0008696583561356164, "loss_rpn_loc": 0.0010518294566281838, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5174043122678995, "total_loss": 0.04379080553595571}
{"data_time": 0.0031466111540794373, "eta_seconds": 2749.228827657178, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.7919642857142857, "iteration": 34579, "loss_box_reg": 0.006887091090902686, "loss_cls": 0.037710005592089146, "loss_rpn_cls": 0.0010864804544326034, "loss_rpn_loc": 0.0012231967575644376, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5115506602451205, "total_loss": 0.04705420892503298}
{"data_time": 0.0033492455258965492, "eta_seconds": 2737.0154695054516, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17879256965944273, "fast_rcnn/fg_cls_accuracy": 0.8038277511961722, "iteration": 34599, "loss_box_reg": 0.007012578978901729, "loss_cls": 0.035446655412670225, "loss_rpn_cls": 0.0011697456109232007, "loss_rpn_loc": 0.0012620165525731863, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5193771291524172, "total_loss": 0.04561693098926867}
{"data_time": 0.003307649865746498, "eta_seconds": 2728.552261144854, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14839181286549707, "fast_rcnn/fg_cls_accuracy": 0.8516081871345029, "iteration": 34619, "loss_box_reg": 0.006596048217033967, "loss_cls": 0.034819757245713845, "loss_rpn_cls": 0.0006570835813590747, "loss_rpn_loc": 0.001270161745196674, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338240880519152, "total_loss": 0.04488283184628017}
{"data_time": 0.0033312104642391205, "eta_seconds": 2718.800174335018, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16321353065539113, "fast_rcnn/fg_cls_accuracy": 0.8328159645232815, "iteration": 34639, "loss_box_reg": 0.007101403141859919, "loss_cls": 0.03785887054982595, "loss_rpn_cls": 0.0007354060178101918, "loss_rpn_loc": 0.0011239483756071422, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49543682765215635, "total_loss": 0.04646393794448045}
{"data_time": 0.0031562941148877144, "eta_seconds": 2710.3476453265175, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 34659, "loss_box_reg": 0.007197425875347108, "loss_cls": 0.03531276690773666, "loss_rpn_cls": 0.0006256028928746105, "loss_rpn_loc": 0.001152754493887187, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5179206421598792, "total_loss": 0.044736011450538626}
{"data_time": 0.003135036677122116, "eta_seconds": 2699.616538514383, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20098039215686275, "fast_rcnn/fg_cls_accuracy": 0.7990196078431373, "iteration": 34679, "loss_box_reg": 0.006786598794860765, "loss_cls": 0.03914191771764308, "loss_rpn_cls": 0.0006757403654056304, "loss_rpn_loc": 0.0013617857111967169, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49435528460890055, "total_loss": 0.049338358242152935}
{"data_time": 0.003226044587790966, "eta_seconds": 2689.469511494972, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8137254901960784, "iteration": 34699, "loss_box_reg": 0.007331016298849136, "loss_cls": 0.03822269546799362, "loss_rpn_cls": 0.0008222291562560713, "loss_rpn_loc": 0.001182141631943523, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5261258594691753, "total_loss": 0.047871641261281184}
{"data_time": 0.0032751765102148056, "eta_seconds": 2678.2286365721375, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.20638297872340428, "fast_rcnn/fg_cls_accuracy": 0.7936170212765958, "iteration": 34719, "loss_box_reg": 0.006684052976197563, "loss_cls": 0.03608371134032495, "loss_rpn_cls": 0.0006319533246994524, "loss_rpn_loc": 0.0011181613663211465, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058724759146571, "total_loss": 0.045220748802648814}
{"data_time": 0.0031808288767933846, "eta_seconds": 2668.0857521314174, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12263593380614657, "fast_rcnn/fg_cls_accuracy": 0.8555555555555556, "iteration": 34739, "loss_box_reg": 0.006761868018656969, "loss_cls": 0.03662843914935365, "loss_rpn_cls": 0.000704215252881113, "loss_rpn_loc": 0.000991539731330704, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4994285833090544, "total_loss": 0.045667115866876884}
{"data_time": 0.003112366423010826, "eta_seconds": 2658.4293777449057, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15268065268065267, "fast_rcnn/fg_cls_accuracy": 0.8012820512820513, "iteration": 34759, "loss_box_reg": 0.007303035497898236, "loss_cls": 0.03691390386666171, "loss_rpn_cls": 0.0011020931563336944, "loss_rpn_loc": 0.0013193706072343048, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5140129271894693, "total_loss": 0.04626234205002788}
{"data_time": 0.0032013962045311928, "eta_seconds": 2649.2456289855763, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.8806818181818181, "iteration": 34779, "loss_box_reg": 0.006703049672069028, "loss_cls": 0.034934068185975775, "loss_rpn_cls": 0.0009420994163065188, "loss_rpn_loc": 0.0012508576146501582, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5326750092208385, "total_loss": 0.04429667486994049}
{"data_time": 0.0033816806972026825, "eta_seconds": 2638.1398957548663, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13611111111111113, "fast_rcnn/fg_cls_accuracy": 0.8638888888888889, "iteration": 34799, "loss_box_reg": 0.007461913250153884, "loss_cls": 0.03716476878616959, "loss_rpn_cls": 0.0009381090859648111, "loss_rpn_loc": 0.0014968099203542806, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49739195220172405, "total_loss": 0.0477270445041853}
{"data_time": 0.003133934922516346, "eta_seconds": 2624.312932723202, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.24358974358974358, "fast_rcnn/fg_cls_accuracy": 0.7427626137303557, "iteration": 34819, "loss_box_reg": 0.007018613745458424, "loss_cls": 0.03560052561806515, "loss_rpn_cls": 0.0006074704052139168, "loss_rpn_loc": 0.0012625827603187645, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4891633577644825, "total_loss": 0.04438096763541921}
{"data_time": 0.003226463682949543, "eta_seconds": 2614.4467762401327, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1843501326259947, "fast_rcnn/fg_cls_accuracy": 0.7946708463949843, "iteration": 34839, "loss_box_reg": 0.006745314807631075, "loss_cls": 0.039911142259370536, "loss_rpn_cls": 0.0008846506897555173, "loss_rpn_loc": 0.0011168252967763692, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5235405005514622, "total_loss": 0.04824092934259738}
{"data_time": 0.003275773487985134, "eta_seconds": 2604.3152250824496, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17907801418439717, "fast_rcnn/fg_cls_accuracy": 0.8209219858156028, "iteration": 34859, "loss_box_reg": 0.007150973426178098, "loss_cls": 0.03539046470541507, "loss_rpn_cls": 0.0007198258030456373, "loss_rpn_loc": 0.0011271631101408275, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5043437480926514, "total_loss": 0.045429845527607426}
{"data_time": 0.0031561823561787605, "eta_seconds": 2593.564742409624, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1188235294117647, "fast_rcnn/fg_cls_accuracy": 0.8724324324324324, "iteration": 34879, "loss_box_reg": 0.006778844603104517, "loss_cls": 0.03667703000246547, "loss_rpn_cls": 0.00043834800720787825, "loss_rpn_loc": 0.0010722152383095818, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5076599260792136, "total_loss": 0.044575681804360556}
{"data_time": 0.003354162909090519, "eta_seconds": 2582.4287548642606, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2698607698607699, "fast_rcnn/fg_cls_accuracy": 0.7301392301392302, "iteration": 34899, "loss_box_reg": 0.0071266635350184515, "loss_cls": 0.03725935867987573, "loss_rpn_cls": 0.0007020387999432387, "loss_rpn_loc": 0.0011610382680373732, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5208269683644176, "total_loss": 0.04651318063775989}
{"data_time": 0.003029284067451954, "eta_seconds": 2567.475443794392, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 34919, "loss_box_reg": 0.0065539569477550685, "loss_cls": 0.03629755610018037, "loss_rpn_cls": 0.0009600075634921268, "loss_rpn_loc": 0.0012080549913662253, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5052243182435632, "total_loss": 0.045706642850291246}
{"data_time": 0.003049571067094803, "eta_seconds": 2562.178382350132, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24266862170087977, "fast_rcnn/fg_cls_accuracy": 0.7355510752688172, "iteration": 34939, "loss_box_reg": 0.00712478619243484, "loss_cls": 0.037763313099276274, "loss_rpn_cls": 0.0012977734812693598, "loss_rpn_loc": 0.0012935730619574315, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5133412759751081, "total_loss": 0.048093173022934366}
{"data_time": 0.003076557070016861, "eta_seconds": 2547.4094126597047, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1707841031149302, "fast_rcnn/fg_cls_accuracy": 0.795970695970696, "iteration": 34959, "loss_box_reg": 0.006984717823797837, "loss_cls": 0.038195107073988765, "loss_rpn_cls": 0.00046129696247021457, "loss_rpn_loc": 0.0012931596265843837, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5085330400615931, "total_loss": 0.04801297944956673}
{"data_time": 0.0030195945873856544, "eta_seconds": 2542.8377307783812, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19868585732165206, "fast_rcnn/fg_cls_accuracy": 0.8013141426783479, "iteration": 34979, "loss_box_reg": 0.007108975696610287, "loss_cls": 0.036673770286142826, "loss_rpn_cls": 0.0005819062597538505, "loss_rpn_loc": 0.0011435457581683295, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124884117394686, "total_loss": 0.0455475143583044}
{"data_time": 0.0032423604279756546, "eta_seconds": 2533.057174751535, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13968957871396898, "fast_rcnn/fg_cls_accuracy": 0.8295454545454546, "iteration": 34999, "loss_box_reg": 0.006979590849368833, "loss_cls": 0.04005719468113966, "loss_rpn_cls": 0.0009242608715567258, "loss_rpn_loc": 0.001153911221990711, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49398978147655725, "total_loss": 0.050295189512382876}
{"data_time": 0.003407733514904976, "eta_seconds": 2523.2628158209845, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7376344086021505, "iteration": 35019, "loss_box_reg": 0.007037650793790817, "loss_cls": 0.03539588878629729, "loss_rpn_cls": 0.0007802837549206743, "loss_rpn_loc": 0.0011925193666684208, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5011800406500697, "total_loss": 0.04479967039304711}
{"data_time": 0.0031482642516493797, "eta_seconds": 2514.7898013880476, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2512127512127512, "fast_rcnn/fg_cls_accuracy": 0.7487872487872488, "iteration": 35039, "loss_box_reg": 0.006859056040411815, "loss_cls": 0.037413620768347755, "loss_rpn_cls": 0.0007645093701285077, "loss_rpn_loc": 0.00123163991884212, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5096055772155523, "total_loss": 0.04600938630784768}
{"data_time": 0.003346196375787258, "eta_seconds": 2505.799601079896, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.16865079365079366, "fast_rcnn/fg_cls_accuracy": 0.8313492063492063, "iteration": 35059, "loss_box_reg": 0.007083410891937092, "loss_cls": 0.03560590246343054, "loss_rpn_cls": 0.0010635701298724598, "loss_rpn_loc": 0.0011791799297498073, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.523253764025867, "total_loss": 0.04589585690408171}
{"data_time": 0.003083200193941593, "eta_seconds": 2496.7336481660604, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.2059264816204051, "fast_rcnn/fg_cls_accuracy": 0.7940735183795948, "iteration": 35079, "loss_box_reg": 0.006752599991159514, "loss_cls": 0.03731477615656331, "loss_rpn_cls": 0.0007521178422216224, "loss_rpn_loc": 0.0011049739732698072, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5162353096529841, "total_loss": 0.04580185033742623}
{"data_time": 0.003162803128361702, "eta_seconds": 2486.586386844516, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20673486786018755, "fast_rcnn/fg_cls_accuracy": 0.7841614906832298, "iteration": 35099, "loss_box_reg": 0.007339340721955523, "loss_cls": 0.036183837364660576, "loss_rpn_cls": 0.0008425641831024677, "loss_rpn_loc": 0.00137389260908094, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5156034249812365, "total_loss": 0.04663834553008428}
{"data_time": 0.0029527470469474792, "eta_seconds": 2477.8207761095837, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 35119, "loss_box_reg": 0.006608750423765741, "loss_cls": 0.037768146459711716, "loss_rpn_cls": 0.0011351112622719484, "loss_rpn_loc": 0.0012054304734192556, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5057240510359406, "total_loss": 0.04669626042903019}
{"data_time": 0.0033033816143870354, "eta_seconds": 2468.0553963677958, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20012507817385866, "fast_rcnn/fg_cls_accuracy": 0.7863247863247863, "iteration": 35139, "loss_box_reg": 0.006997973629040644, "loss_cls": 0.03703893060446717, "loss_rpn_cls": 0.0007031588469317285, "loss_rpn_loc": 0.0011959360163018573, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5137951532378793, "total_loss": 0.0465155602894356}
{"data_time": 0.003258774057030678, "eta_seconds": 2457.018554870039, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14669051878354206, "fast_rcnn/fg_cls_accuracy": 0.812015503875969, "iteration": 35159, "loss_box_reg": 0.00668611447326839, "loss_cls": 0.035557584604248405, "loss_rpn_cls": 0.0006544876722500703, "loss_rpn_loc": 0.0011909575950994622, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5039683319628239, "total_loss": 0.04392042771905835}
{"data_time": 0.0031810039654374123, "eta_seconds": 2446.3593357503414, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 35179, "loss_box_reg": 0.0072094011411536485, "loss_cls": 0.03677019401220605, "loss_rpn_cls": 0.0006010738236454927, "loss_rpn_loc": 0.00108921411447227, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5099788494408131, "total_loss": 0.04580687690800289}
{"data_time": 0.0035515185445547104, "eta_seconds": 2437.209085454233, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12262799856784819, "fast_rcnn/fg_cls_accuracy": 0.8773720014321518, "iteration": 35199, "loss_box_reg": 0.0068186300923116505, "loss_cls": 0.0374799775891006, "loss_rpn_cls": 0.0010316924410744832, "loss_rpn_loc": 0.001232152291777311, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5036312760785222, "total_loss": 0.04788965813173718}
{"data_time": 0.0031104423105716705, "eta_seconds": 2427.7910999218, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2933810375670841, "fast_rcnn/fg_cls_accuracy": 0.7066189624329159, "iteration": 35219, "loss_box_reg": 0.006930201663635671, "loss_cls": 0.037055715947644785, "loss_rpn_cls": 0.0005392337086220778, "loss_rpn_loc": 0.0011440563393989578, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5143296346068382, "total_loss": 0.04602212510386039}
{"data_time": 0.003241206519305706, "eta_seconds": 2422.3065717620775, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 35239, "loss_box_reg": 0.007020398188615218, "loss_cls": 0.035935918596806005, "loss_rpn_cls": 0.0007134017464522913, "loss_rpn_loc": 0.0012894431329186773, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136122219264507, "total_loss": 0.0461607166114959}
{"data_time": 0.0032405024394392967, "eta_seconds": 2411.2911548968405, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18606060606060607, "fast_rcnn/fg_cls_accuracy": 0.7983783783783784, "iteration": 35259, "loss_box_reg": 0.006633061886532232, "loss_cls": 0.03510215150890872, "loss_rpn_cls": 0.0006610081857161276, "loss_rpn_loc": 0.0012497308271122165, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49973293114453554, "total_loss": 0.0431916978233744}
{"data_time": 0.0033425241708755493, "eta_seconds": 2401.11907662265, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3061749571183533, "fast_rcnn/fg_cls_accuracy": 0.6938250428816466, "iteration": 35279, "loss_box_reg": 0.006618548301048577, "loss_cls": 0.03762778404052369, "loss_rpn_cls": 0.0011306413783813696, "loss_rpn_loc": 0.0013784041912003886, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5171990245580673, "total_loss": 0.04716277442662431}
{"data_time": 0.0032643377780914307, "eta_seconds": 2391.501188627444, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13898421413864104, "fast_rcnn/fg_cls_accuracy": 0.861015785861359, "iteration": 35299, "loss_box_reg": 0.00664132104429882, "loss_cls": 0.03925489977700636, "loss_rpn_cls": 0.0008367818045940112, "loss_rpn_loc": 0.0014050283725737245, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5129626225680113, "total_loss": 0.04769622295782483}
{"data_time": 0.0030905958265066147, "eta_seconds": 2382.6662284955382, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11317135549872123, "fast_rcnn/fg_cls_accuracy": 0.8753869969040248, "iteration": 35319, "loss_box_reg": 0.006909190240548924, "loss_cls": 0.03489696461474523, "loss_rpn_cls": 0.001385575814197182, "loss_rpn_loc": 0.0011595680316531798, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5157924592494965, "total_loss": 0.045690603489333625}
{"data_time": 0.00315292552113533, "eta_seconds": 2372.2814266430214, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.24269005847953215, "fast_rcnn/fg_cls_accuracy": 0.7573099415204678, "iteration": 35339, "loss_box_reg": 0.0066684476914815605, "loss_cls": 0.03372152865631506, "loss_rpn_cls": 0.0009667867312828093, "loss_rpn_loc": 0.0013943101148470305, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087192580103874, "total_loss": 0.04238715976563867}
{"data_time": 0.0031685763970017433, "eta_seconds": 2362.6644770856947, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1702842377260982, "fast_rcnn/fg_cls_accuracy": 0.8297157622739018, "iteration": 35359, "loss_box_reg": 0.007157068146625534, "loss_cls": 0.03564118064241484, "loss_rpn_cls": 0.0006933723740587538, "loss_rpn_loc": 0.0011669503001030535, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49657438322901726, "total_loss": 0.045426854874051514}
{"data_time": 0.0032207872718572617, "eta_seconds": 2354.4072150178254, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1958041958041958, "fast_rcnn/fg_cls_accuracy": 0.8041958041958042, "iteration": 35379, "loss_box_reg": 0.007124022638890892, "loss_cls": 0.03566206636605784, "loss_rpn_cls": 0.0011705981200549331, "loss_rpn_loc": 0.0014509100019495236, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5245955139398575, "total_loss": 0.04679321148461213}
{"data_time": 0.003298811614513397, "eta_seconds": 2342.7990944227204, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.08410138248847926, "fast_rcnn/fg_cls_accuracy": 0.9158986175115207, "iteration": 35399, "loss_box_reg": 0.006925021734787151, "loss_cls": 0.036678723379736766, "loss_rpn_cls": 0.0005886597190851717, "loss_rpn_loc": 0.0012476953179429984, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5174221377819777, "total_loss": 0.04504510755083402}
{"data_time": 0.003078843466937542, "eta_seconds": 2331.7654331848025, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7408536585365854, "iteration": 35419, "loss_box_reg": 0.0066980871197301894, "loss_cls": 0.03639856606605463, "loss_rpn_cls": 0.0012757426642906466, "loss_rpn_loc": 0.0011866266941069625, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5099183721467853, "total_loss": 0.0466809366578218}
{"data_time": 0.00325075164437294, "eta_seconds": 2322.431356153451, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16963064295485636, "fast_rcnn/fg_cls_accuracy": 0.7995198079231692, "iteration": 35439, "loss_box_reg": 0.007197982544312254, "loss_cls": 0.040235603315522894, "loss_rpn_cls": 0.0008164192085899913, "loss_rpn_loc": 0.00136993164960586, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5222409619018435, "total_loss": 0.05039985601808894}
{"data_time": 0.0031136255711317062, "eta_seconds": 2315.709707112983, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0976890756302521, "fast_rcnn/fg_cls_accuracy": 0.9023109243697479, "iteration": 35459, "loss_box_reg": 0.006337717379210517, "loss_cls": 0.038886315625859424, "loss_rpn_cls": 0.0005176546449092712, "loss_rpn_loc": 0.0011191443882125895, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5179442670196295, "total_loss": 0.04761782245009272}
{"data_time": 0.003290747292339802, "eta_seconds": 2303.457048062235, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13499550763701706, "fast_rcnn/fg_cls_accuracy": 0.8650044923629829, "iteration": 35479, "loss_box_reg": 0.007135140898753889, "loss_cls": 0.036408623098395765, "loss_rpn_cls": 0.0006948475495391904, "loss_rpn_loc": 0.00133464542159345, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.4886018708348274, "total_loss": 0.04617864403454064}
{"data_time": 0.002915569581091404, "eta_seconds": 2294.564972527325, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1693840579710145, "fast_rcnn/fg_cls_accuracy": 0.8306159420289855, "iteration": 35499, "loss_box_reg": 0.007011752750258893, "loss_cls": 0.03854563776985742, "loss_rpn_cls": 0.0009872636088630315, "loss_rpn_loc": 0.001302539214520948, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5183722414076328, "total_loss": 0.04797607468586307}
{"data_time": 0.0032033445313572884, "eta_seconds": 2284.369171716273, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13397129186602869, "fast_rcnn/fg_cls_accuracy": 0.8660287081339713, "iteration": 35519, "loss_box_reg": 0.006358725528116338, "loss_cls": 0.03415702888742089, "loss_rpn_cls": 0.0006340189131890384, "loss_rpn_loc": 0.0013478525434038602, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4901992427185178, "total_loss": 0.04356459601859797}
{"data_time": 0.003219258040189743, "eta_seconds": 2271.0291386079043, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12195121951219512, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 35539, "loss_box_reg": 0.007299393182620406, "loss_cls": 0.037500113277928904, "loss_rpn_cls": 0.0007763192702157085, "loss_rpn_loc": 0.0009987317462218925, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4971798062324524, "total_loss": 0.04746212185341392}
{"data_time": 0.002995838411152363, "eta_seconds": 2260.3093361342326, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.29666666666666663, "fast_rcnn/fg_cls_accuracy": 0.7033333333333334, "iteration": 35559, "loss_box_reg": 0.0069551020860672, "loss_cls": 0.03580640224390663, "loss_rpn_cls": 0.0009729548273469391, "loss_rpn_loc": 0.0011268740490777418, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5084559880197048, "total_loss": 0.04620217888643907}
{"data_time": 0.003199591301381588, "eta_seconds": 2250.130055178888, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1996124031007752, "fast_rcnn/fg_cls_accuracy": 0.7712209302325581, "iteration": 35579, "loss_box_reg": 0.007236661374918185, "loss_cls": 0.03847506837337278, "loss_rpn_cls": 0.0006559416983122901, "loss_rpn_loc": 0.0012427235087670851, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5144345127046108, "total_loss": 0.04706781275984895}
{"data_time": 0.0031129689887166023, "eta_seconds": 2240.484025781974, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.11678004535147392, "fast_rcnn/fg_cls_accuracy": 0.883219954648526, "iteration": 35599, "loss_box_reg": 0.006923502049176022, "loss_cls": 0.03711972406017594, "loss_rpn_cls": 0.0006979074519790629, "loss_rpn_loc": 0.0011705532742780633, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5137594221159816, "total_loss": 0.04560166949312361}
{"data_time": 0.002971288748085499, "eta_seconds": 2229.0505924439058, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1505550416281221, "fast_rcnn/fg_cls_accuracy": 0.8361204013377926, "iteration": 35619, "loss_box_reg": 0.006791348772821948, "loss_cls": 0.036306455585872754, "loss_rpn_cls": 0.0006077568222906393, "loss_rpn_loc": 0.0011607750202529132, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49448833521455526, "total_loss": 0.04549110862427597}
{"data_time": 0.003191964700818062, "eta_seconds": 2218.9540982171893, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1778673835125448, "fast_rcnn/fg_cls_accuracy": 0.8176713947990544, "iteration": 35639, "loss_box_reg": 0.006703119055600837, "loss_cls": 0.03640088363317773, "loss_rpn_cls": 0.0008989297587049805, "loss_rpn_loc": 0.0013247563128970796, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5057309661060572, "total_loss": 0.04501527642182168}
{"data_time": 0.0031925318762660027, "eta_seconds": 2208.613603144884, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16112342941611235, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 35659, "loss_box_reg": 0.006782047566957772, "loss_cls": 0.03819872377789579, "loss_rpn_cls": 0.000685218935409182, "loss_rpn_loc": 0.0013876287375751417, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5253301318734884, "total_loss": 0.04763938598364348}
{"data_time": 0.003111514262855053, "eta_seconds": 2198.5226226774976, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13721804511278196, "fast_rcnn/fg_cls_accuracy": 0.8392857142857142, "iteration": 35679, "loss_box_reg": 0.007075778325088322, "loss_cls": 0.0370056907995604, "loss_rpn_cls": 0.0007670426844441636, "loss_rpn_loc": 0.001200211605464574, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.506111933849752, "total_loss": 0.046749774660298726}
{"data_time": 0.0033887606114149094, "eta_seconds": 2188.262406617403, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09109311740890688, "fast_rcnn/fg_cls_accuracy": 0.905982905982906, "iteration": 35699, "loss_box_reg": 0.006665401844657026, "loss_cls": 0.03656814427813515, "loss_rpn_cls": 0.0005451884986200639, "loss_rpn_loc": 0.0012618129312613746, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5190762663260102, "total_loss": 0.04579538817000639}
{"data_time": 0.003254743292927742, "eta_seconds": 2178.4863966470584, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1514285714285714, "fast_rcnn/fg_cls_accuracy": 0.8422222222222222, "iteration": 35719, "loss_box_reg": 0.0068047055683564395, "loss_cls": 0.03726786084007472, "loss_rpn_cls": 0.0011721502734403089, "loss_rpn_loc": 0.001159847362941946, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5199006404727697, "total_loss": 0.04721515027813439}
{"data_time": 0.0032121259719133377, "eta_seconds": 2169.67331913393, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28237547892720305, "fast_rcnn/fg_cls_accuracy": 0.6970189701897019, "iteration": 35739, "loss_box_reg": 0.0067657284962479025, "loss_cls": 0.03794329994707368, "loss_rpn_cls": 0.0007408182775634486, "loss_rpn_loc": 0.0011716142089426285, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394496191293001, "total_loss": 0.04834672759849923}
{"data_time": 0.0032650716602802277, "eta_seconds": 2159.489449999295, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21791187739463602, "fast_rcnn/fg_cls_accuracy": 0.782088122605364, "iteration": 35759, "loss_box_reg": 0.006554394960403442, "loss_cls": 0.03524191869655624, "loss_rpn_cls": 0.0005055180308204399, "loss_rpn_loc": 0.0010419693826406728, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5145605318248272, "total_loss": 0.04482386335354249}
{"data_time": 0.003113863058388233, "eta_seconds": 2147.954001459293, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11285714285714286, "fast_rcnn/fg_cls_accuracy": 0.8871428571428571, "iteration": 35779, "loss_box_reg": 0.007272716407896951, "loss_cls": 0.039046256395522505, "loss_rpn_cls": 0.001065528489789358, "loss_rpn_loc": 0.0010689936789276544, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48787717148661613, "total_loss": 0.049619445288499264}
{"data_time": 0.0033010197803378105, "eta_seconds": 2138.666983028874, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8277777777777777, "iteration": 35799, "loss_box_reg": 0.007152493417379446, "loss_cls": 0.033878438611282036, "loss_rpn_cls": 0.0005485562395506349, "loss_rpn_loc": 0.001448140428692568, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5186889655888081, "total_loss": 0.04270466590827482}
{"data_time": 0.003011024557054043, "eta_seconds": 2130.031343529001, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33016304347826086, "fast_rcnn/fg_cls_accuracy": 0.6698369565217391, "iteration": 35819, "loss_box_reg": 0.006645917062996887, "loss_cls": 0.03753447005874477, "loss_rpn_cls": 0.0008155128128919387, "loss_rpn_loc": 0.001157600276201265, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5108042396605015, "total_loss": 0.045458551553053894}
{"data_time": 0.003192140720784664, "eta_seconds": 2118.9542765161023, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2801535087719298, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 35839, "loss_box_reg": 0.0068037322198506445, "loss_cls": 0.03758931494667195, "loss_rpn_cls": 0.0007053567360344459, "loss_rpn_loc": 0.0013675276259164093, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5048103453591466, "total_loss": 0.04740426501956563}
{"data_time": 0.0033126696944236755, "eta_seconds": 2109.080082723871, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1516544117647059, "fast_rcnn/fg_cls_accuracy": 0.8457880434782609, "iteration": 35859, "loss_box_reg": 0.007030298496829346, "loss_cls": 0.03689477842999622, "loss_rpn_cls": 0.0006449261929901695, "loss_rpn_loc": 0.0011040407789550954, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5073663154616952, "total_loss": 0.046812462771754326}
{"data_time": 0.0029906732961535454, "eta_seconds": 2100.844757117331, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38763197586727, "fast_rcnn/fg_cls_accuracy": 0.6123680241327301, "iteration": 35879, "loss_box_reg": 0.006803200041758828, "loss_cls": 0.03727297921432182, "loss_rpn_cls": 0.0008589636653368871, "loss_rpn_loc": 0.0014432107855100185, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5215373877435923, "total_loss": 0.0467141848254613}
{"data_time": 0.003124365583062172, "eta_seconds": 2090.6489563062787, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 35899, "loss_box_reg": 0.006494108791230246, "loss_cls": 0.035465697408653796, "loss_rpn_cls": 0.0005938319549727566, "loss_rpn_loc": 0.0010693560852814699, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5102617722004652, "total_loss": 0.045192987585380706}
{"data_time": 0.003184051252901554, "eta_seconds": 2081.9778971178457, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19596443228454172, "fast_rcnn/fg_cls_accuracy": 0.7765419615773508, "iteration": 35919, "loss_box_reg": 0.006973410781938583, "loss_cls": 0.03350817845785059, "loss_rpn_cls": 0.0005479114502975335, "loss_rpn_loc": 0.0012069145959685557, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151936030015349, "total_loss": 0.042306647430223165}
{"data_time": 0.003138761967420578, "eta_seconds": 2070.9308787900954, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20942982456140352, "fast_rcnn/fg_cls_accuracy": 0.7905701754385965, "iteration": 35939, "loss_box_reg": 0.006788353261072189, "loss_cls": 0.03406786167761311, "loss_rpn_cls": 0.0006651669132224924, "loss_rpn_loc": 0.0013250036608951632, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089891524985433, "total_loss": 0.044342304157908075}
{"data_time": 0.0031824903562664986, "eta_seconds": 2061.3093752497807, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 35959, "loss_box_reg": 0.006524527940200642, "loss_cls": 0.03589707746868953, "loss_rpn_cls": 0.0010305748022574335, "loss_rpn_loc": 0.001194413822304341, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244331760331988, "total_loss": 0.04493930353365272}
{"data_time": 0.003300040028989315, "eta_seconds": 2048.518543967977, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13953488372093023, "fast_rcnn/fg_cls_accuracy": 0.8458254269449715, "iteration": 35979, "loss_box_reg": 0.007232440839288756, "loss_cls": 0.035562040051445365, "loss_rpn_cls": 0.0009034746097142943, "loss_rpn_loc": 0.001253489714144962, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5036463681608438, "total_loss": 0.04375660676572579}
{"data_time": 0.0033037448301911354, "eta_seconds": 2041.290474855341, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18898809523809523, "fast_rcnn/fg_cls_accuracy": 0.8110119047619048, "iteration": 35999, "loss_box_reg": 0.0071917352033779025, "loss_cls": 0.037497648649150506, "loss_rpn_cls": 0.0008123835343667452, "loss_rpn_loc": 0.0011871412189066177, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5301458733156323, "total_loss": 0.0465135827662948}
{"data_time": 0.0031336741521954536, "eta_seconds": 2031.6937329489738, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 36019, "loss_box_reg": 0.007063224824378267, "loss_cls": 0.03648261385387741, "loss_rpn_cls": 0.0006790123908899659, "loss_rpn_loc": 0.0013408295653789537, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5095075909048319, "total_loss": 0.046703216347168564}
{"data_time": 0.0031319595873355865, "eta_seconds": 2021.5942077217624, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1901535682023487, "fast_rcnn/fg_cls_accuracy": 0.8098464317976513, "iteration": 36039, "loss_box_reg": 0.006579176100785844, "loss_cls": 0.034811012184945866, "loss_rpn_cls": 0.0008468079990109345, "loss_rpn_loc": 0.0012631751778826583, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5227489490061998, "total_loss": 0.044988655035339775}
{"data_time": 0.003286687657237053, "eta_seconds": 2010.554984695278, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16216216216216217, "fast_rcnn/fg_cls_accuracy": 0.7851153039832286, "iteration": 36059, "loss_box_reg": 0.006992676790105179, "loss_cls": 0.0386344970902428, "loss_rpn_cls": 0.0010672900510826366, "loss_rpn_loc": 0.0010999354672094341, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.498174368403852, "total_loss": 0.04785971592056626}
{"data_time": 0.0030195144936442375, "eta_seconds": 2000.7497558193281, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14763881681370006, "fast_rcnn/fg_cls_accuracy": 0.8357883251500273, "iteration": 36079, "loss_box_reg": 0.006430014778743498, "loss_cls": 0.0382723284419626, "loss_rpn_cls": 0.0010075173787527092, "loss_rpn_loc": 0.0010355840895499568, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5214718449860811, "total_loss": 0.047148380681733215}
{"data_time": 0.003149166703224182, "eta_seconds": 1990.9773821234703, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14901960784313725, "fast_rcnn/fg_cls_accuracy": 0.8509803921568628, "iteration": 36099, "loss_box_reg": 0.007058617076836526, "loss_cls": 0.0410279423231259, "loss_rpn_cls": 0.0004170145822399718, "loss_rpn_loc": 0.0012647904841287527, "lr": 0.0001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5263550486415625, "total_loss": 0.05004451887396044}
{"data_time": 0.003239150159060955, "eta_seconds": 1980.7642312971875, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15425181278839817, "fast_rcnn/fg_cls_accuracy": 0.8355855855855856, "iteration": 36119, "loss_box_reg": 0.006935771903954446, "loss_cls": 0.034168923360994086, "loss_rpn_cls": 0.0011080438816719607, "loss_rpn_loc": 0.0009427849763596896, "lr": 0.0001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5001233043149114, "total_loss": 0.0434189171349999}
{"data_time": 0.003186972811818123, "eta_seconds": 1969.4915857063606, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1601063829787234, "fast_rcnn/fg_cls_accuracy": 0.8252262443438914, "iteration": 36139, "loss_box_reg": 0.0069155362725723535, "loss_cls": 0.035465513152303174, "loss_rpn_cls": 0.0007751997197829041, "loss_rpn_loc": 0.0010978180907841306, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49106722325086594, "total_loss": 0.04535249464015578}
{"data_time": 0.003307958133518696, "eta_seconds": 1959.92854172457, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2159090909090909, "fast_rcnn/fg_cls_accuracy": 0.7840909090909092, "iteration": 36159, "loss_box_reg": 0.006794223401811905, "loss_cls": 0.03757084556855261, "loss_rpn_cls": 0.0007999169299068853, "loss_rpn_loc": 0.001023590135446284, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5085796024650335, "total_loss": 0.04632790721623792}
{"data_time": 0.0031319698318839073, "eta_seconds": 1950.1417489787564, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.09791370317686107, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 36179, "loss_box_reg": 0.0062568719004048035, "loss_cls": 0.03410936758155003, "loss_rpn_cls": 0.000641886881908249, "loss_rpn_loc": 0.0009938844814314507, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.520571967586875, "total_loss": 0.04312618298348525}
{"data_time": 0.00329497829079628, "eta_seconds": 1942.0933207310736, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10272536687631027, "fast_rcnn/fg_cls_accuracy": 0.8972746331236897, "iteration": 36199, "loss_box_reg": 0.006894104881212115, "loss_cls": 0.036084172839764506, "loss_rpn_cls": 0.0006128317237426018, "loss_rpn_loc": 0.001191509210912045, "lr": 0.0001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5264019602909684, "total_loss": 0.04466707820722604}
{"data_time": 0.0034044384956359863, "eta_seconds": 1931.1952014267445, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16710963455149502, "fast_rcnn/fg_cls_accuracy": 0.8242857142857143, "iteration": 36219, "loss_box_reg": 0.006423872211598791, "loss_cls": 0.03661910237860866, "loss_rpn_cls": 0.0003367106806138054, "loss_rpn_loc": 0.0009775685757631436, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.501905107870698, "total_loss": 0.043951165754776866}
{"data_time": 0.0030300654470920563, "eta_seconds": 1919.5247203707695, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19960474308300397, "fast_rcnn/fg_cls_accuracy": 0.7822134387351779, "iteration": 36239, "loss_box_reg": 0.006476951879449189, "loss_cls": 0.03678174107335508, "loss_rpn_cls": 0.0006273952117226145, "loss_rpn_loc": 0.0010166302854486275, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5036203293129802, "total_loss": 0.044988368912925125}
{"data_time": 0.0030538802966475487, "eta_seconds": 1909.3171972632408, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13076923076923075, "fast_rcnn/fg_cls_accuracy": 0.8633333333333333, "iteration": 36259, "loss_box_reg": 0.006153790367534384, "loss_cls": 0.03406246588565409, "loss_rpn_cls": 0.0005517920121747011, "loss_rpn_loc": 0.0012674919144046726, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5051381904631853, "total_loss": 0.04248952490115698}
{"data_time": 0.0031639188528060913, "eta_seconds": 1899.0033610407263, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08333333333333334, "fast_rcnn/fg_cls_accuracy": 0.9166666666666667, "iteration": 36279, "loss_box_reg": 0.006807707643019967, "loss_cls": 0.03431835991796106, "loss_rpn_cls": 0.0005207543927099323, "loss_rpn_loc": 0.0013218154635978863, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087838293984532, "total_loss": 0.04257043242381542}
{"data_time": 0.003130577504634857, "eta_seconds": 1888.896784341894, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11444256756756757, "fast_rcnn/fg_cls_accuracy": 0.8855574324324325, "iteration": 36299, "loss_box_reg": 0.006902866254677065, "loss_cls": 0.03319428165559657, "loss_rpn_cls": 0.0005304555807867928, "loss_rpn_loc": 0.0009926786551659461, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5118535934016109, "total_loss": 0.042896083924830464}
{"data_time": 0.0031901411712169647, "eta_seconds": 1876.5846129655838, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 36319, "loss_box_reg": 0.006350744602968916, "loss_cls": 0.03673691803123802, "loss_rpn_cls": 0.0005734988995271806, "loss_rpn_loc": 0.0011020786678272998, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5092161474749446, "total_loss": 0.04536326204961938}
{"data_time": 0.003158770501613617, "eta_seconds": 1866.3885542154312, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15557020435069216, "fast_rcnn/fg_cls_accuracy": 0.8444297956493079, "iteration": 36339, "loss_box_reg": 0.00656990404240787, "loss_cls": 0.03823513019597158, "loss_rpn_cls": 0.000955060293890142, "loss_rpn_loc": 0.0009830089948081877, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5105133578181267, "total_loss": 0.048538704255349785}
{"data_time": 0.003229869529604912, "eta_seconds": 1857.6237152209505, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.18463611859838275, "fast_rcnn/fg_cls_accuracy": 0.8153638814016173, "iteration": 36359, "loss_box_reg": 0.006774851179216057, "loss_cls": 0.036310834024334326, "loss_rpn_cls": 0.0005463479480454225, "loss_rpn_loc": 0.0012226539020048222, "lr": 0.0001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5117869153618813, "total_loss": 0.0454833048161305}
{"data_time": 0.0032379217445850372, "eta_seconds": 1847.302613443695, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17662337662337663, "fast_rcnn/fg_cls_accuracy": 0.7871396895787139, "iteration": 36379, "loss_box_reg": 0.006688848457997665, "loss_cls": 0.03875133566907607, "loss_rpn_cls": 0.000922178845542021, "loss_rpn_loc": 0.0012232097396918107, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5122738862410188, "total_loss": 0.04771383543054242}
{"data_time": 0.003209136426448822, "eta_seconds": 1834.562711128965, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17164484451718492, "fast_rcnn/fg_cls_accuracy": 0.828355155482815, "iteration": 36399, "loss_box_reg": 0.007279159079189412, "loss_cls": 0.03880469989962876, "loss_rpn_cls": 0.0006265605649957706, "loss_rpn_loc": 0.0011282932209724095, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5067902253940701, "total_loss": 0.048282175225082824}
{"data_time": 0.003463026136159897, "eta_seconds": 1825.6043192148209, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14423076923076922, "fast_rcnn/fg_cls_accuracy": 0.8557692307692308, "iteration": 36419, "loss_box_reg": 0.006998193566687405, "loss_cls": 0.0346613708534278, "loss_rpn_cls": 0.0008543501373310392, "loss_rpn_loc": 0.0010225609785265988, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.517519879154861, "total_loss": 0.044510060358959436}
{"data_time": 0.0031735748052597046, "eta_seconds": 1814.1843416634947, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13701201201201202, "fast_rcnn/fg_cls_accuracy": 0.862987987987988, "iteration": 36439, "loss_box_reg": 0.006353704578941688, "loss_cls": 0.03752611798699945, "loss_rpn_cls": 0.0004364648183070585, "loss_rpn_loc": 0.0010157605447602691, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5121474526822567, "total_loss": 0.04518714284981229}
{"data_time": 0.003262779675424099, "eta_seconds": 1803.6133460076526, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.09864603481624759, "fast_rcnn/fg_cls_accuracy": 0.9013539651837523, "iteration": 36459, "loss_box_reg": 0.006481431133579463, "loss_cls": 0.035189007699955255, "loss_rpn_cls": 0.000942411578691349, "loss_rpn_loc": 0.0009033582100528292, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5128593519330025, "total_loss": 0.04416907821666882}
{"data_time": 0.0033597368746995926, "eta_seconds": 1793.791045339778, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7870967741935484, "iteration": 36479, "loss_box_reg": 0.006505970159196295, "loss_cls": 0.03669373053708114, "loss_rpn_cls": 0.0005229359661029775, "loss_rpn_loc": 0.0013146870169293834, "lr": 0.0001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049077048897743, "total_loss": 0.0449095972211353}
{"data_time": 0.003276451490819454, "eta_seconds": 1782.7085616448894, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15229885057471265, "fast_rcnn/fg_cls_accuracy": 0.8277777777777777, "iteration": 36499, "loss_box_reg": 0.006974830699618906, "loss_cls": 0.0373260733904317, "loss_rpn_cls": 0.0007337811121033155, "loss_rpn_loc": 0.0011266889050602913, "lr": 0.0001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4999190242961049, "total_loss": 0.046128287442797955}
{"data_time": 0.003228209912776947, "eta_seconds": 1774.624025464058, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13840996168582376, "fast_rcnn/fg_cls_accuracy": 0.8615900383141762, "iteration": 36519, "loss_box_reg": 0.006459162395913154, "loss_cls": 0.036018227896420285, "loss_rpn_cls": 0.0004870708857538375, "loss_rpn_loc": 0.0010994918557116762, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5114372465759516, "total_loss": 0.045865345425568194}
{"data_time": 0.0030029891058802605, "eta_seconds": 1763.238417999819, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15870910698496904, "fast_rcnn/fg_cls_accuracy": 0.8412908930150309, "iteration": 36539, "loss_box_reg": 0.006796146655688062, "loss_cls": 0.03674852693802677, "loss_rpn_cls": 0.0005132596755288432, "loss_rpn_loc": 0.0009191075569106033, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49254545383155346, "total_loss": 0.04482424418586106}
{"data_time": 0.003092714585363865, "eta_seconds": 1752.678204917349, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15892857142857142, "fast_rcnn/fg_cls_accuracy": 0.8410714285714285, "iteration": 36559, "loss_box_reg": 0.0068709411134477705, "loss_cls": 0.0362687366141472, "loss_rpn_cls": 0.0015630583779682183, "loss_rpn_loc": 0.0009634318448661361, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5048875007778406, "total_loss": 0.046188557356636295}
{"data_time": 0.003532237373292446, "eta_seconds": 1740.895622894168, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10576923076923075, "fast_rcnn/fg_cls_accuracy": 0.8942307692307692, "iteration": 36579, "loss_box_reg": 0.006123847721028142, "loss_cls": 0.03854612959548831, "loss_rpn_cls": 0.0004108688937662919, "loss_rpn_loc": 0.0010312880058336305, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48767657671123743, "total_loss": 0.046263600832730845}
{"data_time": 0.00321314949542284, "eta_seconds": 1729.5416570799425, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.15399330463892874, "fast_rcnn/fg_cls_accuracy": 0.8193960511033682, "iteration": 36599, "loss_box_reg": 0.006560522713698447, "loss_cls": 0.036544870177749544, "loss_rpn_cls": 0.0008403078041965273, "loss_rpn_loc": 0.0011764784831029829, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5042083170264959, "total_loss": 0.0460129831705558}
{"data_time": 0.0030050743371248245, "eta_seconds": 1720.3274768181145, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13574938574938575, "fast_rcnn/fg_cls_accuracy": 0.8448667044809983, "iteration": 36619, "loss_box_reg": 0.00607781540020369, "loss_cls": 0.03488977247616276, "loss_rpn_cls": 0.0007396059266113753, "loss_rpn_loc": 0.0010890830781136174, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5065727028995752, "total_loss": 0.04442802975268023}
{"data_time": 0.003230608068406582, "eta_seconds": 1710.3625222295523, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1285377358490566, "fast_rcnn/fg_cls_accuracy": 0.8607915324436264, "iteration": 36639, "loss_box_reg": 0.006565615665749647, "loss_cls": 0.03855388090596534, "loss_rpn_cls": 0.0008421120596722176, "loss_rpn_loc": 0.000972666739471606, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.509196906350553, "total_loss": 0.047715169483126374}
{"data_time": 0.003257792443037033, "eta_seconds": 1698.3373617352918, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11815661815661815, "fast_rcnn/fg_cls_accuracy": 0.8799082100968894, "iteration": 36659, "loss_box_reg": 0.006485340447397903, "loss_cls": 0.03599836543435231, "loss_rpn_cls": 0.0008633088817759926, "loss_rpn_loc": 0.001095890011129086, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49207546561956406, "total_loss": 0.04591615249546521}
{"data_time": 0.0031547611579298973, "eta_seconds": 1689.6710974322632, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16407982261640797, "fast_rcnn/fg_cls_accuracy": 0.835920177383592, "iteration": 36679, "loss_box_reg": 0.006259863439481705, "loss_cls": 0.038176830974407494, "loss_rpn_cls": 0.0007289714310445561, "loss_rpn_loc": 0.0011777983309002593, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5150585016235709, "total_loss": 0.047669792597332616}
{"data_time": 0.003190206363797188, "eta_seconds": 1677.8191549004987, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11396103896103896, "fast_rcnn/fg_cls_accuracy": 0.8746753246753247, "iteration": 36699, "loss_box_reg": 0.0063518399256281555, "loss_cls": 0.036720898671774194, "loss_rpn_cls": 0.001064943080407943, "loss_rpn_loc": 0.001137318979090196, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4957816069945693, "total_loss": 0.04605607398102052}
{"data_time": 0.003338201902806759, "eta_seconds": 1666.4951323838905, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.21991978609625668, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 36719, "loss_box_reg": 0.006338971768855117, "loss_cls": 0.036851754586678, "loss_rpn_cls": 0.0005737809295851548, "loss_rpn_loc": 0.0011899707042175578, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5030960217118263, "total_loss": 0.046274773671370895}
{"data_time": 0.0032218648120760918, "eta_seconds": 1656.3366737896577, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3282647584973166, "fast_rcnn/fg_cls_accuracy": 0.6717352415026834, "iteration": 36739, "loss_box_reg": 0.006820613605668768, "loss_cls": 0.0399401793256402, "loss_rpn_cls": 0.0006249493588939004, "loss_rpn_loc": 0.0011064741847803816, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.515919791534543, "total_loss": 0.04804033793868712}
{"data_time": 0.0033395299687981606, "eta_seconds": 1646.1782151954249, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21335807050092764, "fast_rcnn/fg_cls_accuracy": 0.7866419294990723, "iteration": 36759, "loss_box_reg": 0.00662770944472868, "loss_cls": 0.037540673132753, "loss_rpn_cls": 0.0006754328711053859, "loss_rpn_loc": 0.0011056571720473585, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098199220374227, "total_loss": 0.04837350365482962}
{"data_time": 0.0032423334196209908, "eta_seconds": 1637.0735318362713, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20465116279069767, "fast_rcnn/fg_cls_accuracy": 0.7953488372093023, "iteration": 36779, "loss_box_reg": 0.006610274373088032, "loss_cls": 0.038094389834441245, "loss_rpn_cls": 0.0007639560871837148, "loss_rpn_loc": 0.0010421219885756727, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215584542602301, "total_loss": 0.046497271869156975}
{"data_time": 0.0032112430781126022, "eta_seconds": 1625.7378062875941, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1327284946236559, "fast_rcnn/fg_cls_accuracy": 0.8533171028606208, "iteration": 36799, "loss_box_reg": 0.00649754231562838, "loss_cls": 0.03513569579808973, "loss_rpn_cls": 0.000806131524473841, "loss_rpn_loc": 0.0011075343609263655, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49951148498803377, "total_loss": 0.04303500194407661}
{"data_time": 0.003303241916000843, "eta_seconds": 1615.126323766075, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1611111111111111, "fast_rcnn/fg_cls_accuracy": 0.8388888888888889, "iteration": 36819, "loss_box_reg": 0.006324557965854183, "loss_cls": 0.03788428698317148, "loss_rpn_cls": 0.0012360136885263273, "loss_rpn_loc": 0.00107785341606359, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4976512249559164, "total_loss": 0.04620174575063629}
{"data_time": 0.003047926351428032, "eta_seconds": 1605.5443808184937, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19806763285024154, "fast_rcnn/fg_cls_accuracy": 0.8019323671497585, "iteration": 36839, "loss_box_reg": 0.00675080630753655, "loss_cls": 0.03688826356665231, "loss_rpn_cls": 0.0006932339081089367, "loss_rpn_loc": 0.0012547339847515104, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.516337369568646, "total_loss": 0.04634922430000188}
{"data_time": 0.0032656611874699593, "eta_seconds": 1595.2647452512756, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12220843672456576, "fast_rcnn/fg_cls_accuracy": 0.8777915632754343, "iteration": 36859, "loss_box_reg": 0.006762033503036946, "loss_cls": 0.03701160562923178, "loss_rpn_cls": 0.0009544482347791927, "loss_rpn_loc": 0.0012959284358657897, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5004855841398239, "total_loss": 0.048089013097751376}
{"data_time": 0.0029573142528533936, "eta_seconds": 1583.252197845839, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1633122484186314, "fast_rcnn/fg_cls_accuracy": 0.8366877515813687, "iteration": 36879, "loss_box_reg": 0.006995611824095249, "loss_cls": 0.03990864919614978, "loss_rpn_cls": 0.0007682629841383459, "loss_rpn_loc": 0.0011452215276221978, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4882639078423381, "total_loss": 0.047728591456547065}
{"data_time": 0.003075174055993557, "eta_seconds": 1571.750711940229, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2705949656750572, "fast_rcnn/fg_cls_accuracy": 0.7294050343249427, "iteration": 36899, "loss_box_reg": 0.006396401207894087, "loss_cls": 0.03735862302710302, "loss_rpn_cls": 0.0006301943828219692, "loss_rpn_loc": 0.0011431650491431355, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49414376355707645, "total_loss": 0.04680592077394863}
{"data_time": 0.0030941320583224297, "eta_seconds": 1561.6136547848582, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22174447174447176, "fast_rcnn/fg_cls_accuracy": 0.7782555282555282, "iteration": 36919, "loss_box_reg": 0.00686072300595697, "loss_cls": 0.035005154786631465, "loss_rpn_cls": 0.0008699945193484382, "loss_rpn_loc": 0.001278197712963447, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119433859363198, "total_loss": 0.04516447299610604}
{"data_time": 0.003602743148803711, "eta_seconds": 1551.3631081413478, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16062653562653562, "fast_rcnn/fg_cls_accuracy": 0.8291753291753292, "iteration": 36939, "loss_box_reg": 0.006663234264124185, "loss_cls": 0.03573232179041952, "loss_rpn_cls": 0.0008838662445498358, "loss_rpn_loc": 0.0011162684586452087, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5096322447061539, "total_loss": 0.04478176334521322}
{"data_time": 0.003037690185010433, "eta_seconds": 1539.6021851822734, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14332514332514334, "fast_rcnn/fg_cls_accuracy": 0.8566748566748568, "iteration": 36959, "loss_box_reg": 0.006691521528409794, "loss_cls": 0.037533806724241, "loss_rpn_cls": 0.0008463922343935337, "loss_rpn_loc": 0.0010513992092455737, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5010882522910833, "total_loss": 0.04624977251833684}
{"data_time": 0.0033096419647336006, "eta_seconds": 1528.9795280769467, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17414529914529914, "fast_rcnn/fg_cls_accuracy": 0.8258547008547008, "iteration": 36979, "loss_box_reg": 0.0063291807891801, "loss_cls": 0.036991648899856955, "loss_rpn_cls": 0.0006626300455963019, "loss_rpn_loc": 0.0012535650048448588, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49806919507682323, "total_loss": 0.0456662318190979}
{"data_time": 0.0032515181228518486, "eta_seconds": 1517.8492044704035, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1630280018984338, "fast_rcnn/fg_cls_accuracy": 0.8369719981015662, "iteration": 36999, "loss_box_reg": 0.006269912933930755, "loss_cls": 0.03543424583040178, "loss_rpn_cls": 0.0004933752415894332, "loss_rpn_loc": 0.0009492254939686973, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.512946262024343, "total_loss": 0.04335872141399477}
{"data_time": 0.003186231479048729, "eta_seconds": 1507.7335816482082, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13031358885017422, "fast_rcnn/fg_cls_accuracy": 0.8696864111498257, "iteration": 37019, "loss_box_reg": 0.0064597380987834185, "loss_cls": 0.035461275139823556, "loss_rpn_cls": 0.0008922317738324637, "loss_rpn_loc": 0.000977250914729666, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5085269929841161, "total_loss": 0.044414325091544526}
{"data_time": 0.003288283944129944, "eta_seconds": 1497.617958826013, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 37039, "loss_box_reg": 0.006151861511170864, "loss_cls": 0.03341650843503885, "loss_rpn_cls": 0.0008040678114866751, "loss_rpn_loc": 0.001162230370027828, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5071980459615588, "total_loss": 0.04269706552736352}
{"data_time": 0.0031386399641633034, "eta_seconds": 1488.974030457437, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15434173669467788, "fast_rcnn/fg_cls_accuracy": 0.8456582633053222, "iteration": 37059, "loss_box_reg": 0.006568756041815504, "loss_cls": 0.03534549876349047, "loss_rpn_cls": 0.0009720781827979863, "loss_rpn_loc": 0.0010841345119843027, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5041461801156402, "total_loss": 0.044742335055161675}
{"data_time": 0.003089603967964649, "eta_seconds": 1478.6360646588728, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27529761904761907, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 37079, "loss_box_reg": 0.00638466831878759, "loss_cls": 0.03705890188575722, "loss_rpn_cls": 0.0006568866210159285, "loss_rpn_loc": 0.0010327195759600727, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5115304198116064, "total_loss": 0.045207079747342505}
{"data_time": 0.0032976651564240456, "eta_seconds": 1467.271090359427, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19246031746031744, "fast_rcnn/fg_cls_accuracy": 0.7936507936507937, "iteration": 37099, "loss_box_reg": 0.006615412159590051, "loss_cls": 0.03716573814745061, "loss_rpn_cls": 0.0007472416838822937, "loss_rpn_loc": 0.0012310366437304765, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5079991528764367, "total_loss": 0.04616081786073778}
{"data_time": 0.003397548571228981, "eta_seconds": 1458.5971376225352, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8178571428571428, "iteration": 37119, "loss_box_reg": 0.006090443712309934, "loss_cls": 0.03518193753552623, "loss_rpn_cls": 0.0007957837732988082, "loss_rpn_loc": 0.0010280591650371207, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.512159489095211, "total_loss": 0.04455658303820975}
{"data_time": 0.0030866852030158043, "eta_seconds": 1450.1060260757804, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16287878787878787, "fast_rcnn/fg_cls_accuracy": 0.8371212121212122, "iteration": 37139, "loss_box_reg": 0.006454739675973542, "loss_cls": 0.03772900192416273, "loss_rpn_cls": 0.0008124112140421857, "loss_rpn_loc": 0.0010958420170936733, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5140123376622796, "total_loss": 0.046111655612946834}
{"data_time": 0.0032162340357899666, "eta_seconds": 1440.2279404448345, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14171122994652408, "fast_rcnn/fg_cls_accuracy": 0.8582887700534759, "iteration": 37159, "loss_box_reg": 0.006324920803308487, "loss_cls": 0.0360494255728554, "loss_rpn_cls": 0.001126333893509468, "loss_rpn_loc": 0.0009450613724766299, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5286194179207087, "total_loss": 0.045095500010631895}
{"data_time": 0.0032937852665781975, "eta_seconds": 1427.5824430296198, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11266447368421052, "fast_rcnn/fg_cls_accuracy": 0.8873355263157895, "iteration": 37179, "loss_box_reg": 0.0066262774635106325, "loss_cls": 0.035291588166728616, "loss_rpn_cls": 0.0007139530624726831, "loss_rpn_loc": 0.0014145024215395097, "lr": 0.0001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.47870191652327776, "total_loss": 0.04388581689278226}
{"data_time": 0.0034211911261081696, "eta_seconds": 1416.6929762484506, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14166666666666666, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 37199, "loss_box_reg": 0.006312359910225496, "loss_cls": 0.03610242155264132, "loss_rpn_cls": 0.0011445089298263156, "loss_rpn_loc": 0.0010708550998970168, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4904489116743207, "total_loss": 0.046065476379283155}
{"data_time": 0.003298100084066391, "eta_seconds": 1406.5773534262553, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.11822169059011164, "fast_rcnn/fg_cls_accuracy": 0.8817783094098883, "iteration": 37219, "loss_box_reg": 0.00672379502793774, "loss_cls": 0.03781876151333563, "loss_rpn_cls": 0.0011330572466192734, "loss_rpn_loc": 0.0009595623632776551, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.504039497114718, "total_loss": 0.04691885554751707}
{"data_time": 0.0034332433715462685, "eta_seconds": 1396.6851425254717, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13529856386999245, "fast_rcnn/fg_cls_accuracy": 0.8647014361300076, "iteration": 37239, "loss_box_reg": 0.006725048369844444, "loss_cls": 0.03541375606437214, "loss_rpn_cls": 0.0007737791165709496, "loss_rpn_loc": 0.0011358568990544882, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5060745095834136, "total_loss": 0.04381184570723917}
{"data_time": 0.003251352347433567, "eta_seconds": 1386.567901362665, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13025210084033612, "fast_rcnn/fg_cls_accuracy": 0.8697478991596639, "iteration": 37259, "loss_box_reg": 0.00634766963776201, "loss_cls": 0.038040173007175326, "loss_rpn_cls": 0.0008386479987620987, "loss_rpn_loc": 0.001125246304582106, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5092154545709491, "total_loss": 0.046292883346986}
{"data_time": 0.002974436618387699, "eta_seconds": 1376.0244653625414, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14027777777777778, "fast_rcnn/fg_cls_accuracy": 0.8444444444444444, "iteration": 37279, "loss_box_reg": 0.006510358565719798, "loss_cls": 0.03587454603984952, "loss_rpn_cls": 0.0008575763577169937, "loss_rpn_loc": 0.0010760812983789947, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4971399549394846, "total_loss": 0.045341687338066095}
{"data_time": 0.0032782843336462975, "eta_seconds": 1364.8018831480294, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2523860021208908, "fast_rcnn/fg_cls_accuracy": 0.7476139978791092, "iteration": 37299, "loss_box_reg": 0.006717633630614728, "loss_cls": 0.036690012260805815, "loss_rpn_cls": 0.0005829651717306206, "loss_rpn_loc": 0.0011213734269404085, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49287269823253155, "total_loss": 0.04593768018693822}
{"data_time": 0.003102869726717472, "eta_seconds": 1353.6224107854068, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.10681818181818181, "fast_rcnn/fg_cls_accuracy": 0.886038961038961, "iteration": 37319, "loss_box_reg": 0.00696858590526972, "loss_cls": 0.038656695862300694, "loss_rpn_cls": 0.000746555566479401, "loss_rpn_loc": 0.0010827771820913767, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49643307365477085, "total_loss": 0.049040645646073244}
{"data_time": 0.003219527192413807, "eta_seconds": 1343.4441690724343, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.09438775510204081, "fast_rcnn/fg_cls_accuracy": 0.9056122448979592, "iteration": 37339, "loss_box_reg": 0.006016752537107095, "loss_cls": 0.033716844976879656, "loss_rpn_cls": 0.0006471436666828367, "loss_rpn_loc": 0.0011892795546373236, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5085501447319984, "total_loss": 0.041182497767522364}
{"data_time": 0.003205094486474991, "eta_seconds": 1333.7706199847162, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13097560975609757, "fast_rcnn/fg_cls_accuracy": 0.8605555555555555, "iteration": 37359, "loss_box_reg": 0.006555311061674729, "loss_cls": 0.03449268831172958, "loss_rpn_cls": 0.000629420516332857, "loss_rpn_loc": 0.001257468873518519, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5276178419589996, "total_loss": 0.04401314042277704}
{"data_time": 0.0031173396855592728, "eta_seconds": 1322.7827329598367, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23809523809523808, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 37379, "loss_box_reg": 0.0068545219546649605, "loss_cls": 0.035226988926297054, "loss_rpn_cls": 0.00041324774906570383, "loss_rpn_loc": 0.0012246316291566473, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4942994052544236, "total_loss": 0.04464735840727485}
{"data_time": 0.0034341253340244293, "eta_seconds": 1313.1523050572723, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1727504244482173, "fast_rcnn/fg_cls_accuracy": 0.8247602441150829, "iteration": 37399, "loss_box_reg": 0.0063610697543481365, "loss_cls": 0.036302490159869194, "loss_rpn_cls": 0.0006069126276031511, "loss_rpn_loc": 0.0012069152126059635, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5099112428724766, "total_loss": 0.045264482255078065}
{"data_time": 0.0031477920711040497, "eta_seconds": 1303.0550170522183, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.143296853625171, "fast_rcnn/fg_cls_accuracy": 0.8567031463748289, "iteration": 37419, "loss_box_reg": 0.0065776409464888275, "loss_cls": 0.035790025984169915, "loss_rpn_cls": 0.0011045157378362092, "loss_rpn_loc": 0.0009910902226692997, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5076543111354113, "total_loss": 0.0456207317248527}
{"data_time": 0.003263966180384159, "eta_seconds": 1292.9577290471643, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26549865229110514, "fast_rcnn/fg_cls_accuracy": 0.7345013477088949, "iteration": 37439, "loss_box_reg": 0.00639015254273545, "loss_cls": 0.035615379456430674, "loss_rpn_cls": 0.0009949082041487145, "loss_rpn_loc": 0.001192169431305956, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5133770322427154, "total_loss": 0.04487330643257792}
{"data_time": 0.0033352551981806755, "eta_seconds": 1282.5864771511406, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2039676425269646, "fast_rcnn/fg_cls_accuracy": 0.7960323574730355, "iteration": 37459, "loss_box_reg": 0.006950808485271409, "loss_cls": 0.03455292963190004, "loss_rpn_cls": 0.0007466540189398074, "loss_rpn_loc": 0.001287750288611278, "lr": 0.0001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4989617960527539, "total_loss": 0.044298151980399325}
{"data_time": 0.0032593226060271263, "eta_seconds": 1272.9362563695759, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14829931972789115, "fast_rcnn/fg_cls_accuracy": 0.8517006802721089, "iteration": 37479, "loss_box_reg": 0.0065907811222132295, "loss_cls": 0.03682542510796338, "loss_rpn_cls": 0.0007404048876651359, "loss_rpn_loc": 0.0009083902168640634, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5155933666974306, "total_loss": 0.04484997220913556}
{"data_time": 0.003168713301420212, "eta_seconds": 1262.6658650320023, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11596638655462185, "fast_rcnn/fg_cls_accuracy": 0.8622291021671826, "iteration": 37499, "loss_box_reg": 0.006109634006861597, "loss_cls": 0.034916818636702374, "loss_rpn_cls": 0.000618385024665713, "loss_rpn_loc": 0.0009267565492336871, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49371552374213934, "total_loss": 0.04307681319943413}
{"data_time": 0.0033055907115340233, "eta_seconds": 1252.900946910493, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.177338355304457, "fast_rcnn/fg_cls_accuracy": 0.822661644695543, "iteration": 37519, "loss_box_reg": 0.006213288172148168, "loss_cls": 0.037924855831079185, "loss_rpn_cls": 0.0006910515814411156, "loss_rpn_loc": 0.001125118065829156, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5244401581585407, "total_loss": 0.04603550065093032}
{"data_time": 0.003473512828350067, "eta_seconds": 1243.4892145041376, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.15513794482207116, "fast_rcnn/fg_cls_accuracy": 0.8061497326203209, "iteration": 37539, "loss_box_reg": 0.006719812488881871, "loss_cls": 0.038532770588062704, "loss_rpn_cls": 0.0005651656332474886, "loss_rpn_loc": 0.0010310227789886994, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5071747405454516, "total_loss": 0.046826991732928036}
{"data_time": 0.0032284175977110863, "eta_seconds": 1233.9602391170338, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20050215208034433, "fast_rcnn/fg_cls_accuracy": 0.791795665634675, "iteration": 37559, "loss_box_reg": 0.006607961258850992, "loss_cls": 0.03679151527467184, "loss_rpn_cls": 0.0011068432654042226, "loss_rpn_loc": 0.0011488150394143304, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132594630122185, "total_loss": 0.04571524777054492}
{"data_time": 0.0031046858057379723, "eta_seconds": 1224.169170417823, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1791158536585366, "fast_rcnn/fg_cls_accuracy": 0.8208841463414633, "iteration": 37579, "loss_box_reg": 0.006147447798866779, "loss_cls": 0.03418192474055104, "loss_rpn_cls": 0.0008006734336731824, "loss_rpn_loc": 0.0010187416119151749, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49404649436473846, "total_loss": 0.043284695879663104}
{"data_time": 0.0031160302460193634, "eta_seconds": 1214.1987288994715, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19272803699033209, "fast_rcnn/fg_cls_accuracy": 0.7953950811093669, "iteration": 37599, "loss_box_reg": 0.006693040297250263, "loss_cls": 0.03820005603483878, "loss_rpn_cls": 0.0007513432470886983, "loss_rpn_loc": 0.001274311021916219, "lr": 0.0001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5022587981075048, "total_loss": 0.04790575318952506}
{"data_time": 0.0032250816002488136, "eta_seconds": 1204.0846203705296, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6726190476190477, "iteration": 37619, "loss_box_reg": 0.006707223365083337, "loss_cls": 0.03674919265904464, "loss_rpn_cls": 0.001132186735162577, "loss_rpn_loc": 0.0010935113914456451, "lr": 0.0001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5052231717854738, "total_loss": 0.045041156934587434}
{"data_time": 0.003223157487809658, "eta_seconds": 1194.0268684336916, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12202380952380952, "fast_rcnn/fg_cls_accuracy": 0.8245967741935484, "iteration": 37639, "loss_box_reg": 0.006520022448967211, "loss_cls": 0.03679680931963958, "loss_rpn_cls": 0.001043636795102998, "loss_rpn_loc": 0.0012634356462513097, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5207422422245145, "total_loss": 0.04580954182483765}
{"data_time": 0.003196876496076584, "eta_seconds": 1184.0124290166423, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18579626972740315, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 37659, "loss_box_reg": 0.006745564125594683, "loss_cls": 0.03683541831560433, "loss_rpn_cls": 0.0005100236197108643, "loss_rpn_loc": 0.00106834269445244, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4966046139597893, "total_loss": 0.04554142510920656}
{"data_time": 0.003119286149740219, "eta_seconds": 1173.7976965839043, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32890222984562606, "fast_rcnn/fg_cls_accuracy": 0.6710977701543739, "iteration": 37679, "loss_box_reg": 0.006354480021400377, "loss_cls": 0.03642393628251739, "loss_rpn_cls": 0.0005502616103569835, "loss_rpn_loc": 0.0009926580023602583, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5081055676564574, "total_loss": 0.04433420859922421}
{"data_time": 0.0029893433675169945, "eta_seconds": 1163.7815459920093, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16443850267379678, "fast_rcnn/fg_cls_accuracy": 0.8355614973262032, "iteration": 37699, "loss_box_reg": 0.006359935665386729, "loss_cls": 0.035657934058690444, "loss_rpn_cls": 0.0008020681525806594, "loss_rpn_loc": 0.0010210203772658133, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5005124416202307, "total_loss": 0.044618772344122704}
{"data_time": 0.0030434122309088707, "eta_seconds": 1153.5140777258202, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16636029411764708, "fast_rcnn/fg_cls_accuracy": 0.8336397058823529, "iteration": 37719, "loss_box_reg": 0.006451071152696386, "loss_cls": 0.035462402389384806, "loss_rpn_cls": 0.0004957447713991314, "loss_rpn_loc": 0.0011610661340455408, "lr": 0.0001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5015203477814794, "total_loss": 0.04289790900528345}
{"data_time": 0.0031854799017310143, "eta_seconds": 1143.040908081457, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20416666666666666, "fast_rcnn/fg_cls_accuracy": 0.7958333333333334, "iteration": 37739, "loss_box_reg": 0.006357260179356672, "loss_cls": 0.036608628754038364, "loss_rpn_cls": 0.0008454967716602368, "loss_rpn_loc": 0.0011664638132060645, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.50541833601892, "total_loss": 0.04601480750028486}
{"data_time": 0.003172079101204872, "eta_seconds": 1132.3280494529754, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1606060606060606, "fast_rcnn/fg_cls_accuracy": 0.8393939393939394, "iteration": 37759, "loss_box_reg": 0.006339479150483385, "loss_cls": 0.03770096384687349, "loss_rpn_cls": 0.0008943563400976018, "loss_rpn_loc": 0.0009636735885578673, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49168105982244015, "total_loss": 0.04658127968281178}
{"data_time": 0.0032361894845962524, "eta_seconds": 1122.4078050600365, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16786858974358976, "fast_rcnn/fg_cls_accuracy": 0.8202564102564103, "iteration": 37779, "loss_box_reg": 0.006671544746495783, "loss_cls": 0.03540768931270577, "loss_rpn_cls": 0.0006684400482299679, "loss_rpn_loc": 0.0013317442335392116, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5191763751208782, "total_loss": 0.04551923575752426}
{"data_time": 0.0032698316499590874, "eta_seconds": 1112.7081108745188, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23278985507246377, "fast_rcnn/fg_cls_accuracy": 0.7373015873015873, "iteration": 37799, "loss_box_reg": 0.00626335566630587, "loss_cls": 0.0353674253274221, "loss_rpn_cls": 0.0005451100525988295, "loss_rpn_loc": 0.0012265157456567977, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.519633125513792, "total_loss": 0.04473976095209764}
{"data_time": 0.0029480522498488426, "eta_seconds": 1103.213495680131, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14047619047619048, "fast_rcnn/fg_cls_accuracy": 0.8493589743589745, "iteration": 37819, "loss_box_reg": 0.0066611323854885995, "loss_cls": 0.03568817165796645, "loss_rpn_cls": 0.00059140377499034, "loss_rpn_loc": 0.0010420447651995346, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5156719004735351, "total_loss": 0.043463292467095016}
{"data_time": 0.0030014729127287865, "eta_seconds": 1092.4162542941049, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18724696356275303, "fast_rcnn/fg_cls_accuracy": 0.8045112781954887, "iteration": 37839, "loss_box_reg": 0.006431527523091063, "loss_cls": 0.03374569723382592, "loss_rpn_cls": 0.000736753606354057, "loss_rpn_loc": 0.0009886379539238987, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4943089857697487, "total_loss": 0.041804322105008396}
{"data_time": 0.003213411197066307, "eta_seconds": 1082.3753136675805, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12931995540691194, "fast_rcnn/fg_cls_accuracy": 0.8015607580824973, "iteration": 37859, "loss_box_reg": 0.006656943791313097, "loss_cls": 0.038271135825198144, "loss_rpn_cls": 0.0010433426921281352, "loss_rpn_loc": 0.0010135491565961274, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5057567320764065, "total_loss": 0.0475518424763095}
{"data_time": 0.003053491935133934, "eta_seconds": 1072.6919445404783, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1762749445676275, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 37879, "loss_box_reg": 0.0066630674846237525, "loss_cls": 0.03867973739397712, "loss_rpn_cls": 0.001013628752588147, "loss_rpn_loc": 0.0010353857742302353, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5031171254813671, "total_loss": 0.046957748709417046}
{"data_time": 0.0033390121534466743, "eta_seconds": 1063.662243483588, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1917892156862745, "fast_rcnn/fg_cls_accuracy": 0.7405487804878048, "iteration": 37899, "loss_box_reg": 0.006412130547687411, "loss_cls": 0.03899785946123302, "loss_rpn_cls": 0.0005828617616998599, "loss_rpn_loc": 0.0009924330206558807, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5275060990825295, "total_loss": 0.04803576288814071}
{"data_time": 0.003209906630218029, "eta_seconds": 1053.536948448047, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1206060606060606, "fast_rcnn/fg_cls_accuracy": 0.8793939393939394, "iteration": 37919, "loss_box_reg": 0.006280039175180718, "loss_cls": 0.03518764744512737, "loss_rpn_cls": 0.0008693948936979723, "loss_rpn_loc": 0.0010238137165288208, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5136854220181704, "total_loss": 0.045002037037505715}
{"data_time": 0.0031773271039128304, "eta_seconds": 1044.6127912849188, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 37939, "loss_box_reg": 0.006859010230982676, "loss_cls": 0.03595383942592889, "loss_rpn_cls": 0.0007658846936351438, "loss_rpn_loc": 0.001128631120081991, "lr": 0.0001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5115613704547286, "total_loss": 0.045744463567189086}
{"data_time": 0.0031267916783690453, "eta_seconds": 1034.9140860913321, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19924575738529227, "fast_rcnn/fg_cls_accuracy": 0.8007542426147077, "iteration": 37959, "loss_box_reg": 0.006236507266294211, "loss_cls": 0.03817907744087279, "loss_rpn_cls": 0.0006510253102760544, "loss_rpn_loc": 0.0012897014785266947, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074545368552208, "total_loss": 0.04660441662559833}
{"data_time": 0.0033511966466903687, "eta_seconds": 1025.0800859183073, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 37979, "loss_box_reg": 0.0063552735082339495, "loss_cls": 0.0369215075916145, "loss_rpn_cls": 0.0016056895885867561, "loss_rpn_loc": 0.0010910820274148136, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5146910706534982, "total_loss": 0.047389291786430476}
{"data_time": 0.003348737955093384, "eta_seconds": 1014.8265255270526, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26111111111111107, "fast_rcnn/fg_cls_accuracy": 0.7388888888888889, "iteration": 37999, "loss_box_reg": 0.0062462078931275755, "loss_cls": 0.03974256763467565, "loss_rpn_cls": 0.0007836748755813971, "loss_rpn_loc": 0.0010325578678020975, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.506085186265409, "total_loss": 0.04785049450970291}
{"data_time": 0.003345920704305172, "eta_seconds": 1004.6833318686113, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 38019, "loss_box_reg": 0.0067169257963541895, "loss_cls": 0.0357891239982564, "loss_rpn_cls": 0.000659048828140385, "loss_rpn_loc": 0.0010004121941165067, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5251491824164987, "total_loss": 0.04362500194469021}
{"data_time": 0.003103303723037243, "eta_seconds": 994.54013821017, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1680622009569378, "fast_rcnn/fg_cls_accuracy": 0.8131929046563193, "iteration": 38039, "loss_box_reg": 0.006274786748690531, "loss_cls": 0.033037493674783036, "loss_rpn_cls": 0.0009973801157912021, "loss_rpn_loc": 0.001067767650965834, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5061213923618197, "total_loss": 0.04277041721668695}
{"data_time": 0.003276805393397808, "eta_seconds": 984.5029424875975, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.23623188405797102, "fast_rcnn/fg_cls_accuracy": 0.7637681159420291, "iteration": 38059, "loss_box_reg": 0.006459065858507529, "loss_cls": 0.0364767870050855, "loss_rpn_cls": 0.0009324646882760135, "loss_rpn_loc": 0.0013144167096470483, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5208907471969724, "total_loss": 0.045244800614597125}
{"data_time": 0.003383597359061241, "eta_seconds": 973.9045529244468, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 38079, "loss_box_reg": 0.006669928057817742, "loss_cls": 0.035421774111455306, "loss_rpn_cls": 0.0008078218759948186, "loss_rpn_loc": 0.000977672714725486, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49185191467404366, "total_loss": 0.04393148695129412}
{"data_time": 0.003217441961169243, "eta_seconds": 963.9488519420847, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21567717996289426, "fast_rcnn/fg_cls_accuracy": 0.7843228200371057, "iteration": 38099, "loss_box_reg": 0.006713916765875183, "loss_cls": 0.038883195229573175, "loss_rpn_cls": 0.0005833321715442708, "loss_rpn_loc": 0.0012092498764104676, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5207277089357376, "total_loss": 0.04776770539388053}
{"data_time": 0.003196760080754757, "eta_seconds": 953.2373215528205, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1578099838969404, "fast_rcnn/fg_cls_accuracy": 0.8260120585701981, "iteration": 38119, "loss_box_reg": 0.006113827344961464, "loss_cls": 0.033824178943177685, "loss_rpn_cls": 0.0005801109290359818, "loss_rpn_loc": 0.0010529914325161371, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5064801052212715, "total_loss": 0.04186111427753758}
{"data_time": 0.00331684947013855, "eta_seconds": 942.699344355613, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16521739130434782, "fast_rcnn/fg_cls_accuracy": 0.8347826086956522, "iteration": 38139, "loss_box_reg": 0.006661236955551431, "loss_cls": 0.03827628187718801, "loss_rpn_cls": 0.0010153618268304854, "loss_rpn_loc": 0.0012130589384469204, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5116768116131425, "total_loss": 0.04730493052022666}
{"data_time": 0.0032975049689412117, "eta_seconds": 932.5682390965521, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1486424298205246, "fast_rcnn/fg_cls_accuracy": 0.835920177383592, "iteration": 38159, "loss_box_reg": 0.006340919338981621, "loss_cls": 0.03456686332356185, "loss_rpn_cls": 0.0006545908928501376, "loss_rpn_loc": 0.0013369651478569722, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5195056889206171, "total_loss": 0.04284599404925871}
{"data_time": 0.0031994879245758057, "eta_seconds": 923.3828823706135, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21706989247311828, "fast_rcnn/fg_cls_accuracy": 0.7829301075268817, "iteration": 38179, "loss_box_reg": 0.006874274578876793, "loss_cls": 0.03692699520615861, "loss_rpn_cls": 0.0009873562833035976, "loss_rpn_loc": 0.0010679572023946093, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5120149739086628, "total_loss": 0.045829531735165574}
{"data_time": 0.0030752262100577354, "eta_seconds": 913.3945889426395, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.12824675324675325, "fast_rcnn/fg_cls_accuracy": 0.8717532467532467, "iteration": 38199, "loss_box_reg": 0.006813238142058253, "loss_cls": 0.03767669969238341, "loss_rpn_cls": 0.0007769868761329235, "loss_rpn_loc": 0.0011461498233984457, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5046088239178061, "total_loss": 0.04779947657627304}
{"data_time": 0.003349357284605503, "eta_seconds": 903.0998975848779, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17879325643300797, "fast_rcnn/fg_cls_accuracy": 0.8007985803016859, "iteration": 38219, "loss_box_reg": 0.006487468926934525, "loss_cls": 0.03494146396405995, "loss_rpn_cls": 0.0010995587329034606, "loss_rpn_loc": 0.001071840484655695, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4898186419159174, "total_loss": 0.04333670391065425}
{"data_time": 0.003232722170650959, "eta_seconds": 893.1082016257569, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.09753787878787878, "fast_rcnn/fg_cls_accuracy": 0.8672715053763441, "iteration": 38239, "loss_box_reg": 0.006456614093622193, "loss_cls": 0.03628257437958382, "loss_rpn_cls": 0.0008443595038443164, "loss_rpn_loc": 0.001121644617342099, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.518144060857594, "total_loss": 0.04743011413711429}
{"data_time": 0.0033839959651231766, "eta_seconds": 883.1005418971181, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09761904761904762, "fast_rcnn/fg_cls_accuracy": 0.9023809523809524, "iteration": 38259, "loss_box_reg": 0.006522401250549592, "loss_cls": 0.03604088129941374, "loss_rpn_cls": 0.0006239187487153686, "loss_rpn_loc": 0.0013497616673703305, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5107389595359564, "total_loss": 0.0449391206091434}
{"data_time": 0.0031802449375391006, "eta_seconds": 873.5330867860466, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21740316421167483, "fast_rcnn/fg_cls_accuracy": 0.7825968357883251, "iteration": 38279, "loss_box_reg": 0.007135103107430041, "loss_cls": 0.040965065272757784, "loss_rpn_cls": 0.0006566612412370887, "loss_rpn_loc": 0.0011825849760498386, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5128664756193757, "total_loss": 0.051208462197905646}
{"data_time": 0.003202063962817192, "eta_seconds": 864.0608776370063, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1341354723707665, "fast_rcnn/fg_cls_accuracy": 0.838235294117647, "iteration": 38299, "loss_box_reg": 0.006284355447860435, "loss_cls": 0.034403265453875065, "loss_rpn_cls": 0.000818256978647014, "loss_rpn_loc": 0.0013696793630515458, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5101683596149087, "total_loss": 0.04376700784661125}
{"data_time": 0.003364894539117813, "eta_seconds": 854.7041628574952, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17954545454545456, "fast_rcnn/fg_cls_accuracy": 0.8204545454545455, "iteration": 38319, "loss_box_reg": 0.0067506715131457895, "loss_cls": 0.03671123264939524, "loss_rpn_cls": 0.0013129175507060609, "loss_rpn_loc": 0.0012330413046584, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5154525423422456, "total_loss": 0.04558183189618603}
{"data_time": 0.003663254901766777, "eta_seconds": 844.1937889214605, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.08211382113821139, "fast_rcnn/fg_cls_accuracy": 0.9178861788617887, "iteration": 38339, "loss_box_reg": 0.00636743337236112, "loss_cls": 0.03428978199372068, "loss_rpn_cls": 0.0005137888608715002, "loss_rpn_loc": 0.0012239697316545062, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5029522962868214, "total_loss": 0.044093249961647984}
{"data_time": 0.0035410141572356224, "eta_seconds": 833.3215855741873, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3419501133786848, "fast_rcnn/fg_cls_accuracy": 0.6580498866213151, "iteration": 38359, "loss_box_reg": 0.006603060843190178, "loss_cls": 0.038265977607807145, "loss_rpn_cls": 0.0008502254956397337, "loss_rpn_loc": 0.0010611285852064611, "lr": 0.0001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5066585168242455, "total_loss": 0.04671339194396751}
{"data_time": 0.0031873593106865883, "eta_seconds": 824.7638397701085, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10882352941176471, "fast_rcnn/fg_cls_accuracy": 0.8603896103896104, "iteration": 38379, "loss_box_reg": 0.006795145658543333, "loss_cls": 0.03533846899517812, "loss_rpn_cls": 0.0007477541168583457, "loss_rpn_loc": 0.0013274509328766726, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5172767778858542, "total_loss": 0.045404060076904784}
{"data_time": 0.003202761523425579, "eta_seconds": 814.4628988597542, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17923015236567763, "fast_rcnn/fg_cls_accuracy": 0.8207698476343224, "iteration": 38399, "loss_box_reg": 0.006434347233152948, "loss_cls": 0.037890643638093024, "loss_rpn_cls": 0.0006672163117968921, "loss_rpn_loc": 0.0010600584537314717, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4989961674436927, "total_loss": 0.04623170888760342}
{"data_time": 0.003092587925493717, "eta_seconds": 804.288471641019, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15097402597402598, "fast_rcnn/fg_cls_accuracy": 0.849025974025974, "iteration": 38419, "loss_box_reg": 0.0064050199871417135, "loss_cls": 0.037428416893817484, "loss_rpn_cls": 0.0008626849991060226, "loss_rpn_loc": 0.001113357018766692, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5092144450172782, "total_loss": 0.046538305109152134}
{"data_time": 0.003232874907553196, "eta_seconds": 794.1140444222838, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1565349544072948, "fast_rcnn/fg_cls_accuracy": 0.8348214285714286, "iteration": 38439, "loss_box_reg": 0.006540046480949968, "loss_cls": 0.038408888125559315, "loss_rpn_cls": 0.0009646109438108397, "loss_rpn_loc": 0.0011120921481051482, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5193525245413184, "total_loss": 0.04784408910882121}
{"data_time": 0.003209196962416172, "eta_seconds": 784.2723968038335, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.12758397932816537, "fast_rcnn/fg_cls_accuracy": 0.8724160206718347, "iteration": 38459, "loss_box_reg": 0.006664624728728086, "loss_cls": 0.03678150521591306, "loss_rpn_cls": 0.0007047652571259277, "loss_rpn_loc": 0.001280823053093627, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389395169913769, "total_loss": 0.04632073786186197}
{"data_time": 0.0032981019467115402, "eta_seconds": 773.5921197608113, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2311594202898551, "fast_rcnn/fg_cls_accuracy": 0.768840579710145, "iteration": 38479, "loss_box_reg": 0.006595422455575317, "loss_cls": 0.03724880624213256, "loss_rpn_cls": 0.0005207304418597403, "loss_rpn_loc": 0.0012068150772392983, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.492091191932559, "total_loss": 0.04587452212120979}
{"data_time": 0.0033283764496445656, "eta_seconds": 763.8744976110756, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1657397107897664, "fast_rcnn/fg_cls_accuracy": 0.8342602892102335, "iteration": 38499, "loss_box_reg": 0.00659577535407152, "loss_cls": 0.03854552799020894, "loss_rpn_cls": 0.0009024402249337982, "loss_rpn_loc": 0.0011560904949874384, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5113796927034855, "total_loss": 0.04840372053305941}
{"data_time": 0.0031692543998360634, "eta_seconds": 753.6396672204137, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 38519, "loss_box_reg": 0.006435053510358557, "loss_cls": 0.03724660669104196, "loss_rpn_cls": 0.0006574364389280163, "loss_rpn_loc": 0.0010591206864773994, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5139411222189665, "total_loss": 0.045288918415309354}
{"data_time": 0.003391297534108162, "eta_seconds": 743.5759237054735, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11808755760368664, "fast_rcnn/fg_cls_accuracy": 0.8819124423963134, "iteration": 38539, "loss_box_reg": 0.006243942974833772, "loss_cls": 0.03881834429921582, "loss_rpn_cls": 0.0004673329960667161, "loss_rpn_loc": 0.0010145722417291836, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.517188417725265, "total_loss": 0.04738912210922308}
{"data_time": 0.003254207782447338, "eta_seconds": 733.1664146492258, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20899470899470898, "fast_rcnn/fg_cls_accuracy": 0.7910052910052909, "iteration": 38559, "loss_box_reg": 0.006298871245235205, "loss_cls": 0.036200580099830404, "loss_rpn_cls": 0.000896165127386439, "loss_rpn_loc": 0.001200919848997728, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4918678253889084, "total_loss": 0.04533778948024292}
{"data_time": 0.003138539381325245, "eta_seconds": 723.1616662926972, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20576923076923076, "fast_rcnn/fg_cls_accuracy": 0.7942307692307693, "iteration": 38579, "loss_box_reg": 0.006381783256074414, "loss_cls": 0.035027856996748596, "loss_rpn_cls": 0.000847905424052442, "loss_rpn_loc": 0.001258782443983364, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5096132596954703, "total_loss": 0.04555327153320832}
{"data_time": 0.0028675878420472145, "eta_seconds": 713.0211732136086, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.11251352326000721, "fast_rcnn/fg_cls_accuracy": 0.8692493946731235, "iteration": 38599, "loss_box_reg": 0.006592818230274133, "loss_cls": 0.037007567851105705, "loss_rpn_cls": 0.0009431098523862147, "loss_rpn_loc": 0.000980021937721176, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5048203123733401, "total_loss": 0.04560747086452466}
{"data_time": 0.0032336460426449776, "eta_seconds": 702.8599251452833, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14980158730158732, "fast_rcnn/fg_cls_accuracy": 0.8501984126984128, "iteration": 38619, "loss_box_reg": 0.006748284737113863, "loss_cls": 0.03635667989146896, "loss_rpn_cls": 0.0009156389909890095, "loss_rpn_loc": 0.0014515443035634235, "lr": 0.0001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5106356628239155, "total_loss": 0.04546492902011323}
{"data_time": 0.003490770235657692, "eta_seconds": 692.4632132807747, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14873544761140103, "fast_rcnn/fg_cls_accuracy": 0.8479349186483104, "iteration": 38639, "loss_box_reg": 0.006522399417008273, "loss_cls": 0.037986126670148224, "loss_rpn_cls": 0.0006223829794720359, "loss_rpn_loc": 0.0010572184437478427, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5018667345866561, "total_loss": 0.04574699069073063}
{"data_time": 0.0032756775617599487, "eta_seconds": 682.4488349743187, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.20148026315789475, "fast_rcnn/fg_cls_accuracy": 0.7985197368421053, "iteration": 38659, "loss_box_reg": 0.006556530861416832, "loss_cls": 0.03738894435809925, "loss_rpn_cls": 0.0011251801862499633, "loss_rpn_loc": 0.0014661686018371256, "lr": 0.0001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5092457830905914, "total_loss": 0.04633959208752003}
{"data_time": 0.003131939098238945, "eta_seconds": 672.0209177974612, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31634146341463415, "fast_rcnn/fg_cls_accuracy": 0.6836585365853658, "iteration": 38679, "loss_box_reg": 0.006372425996232778, "loss_cls": 0.03344414467574097, "loss_rpn_cls": 0.0006861808270741676, "loss_rpn_loc": 0.0012005237531411694, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49980327393859625, "total_loss": 0.04184964825640236}
{"data_time": 0.0030995626002550125, "eta_seconds": 662.0304615581408, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1644144144144144, "fast_rcnn/fg_cls_accuracy": 0.8355855855855856, "iteration": 38699, "loss_box_reg": 0.006368083224515431, "loss_cls": 0.036676698131486773, "loss_rpn_cls": 0.0008957406008747171, "loss_rpn_loc": 0.0011756097392208176, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5121856946498156, "total_loss": 0.044652965137601086}
{"data_time": 0.003193601965904236, "eta_seconds": 651.9142114855349, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.305198973042362, "fast_rcnn/fg_cls_accuracy": 0.694801026957638, "iteration": 38719, "loss_box_reg": 0.006316234881523997, "loss_cls": 0.03898638949613087, "loss_rpn_cls": 0.000813310762907804, "loss_rpn_loc": 0.0010194494534516707, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49811967369168997, "total_loss": 0.04713763733244036}
{"data_time": 0.0031379740685224533, "eta_seconds": 641.6759508261457, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11087223587223588, "fast_rcnn/fg_cls_accuracy": 0.8891277641277642, "iteration": 38739, "loss_box_reg": 0.006671925148111768, "loss_cls": 0.035591592983109877, "loss_rpn_cls": 0.0006574378795676239, "loss_rpn_loc": 0.0010512306389500736, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5060944827273488, "total_loss": 0.044479072015661814}
{"data_time": 0.0030870605260133743, "eta_seconds": 631.693031472154, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.12961926091825307, "fast_rcnn/fg_cls_accuracy": 0.8612938596491229, "iteration": 38759, "loss_box_reg": 0.00650269421748817, "loss_cls": 0.03513923005084507, "loss_rpn_cls": 0.0009997817281828247, "loss_rpn_loc": 0.0011433659192334744, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5213649263605475, "total_loss": 0.043822764697551975}
{"data_time": 0.003116902895271778, "eta_seconds": 621.3214400941506, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33656330749354, "fast_rcnn/fg_cls_accuracy": 0.6237541528239203, "iteration": 38779, "loss_box_reg": 0.006570978061063215, "loss_cls": 0.03517792641650885, "loss_rpn_cls": 0.0006287484219882344, "loss_rpn_loc": 0.0011348642110533547, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4994463212788105, "total_loss": 0.044315986261267426}
{"data_time": 0.003407655283808708, "eta_seconds": 611.144184728153, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1643132220795892, "fast_rcnn/fg_cls_accuracy": 0.8356867779204107, "iteration": 38799, "loss_box_reg": 0.006778797920560464, "loss_cls": 0.036353979870909825, "loss_rpn_cls": 0.0010544756152057744, "loss_rpn_loc": 0.0011376357924746117, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5252036042511463, "total_loss": 0.04667457068421754}
{"data_time": 0.0031837979331612587, "eta_seconds": 600.7165081603453, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18055555555555555, "fast_rcnn/fg_cls_accuracy": 0.8194444444444444, "iteration": 38819, "loss_box_reg": 0.007092011539498344, "loss_cls": 0.03539405795163475, "loss_rpn_cls": 0.000909509298935518, "loss_rpn_loc": 0.0011809492207248695, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.495846975594759, "total_loss": 0.044474392367021665}
{"data_time": 0.0032495353370904922, "eta_seconds": 590.6255000475794, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11507936507936507, "fast_rcnn/fg_cls_accuracy": 0.8849206349206349, "iteration": 38839, "loss_box_reg": 0.00632903614314273, "loss_cls": 0.0354470637103077, "loss_rpn_cls": 0.0007937788552112579, "loss_rpn_loc": 0.0011181078316440107, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4956303844228387, "total_loss": 0.0438488301069242}
{"data_time": 0.003242150880396366, "eta_seconds": 580.5294095175341, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16546352583586627, "fast_rcnn/fg_cls_accuracy": 0.8345364741641337, "iteration": 38859, "loss_box_reg": 0.0065112250740639865, "loss_cls": 0.03624285274418071, "loss_rpn_cls": 0.0008531045228892253, "loss_rpn_loc": 0.000996227805444505, "lr": 0.0001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5133983101695776, "total_loss": 0.04621586663643029}
{"data_time": 0.003298272378742695, "eta_seconds": 570.6683372156695, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12960306073648972, "fast_rcnn/fg_cls_accuracy": 0.8703969392635102, "iteration": 38879, "loss_box_reg": 0.006508881924673915, "loss_cls": 0.03681803966173902, "loss_rpn_cls": 0.0009963730262825266, "loss_rpn_loc": 0.0010993334726663306, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5133651401847601, "total_loss": 0.04508239124911029}
{"data_time": 0.0031405845656991005, "eta_seconds": 559.6772829880938, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3596273291925466, "fast_rcnn/fg_cls_accuracy": 0.6403726708074534, "iteration": 38899, "loss_box_reg": 0.006405658699804917, "loss_cls": 0.037410776218166575, "loss_rpn_cls": 0.0011253334156435812, "loss_rpn_loc": 0.001227720063070592, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4935372266918421, "total_loss": 0.04625995146614059}
{"data_time": 0.003342514857649803, "eta_seconds": 549.5105748502538, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14444444444444443, "fast_rcnn/fg_cls_accuracy": 0.8555555555555556, "iteration": 38919, "loss_box_reg": 0.005970580212306231, "loss_cls": 0.034262327826581895, "loss_rpn_cls": 0.0006539773852125563, "loss_rpn_loc": 0.001125326300098095, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5205795681104064, "total_loss": 0.04276967868500492}
{"data_time": 0.003266732208430767, "eta_seconds": 539.0181868858635, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.8141447368421053, "iteration": 38939, "loss_box_reg": 0.006637197744566947, "loss_cls": 0.0357505303400103, "loss_rpn_cls": 0.0009732833622422277, "loss_rpn_loc": 0.0011176557418366428, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5066558485850692, "total_loss": 0.04486164203201781}
{"data_time": 0.003481329418718815, "eta_seconds": 528.6336200991645, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1599002849002849, "fast_rcnn/fg_cls_accuracy": 0.8051346801346801, "iteration": 38959, "loss_box_reg": 0.0063389551505679265, "loss_cls": 0.035340900358278304, "loss_rpn_cls": 0.0007729732222117036, "loss_rpn_loc": 0.0010315403014828917, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4980318211019039, "total_loss": 0.04499041756966449}
{"data_time": 0.0032191574573516846, "eta_seconds": 518.4221074841917, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2326007326007326, "fast_rcnn/fg_cls_accuracy": 0.7673992673992673, "iteration": 38979, "loss_box_reg": 0.0058625019155442715, "loss_cls": 0.036785278673050925, "loss_rpn_cls": 0.0006221197694173952, "loss_rpn_loc": 0.0010791209315357264, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5129978563636541, "total_loss": 0.045174491007514916}
{"data_time": 0.0033465661108493805, "eta_seconds": 508.32108906749636, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18571428571428572, "fast_rcnn/fg_cls_accuracy": 0.8142857142857143, "iteration": 38999, "loss_box_reg": 0.006529101272462867, "loss_cls": 0.03578168374951929, "loss_rpn_cls": 0.0004844804353751897, "loss_rpn_loc": 0.0010048858675872907, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5054733054712415, "total_loss": 0.04544432975632162}
{"data_time": 0.003527628257870674, "eta_seconds": 498.16482355166227, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20820433436532507, "fast_rcnn/fg_cls_accuracy": 0.791795665634675, "iteration": 39019, "loss_box_reg": 0.0067671121505554765, "loss_cls": 0.037066116026835516, "loss_rpn_cls": 0.0005676877783571399, "loss_rpn_loc": 0.0013166976632419392, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5249284002929926, "total_loss": 0.04645531171900075}
{"data_time": 0.0030719563364982605, "eta_seconds": 488.0085580358282, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2620137299771167, "fast_rcnn/fg_cls_accuracy": 0.7379862700228832, "iteration": 39039, "loss_box_reg": 0.006259113550186157, "loss_cls": 0.03605044036521576, "loss_rpn_cls": 0.0008793856554802915, "loss_rpn_loc": 0.0010268863625242375, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5089863613247871, "total_loss": 0.044103198389279896}
{"data_time": 0.0033128587529063225, "eta_seconds": 477.2387777576223, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23809523809523808, "fast_rcnn/fg_cls_accuracy": 0.7619047619047619, "iteration": 39059, "loss_box_reg": 0.006600013439310715, "loss_cls": 0.03570157953072339, "loss_rpn_cls": 0.0010758817008991173, "loss_rpn_loc": 0.0011565470522327814, "lr": 0.0001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.48993179481476545, "total_loss": 0.04455855195428171}
{"data_time": 0.00316684041172266, "eta_seconds": 467.64619098231196, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22794117647058823, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 39079, "loss_box_reg": 0.006267112345085479, "loss_cls": 0.03871339556644671, "loss_rpn_cls": 0.0008186958534111, "loss_rpn_loc": 0.0009643766788940411, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5091313263401389, "total_loss": 0.045837015691091665}
{"data_time": 0.0031377077102661133, "eta_seconds": 457.00882824882865, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10146103896103896, "fast_rcnn/fg_cls_accuracy": 0.8843582887700534, "iteration": 39099, "loss_box_reg": 0.006853083788882941, "loss_cls": 0.03500789700774476, "loss_rpn_cls": 0.0004745394708152162, "loss_rpn_loc": 0.0010537942289374769, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4992198012769222, "total_loss": 0.04420603607596263}
{"data_time": 0.0031278999522328377, "eta_seconds": 447.3834959724918, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 39119, "loss_box_reg": 0.006558602006407455, "loss_cls": 0.03563659227802418, "loss_rpn_cls": 0.000724168979559181, "loss_rpn_loc": 0.0011117816266050795, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5214116731658578, "total_loss": 0.046365820544878034}
{"data_time": 0.003192785196006298, "eta_seconds": 437.18064108118415, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19870689655172413, "fast_rcnn/fg_cls_accuracy": 0.8012931034482759, "iteration": 39139, "loss_box_reg": 0.006492856424301863, "loss_cls": 0.036627285822760314, "loss_rpn_cls": 0.0008166320213831568, "loss_rpn_loc": 0.001061031776771415, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.497442277148366, "total_loss": 0.0454741543668149}
{"data_time": 0.003116276115179062, "eta_seconds": 426.52264834661037, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23513513513513515, "fast_rcnn/fg_cls_accuracy": 0.7648648648648648, "iteration": 39159, "loss_box_reg": 0.006457944546127692, "loss_cls": 0.038248992699664086, "loss_rpn_cls": 0.0006250827700569062, "loss_rpn_loc": 0.0010312664089724422, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48904860112816095, "total_loss": 0.04785336258261452}
{"data_time": 0.0032038968056440353, "eta_seconds": 416.1884933030233, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1074561403508772, "fast_rcnn/fg_cls_accuracy": 0.8925438596491229, "iteration": 39179, "loss_box_reg": 0.0065146372362505645, "loss_cls": 0.035310073086293414, "loss_rpn_cls": 0.0007735932213108754, "loss_rpn_loc": 0.0010713496994867455, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4857063414528966, "total_loss": 0.042008843367057125}
{"data_time": 0.003078404814004898, "eta_seconds": 406.4945312133059, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.18274582560296848, "fast_rcnn/fg_cls_accuracy": 0.8172541743970316, "iteration": 39199, "loss_box_reg": 0.006331442127702758, "loss_cls": 0.03536563739180565, "loss_rpn_cls": 0.0006421443986965869, "loss_rpn_loc": 0.001011548460155609, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5320665240287781, "total_loss": 0.04388351367163068}
{"data_time": 0.0032835323363542557, "eta_seconds": 396.35776717495173, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22594850948509487, "fast_rcnn/fg_cls_accuracy": 0.7740514905149052, "iteration": 39219, "loss_box_reg": 0.0064195874583674595, "loss_cls": 0.03315446444321424, "loss_rpn_cls": 0.000656490162270984, "loss_rpn_loc": 0.0011689784805639647, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4990737410262227, "total_loss": 0.0429801723531682}
{"data_time": 0.003177965059876442, "eta_seconds": 385.9974675886333, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19084934277047522, "fast_rcnn/fg_cls_accuracy": 0.8091506572295248, "iteration": 39239, "loss_box_reg": 0.006693587056361139, "loss_cls": 0.03625274248770438, "loss_rpn_cls": 0.0006905666398608901, "loss_rpn_loc": 0.0010036621406470658, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5074585881084204, "total_loss": 0.046042924044570555}
{"data_time": 0.003277841955423355, "eta_seconds": 375.80651893559843, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21167557932263814, "fast_rcnn/fg_cls_accuracy": 0.7883244206773619, "iteration": 39259, "loss_box_reg": 0.00659219321096316, "loss_cls": 0.03880952741019428, "loss_rpn_cls": 0.0012886491661845412, "loss_rpn_loc": 0.001042475960275624, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5221855407580733, "total_loss": 0.047778503148151685}
{"data_time": 0.0029747337102890015, "eta_seconds": 365.66329305339605, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2393355209187859, "fast_rcnn/fg_cls_accuracy": 0.760664479081214, "iteration": 39279, "loss_box_reg": 0.006610157070099376, "loss_cls": 0.03739647916518152, "loss_rpn_cls": 0.0005966319855303936, "loss_rpn_loc": 0.0010318126305719488, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5163387330248952, "total_loss": 0.04635224443495645}
{"data_time": 0.003476656973361969, "eta_seconds": 355.47798008378595, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15611685940353012, "fast_rcnn/fg_cls_accuracy": 0.8199279711884754, "iteration": 39299, "loss_box_reg": 0.006416953168809414, "loss_cls": 0.03461268695537001, "loss_rpn_cls": 0.00107419681901888, "loss_rpn_loc": 0.0010099965784320375, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4912107791751623, "total_loss": 0.04335733820846599}
{"data_time": 0.0031928885728120804, "eta_seconds": 345.3768412889913, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16601307189542486, "fast_rcnn/fg_cls_accuracy": 0.8187414500683994, "iteration": 39319, "loss_box_reg": 0.006329381765681319, "loss_cls": 0.03531481479876675, "loss_rpn_cls": 0.0008540644911363415, "loss_rpn_loc": 0.001099057451938279, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5246784342452884, "total_loss": 0.04380938845554283}
{"data_time": 0.003175189718604088, "eta_seconds": 335.7710391236469, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.804421768707483, "iteration": 39339, "loss_box_reg": 0.006673163472441956, "loss_cls": 0.03899233089759946, "loss_rpn_cls": 0.0008157005761404434, "loss_rpn_loc": 0.0011660924374155002, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.523395455442369, "total_loss": 0.04826426228419223}
{"data_time": 0.0033058393746614456, "eta_seconds": 325.87933206371963, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 39359, "loss_box_reg": 0.006670290065812878, "loss_cls": 0.03478913291473873, "loss_rpn_cls": 0.0006163660556239847, "loss_rpn_loc": 0.0011250032657699194, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5139056984335184, "total_loss": 0.04369965767625672}
{"data_time": 0.0029551060870289803, "eta_seconds": 314.692189944908, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19827586206896552, "fast_rcnn/fg_cls_accuracy": 0.8017241379310345, "iteration": 39379, "loss_box_reg": 0.006633945056819357, "loss_cls": 0.03719387867022306, "loss_rpn_cls": 0.000978548608827623, "loss_rpn_loc": 0.001148652843767195, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49883000552654266, "total_loss": 0.046880958490191915}
{"data_time": 0.003328530117869377, "eta_seconds": 304.8515630699694, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11204013377926422, "fast_rcnn/fg_cls_accuracy": 0.8513257575757576, "iteration": 39399, "loss_box_reg": 0.006215234330738895, "loss_cls": 0.03516091516939923, "loss_rpn_cls": 0.0008795522397520017, "loss_rpn_loc": 0.001130523154643015, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5277534415945411, "total_loss": 0.042948785496946584}
{"data_time": 0.0031082266941666603, "eta_seconds": 294.66071187797934, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2538205980066445, "fast_rcnn/fg_cls_accuracy": 0.7388434946574481, "iteration": 39419, "loss_box_reg": 0.006656136742094532, "loss_cls": 0.035271842672955245, "loss_rpn_cls": 0.0005855222107697955, "loss_rpn_loc": 0.0011476855470391456, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5096195004880428, "total_loss": 0.04331948973509725}
{"data_time": 0.0030801109969615936, "eta_seconds": 284.2182694366202, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16312997347480107, "fast_rcnn/fg_cls_accuracy": 0.8368700265251989, "iteration": 39439, "loss_box_reg": 0.006393876392394304, "loss_cls": 0.03565463481936604, "loss_rpn_cls": 0.0009298126008729923, "loss_rpn_loc": 0.0011775134480558336, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4934021169319749, "total_loss": 0.04392046336010935}
{"data_time": 0.0032408330589532852, "eta_seconds": 273.99681583605707, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.187984496124031, "fast_rcnn/fg_cls_accuracy": 0.812015503875969, "iteration": 39459, "loss_box_reg": 0.00680792004277464, "loss_cls": 0.035745527216931805, "loss_rpn_cls": 0.000651728163916232, "loss_rpn_loc": 0.001079069368643104, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.511395487934351, "total_loss": 0.045308790551700895}
{"data_time": 0.0030119912698864937, "eta_seconds": 264.27232006564736, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09815705128205128, "fast_rcnn/fg_cls_accuracy": 0.9018429487179487, "iteration": 39479, "loss_box_reg": 0.006298405278357677, "loss_cls": 0.03523657738696784, "loss_rpn_cls": 0.0007174534416094502, "loss_rpn_loc": 0.0011250643747189315, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5121905794367194, "total_loss": 0.043234722427826}
{"data_time": 0.003180147148668766, "eta_seconds": 253.9712973749265, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21717171717171718, "fast_rcnn/fg_cls_accuracy": 0.7828282828282829, "iteration": 39499, "loss_box_reg": 0.006078828751924448, "loss_cls": 0.037021062918938696, "loss_rpn_cls": 0.0006640973746812051, "loss_rpn_loc": 0.0013040447502135066, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5002198284491897, "total_loss": 0.04587973376621335}
{"data_time": 0.0034340498968958855, "eta_seconds": 243.7470907624811, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14976744186046512, "fast_rcnn/fg_cls_accuracy": 0.8502325581395349, "iteration": 39519, "loss_box_reg": 0.006574541112058796, "loss_cls": 0.03716942423488945, "loss_rpn_cls": 0.0008008132467338669, "loss_rpn_loc": 0.0011521571504999883, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5170089658349752, "total_loss": 0.04636644767023057}
{"data_time": 0.003209691494703293, "eta_seconds": 233.47972661815584, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26473684210526316, "fast_rcnn/fg_cls_accuracy": 0.7105263157894737, "iteration": 39539, "loss_box_reg": 0.006171519693452865, "loss_cls": 0.035945504292612895, "loss_rpn_cls": 0.0006302902289405665, "loss_rpn_loc": 0.0011938840380025795, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257452363148332, "total_loss": 0.04420897371859667}
{"data_time": 0.0034778332337737083, "eta_seconds": 223.55557313840836, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1779788838612368, "fast_rcnn/fg_cls_accuracy": 0.8172331544424567, "iteration": 39559, "loss_box_reg": 0.006729302433086559, "loss_cls": 0.035725617955904454, "loss_rpn_cls": 0.0007259519106526113, "loss_rpn_loc": 0.0010838771395356162, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5036444673314691, "total_loss": 0.044546812892633625}
{"data_time": 0.0030249468982219696, "eta_seconds": 213.5482663102448, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8366666666666667, "iteration": 39579, "loss_box_reg": 0.006348149821860716, "loss_cls": 0.037130890879780054, "loss_rpn_cls": 0.00047843620970411394, "loss_rpn_loc": 0.0010029895274783485, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182847855612636, "total_loss": 0.045343604555796446}
{"data_time": 0.003268531523644924, "eta_seconds": 203.3476034430787, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1925925925925926, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 39599, "loss_box_reg": 0.0064170426048804075, "loss_cls": 0.03790213490719907, "loss_rpn_cls": 0.0007285988563126011, "loss_rpn_loc": 0.001291507163841743, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4878004798665643, "total_loss": 0.046955771357716}
{"data_time": 0.0035125557333230972, "eta_seconds": 193.25864480808377, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14534534534534535, "fast_rcnn/fg_cls_accuracy": 0.8546546546546547, "iteration": 39619, "loss_box_reg": 0.006552458478836343, "loss_cls": 0.03821346830227412, "loss_rpn_cls": 0.0011267576212503627, "loss_rpn_loc": 0.0008601835143053904, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5250057931989431, "total_loss": 0.0472453385307432}
{"data_time": 0.0033874399960041046, "eta_seconds": 183.21143339853734, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1547008547008547, "fast_rcnn/fg_cls_accuracy": 0.8111111111111111, "iteration": 39639, "loss_box_reg": 0.006720611068885773, "loss_cls": 0.03693756373832002, "loss_rpn_cls": 0.0008417899169899101, "loss_rpn_loc": 0.0011262923762842547, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5061332350596786, "total_loss": 0.04516080181116422}
{"data_time": 0.00318241398781538, "eta_seconds": 173.03450787253678, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18590704647676162, "fast_rcnn/fg_cls_accuracy": 0.7836198179979778, "iteration": 39659, "loss_box_reg": 0.006207619444467127, "loss_cls": 0.03673179089673795, "loss_rpn_cls": 0.001034329177628024, "loss_rpn_loc": 0.0012145824875915423, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5052969213575125, "total_loss": 0.0461456840412211}
{"data_time": 0.0031987465918064117, "eta_seconds": 163.06127484049648, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.27106227106227104, "fast_rcnn/fg_cls_accuracy": 0.728937728937729, "iteration": 39679, "loss_box_reg": 0.006174280584673397, "loss_cls": 0.034332835843088105, "loss_rpn_cls": 0.0009359505581585381, "loss_rpn_loc": 0.0010782266554087983, "lr": 0.0001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5117694307118654, "total_loss": 0.042977198358059354}
{"data_time": 0.0032854313030838966, "eta_seconds": 152.90169385354966, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23787878787878788, "fast_rcnn/fg_cls_accuracy": 0.7621212121212122, "iteration": 39699, "loss_box_reg": 0.006745761493220925, "loss_cls": 0.03661528608063236, "loss_rpn_cls": 0.0005976792637625294, "loss_rpn_loc": 0.0012419458926160587, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5196367837488651, "total_loss": 0.04458714509644324}
{"data_time": 0.0030625127255916595, "eta_seconds": 142.91552972234786, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17445652173913043, "fast_rcnn/fg_cls_accuracy": 0.8255434782608695, "iteration": 39719, "loss_box_reg": 0.006524760363390669, "loss_cls": 0.036716060450999066, "loss_rpn_cls": 0.0011287153911325731, "loss_rpn_loc": 0.0011443522835179465, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5115568190813065, "total_loss": 0.045622452226439236}
{"data_time": 0.0032588206231594086, "eta_seconds": 132.7070663496852, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13450502152080346, "fast_rcnn/fg_cls_accuracy": 0.8475232198142415, "iteration": 39739, "loss_box_reg": 0.006438697513658553, "loss_cls": 0.0371416111884173, "loss_rpn_cls": 0.0010500239755657503, "loss_rpn_loc": 0.001078407800378045, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5019959844648838, "total_loss": 0.04669100781630675}
{"data_time": 0.0031420551240444183, "eta_seconds": 122.4759356090799, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19671261930010603, "fast_rcnn/fg_cls_accuracy": 0.8032873806998939, "iteration": 39759, "loss_box_reg": 0.0063655967969680205, "loss_cls": 0.03748716038535349, "loss_rpn_cls": 0.0006329455091176328, "loss_rpn_loc": 0.0012164224008301971, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5199695248156786, "total_loss": 0.045824029506320585}
{"data_time": 0.0031746691092848778, "eta_seconds": 112.44508546497673, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22684391080617494, "fast_rcnn/fg_cls_accuracy": 0.7687165775401069, "iteration": 39779, "loss_box_reg": 0.006550409802002832, "loss_cls": 0.03813089884351939, "loss_rpn_cls": 0.0007988838703454348, "loss_rpn_loc": 0.0012732516952382866, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533267599530518, "total_loss": 0.04701782947972788}
{"data_time": 0.0030992822721600533, "eta_seconds": 102.23571481090039, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.8185185185185184, "iteration": 39799, "loss_box_reg": 0.006260653986828402, "loss_cls": 0.03639774530893192, "loss_rpn_cls": 0.0006300195026369693, "loss_rpn_loc": 0.0010328467287763488, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5267616463825107, "total_loss": 0.04434987977055016}
{"data_time": 0.00337397214025259, "eta_seconds": 92.0599963888526, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13354700854700854, "fast_rcnn/fg_cls_accuracy": 0.8664529914529915, "iteration": 39819, "loss_box_reg": 0.006174958019983023, "loss_cls": 0.03681384681840427, "loss_rpn_cls": 0.000633931793913689, "loss_rpn_loc": 0.0011568193367565982, "lr": 0.0001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5017899172380567, "total_loss": 0.044963933988839244}
{"data_time": 0.0031946199014782906, "eta_seconds": 81.97701467573643, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.12532299741602065, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 39839, "loss_box_reg": 0.006673459167359397, "loss_cls": 0.03436010886798613, "loss_rpn_cls": 0.0006820676144343452, "loss_rpn_loc": 0.0010667165042832494, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5192113788798451, "total_loss": 0.04147852190243384}
{"data_time": 0.0032072914764285088, "eta_seconds": 71.77622852381319, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1408371040723982, "fast_rcnn/fg_cls_accuracy": 0.8591628959276019, "iteration": 39859, "loss_box_reg": 0.006322259025182575, "loss_cls": 0.03597360308049247, "loss_rpn_cls": 0.000595574938131449, "loss_rpn_loc": 0.00121614535964909, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5090154586359859, "total_loss": 0.043587495960878186}
{"data_time": 0.0032003847882151604, "eta_seconds": 61.54013913311064, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 39879, "loss_box_reg": 0.006347781512886286, "loss_cls": 0.03605092692305334, "loss_rpn_cls": 0.0008252509574049327, "loss_rpn_loc": 0.0011328976088407217, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49562990944832563, "total_loss": 0.04498056180750609}
{"data_time": 0.0032792435958981514, "eta_seconds": 51.417968923226, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18512851897184823, "fast_rcnn/fg_cls_accuracy": 0.8148714810281518, "iteration": 39899, "loss_box_reg": 0.006785530917113647, "loss_cls": 0.03740410052705556, "loss_rpn_cls": 0.0010847265722588872, "loss_rpn_loc": 0.000914375583306537, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5254331510514021, "total_loss": 0.046402173367482646}
{"data_time": 0.00327327661216259, "eta_seconds": 41.243094339966774, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14791288566243194, "fast_rcnn/fg_cls_accuracy": 0.8273026315789473, "iteration": 39919, "loss_box_reg": 0.00672026418033056, "loss_cls": 0.036455842811847106, "loss_rpn_cls": 0.0005989029560851122, "loss_rpn_loc": 0.0009339894222648581, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5258388202637434, "total_loss": 0.04428118160578265}
{"data_time": 0.0030695656314492226, "eta_seconds": 31.069068234413862, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33631436314363145, "fast_rcnn/fg_cls_accuracy": 0.6636856368563686, "iteration": 39939, "loss_box_reg": 0.006550138248712756, "loss_cls": 0.0375873185985256, "loss_rpn_cls": 0.0012041817938097665, "loss_rpn_loc": 0.0011313338391119032, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5136527307331562, "total_loss": 0.045867442623460875}
{"data_time": 0.0032663997262716293, "eta_seconds": 20.918147588148713, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18823529411764706, "fast_rcnn/fg_cls_accuracy": 0.7958333333333334, "iteration": 39959, "loss_box_reg": 0.006228664627997205, "loss_cls": 0.03463680206914432, "loss_rpn_cls": 0.0006645705338996777, "loss_rpn_loc": 0.0011468517095636344, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5186588792130351, "total_loss": 0.044748707037228996}
{"data_time": 0.0031287595629692078, "eta_seconds": 10.722174905240536, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16118598382749327, "fast_rcnn/fg_cls_accuracy": 0.8388140161725068, "iteration": 39979, "loss_box_reg": 0.006732129870215431, "loss_cls": 0.03740482282591984, "loss_rpn_cls": 0.0010242123275361337, "loss_rpn_loc": 0.0012289785736356862, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5121407210826874, "total_loss": 0.04714167681709114}
{"bbox/AP": 37.30776339842396, "bbox/AP50": 60.76277391901574, "bbox/AP75": 39.438212854200785, "bbox/bAP": 41.34194097369515, "bbox/bAP50": 66.97440563581527, "bbox/bAP75": 43.39619823951156, "bbox/nAP": 25.20523067261038, "bbox/nAP50": 42.12787876861713, "bbox/nAP75": 27.56425669826844, "data_time": 0.0031686583533883095, "eta_seconds": 0.5106677459552884, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15966386554621848, "fast_rcnn/fg_cls_accuracy": 0.8092006033182504, "iteration": 39999, "loss_box_reg": 0.006648201058851555, "loss_cls": 0.0370356033090502, "loss_rpn_cls": 0.0009492639124744073, "loss_rpn_loc": 0.0011460208188509569, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.507333074696362, "total_loss": 0.04606623788413344}
