{"data_time": 0.009715645000028417, "eta_seconds": 6572.275930779851, "fast_rcnn/cls_accuracy": 0.31298828125, "fast_rcnn/false_negative": 0.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.00015866171452216804, "loss_cls": 1.9902588725090027, "loss_rpn_cls": 0.7242909967899323, "loss_rpn_loc": 0.01297263940796256, "lr": 1.9981e-05, "rank_data_time": 0.009715645000028417, "roi_head/num_bg_samples": 510.75, "roi_head/num_fg_samples": 1.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.43873671099999, "total_loss": 2.722075697463879} {"data_time": 0.012204919499993139, "eta_seconds": 6668.8030582798365, "fast_rcnn/cls_accuracy": 0.998046875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.00015566017100354657, "loss_cls": 0.042633768171072006, "loss_rpn_cls": 0.6814550459384918, "loss_rpn_loc": 0.005436591804027557, "lr": 3.9961e-05, "rank_data_time": 0.012204919499993139, "roi_head/num_bg_samples": 511.0, "roi_head/num_fg_samples": 1.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.45806983049999417, "total_loss": 0.7302166849549394} {"data_time": 0.008523841499993523, "eta_seconds": 6719.723575830309, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.016149540431797504, "loss_cls": 0.08449921011924744, "loss_rpn_cls": 0.5910305082798004, "loss_rpn_loc": 0.009331951383501291, "lr": 5.9940999999999994e-05, "rank_data_time": 0.008523841499993523, "roi_head/num_bg_samples": 509.0, "roi_head/num_fg_samples": 3.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4518902459999481, "total_loss": 0.7052256260067225} {"data_time": 0.011401542499982043, "eta_seconds": 6797.380337939665, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.06104958988726139, "loss_cls": 0.164149209856987, "loss_rpn_cls": 0.478792741894722, "loss_rpn_loc": 0.00821560574695468, "lr": 7.992100000000001e-05, "rank_data_time": 0.011401542499982043, "roi_head/num_bg_samples": 503.5, "roi_head/num_fg_samples": 8.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4847451570000203, "total_loss": 0.7151928914245218} {"data_time": 0.00840872750006838, "eta_seconds": 6883.678840649685, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.09370943903923035, "loss_cls": 0.13429025560617447, "loss_rpn_cls": 0.32645106315612793, "loss_rpn_loc": 0.00727468216791749, "lr": 9.9901e-05, "rank_data_time": 0.00840872750006838, "roi_head/num_bg_samples": 500.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47189279150001084, "total_loss": 0.5859660995192826} {"data_time": 0.00985890700002301, "eta_seconds": 6887.830973519176, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.08357144892215729, "loss_cls": 0.11062895506620407, "loss_rpn_cls": 0.2139929085969925, "loss_rpn_loc": 0.008768548723310232, "lr": 0.00011988100000000001, "rank_data_time": 0.00985890700002301, "roi_head/num_bg_samples": 501.25, "roi_head/num_fg_samples": 10.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.47649868449997257, "total_loss": 0.4092701538465917} {"data_time": 0.009166962000051626, "eta_seconds": 6934.708376208596, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.08660595491528511, "loss_cls": 0.11201727017760277, "loss_rpn_cls": 0.13708090037107468, "loss_rpn_loc": 0.008035791339352727, "lr": 0.000139861, "rank_data_time": 0.009166962000051626, "roi_head/num_bg_samples": 500.75, "roi_head/num_fg_samples": 11.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4870635374999779, "total_loss": 0.3640908149536699} {"data_time": 0.008164297999996961, "eta_seconds": 6955.0940901402355, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.10671696811914444, "loss_cls": 0.1423124596476555, "loss_rpn_cls": 0.10131075233221054, "loss_rpn_loc": 0.011129543650895357, "lr": 0.000159841, "rank_data_time": 0.008164297999996961, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4895016350000674, "total_loss": 0.36763458838686347} {"data_time": 0.007909988999983852, "eta_seconds": 6987.979463009861, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.09517231211066246, "loss_cls": 0.11341079324483871, "loss_rpn_cls": 0.07931625470519066, "loss_rpn_loc": 0.0084999636746943, "lr": 0.000179821, "rank_data_time": 0.007909988999983852, "roi_head/num_bg_samples": 499.75, "roi_head/num_fg_samples": 12.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5004082619999508, "total_loss": 0.296058721607551} {"data_time": 0.007278915500023686, "eta_seconds": 7052.180530599594, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.10036925971508026, "loss_cls": 0.12519941478967667, "loss_rpn_cls": 0.06895436346530914, "loss_rpn_loc": 0.012483400292694569, "lr": 0.000199801, "rank_data_time": 0.007278915500023686, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.514249649500016, "total_loss": 0.3132809940725565} {"data_time": 0.008634868499996173, "eta_seconds": 7087.726430939493, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.11185496672987938, "loss_cls": 0.11449169367551804, "loss_rpn_cls": 0.05743948183953762, "loss_rpn_loc": 0.01250241044908762, "lr": 0.000219781, "rank_data_time": 0.008634868499996173, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5162791134999338, "total_loss": 0.2931400462985039} {"data_time": 0.008624980499973844, "eta_seconds": 7160.507759519687, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.10305093601346016, "loss_cls": 0.1076929084956646, "loss_rpn_cls": 0.04633706621825695, "loss_rpn_loc": 0.00846127886325121, "lr": 0.00023976100000000004, "rank_data_time": 0.008624980499973844, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5233360459999972, "total_loss": 0.27297221682965755} {"data_time": 0.008814150999967296, "eta_seconds": 7150.805174479688, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 259, "loss_box_reg": 0.0899432934820652, "loss_cls": 0.08321163803339005, "loss_rpn_cls": 0.03957538679242134, "loss_rpn_loc": 0.00686067808419466, "lr": 0.000259741, "rank_data_time": 0.008814150999967296, "roi_head/num_bg_samples": 500.25, "roi_head/num_fg_samples": 11.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4907595770000057, "total_loss": 0.21784878359176219} {"data_time": 0.0091823529999715, "eta_seconds": 7185.01593375986, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.11255787685513496, "loss_cls": 0.09139691665768623, "loss_rpn_cls": 0.0384739525616169, "loss_rpn_loc": 0.009158528875559568, "lr": 0.00027972100000000003, "rank_data_time": 0.0091823529999715, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5087389219999636, "total_loss": 0.2501599870156497} {"data_time": 0.008466526999939106, "eta_seconds": 7182.9304207503465, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.09741175919771194, "loss_cls": 0.08377612009644508, "loss_rpn_cls": 0.03362581320106983, "loss_rpn_loc": 0.008404412306845188, "lr": 0.00029970100000000004, "rank_data_time": 0.008466526999939106, "roi_head/num_bg_samples": 500.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4944539845000122, "total_loss": 0.23314465791918337} {"data_time": 0.007226000999992266, "eta_seconds": 7187.904982720531, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.09770200029015541, "loss_cls": 0.08372720703482628, "loss_rpn_cls": 0.031246409751474857, "loss_rpn_loc": 0.009578954428434372, "lr": 0.000319681, "rank_data_time": 0.007226000999992266, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4949252995000393, "total_loss": 0.23747081914916635} {"data_time": 0.009511667999959172, "eta_seconds": 7231.385859660075, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.11020499095320702, "loss_cls": 0.08846911415457726, "loss_rpn_cls": 0.03241415694355965, "loss_rpn_loc": 0.008565995376557112, "lr": 0.000339661, "rank_data_time": 0.009511667999959172, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5018468385000006, "total_loss": 0.23799140052869916} {"data_time": 0.007688422999990507, "eta_seconds": 7233.692441999415, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.09720277041196823, "loss_cls": 0.07827740535140038, "loss_rpn_cls": 0.030089668929576874, "loss_rpn_loc": 0.007237048586830497, "lr": 0.00035964100000000006, "rank_data_time": 0.007688422999990507, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5063631709999754, "total_loss": 0.22615119908005} {"data_time": 0.008350199000005887, "eta_seconds": 7242.138850389956, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.09508418664336205, "loss_cls": 0.06698249466717243, "loss_rpn_cls": 0.02506947983056307, "loss_rpn_loc": 0.008047099225223064, "lr": 0.000379621, "rank_data_time": 0.008350199000005887, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5120299520000344, "total_loss": 0.1944383077789098} {"data_time": 0.007201770500046223, "eta_seconds": 7234.27292429991, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.9875, "fast_rcnn/fg_cls_accuracy": 0.0125, "iteration": 399, "loss_box_reg": 0.1043493039906025, "loss_cls": 0.06403759866952896, "loss_rpn_cls": 0.024245315231382847, "loss_rpn_loc": 0.010239417664706707, "lr": 0.00039960099999999997, "rank_data_time": 0.007201770500046223, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5033174020000502, "total_loss": 0.18873455142602324} {"data_time": 0.008171064000009665, "eta_seconds": 7248.83848757926, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.9065934065934066, "fast_rcnn/fg_cls_accuracy": 0.09340659340659341, "iteration": 419, "loss_box_reg": 0.10546096786856651, "loss_cls": 0.05992092750966549, "loss_rpn_cls": 0.024860874749720097, "loss_rpn_loc": 0.008546201977878809, "lr": 0.00041958100000000003, "rank_data_time": 0.008171064000009665, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5079599275000533, "total_loss": 0.2003936734981835} {"data_time": 0.016070650000017395, "eta_seconds": 7238.894950559261, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.866600790513834, "fast_rcnn/fg_cls_accuracy": 0.13339920948616601, "iteration": 439, "loss_box_reg": 0.1009298712015152, "loss_cls": 0.06544226408004761, "loss_rpn_cls": 0.022569979541003704, "loss_rpn_loc": 0.008613224606961012, "lr": 0.000439561, "rank_data_time": 0.016070650000017395, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4992233089999445, "total_loss": 0.19168108934536576} {"data_time": 0.007903191499963214, "eta_seconds": 7233.178947620265, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.6675824175824177, "fast_rcnn/fg_cls_accuracy": 0.33241758241758246, "iteration": 459, "loss_box_reg": 0.10794441774487495, "loss_cls": 0.06622885912656784, "loss_rpn_cls": 0.02382707968354225, "loss_rpn_loc": 0.009983174735680223, "lr": 0.000459541, "rank_data_time": 0.007903191499963214, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5099991480000199, "total_loss": 0.2025668453425169} {"data_time": 0.007043223499977103, "eta_seconds": 7219.8562293001505, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.6794871794871795, "fast_rcnn/fg_cls_accuracy": 0.3205128205128205, "iteration": 479, "loss_box_reg": 0.09670659154653549, "loss_cls": 0.05611942149698734, "loss_rpn_cls": 0.02432436589151621, "loss_rpn_loc": 0.011592778377234936, "lr": 0.00047952100000000006, "rank_data_time": 0.007043223499977103, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.47767623749996346, "total_loss": 0.18639071099460125} {"data_time": 0.009721402000025137, "eta_seconds": 7213.457136250554, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.6584967320261439, "fast_rcnn/fg_cls_accuracy": 0.3415032679738562, "iteration": 499, "loss_box_reg": 0.10510704666376114, "loss_cls": 0.06924603506922722, "loss_rpn_cls": 0.023668712005019188, "loss_rpn_loc": 0.010327638126909733, "lr": 0.000499501, "rank_data_time": 0.009721402000025137, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5085912284999949, "total_loss": 0.2214661492034793} {"data_time": 0.009893293000004633, "eta_seconds": 7224.632861079758, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.7, "fast_rcnn/fg_cls_accuracy": 0.3, "iteration": 519, "loss_box_reg": 0.12323834747076035, "loss_cls": 0.0693148821592331, "loss_rpn_cls": 0.022572637535631657, "loss_rpn_loc": 0.008950918912887573, "lr": 0.000519481, "rank_data_time": 0.009893293000004633, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5066715945000055, "total_loss": 0.21542078210040927} {"data_time": 0.008324603000005482, "eta_seconds": 7214.654086409759, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5783972125435539, "fast_rcnn/fg_cls_accuracy": 0.42160278745644597, "iteration": 539, "loss_box_reg": 0.11715270206332207, "loss_cls": 0.08118156343698502, "loss_rpn_cls": 0.022224961780011654, "loss_rpn_loc": 0.009722497314214706, "lr": 0.000539461, "rank_data_time": 0.008324603000005482, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49925805200001605, "total_loss": 0.23300117603503168} {"data_time": 0.008324828999946021, "eta_seconds": 7208.885763041158, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.44954954954954957, "fast_rcnn/fg_cls_accuracy": 0.5504504504504504, "iteration": 559, "loss_box_reg": 0.10256389155983925, "loss_cls": 0.04958289861679077, "loss_rpn_cls": 0.01866573840379715, "loss_rpn_loc": 0.007087950361892581, "lr": 0.0005594409999999999, "rank_data_time": 0.008324828999946021, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5020313284999247, "total_loss": 0.17487382632680237} {"data_time": 0.008085245000017949, "eta_seconds": 7207.568809629844, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.5081845238095238, "fast_rcnn/fg_cls_accuracy": 0.49181547619047616, "iteration": 579, "loss_box_reg": 0.10455423220992088, "loss_cls": 0.05334238521754742, "loss_rpn_cls": 0.018162306398153305, "loss_rpn_loc": 0.01049723755568266, "lr": 0.0005794210000000001, "rank_data_time": 0.008085245000017949, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5116991984999686, "total_loss": 0.18536661053076386} {"data_time": 0.009345090499948583, "eta_seconds": 7200.632800800304, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4728835978835979, "fast_rcnn/fg_cls_accuracy": 0.5271164021164021, "iteration": 599, "loss_box_reg": 0.10361742228269577, "loss_cls": 0.05665012449026108, "loss_rpn_cls": 0.017171388491988182, "loss_rpn_loc": 0.00962306559085846, "lr": 0.000599401, "rank_data_time": 0.009345090499948583, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5059406284999568, "total_loss": 0.18796890741214156} {"data_time": 0.010063857000034204, "eta_seconds": 7193.113428180276, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.5208695652173914, "fast_rcnn/fg_cls_accuracy": 0.4791304347826087, "iteration": 619, "loss_box_reg": 0.09092476963996887, "loss_cls": 0.055368492379784584, "loss_rpn_cls": 0.016590947285294533, "loss_rpn_loc": 0.010192875750362873, "lr": 0.000619381, "rank_data_time": 0.010063857000034204, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5047842034999803, "total_loss": 0.18493569758720696} {"data_time": 0.007314029999974991, "eta_seconds": 7185.114909940457, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.5258620689655172, "fast_rcnn/fg_cls_accuracy": 0.47413793103448276, "iteration": 639, "loss_box_reg": 0.10341372340917587, "loss_cls": 0.04959779791533947, "loss_rpn_cls": 0.013716969639062881, "loss_rpn_loc": 0.008327144663780928, "lr": 0.000639361, "rank_data_time": 0.007314029999974991, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5014589884999623, "total_loss": 0.18083385797217488} {"data_time": 0.009140676499953315, "eta_seconds": 7179.675570839181, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4356763925729443, "fast_rcnn/fg_cls_accuracy": 0.5643236074270557, "iteration": 659, "loss_box_reg": 0.08700218796730042, "loss_cls": 0.0596479307860136, "loss_rpn_cls": 0.016792671754956245, "loss_rpn_loc": 0.010025809984654188, "lr": 0.000659341, "rank_data_time": 0.009140676499953315, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5072788115000435, "total_loss": 0.16346809174865484} {"data_time": 0.008745188999967013, "eta_seconds": 7172.124736839419, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4752415458937198, "fast_rcnn/fg_cls_accuracy": 0.5247584541062802, "iteration": 679, "loss_box_reg": 0.09389766305685043, "loss_cls": 0.05241200514137745, "loss_rpn_cls": 0.0142091722227633, "loss_rpn_loc": 0.006768895545974374, "lr": 0.000679321, "rank_data_time": 0.008745188999967013, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5083804410000425, "total_loss": 0.16627165325917304} {"data_time": 0.009755605999998807, "eta_seconds": 7162.436137998873, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 699, "loss_box_reg": 0.0939389020204544, "loss_cls": 0.04653869941830635, "loss_rpn_cls": 0.012569870799779892, "loss_rpn_loc": 0.008661303669214249, "lr": 0.000699301, "rank_data_time": 0.009755605999998807, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5012601859999677, "total_loss": 0.15945996437221766} {"data_time": 0.009200178499952472, "eta_seconds": 7152.090868859421, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5744134897360704, "fast_rcnn/fg_cls_accuracy": 0.42558651026392963, "iteration": 719, "loss_box_reg": 0.1249859556555748, "loss_cls": 0.08376936614513397, "loss_rpn_cls": 0.015598335303366184, "loss_rpn_loc": 0.010652323719114065, "lr": 0.0007192810000000001, "rank_data_time": 0.009200178499952472, "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": 0.49904578500002117, "total_loss": 0.2382424366660416} {"data_time": 0.008775153000044611, "eta_seconds": 7142.525905569682, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4296774193548387, "fast_rcnn/fg_cls_accuracy": 0.5703225806451613, "iteration": 739, "loss_box_reg": 0.09114836156368256, "loss_cls": 0.050500188022851944, "loss_rpn_cls": 0.012786240316927433, "loss_rpn_loc": 0.008508549071848392, "lr": 0.000739261, "rank_data_time": 0.008775153000044611, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5062569250000593, "total_loss": 0.15877019544132054} {"data_time": 0.008463916499977131, "eta_seconds": 7133.685138399842, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.5194117647058824, "fast_rcnn/fg_cls_accuracy": 0.48058823529411765, "iteration": 759, "loss_box_reg": 0.10954434424638748, "loss_cls": 0.05570129677653313, "loss_rpn_cls": 0.015105816535651684, "loss_rpn_loc": 0.012384946923702955, "lr": 0.000759241, "rank_data_time": 0.008463916499977131, "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": 0.5055130394999878, "total_loss": 0.1940515786409378} {"data_time": 0.008410532000027615, "eta_seconds": 7122.90955590041, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.5357142857142857, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 779, "loss_box_reg": 0.07385952398180962, "loss_cls": 0.05828576907515526, "loss_rpn_cls": 0.014080682303756475, "loss_rpn_loc": 0.009807607624679804, "lr": 0.0007792210000000001, "rank_data_time": 0.008410532000027615, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5000287734999915, "total_loss": 0.1630298518575728} {"data_time": 0.007529253500024424, "eta_seconds": 7115.46299060019, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.47960687960687964, "fast_rcnn/fg_cls_accuracy": 0.5203931203931204, "iteration": 799, "loss_box_reg": 0.0897897481918335, "loss_cls": 0.05506122298538685, "loss_rpn_cls": 0.011769389733672142, "loss_rpn_loc": 0.00766327022574842, "lr": 0.0007992009999999999, "rank_data_time": 0.007529253500024424, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5087072284999863, "total_loss": 0.15801685606129467} {"data_time": 0.00932985050002344, "eta_seconds": 7105.650076050721, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.376984126984127, "fast_rcnn/fg_cls_accuracy": 0.623015873015873, "iteration": 819, "loss_box_reg": 0.09927697852253914, "loss_cls": 0.058177005499601364, "loss_rpn_cls": 0.01316376868635416, "loss_rpn_loc": 0.01202455535531044, "lr": 0.0008191810000000001, "rank_data_time": 0.00932985050002344, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5042925350000473, "total_loss": 0.1780771049670875} {"data_time": 0.009381651500007138, "eta_seconds": 7100.340124919671, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45341394025604553, "fast_rcnn/fg_cls_accuracy": 0.5465860597439545, "iteration": 839, "loss_box_reg": 0.10365797951817513, "loss_cls": 0.06662287935614586, "loss_rpn_cls": 0.011107275728136301, "loss_rpn_loc": 0.009554424323141575, "lr": 0.000839161, "rank_data_time": 0.009381651500007138, "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": 0.5073889075000579, "total_loss": 0.18367102113552392} {"data_time": 0.009716361000073448, "eta_seconds": 7090.630097389467, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.409919028340081, "fast_rcnn/fg_cls_accuracy": 0.590080971659919, "iteration": 859, "loss_box_reg": 0.08304499462246895, "loss_cls": 0.05062858201563358, "loss_rpn_cls": 0.012962461449205875, "loss_rpn_loc": 0.011484759394079447, "lr": 0.0008591409999999999, "rank_data_time": 0.009716361000073448, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5042427889999317, "total_loss": 0.17006544349715114} {"data_time": 0.008508937499868807, "eta_seconds": 7081.428942660257, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.5219047619047619, "fast_rcnn/fg_cls_accuracy": 0.4780952380952381, "iteration": 879, "loss_box_reg": 0.09098468720912933, "loss_cls": 0.05109139531850815, "loss_rpn_cls": 0.009999034460633993, "loss_rpn_loc": 0.008315212558954954, "lr": 0.0008791210000000001, "rank_data_time": 0.008508937499868807, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5054418459999397, "total_loss": 0.15487259905785322} {"data_time": 0.007111510499953511, "eta_seconds": 7074.608624249259, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4867595818815331, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 899, "loss_box_reg": 0.07773448526859283, "loss_cls": 0.05214794911444187, "loss_rpn_cls": 0.008261117152869701, "loss_rpn_loc": 0.008173458278179169, "lr": 0.000899101, "rank_data_time": 0.007111510499953511, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5055371235000621, "total_loss": 0.14360764576122165} {"data_time": 0.007398351000006187, "eta_seconds": 7064.5737183992605, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.3752045826513911, "fast_rcnn/fg_cls_accuracy": 0.6247954173486088, "iteration": 919, "loss_box_reg": 0.08984580263495445, "loss_cls": 0.048959653824567795, "loss_rpn_cls": 0.009562854189425707, "loss_rpn_loc": 0.007462337613105774, "lr": 0.000919081, "rank_data_time": 0.007398351000006187, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5029620334998981, "total_loss": 0.16045305132865906} {"data_time": 0.007852515999957177, "eta_seconds": 7054.717578419692, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 939, "loss_box_reg": 0.08722438663244247, "loss_cls": 0.05165508948266506, "loss_rpn_cls": 0.009726087562739849, "loss_rpn_loc": 0.008876453153789043, "lr": 0.000939061, "rank_data_time": 0.007852515999957177, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5041391560000648, "total_loss": 0.14537102449685335} {"data_time": 0.009241199999905803, "eta_seconds": 7044.682418279692, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.46509803921568627, "fast_rcnn/fg_cls_accuracy": 0.5349019607843137, "iteration": 959, "loss_box_reg": 0.09290489926934242, "loss_cls": 0.05294903740286827, "loss_rpn_cls": 0.008680850267410278, "loss_rpn_loc": 0.008168475702404976, "lr": 0.000959041, "rank_data_time": 0.009241199999905803, "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": 0.5028136715000073, "total_loss": 0.15840289369225502} {"data_time": 0.008652876500036655, "eta_seconds": 7034.794306910229, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 979, "loss_box_reg": 0.0873720794916153, "loss_cls": 0.0445786751806736, "loss_rpn_cls": 0.008463623933494091, "loss_rpn_loc": 0.010613471269607544, "lr": 0.000979021, "rank_data_time": 0.008652876500036655, "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": 0.5027958529999523, "total_loss": 0.14852527435868979} {"data_time": 0.007686260500008757, "eta_seconds": 7025.384051000174, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.45913978494623653, "fast_rcnn/fg_cls_accuracy": 0.5408602150537634, "iteration": 999, "loss_box_reg": 0.09082058072090149, "loss_cls": 0.05582466535270214, "loss_rpn_cls": 0.006999097531661391, "loss_rpn_loc": 0.008656396064907312, "lr": 0.0009990010000000002, "rank_data_time": 0.007686260500008757, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5089448225000979, "total_loss": 0.16053588804788888} {"data_time": 0.008518920999904367, "eta_seconds": 7019.481261658707, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.3979511426319937, "fast_rcnn/fg_cls_accuracy": 0.6020488573680063, "iteration": 1019, "loss_box_reg": 0.06569268926978111, "loss_cls": 0.03331372328102589, "loss_rpn_cls": 0.006744247628375888, "loss_rpn_loc": 0.006813951302319765, "lr": 0.001, "rank_data_time": 0.008518920999904367, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5015390785000591, "total_loss": 0.12007432105019689} {"data_time": 0.0075672809999787205, "eta_seconds": 7011.595249200202, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 1039, "loss_box_reg": 0.07645948976278305, "loss_cls": 0.042430102825164795, "loss_rpn_cls": 0.008026958908885717, "loss_rpn_loc": 0.009012636728584766, "lr": 0.001, "rank_data_time": 0.0075672809999787205, "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": 0.5018480070000351, "total_loss": 0.1313650821102783} {"data_time": 0.008307193499945242, "eta_seconds": 7007.516889279549, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.44288793103448276, "fast_rcnn/fg_cls_accuracy": 0.5571120689655172, "iteration": 1059, "loss_box_reg": 0.09750663861632347, "loss_cls": 0.04266560822725296, "loss_rpn_cls": 0.007720887195318937, "loss_rpn_loc": 0.007692045532166958, "lr": 0.001, "rank_data_time": 0.008307193499945242, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.502266602499958, "total_loss": 0.15765693737193942} {"data_time": 0.008758574500006944, "eta_seconds": 7000.7575790395, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36914235190097255, "fast_rcnn/fg_cls_accuracy": 0.6308576480990274, "iteration": 1079, "loss_box_reg": 0.08028629422187805, "loss_cls": 0.058209484443068504, "loss_rpn_cls": 0.008390852715820074, "loss_rpn_loc": 0.009013141505420208, "lr": 0.001, "rank_data_time": 0.008758574500006944, "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": 0.505152861499937, "total_loss": 0.167710286565125} {"data_time": 0.007827959500104953, "eta_seconds": 6996.119206149944, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4258823529411765, "fast_rcnn/fg_cls_accuracy": 0.5741176470588236, "iteration": 1099, "loss_box_reg": 0.07290615141391754, "loss_cls": 0.04804047755897045, "loss_rpn_cls": 0.01121649844571948, "loss_rpn_loc": 0.008515937719494104, "lr": 0.001, "rank_data_time": 0.007827959500104953, "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": 0.5044823055000052, "total_loss": 0.13115708460099995} {"data_time": 0.007196366000016496, "eta_seconds": 6988.86121574094, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.38840970350404314, "fast_rcnn/fg_cls_accuracy": 0.6115902964959569, "iteration": 1119, "loss_box_reg": 0.09264403209090233, "loss_cls": 0.05791587010025978, "loss_rpn_cls": 0.016779773868620396, "loss_rpn_loc": 0.00850999541580677, "lr": 0.001, "rank_data_time": 0.007196366000016496, "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": 0.49217379499998515, "total_loss": 0.17370090470649302} {"data_time": 0.008688646999985394, "eta_seconds": 6982.31750139079, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 1139, "loss_box_reg": 0.0683203898370266, "loss_cls": 0.039494218304753304, "loss_rpn_cls": 0.0062495567835867405, "loss_rpn_loc": 0.007207751972600818, "lr": 0.001, "rank_data_time": 0.008688646999985394, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5007209775000092, "total_loss": 0.11937694973312318} {"data_time": 0.007934174500064728, "eta_seconds": 6973.65565935997, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3712189278227014, "fast_rcnn/fg_cls_accuracy": 0.6287810721772986, "iteration": 1159, "loss_box_reg": 0.12009456008672714, "loss_cls": 0.055943526327610016, "loss_rpn_cls": 0.010275916196405888, "loss_rpn_loc": 0.008171417750418186, "lr": 0.001, "rank_data_time": 0.007934174500064728, "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": 0.5006955819999348, "total_loss": 0.19702054932713509} {"data_time": 0.008943127000065942, "eta_seconds": 6965.685997049855, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 1179, "loss_box_reg": 0.08212974667549133, "loss_cls": 0.04171884059906006, "loss_rpn_cls": 0.008121755439788103, "loss_rpn_loc": 0.007269233465194702, "lr": 0.001, "rank_data_time": 0.008943127000065942, "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": 0.5032569775000866, "total_loss": 0.13545554573647678} {"data_time": 0.007688003500106788, "eta_seconds": 6953.50058519997, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 1199, "loss_box_reg": 0.09167812764644623, "loss_cls": 0.0505196787416935, "loss_rpn_cls": 0.005411095218732953, "loss_rpn_loc": 0.00684316991828382, "lr": 0.001, "rank_data_time": 0.007688003500106788, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5033012674999782, "total_loss": 0.1495332852937281} {"data_time": 0.009310502000062115, "eta_seconds": 6944.3878203696295, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 1219, "loss_box_reg": 0.0943215936422348, "loss_cls": 0.04655705764889717, "loss_rpn_cls": 0.008412889670580626, "loss_rpn_loc": 0.007927844766527414, "lr": 0.001, "rank_data_time": 0.009310502000062115, "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": 0.5066933645000518, "total_loss": 0.14406711468473077} {"data_time": 0.008549461500024336, "eta_seconds": 6924.714991360288, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.33939393939393936, "fast_rcnn/fg_cls_accuracy": 0.6606060606060606, "iteration": 1239, "loss_box_reg": 0.08149881660938263, "loss_cls": 0.046030012890696526, "loss_rpn_cls": 0.008161016274243593, "loss_rpn_loc": 0.008093442767858505, "lr": 0.001, "rank_data_time": 0.008549461500024336, "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": 0.49892854350002835, "total_loss": 0.15455522644333541} {"data_time": 0.009387022000055367, "eta_seconds": 6909.444311098596, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 1259, "loss_box_reg": 0.09005420655012131, "loss_cls": 0.051320118829607964, "loss_rpn_cls": 0.0078015741892158985, "loss_rpn_loc": 0.008184169884771109, "lr": 0.001, "rank_data_time": 0.009387022000055367, "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": 0.49253259950012307, "total_loss": 0.1511944665107876} {"data_time": 0.008542554499967991, "eta_seconds": 6897.604379679437, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.27097902097902093, "fast_rcnn/fg_cls_accuracy": 0.729020979020979, "iteration": 1279, "loss_box_reg": 0.09004153683781624, "loss_cls": 0.0470192264765501, "loss_rpn_cls": 0.007858616532757878, "loss_rpn_loc": 0.006675273180007935, "lr": 0.001, "rank_data_time": 0.008542554499967991, "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": 0.5031745894999631, "total_loss": 0.1463686446659267} {"data_time": 0.008877712999947107, "eta_seconds": 6893.618395649401, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.24764150943396226, "fast_rcnn/fg_cls_accuracy": 0.7523584905660378, "iteration": 1299, "loss_box_reg": 0.07333376631140709, "loss_cls": 0.04058485105633736, "loss_rpn_cls": 0.005603615660220385, "loss_rpn_loc": 0.007674408378079534, "lr": 0.001, "rank_data_time": 0.008877712999947107, "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": 0.5079875060000631, "total_loss": 0.12275187356863171} {"data_time": 0.007399974000009024, "eta_seconds": 6885.802931398548, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 1319, "loss_box_reg": 0.07145557552576065, "loss_cls": 0.037605443969368935, "loss_rpn_cls": 0.011106616351753473, "loss_rpn_loc": 0.009123201481997967, "lr": 0.001, "rank_data_time": 0.007399974000009024, "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": 0.5033037064999917, "total_loss": 0.12242756667546928} {"data_time": 0.007888446499919155, "eta_seconds": 6875.73596804855, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.25925925925925924, "fast_rcnn/fg_cls_accuracy": 0.7407407407407407, "iteration": 1339, "loss_box_reg": 0.06510619074106216, "loss_cls": 0.035783637315034866, "loss_rpn_cls": 0.005097543820738792, "loss_rpn_loc": 0.006695164600387216, "lr": 0.001, "rank_data_time": 0.007888446499919155, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5013003134999963, "total_loss": 0.1187089285813272} {"data_time": 0.007640893999905529, "eta_seconds": 6863.427366179403, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.33618331053351574, "fast_rcnn/fg_cls_accuracy": 0.6638166894664843, "iteration": 1359, "loss_box_reg": 0.08377618342638016, "loss_cls": 0.04154110327363014, "loss_rpn_cls": 0.004989350214600563, "loss_rpn_loc": 0.007479549385607243, "lr": 0.001, "rank_data_time": 0.007640893999905529, "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": 0.4996491704999926, "total_loss": 0.14613847294822335} {"data_time": 0.008361381999975492, "eta_seconds": 6849.48695417851, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25532821824381924, "fast_rcnn/fg_cls_accuracy": 0.7446717817561808, "iteration": 1379, "loss_box_reg": 0.09392474219202995, "loss_cls": 0.04461922310292721, "loss_rpn_cls": 0.008120857877656817, "loss_rpn_loc": 0.009573172777891159, "lr": 0.001, "rank_data_time": 0.008361381999975492, "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": 0.5044321784999966, "total_loss": 0.1445406872080639} {"data_time": 0.00863951250005357, "eta_seconds": 6838.285210400318, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.28035087719298246, "fast_rcnn/fg_cls_accuracy": 0.7196491228070175, "iteration": 1399, "loss_box_reg": 0.08961131051182747, "loss_cls": 0.03984254226088524, "loss_rpn_cls": 0.009629928041249514, "loss_rpn_loc": 0.008170030545443296, "lr": 0.001, "rank_data_time": 0.00863951250005357, "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": 0.5017465275000177, "total_loss": 0.1425413580145687} {"data_time": 0.009942347999981394, "eta_seconds": 6827.704381118747, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.30346534653465346, "fast_rcnn/fg_cls_accuracy": 0.6965346534653465, "iteration": 1419, "loss_box_reg": 0.09023081511259079, "loss_cls": 0.040622441098093987, "loss_rpn_cls": 0.004188143415376544, "loss_rpn_loc": 0.007912891684100032, "lr": 0.001, "rank_data_time": 0.009942347999981394, "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": 0.5049312999999529, "total_loss": 0.1425014203414321} {"data_time": 0.008952929999963999, "eta_seconds": 6818.927573398614, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2998366013071896, "fast_rcnn/fg_cls_accuracy": 0.7001633986928104, "iteration": 1439, "loss_box_reg": 0.07072510942816734, "loss_cls": 0.03766065463423729, "loss_rpn_cls": 0.0055331876501441, "loss_rpn_loc": 0.006801939103752375, "lr": 0.001, "rank_data_time": 0.008952929999963999, "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": 0.5033406474999538, "total_loss": 0.12223031092435122} {"data_time": 0.008845362999977624, "eta_seconds": 6807.5933225587505, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2391666666666667, "fast_rcnn/fg_cls_accuracy": 0.7608333333333334, "iteration": 1459, "loss_box_reg": 0.0830577090382576, "loss_cls": 0.04091544449329376, "loss_rpn_cls": 0.0031435242854058743, "loss_rpn_loc": 0.008281523827463388, "lr": 0.001, "rank_data_time": 0.008845362999977624, "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": 0.5007668859999512, "total_loss": 0.12740971182938665} {"data_time": 0.009122019999836084, "eta_seconds": 6798.812742798618, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2841614906832298, "fast_rcnn/fg_cls_accuracy": 0.7158385093167702, "iteration": 1479, "loss_box_reg": 0.08458069711923599, "loss_cls": 0.044344840571284294, "loss_rpn_cls": 0.0040488154627382755, "loss_rpn_loc": 0.006624238099902868, "lr": 0.001, "rank_data_time": 0.009122019999836084, "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": 0.5023946115001081, "total_loss": 0.1324083423241973} {"data_time": 0.009600656999850798, "eta_seconds": 6788.003701500315, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 1499, "loss_box_reg": 0.07293550670146942, "loss_cls": 0.043092021718621254, "loss_rpn_cls": 0.008083090418949723, "loss_rpn_loc": 0.005189927760511637, "lr": 0.001, "rank_data_time": 0.009600656999850798, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5069478114999129, "total_loss": 0.12867171969264746} {"data_time": 0.008536337500004265, "eta_seconds": 6777.426734718756, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2635542168674699, "fast_rcnn/fg_cls_accuracy": 0.7364457831325302, "iteration": 1519, "loss_box_reg": 0.06899319216609001, "loss_cls": 0.03810684196650982, "loss_rpn_cls": 0.003390678553842008, "loss_rpn_loc": 0.006914860103279352, "lr": 0.001, "rank_data_time": 0.008536337500004265, "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": 0.5015059234999626, "total_loss": 0.12070470314938575} {"data_time": 0.008225535999940803, "eta_seconds": 6768.640496898624, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3090175953079179, "fast_rcnn/fg_cls_accuracy": 0.690982404692082, "iteration": 1539, "loss_box_reg": 0.10614139586687088, "loss_cls": 0.048469945788383484, "loss_rpn_cls": 0.007228695321828127, "loss_rpn_loc": 0.007589636370539665, "lr": 0.001, "rank_data_time": 0.008225535999940803, "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": 0.5048324379998803, "total_loss": 0.17732094880193472} {"data_time": 0.008769815500045297, "eta_seconds": 6763.815119039427, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.24904214559386972, "fast_rcnn/fg_cls_accuracy": 0.7509578544061303, "iteration": 1559, "loss_box_reg": 0.07197404652833939, "loss_cls": 0.03468305058777332, "loss_rpn_cls": 0.006278610089793801, "loss_rpn_loc": 0.00547545519657433, "lr": 0.001, "rank_data_time": 0.008769815500045297, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110953375000236, "total_loss": 0.11934154573827982} {"data_time": 0.009482257499939806, "eta_seconds": 6748.907116378532, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2654600301659125, "fast_rcnn/fg_cls_accuracy": 0.7345399698340875, "iteration": 1579, "loss_box_reg": 0.07795355468988419, "loss_cls": 0.043777767568826675, "loss_rpn_cls": 0.004703660029917955, "loss_rpn_loc": 0.008114202879369259, "lr": 0.001, "rank_data_time": 0.009482257499939806, "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": 0.49665300449998995, "total_loss": 0.13458620256278664} {"data_time": 0.009088133499858486, "eta_seconds": 6738.94312019936, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.27884615384615385, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 1599, "loss_box_reg": 0.06345793418586254, "loss_cls": 0.040865978226065636, "loss_rpn_cls": 0.004481632728129625, "loss_rpn_loc": 0.006179061951115727, "lr": 0.001, "rank_data_time": 0.009088133499858486, "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": 0.5060558744999071, "total_loss": 0.11049096990609542} {"data_time": 0.00912764600002447, "eta_seconds": 6728.884996139361, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3023452611218569, "fast_rcnn/fg_cls_accuracy": 0.6976547388781431, "iteration": 1619, "loss_box_reg": 0.07741045579314232, "loss_cls": 0.047963302582502365, "loss_rpn_cls": 0.0064572596456855536, "loss_rpn_loc": 0.006685804110020399, "lr": 0.001, "rank_data_time": 0.00912764600002447, "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": 0.5021542350001482, "total_loss": 0.13680430757813156} {"data_time": 0.00874136849995466, "eta_seconds": 6718.826872079362, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.251984126984127, "fast_rcnn/fg_cls_accuracy": 0.748015873015873, "iteration": 1639, "loss_box_reg": 0.07613718509674072, "loss_cls": 0.04632348380982876, "loss_rpn_cls": 0.0055651681032031775, "loss_rpn_loc": 0.009955104440450668, "lr": 0.001, "rank_data_time": 0.00874136849995466, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.49278943400008757, "total_loss": 0.13004534965148196} {"data_time": 0.007873954000046979, "eta_seconds": 6710.85597111, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.23963317384370014, "fast_rcnn/fg_cls_accuracy": 0.7603668261562999, "iteration": 1659, "loss_box_reg": 0.06652787327766418, "loss_cls": 0.03397599421441555, "loss_rpn_cls": 0.004245740361511707, "loss_rpn_loc": 0.007782365661114454, "lr": 0.001, "rank_data_time": 0.007873954000046979, "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": 0.5085058419998632, "total_loss": 0.10841749934479594} {"data_time": 0.009198522500014406, "eta_seconds": 6700.79471778, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.28378378378378377, "fast_rcnn/fg_cls_accuracy": 0.7162162162162162, "iteration": 1679, "loss_box_reg": 0.08582131937146187, "loss_cls": 0.04245482385158539, "loss_rpn_cls": 0.006897178012877703, "loss_rpn_loc": 0.007037772797048092, "lr": 0.001, "rank_data_time": 0.009198522500014406, "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": 0.5054291579999699, "total_loss": 0.14744212059304118} {"data_time": 0.008648592999975335, "eta_seconds": 6692.932938650824, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23525798525798525, "fast_rcnn/fg_cls_accuracy": 0.7647420147420148, "iteration": 1699, "loss_box_reg": 0.08088809996843338, "loss_cls": 0.039528919383883476, "loss_rpn_cls": 0.0034938722383230925, "loss_rpn_loc": 0.005857220850884914, "lr": 0.001, "rank_data_time": 0.008648592999975335, "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": 0.5039579669999057, "total_loss": 0.13112548575736582} {"data_time": 0.008642524500032778, "eta_seconds": 6684.152739758483, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2376068376068376, "fast_rcnn/fg_cls_accuracy": 0.7623931623931623, "iteration": 1719, "loss_box_reg": 0.08443793654441833, "loss_cls": 0.038418637588620186, "loss_rpn_cls": 0.004419631557539105, "loss_rpn_loc": 0.0057197329588234425, "lr": 0.001, "rank_data_time": 0.008642524500032778, "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": 0.4972691615000713, "total_loss": 0.12844501694780774} {"data_time": 0.00841712349995305, "eta_seconds": 6672.803817030822, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.24563279857397502, "fast_rcnn/fg_cls_accuracy": 0.754367201426025, "iteration": 1739, "loss_box_reg": 0.07074017822742462, "loss_cls": 0.034531550481915474, "loss_rpn_cls": 0.006072396179661155, "loss_rpn_loc": 0.007254828000441194, "lr": 0.001, "rank_data_time": 0.00841712349995305, "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": 0.5009540200001084, "total_loss": 0.11502169375307858} {"data_time": 0.00846135649999269, "eta_seconds": 6662.64701976088, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19752358490566038, "fast_rcnn/fg_cls_accuracy": 0.8024764150943396, "iteration": 1759, "loss_box_reg": 0.06712423264980316, "loss_cls": 0.03712647967040539, "loss_rpn_cls": 0.006181210745126009, "loss_rpn_loc": 0.005198861006647348, "lr": 0.001, "rank_data_time": 0.00846135649999269, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5045636314999911, "total_loss": 0.11899142898619175} {"data_time": 0.008022877999906086, "eta_seconds": 6652.582598280878, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.26729323308270675, "fast_rcnn/fg_cls_accuracy": 0.7327067669172932, "iteration": 1779, "loss_box_reg": 0.07425419986248016, "loss_cls": 0.041412677615880966, "loss_rpn_cls": 0.005943161901086569, "loss_rpn_loc": 0.008159369695931673, "lr": 0.001, "rank_data_time": 0.008022877999906086, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5015459859999964, "total_loss": 0.13162107323296368} {"data_time": 0.008650838499988822, "eta_seconds": 6637.720610399538, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28044871794871795, "fast_rcnn/fg_cls_accuracy": 0.719551282051282, "iteration": 1799, "loss_box_reg": 0.09864656627178192, "loss_cls": 0.05074394680559635, "loss_rpn_cls": 0.008140473626554012, "loss_rpn_loc": 0.007033036323264241, "lr": 0.001, "rank_data_time": 0.008650838499988822, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4975860620000958, "total_loss": 0.15709388174582273} {"data_time": 0.009911055999964447, "eta_seconds": 6626.516468458426, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.22269144144144143, "fast_rcnn/fg_cls_accuracy": 0.7773085585585586, "iteration": 1819, "loss_box_reg": 0.07107675075531006, "loss_cls": 0.03433611802756786, "loss_rpn_cls": 0.0050920185167342424, "loss_rpn_loc": 0.006926944945007563, "lr": 0.001, "rank_data_time": 0.009911055999964447, "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": 0.4934161065000353, "total_loss": 0.11883180355653167} {"data_time": 0.008209871499957444, "eta_seconds": 6616.461056518428, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.25462962962962965, "fast_rcnn/fg_cls_accuracy": 0.7453703703703703, "iteration": 1839, "loss_box_reg": 0.07215920835733414, "loss_cls": 0.0342404879629612, "loss_rpn_cls": 0.003981767222285271, "loss_rpn_loc": 0.005401191301643848, "lr": 0.001, "rank_data_time": 0.008209871499957444, "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": 0.5056741319999674, "total_loss": 0.11505395744461566} {"data_time": 0.008295222500009913, "eta_seconds": 6605.202388500267, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.22877906976744186, "fast_rcnn/fg_cls_accuracy": 0.7712209302325581, "iteration": 1859, "loss_box_reg": 0.08272834867238998, "loss_cls": 0.039269957691431046, "loss_rpn_cls": 0.004300988744944334, "loss_rpn_loc": 0.005403176415711641, "lr": 0.001, "rank_data_time": 0.008295222500009913, "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": 0.4952683840001555, "total_loss": 0.13908921019174159} {"data_time": 0.0073104975000433114, "eta_seconds": 6596.343029758536, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1863425925925926, "fast_rcnn/fg_cls_accuracy": 0.8136574074074074, "iteration": 1879, "loss_box_reg": 0.0676637552678585, "loss_cls": 0.03439441695809364, "loss_rpn_cls": 0.0053241567220538855, "loss_rpn_loc": 0.0071651574689894915, "lr": 0.001, "rank_data_time": 0.0073104975000433114, "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": 0.5044183670000848, "total_loss": 0.11333017994184047} {"data_time": 0.007453894499917624, "eta_seconds": 6583.967618800375, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 1899, "loss_box_reg": 0.07554548233747482, "loss_cls": 0.041714731603860855, "loss_rpn_cls": 0.0021045153262093663, "loss_rpn_loc": 0.006032696925103664, "lr": 0.001, "rank_data_time": 0.007453894499917624, "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": 0.4990080105000061, "total_loss": 0.11751206312328577} {"data_time": 0.010087271499969575, "eta_seconds": 6576.232227838541, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2944150216658642, "fast_rcnn/fg_cls_accuracy": 0.7055849783341358, "iteration": 1919, "loss_box_reg": 0.08145338296890259, "loss_cls": 0.045004429295659065, "loss_rpn_cls": 0.006679223850369453, "loss_rpn_loc": 0.00861133961006999, "lr": 0.001, "rank_data_time": 0.010087271499969575, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5107749654999907, "total_loss": 0.14264251745771617} {"data_time": 0.007528054499971404, "eta_seconds": 6565.515285639949, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.19451450189155106, "fast_rcnn/fg_cls_accuracy": 0.8054854981084489, "iteration": 1939, "loss_box_reg": 0.05917435698211193, "loss_cls": 0.028522432781755924, "loss_rpn_cls": 0.006231577834114432, "loss_rpn_loc": 0.006268972996622324, "lr": 0.001, "rank_data_time": 0.007528054499971404, "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": 0.498185150500035, "total_loss": 0.09961483394727111} {"data_time": 0.009081446999971376, "eta_seconds": 6555.460897759949, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23015873015873015, "fast_rcnn/fg_cls_accuracy": 0.7698412698412698, "iteration": 1959, "loss_box_reg": 0.09337462857365608, "loss_cls": 0.04427785612642765, "loss_rpn_cls": 0.004735064692795277, "loss_rpn_loc": 0.006127157947048545, "lr": 0.001, "rank_data_time": 0.009081446999971376, "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": 0.5030556749999278, "total_loss": 0.1605849255574867} {"data_time": 0.007902595500013376, "eta_seconds": 6546.4968437385305, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2178642056690837, "fast_rcnn/fg_cls_accuracy": 0.7821357943309163, "iteration": 1979, "loss_box_reg": 0.07296377420425415, "loss_cls": 0.036277420818805695, "loss_rpn_cls": 0.006302055437117815, "loss_rpn_loc": 0.005551281850785017, "lr": 0.001, "rank_data_time": 0.007902595500013376, "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": 0.5059994434999453, "total_loss": 0.11713330267230049} {"data_time": 0.008837522000021636, "eta_seconds": 6536.01062399855, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.18870967741935485, "fast_rcnn/fg_cls_accuracy": 0.8112903225806452, "iteration": 1999, "loss_box_reg": 0.0731213390827179, "loss_cls": 0.03303850442171097, "loss_rpn_cls": 0.002391005400568247, "loss_rpn_loc": 0.005943560739979148, "lr": 0.001, "rank_data_time": 0.008837522000021636, "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": 0.5037966800000504, "total_loss": 0.1182524428004399} {"data_time": 0.006930223999916052, "eta_seconds": 6525.576155119468, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1945945945945946, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 2019, "loss_box_reg": 0.08449172228574753, "loss_cls": 0.048080066218972206, "loss_rpn_cls": 0.007015777053311467, "loss_rpn_loc": 0.009258538484573364, "lr": 0.001, "rank_data_time": 0.006930223999916052, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.4979028095000331, "total_loss": 0.1458209566771984} {"data_time": 0.008075763999954688, "eta_seconds": 6516.328655518537, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.22857142857142856, "fast_rcnn/fg_cls_accuracy": 0.7714285714285715, "iteration": 2039, "loss_box_reg": 0.08626069873571396, "loss_cls": 0.03852837532758713, "loss_rpn_cls": 0.0045866272412240505, "loss_rpn_loc": 0.007492902688682079, "lr": 0.001, "rank_data_time": 0.008075763999954688, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5066036620000887, "total_loss": 0.1345746759325266} {"data_time": 0.008596542999839585, "eta_seconds": 6506.6479433610475, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 2059, "loss_box_reg": 0.06332379579544067, "loss_cls": 0.02712664194405079, "loss_rpn_cls": 0.004722697427496314, "loss_rpn_loc": 0.004327419679611921, "lr": 0.001, "rank_data_time": 0.008596542999839585, "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": 0.5069153100000676, "total_loss": 0.10375976283103228} {"data_time": 0.009468067000170777, "eta_seconds": 6495.789020158559, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.276474421635712, "fast_rcnn/fg_cls_accuracy": 0.723525578364288, "iteration": 2079, "loss_box_reg": 0.07804052531719208, "loss_cls": 0.04047435335814953, "loss_rpn_cls": 0.0024316312046721578, "loss_rpn_loc": 0.00592926237732172, "lr": 0.001, "rank_data_time": 0.009468067000170777, "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": 0.4928668334999884, "total_loss": 0.13008772069588304} {"data_time": 0.008458400499989693, "eta_seconds": 6486.055112998121, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.16695652173913045, "fast_rcnn/fg_cls_accuracy": 0.8330434782608696, "iteration": 2099, "loss_box_reg": 0.05644476041197777, "loss_cls": 0.03017737902700901, "loss_rpn_cls": 0.008922116365283728, "loss_rpn_loc": 0.006075988989323378, "lr": 0.001, "rank_data_time": 0.008458400499989693, "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": 0.5060914330000514, "total_loss": 0.10691349650733173} {"data_time": 0.008047501000078228, "eta_seconds": 6476.970017839058, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14774774774774774, "fast_rcnn/fg_cls_accuracy": 0.8522522522522522, "iteration": 2119, "loss_box_reg": 0.05799533613026142, "loss_cls": 0.02453182451426983, "loss_rpn_cls": 0.0037980350898578763, "loss_rpn_loc": 0.004443163750693202, "lr": 0.001, "rank_data_time": 0.008047501000078228, "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": 0.4977472005000436, "total_loss": 0.09573167708003893} {"data_time": 0.010411526499979118, "eta_seconds": 6467.337351058566, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1730259671436142, "fast_rcnn/fg_cls_accuracy": 0.8269740328563858, "iteration": 2139, "loss_box_reg": 0.05330869182944298, "loss_cls": 0.0266936793923378, "loss_rpn_cls": 0.005558024160563946, "loss_rpn_loc": 0.005355717847123742, "lr": 0.001, "rank_data_time": 0.010411526499979118, "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": 0.5009830385000669, "total_loss": 0.08828721998725086} {"data_time": 0.008209051999983785, "eta_seconds": 6457.482592200154, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1728177482894464, "fast_rcnn/fg_cls_accuracy": 0.8271822517105536, "iteration": 2159, "loss_box_reg": 0.0654822364449501, "loss_cls": 0.029716783203184605, "loss_rpn_cls": 0.006296408362686634, "loss_rpn_loc": 0.005322380922734737, "lr": 0.001, "rank_data_time": 0.008209051999983785, "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": 0.5029230365000785, "total_loss": 0.10276450123637915} {"data_time": 0.009119406499962679, "eta_seconds": 6447.424208100154, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.19712601326455415, "fast_rcnn/fg_cls_accuracy": 0.8028739867354459, "iteration": 2179, "loss_box_reg": 0.06594030372798443, "loss_cls": 0.029403368942439556, "loss_rpn_cls": 0.004171537701040506, "loss_rpn_loc": 0.005605060374364257, "lr": 0.001, "rank_data_time": 0.009119406499962679, "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": 0.5020400005000738, "total_loss": 0.09322313382290304} {"data_time": 0.007874260999983562, "eta_seconds": 6437.244460800139, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.8245614035087719, "iteration": 2199, "loss_box_reg": 0.08693433552980423, "loss_cls": 0.03686077147722244, "loss_rpn_cls": 0.00403551512863487, "loss_rpn_loc": 0.006230220198631287, "lr": 0.001, "rank_data_time": 0.007874260999983562, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4992273424999212, "total_loss": 0.13216742244549096} {"data_time": 0.007820164000008845, "eta_seconds": 6427.105081378575, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.18002136752136752, "fast_rcnn/fg_cls_accuracy": 0.8199786324786325, "iteration": 2219, "loss_box_reg": 0.0638359785079956, "loss_cls": 0.03280596062541008, "loss_rpn_cls": 0.004941461840644479, "loss_rpn_loc": 0.005581677192822099, "lr": 0.001, "rank_data_time": 0.007820164000008845, "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": 0.5045563890000722, "total_loss": 0.10489744378719479} {"data_time": 0.008413414000074226, "eta_seconds": 6417.128071860138, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15307486631016043, "fast_rcnn/fg_cls_accuracy": 0.8469251336898396, "iteration": 2239, "loss_box_reg": 0.05947474390268326, "loss_cls": 0.02671936620026827, "loss_rpn_cls": 0.0027863712748512626, "loss_rpn_loc": 0.00512803066521883, "lr": 0.001, "rank_data_time": 0.008413414000074226, "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": 0.5022768960000121, "total_loss": 0.0965088645752985} {"data_time": 0.008402885999885257, "eta_seconds": 6411.158729429985, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.19206349206349205, "fast_rcnn/fg_cls_accuracy": 0.807936507936508, "iteration": 2259, "loss_box_reg": 0.05247832089662552, "loss_cls": 0.03033147845417261, "loss_rpn_cls": 0.0039918210823088884, "loss_rpn_loc": 0.004985015839338303, "lr": 0.001, "rank_data_time": 0.008402885999885257, "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": 0.5030481920000511, "total_loss": 0.09077984979376197} {"data_time": 0.010967043999926318, "eta_seconds": 6401.414997120528, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.16843971631205673, "fast_rcnn/fg_cls_accuracy": 0.8315602836879432, "iteration": 2279, "loss_box_reg": 0.0654739961028099, "loss_cls": 0.027053595520555973, "loss_rpn_cls": 0.003829559311270714, "loss_rpn_loc": 0.0064047547057271, "lr": 0.001, "rank_data_time": 0.010967043999926318, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5086994929999946, "total_loss": 0.09893174981698394} {"data_time": 0.008924649000050522, "eta_seconds": 6390.925121350779, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16363636363636364, "fast_rcnn/fg_cls_accuracy": 0.8363636363636364, "iteration": 2299, "loss_box_reg": 0.07001844793558121, "loss_cls": 0.03384910523891449, "loss_rpn_cls": 0.005151807563379407, "loss_rpn_loc": 0.005787266185507178, "lr": 0.001, "rank_data_time": 0.008924649000050522, "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": 0.5025330600000188, "total_loss": 0.11940906086238101} {"data_time": 0.008915088999970067, "eta_seconds": 6377.015519400152, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 2319, "loss_box_reg": 0.06794747710227966, "loss_cls": 0.034106189385056496, "loss_rpn_cls": 0.003907407517544925, "loss_rpn_loc": 0.0066347087267786264, "lr": 0.001, "rank_data_time": 0.008915088999970067, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.500860743999965, "total_loss": 0.1049685429316014} {"data_time": 0.007656698499999948, "eta_seconds": 6369.54061719056, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.18686868686868685, "fast_rcnn/fg_cls_accuracy": 0.8131313131313131, "iteration": 2339, "loss_box_reg": 0.06327769532799721, "loss_cls": 0.033698635175824165, "loss_rpn_cls": 0.005206631496548653, "loss_rpn_loc": 0.00539123872295022, "lr": 0.001, "rank_data_time": 0.007656698499999948, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49764587449988085, "total_loss": 0.10927185555920005} {"data_time": 0.00831305600001997, "eta_seconds": 6360.731774320775, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15032679738562094, "fast_rcnn/fg_cls_accuracy": 0.8496732026143792, "iteration": 2359, "loss_box_reg": 0.07167738676071167, "loss_cls": 0.03899599425494671, "loss_rpn_cls": 0.004072483396157622, "loss_rpn_loc": 0.005695315543562174, "lr": 0.001, "rank_data_time": 0.00831305600001997, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5064230665000196, "total_loss": 0.1264368616975844} {"data_time": 0.009298246500065943, "eta_seconds": 6350.667325310774, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.21928620452985587, "fast_rcnn/fg_cls_accuracy": 0.7807137954701442, "iteration": 2379, "loss_box_reg": 0.06223895587027073, "loss_cls": 0.02968728169798851, "loss_rpn_cls": 0.005028650630265474, "loss_rpn_loc": 0.0064933523535728455, "lr": 0.001, "rank_data_time": 0.009298246500065943, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5062480240000014, "total_loss": 0.10205179476179183} {"data_time": 0.009697210500007714, "eta_seconds": 6341.008508101254, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1643132220795892, "fast_rcnn/fg_cls_accuracy": 0.8356867779204107, "iteration": 2399, "loss_box_reg": 0.056586382910609245, "loss_cls": 0.024385424330830574, "loss_rpn_cls": 0.0025450901594012976, "loss_rpn_loc": 0.005464686080813408, "lr": 0.001, "rank_data_time": 0.009697210500007714, "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": 0.4991581539999288, "total_loss": 0.0885057978448458} {"data_time": 0.009516457000017908, "eta_seconds": 6328.716541369124, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14459930313588848, "fast_rcnn/fg_cls_accuracy": 0.8554006968641115, "iteration": 2419, "loss_box_reg": 0.05325687676668167, "loss_cls": 0.025830782018601894, "loss_rpn_cls": 0.0035076946951448917, "loss_rpn_loc": 0.004192009102553129, "lr": 0.001, "rank_data_time": 0.009516457000017908, "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": 0.4961472515000196, "total_loss": 0.0890208980999887} {"data_time": 0.010190617500029475, "eta_seconds": 6320.122511800828, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.17624223602484473, "fast_rcnn/fg_cls_accuracy": 0.8237577639751552, "iteration": 2439, "loss_box_reg": 0.07462615519762039, "loss_cls": 0.030414503999054432, "loss_rpn_cls": 0.003959496505558491, "loss_rpn_loc": 0.004727955209091306, "lr": 0.001, "rank_data_time": 0.010190617500029475, "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": 0.5067769555000723, "total_loss": 0.11640661937417462} {"data_time": 0.007266508000043359, "eta_seconds": 6307.649976870009, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18665377176015474, "fast_rcnn/fg_cls_accuracy": 0.8133462282398453, "iteration": 2459, "loss_box_reg": 0.09701532125473022, "loss_cls": 0.03741803206503391, "loss_rpn_cls": 0.004448908613994718, "loss_rpn_loc": 0.00763985700905323, "lr": 0.001, "rank_data_time": 0.007266508000043359, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.49626756199995725, "total_loss": 0.15294802957214415} {"data_time": 0.008937628500007122, "eta_seconds": 6296.395320739734, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11011904761904762, "fast_rcnn/fg_cls_accuracy": 0.8898809523809523, "iteration": 2479, "loss_box_reg": 0.05343985743820667, "loss_cls": 0.026582703925669193, "loss_rpn_cls": 0.004188712919130921, "loss_rpn_loc": 0.00611360021866858, "lr": 0.001, "rank_data_time": 0.008937628500007122, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4960451475000127, "total_loss": 0.0882687522098422} {"data_time": 0.009666756499996154, "eta_seconds": 6287.52988125001, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1458966565349544, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 2499, "loss_box_reg": 0.06499810703098774, "loss_cls": 0.03582551330327988, "loss_rpn_cls": 0.006420658668503165, "loss_rpn_loc": 0.006297013722360134, "lr": 0.001, "rank_data_time": 0.009666756499996154, "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": 0.5072650774999374, "total_loss": 0.11333786055911332} {"data_time": 0.007450952499993946, "eta_seconds": 6276.279041759735, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.23214285714285715, "fast_rcnn/fg_cls_accuracy": 0.7678571428571428, "iteration": 2519, "loss_box_reg": 0.06463816203176975, "loss_cls": 0.03421784192323685, "loss_rpn_cls": 0.0028096474707126617, "loss_rpn_loc": 0.006374669494107366, "lr": 0.001, "rank_data_time": 0.007450952499993946, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4986634800000047, "total_loss": 0.09983276529237628} {"data_time": 0.007760320499983209, "eta_seconds": 6265.977720450464, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.18823529411764706, "fast_rcnn/fg_cls_accuracy": 0.8117647058823529, "iteration": 2539, "loss_box_reg": 0.059382036328315735, "loss_cls": 0.028619812801480293, "loss_rpn_cls": 0.0035762140760198236, "loss_rpn_loc": 0.004754939116537571, "lr": 0.001, "rank_data_time": 0.007760320499983209, "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": 0.49652590200003033, "total_loss": 0.10132459411397576} {"data_time": 0.008542392000094878, "eta_seconds": 6249.710595058573, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.20833333333333334, "fast_rcnn/fg_cls_accuracy": 0.7916666666666666, "iteration": 2559, "loss_box_reg": 0.06993483752012253, "loss_cls": 0.032362692058086395, "loss_rpn_cls": 0.0048541605938225985, "loss_rpn_loc": 0.005090090446174145, "lr": 0.001, "rank_data_time": 0.008542392000094878, "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": 0.4964910385000394, "total_loss": 0.11527376470621675} {"data_time": 0.007534122500032936, "eta_seconds": 6237.98253944982, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11088379705400983, "fast_rcnn/fg_cls_accuracy": 0.8891162029459901, "iteration": 2579, "loss_box_reg": 0.049630727618932724, "loss_cls": 0.02309873141348362, "loss_rpn_cls": 0.004117977572605014, "loss_rpn_loc": 0.0040292623452842236, "lr": 0.001, "rank_data_time": 0.007534122500032936, "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": 0.4993093294999653, "total_loss": 0.08411056827753782} {"data_time": 0.009758457999964776, "eta_seconds": 6225.279477000913, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.17410714285714285, "fast_rcnn/fg_cls_accuracy": 0.8258928571428572, "iteration": 2599, "loss_box_reg": 0.055176494643092155, "loss_cls": 0.029255962930619717, "loss_rpn_cls": 0.005985624389722943, "loss_rpn_loc": 0.005049374885857105, "lr": 0.001, "rank_data_time": 0.009758457999964776, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4998380874999384, "total_loss": 0.09596097306348383} {"data_time": 0.007940970999925412, "eta_seconds": 6213.090625090164, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14225589225589225, "fast_rcnn/fg_cls_accuracy": 0.8577441077441077, "iteration": 2619, "loss_box_reg": 0.06931795924901962, "loss_cls": 0.027340983971953392, "loss_rpn_cls": 0.00521821528673172, "loss_rpn_loc": 0.004564636619761586, "lr": 0.001, "rank_data_time": 0.007940970999925412, "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": 0.4897645785000577, "total_loss": 0.10588025290053338} {"data_time": 0.008991904000140494, "eta_seconds": 6207.847358099821, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.15692307692307694, "fast_rcnn/fg_cls_accuracy": 0.8430769230769231, "iteration": 2639, "loss_box_reg": 0.05409564450383186, "loss_cls": 0.023093147203326225, "loss_rpn_cls": 0.0040545177180320024, "loss_rpn_loc": 0.005386821925640106, "lr": 0.001, "rank_data_time": 0.008991904000140494, "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": 0.5086524900000313, "total_loss": 0.08856287557864562} {"data_time": 0.008503074499913055, "eta_seconds": 6194.375905379902, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.18302107728337236, "fast_rcnn/fg_cls_accuracy": 0.8169789227166276, "iteration": 2659, "loss_box_reg": 0.04632529802620411, "loss_cls": 0.03002837486565113, "loss_rpn_cls": 0.004361458122730255, "loss_rpn_loc": 0.004202916752547026, "lr": 0.001, "rank_data_time": 0.008503074499913055, "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": 0.4963305515000229, "total_loss": 0.08222453098278493} {"data_time": 0.008767500499970993, "eta_seconds": 6183.825752717985, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1589605734767025, "fast_rcnn/fg_cls_accuracy": 0.8410394265232974, "iteration": 2679, "loss_box_reg": 0.049096185714006424, "loss_cls": 0.023881137371063232, "loss_rpn_cls": 0.0034708036109805107, "loss_rpn_loc": 0.004838289227336645, "lr": 0.001, "rank_data_time": 0.008767500499970993, "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": 0.5024514835000673, "total_loss": 0.078903867630288} {"data_time": 0.007721955999954844, "eta_seconds": 6169.504374450958, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.17711598746081506, "fast_rcnn/fg_cls_accuracy": 0.822884012539185, "iteration": 2699, "loss_box_reg": 0.06673681363463402, "loss_cls": 0.03082684427499771, "loss_rpn_cls": 0.003591948887333274, "loss_rpn_loc": 0.0060400464572012424, "lr": 0.001, "rank_data_time": 0.007721955999954844, "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": 0.4978148519999195, "total_loss": 0.10217274230672047} {"data_time": 0.009448196999983338, "eta_seconds": 6158.986304479827, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13932980599647266, "fast_rcnn/fg_cls_accuracy": 0.8606701940035273, "iteration": 2719, "loss_box_reg": 0.0748358890414238, "loss_cls": 0.03442626353353262, "loss_rpn_cls": 0.004943291889503598, "loss_rpn_loc": 0.009312770329415798, "lr": 0.001, "rank_data_time": 0.009448196999983338, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.4988066020000588, "total_loss": 0.12658152275253087} {"data_time": 0.008378868500017234, "eta_seconds": 6150.248156250013, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1836734693877551, "fast_rcnn/fg_cls_accuracy": 0.8163265306122449, "iteration": 2739, "loss_box_reg": 0.05710323713719845, "loss_cls": 0.028479442931711674, "loss_rpn_cls": 0.003866595448926091, "loss_rpn_loc": 0.0065282657742500305, "lr": 0.001, "rank_data_time": 0.008378868500017234, "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": 0.5084334975000502, "total_loss": 0.09224636328872293} {"data_time": 0.008123273500018513, "eta_seconds": 6138.758099881652, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1719409282700422, "fast_rcnn/fg_cls_accuracy": 0.8280590717299579, "iteration": 2759, "loss_box_reg": 0.10525877773761749, "loss_cls": 0.04043367877602577, "loss_rpn_cls": 0.004214931279420853, "loss_rpn_loc": 0.006562087452039123, "lr": 0.001, "rank_data_time": 0.008123273500018513, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5012183059999415, "total_loss": 0.15043731953483075} {"data_time": 0.008822581499998705, "eta_seconds": 6128.727449391649, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 2779, "loss_box_reg": 0.06491561979055405, "loss_cls": 0.026038052514195442, "loss_rpn_cls": 0.003217838704586029, "loss_rpn_loc": 0.007896530674770474, "lr": 0.001, "rank_data_time": 0.008822581499998705, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.49980454950014064, "total_loss": 0.10404841206036508} {"data_time": 0.009838405499976943, "eta_seconds": 6119.3034683006545, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15388257575757575, "fast_rcnn/fg_cls_accuracy": 0.8461174242424243, "iteration": 2799, "loss_box_reg": 0.05923055671155453, "loss_cls": 0.027895751409232616, "loss_rpn_cls": 0.003347560530528426, "loss_rpn_loc": 0.005665586329996586, "lr": 0.001, "rank_data_time": 0.009838405499976943, "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": 0.49821680700006254, "total_loss": 0.09155142113741022} {"data_time": 0.007818895499895007, "eta_seconds": 6113.555005528007, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.1, "fast_rcnn/fg_cls_accuracy": 0.9, "iteration": 2819, "loss_box_reg": 0.04211973957717419, "loss_cls": 0.020052741281688213, "loss_rpn_cls": 0.0035827840911224484, "loss_rpn_loc": 0.004311325261369348, "lr": 0.001, "rank_data_time": 0.007818895499895007, "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": 0.50457777049985, "total_loss": 0.06876550929155201} {"data_time": 0.009064600999977301, "eta_seconds": 6101.870605121512, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.8352713178294574, "iteration": 2839, "loss_box_reg": 0.09713451936841011, "loss_cls": 0.039108820259571075, "loss_rpn_cls": 0.005180046893656254, "loss_rpn_loc": 0.006018366664648056, "lr": 0.001, "rank_data_time": 0.009064600999977301, "roi_head/num_bg_samples": 482.75, "roi_head/num_fg_samples": 29.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5022723419999693, "total_loss": 0.15056005475344136} {"data_time": 0.0070591060001561345, "eta_seconds": 6091.83463373151, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.14446808510638298, "fast_rcnn/fg_cls_accuracy": 0.855531914893617, "iteration": 2859, "loss_box_reg": 0.06185533665120602, "loss_cls": 0.023839076049625874, "loss_rpn_cls": 0.005131614161655307, "loss_rpn_loc": 0.00528904190286994, "lr": 0.001, "rank_data_time": 0.0070591060001561345, "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": 0.4958332269999346, "total_loss": 0.09503093862440437} {"data_time": 0.01028827800007548, "eta_seconds": 6079.431844500905, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.1683644595359366, "fast_rcnn/fg_cls_accuracy": 0.8316355404640634, "iteration": 2879, "loss_box_reg": 0.042805999517440796, "loss_cls": 0.020586720667779446, "loss_rpn_cls": 0.0057901907712221146, "loss_rpn_loc": 0.00382822728715837, "lr": 0.001, "rank_data_time": 0.01028827800007548, "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": 0.5007415289999244, "total_loss": 0.07218339073006064} {"data_time": 0.010768871999744078, "eta_seconds": 6068.647545950909, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11895161290322581, "fast_rcnn/fg_cls_accuracy": 0.8810483870967742, "iteration": 2899, "loss_box_reg": 0.050853168591856956, "loss_cls": 0.024427911266684532, "loss_rpn_cls": 0.003270359942689538, "loss_rpn_loc": 0.004515122622251511, "lr": 0.001, "rank_data_time": 0.010768871999744078, "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": 0.495741368499921, "total_loss": 0.08354874071665108} {"data_time": 0.007246845000054236, "eta_seconds": 6055.572285719172, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13653308480894688, "fast_rcnn/fg_cls_accuracy": 0.8634669151910531, "iteration": 2919, "loss_box_reg": 0.0702553391456604, "loss_cls": 0.03659412823617458, "loss_rpn_cls": 0.004258795641362667, "loss_rpn_loc": 0.005936741596087813, "lr": 0.001, "rank_data_time": 0.007246845000054236, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49906640749986764, "total_loss": 0.12238304188940674} {"data_time": 0.009145425500037163, "eta_seconds": 6048.482245471628, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14057750759878418, "fast_rcnn/fg_cls_accuracy": 0.8594224924012157, "iteration": 2939, "loss_box_reg": 0.05227948725223541, "loss_cls": 0.023804460652172565, "loss_rpn_cls": 0.0037407358177006245, "loss_rpn_loc": 0.004923002561554313, "lr": 0.001, "rank_data_time": 0.009145425500037163, "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": 0.504494403499848, "total_loss": 0.08063657721504569} {"data_time": 0.008150858499902824, "eta_seconds": 6035.608041958294, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 2959, "loss_box_reg": 0.04988139122724533, "loss_cls": 0.02262265235185623, "loss_rpn_cls": 0.0031492982525378466, "loss_rpn_loc": 0.005198290571570396, "lr": 0.001, "rank_data_time": 0.008150858499902824, "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": 0.4965081064997321, "total_loss": 0.07924897960037924} {"data_time": 0.010066790500104617, "eta_seconds": 6022.848045779433, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12451612903225806, "fast_rcnn/fg_cls_accuracy": 0.8754838709677419, "iteration": 2979, "loss_box_reg": 0.049129191786050797, "loss_cls": 0.024646948091685772, "loss_rpn_cls": 0.00349318515509367, "loss_rpn_loc": 0.0050301700830459595, "lr": 0.001, "rank_data_time": 0.010066790500104617, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5034353995001766, "total_loss": 0.09076711698435247} {"data_time": 0.008481088000053205, "eta_seconds": 6009.736110000176, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11704545454545454, "fast_rcnn/fg_cls_accuracy": 0.8829545454545454, "iteration": 2999, "loss_box_reg": 0.05815856717526913, "loss_cls": 0.023854302242398262, "loss_rpn_cls": 0.0035005472600460052, "loss_rpn_loc": 0.0049443296156823635, "lr": 0.001, "rank_data_time": 0.008481088000053205, "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": 0.49601262149963077, "total_loss": 0.0911612514173612} {"data_time": 0.011952416999747584, "eta_seconds": 6000.799646539988, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8944444444444444, "iteration": 3019, "loss_box_reg": 0.045335013419389725, "loss_cls": 0.019642953760921955, "loss_rpn_cls": 0.0020201668376103044, "loss_rpn_loc": 0.00504257483407855, "lr": 0.001, "rank_data_time": 0.011952416999747584, "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": 0.5087951069997416, "total_loss": 0.07830463559366763} {"data_time": 0.008240303999855314, "eta_seconds": 5990.259425539293, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8793604651162791, "iteration": 3039, "loss_box_reg": 0.05952192842960358, "loss_cls": 0.023926476947963238, "loss_rpn_cls": 0.003722543944604695, "loss_rpn_loc": 0.005087243625894189, "lr": 0.001, "rank_data_time": 0.008240303999855314, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5048949649999486, "total_loss": 0.08972741686739028} {"data_time": 0.009756555499961905, "eta_seconds": 5980.763587619987, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 3059, "loss_box_reg": 0.04937959089875221, "loss_cls": 0.023099065758287907, "loss_rpn_cls": 0.0024589597014710307, "loss_rpn_loc": 0.004831711761653423, "lr": 0.001, "rank_data_time": 0.009756555499961905, "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": 0.5021528195002247, "total_loss": 0.0793166714720428} {"data_time": 0.0071601149998059554, "eta_seconds": 5971.313331598858, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.1368601747815231, "fast_rcnn/fg_cls_accuracy": 0.863139825218477, "iteration": 3079, "loss_box_reg": 0.04880428873002529, "loss_cls": 0.02354145236313343, "loss_rpn_cls": 0.00233176548499614, "loss_rpn_loc": 0.00502261146903038, "lr": 0.001, "rank_data_time": 0.0071601149998059554, "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": 0.4962512849999712, "total_loss": 0.09114373993361369} {"data_time": 0.008154601999876832, "eta_seconds": 5960.207956849297, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13760504201680673, "fast_rcnn/fg_cls_accuracy": 0.8623949579831933, "iteration": 3099, "loss_box_reg": 0.052386922761797905, "loss_cls": 0.025550777092576027, "loss_rpn_cls": 0.0033469698391854763, "loss_rpn_loc": 0.005220988765358925, "lr": 0.001, "rank_data_time": 0.008154601999876832, "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": 0.505717792500036, "total_loss": 0.0878928453894332} {"data_time": 0.0076039919999857375, "eta_seconds": 5950.190800619298, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1096951524237881, "fast_rcnn/fg_cls_accuracy": 0.8903048475762119, "iteration": 3119, "loss_box_reg": 0.06634284742176533, "loss_cls": 0.025007505901157856, "loss_rpn_cls": 0.0039716222090646625, "loss_rpn_loc": 0.005572299938648939, "lr": 0.001, "rank_data_time": 0.0076039919999857375, "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": 0.4964978750001592, "total_loss": 0.10384401126066223} {"data_time": 0.00853393850024986, "eta_seconds": 5939.803114272265, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13354700854700854, "fast_rcnn/fg_cls_accuracy": 0.8664529914529915, "iteration": 3139, "loss_box_reg": 0.06287674233317375, "loss_cls": 0.030569017864763737, "loss_rpn_cls": 0.004085962078534067, "loss_rpn_loc": 0.006768262246623635, "lr": 0.001, "rank_data_time": 0.00853393850024986, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.4971950219999144, "total_loss": 0.09913497732486576} {"data_time": 0.009683860000222921, "eta_seconds": 5929.294435519041, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 3159, "loss_box_reg": 0.055779214948415756, "loss_cls": 0.02867763116955757, "loss_rpn_cls": 0.003715362516231835, "loss_rpn_loc": 0.005261346697807312, "lr": 0.001, "rank_data_time": 0.009683860000222921, "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": 0.49639483600003587, "total_loss": 0.09151205857051536} {"data_time": 0.008613619000016115, "eta_seconds": 5920.6554108599885, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.093841642228739, "fast_rcnn/fg_cls_accuracy": 0.906158357771261, "iteration": 3179, "loss_box_reg": 0.046253716573119164, "loss_cls": 0.021513640880584717, "loss_rpn_cls": 0.0044165924191474915, "loss_rpn_loc": 0.004613352240994573, "lr": 0.001, "rank_data_time": 0.008613619000016115, "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": 0.5110167814998476, "total_loss": 0.07413258322048932} {"data_time": 0.009988671499968405, "eta_seconds": 5913.680843300881, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.1, "fast_rcnn/fg_cls_accuracy": 0.8999999999999999, "iteration": 3199, "loss_box_reg": 0.05751760117709637, "loss_cls": 0.022574550472199917, "loss_rpn_cls": 0.0025882177287712693, "loss_rpn_loc": 0.006205660058185458, "lr": 0.001, "rank_data_time": 0.009988671499968405, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5035841074998189, "total_loss": 0.09213253020425327} {"data_time": 0.008587733000013031, "eta_seconds": 5902.849653451531, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14100877192982456, "fast_rcnn/fg_cls_accuracy": 0.8589912280701755, "iteration": 3219, "loss_box_reg": 0.0903908908367157, "loss_cls": 0.03796134702861309, "loss_rpn_cls": 0.003514322335831821, "loss_rpn_loc": 0.005590838845819235, "lr": 0.001, "rank_data_time": 0.008587733000013031, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5015711795001607, "total_loss": 0.13719338132068515} {"data_time": 0.007567045999849142, "eta_seconds": 5890.601322479988, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.17323775388291518, "fast_rcnn/fg_cls_accuracy": 0.8267622461170848, "iteration": 3239, "loss_box_reg": 0.062737837433815, "loss_cls": 0.029594121500849724, "loss_rpn_cls": 0.0021544957999140024, "loss_rpn_loc": 0.004230027087032795, "lr": 0.001, "rank_data_time": 0.007567045999849142, "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": 0.49719854549994125, "total_loss": 0.0917500628856942} {"data_time": 0.007552729000281033, "eta_seconds": 5880.583293019989, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.10319148936170214, "fast_rcnn/fg_cls_accuracy": 0.8968085106382979, "iteration": 3259, "loss_box_reg": 0.04355265572667122, "loss_cls": 0.021192471496760845, "loss_rpn_cls": 0.0020106114679947495, "loss_rpn_loc": 0.004910555202513933, "lr": 0.001, "rank_data_time": 0.007552729000281033, "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": 0.5018487759998607, "total_loss": 0.07336857562768273} {"data_time": 0.00868763650009896, "eta_seconds": 5870.565263559988, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12810327706057595, "fast_rcnn/fg_cls_accuracy": 0.8718967229394241, "iteration": 3279, "loss_box_reg": 0.053424960002303123, "loss_cls": 0.023211359046399593, "loss_rpn_cls": 0.003455072524957359, "loss_rpn_loc": 0.0045409537851810455, "lr": 0.001, "rank_data_time": 0.00868763650009896, "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": 0.5051209040000231, "total_loss": 0.08505907445214689} {"data_time": 0.007416126500174869, "eta_seconds": 5860.547234099988, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13421955403087477, "fast_rcnn/fg_cls_accuracy": 0.8657804459691252, "iteration": 3299, "loss_box_reg": 0.06427666917443275, "loss_cls": 0.03062616940587759, "loss_rpn_cls": 0.003451444092206657, "loss_rpn_loc": 0.0053792602848261595, "lr": 0.001, "rank_data_time": 0.007416126500174869, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5019572060000428, "total_loss": 0.10331141320057213} {"data_time": 0.00847204149999925, "eta_seconds": 5850.5630883201775, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09102040816326532, "fast_rcnn/fg_cls_accuracy": 0.9089795918367347, "iteration": 3319, "loss_box_reg": 0.044242555275559425, "loss_cls": 0.020054330118000507, "loss_rpn_cls": 0.002817813423462212, "loss_rpn_loc": 0.005459487671032548, "lr": 0.001, "rank_data_time": 0.00847204149999925, "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": 0.499264423500108, "total_loss": 0.07538689393550158} {"data_time": 0.009168442500140372, "eta_seconds": 5842.718757151515, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.141439205955335, "fast_rcnn/fg_cls_accuracy": 0.858560794044665, "iteration": 3339, "loss_box_reg": 0.047553302720189095, "loss_cls": 0.022513736970722675, "loss_rpn_cls": 0.0041645599994808435, "loss_rpn_loc": 0.0050227760802954435, "lr": 0.001, "rank_data_time": 0.009168442500140372, "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": 0.5066294974999437, "total_loss": 0.07702202652581036} {"data_time": 0.008014472500008196, "eta_seconds": 5832.6969411015125, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1751453488372093, "fast_rcnn/fg_cls_accuracy": 0.8248546511627908, "iteration": 3359, "loss_box_reg": 0.05369081534445286, "loss_cls": 0.028240476734936237, "loss_rpn_cls": 0.0021301349624991417, "loss_rpn_loc": 0.004944109125062823, "lr": 0.001, "rank_data_time": 0.008014472500008196, "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": 0.5054655980000007, "total_loss": 0.08909381547709927} {"data_time": 0.009203311499959455, "eta_seconds": 5821.425533490747, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1458966565349544, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 3379, "loss_box_reg": 0.04928969778120518, "loss_cls": 0.02636688854545355, "loss_rpn_cls": 0.0036570847732946277, "loss_rpn_loc": 0.004061884246766567, "lr": 0.001, "rank_data_time": 0.009203311499959455, "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": 0.49212096799988103, "total_loss": 0.08273921464569867} {"data_time": 0.00854509350006083, "eta_seconds": 5812.653309001507, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.1206060606060606, "fast_rcnn/fg_cls_accuracy": 0.8793939393939394, "iteration": 3399, "loss_box_reg": 0.04996299371123314, "loss_cls": 0.019647683948278427, "loss_rpn_cls": 0.004832402337342501, "loss_rpn_loc": 0.004674579715356231, "lr": 0.001, "rank_data_time": 0.00854509350006083, "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": 0.5018032299999504, "total_loss": 0.08258881489746273} {"data_time": 0.00894852250007716, "eta_seconds": 5804.517330687627, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11116600790513834, "fast_rcnn/fg_cls_accuracy": 0.8888339920948616, "iteration": 3419, "loss_box_reg": 0.04448238015174866, "loss_cls": 0.02124631218612194, "loss_rpn_cls": 0.0028890741523355246, "loss_rpn_loc": 0.0036368152359500527, "lr": 0.001, "rank_data_time": 0.00894852250007716, "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": 0.5060838409999633, "total_loss": 0.07038533769082278} {"data_time": 0.007173194499728197, "eta_seconds": 5791.366537620743, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11684782608695651, "fast_rcnn/fg_cls_accuracy": 0.8831521739130435, "iteration": 3439, "loss_box_reg": 0.07997108995914459, "loss_cls": 0.034996574744582176, "loss_rpn_cls": 0.0030481298454105854, "loss_rpn_loc": 0.006482008844614029, "lr": 0.001, "rank_data_time": 0.007173194499728197, "roi_head/num_bg_samples": 484.0, "roi_head/num_fg_samples": 28.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4996714334997705, "total_loss": 0.12814581376733258} {"data_time": 0.008729185499760206, "eta_seconds": 5784.467184467635, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15037593984962405, "fast_rcnn/fg_cls_accuracy": 0.849624060150376, "iteration": 3459, "loss_box_reg": 0.05406016483902931, "loss_cls": 0.024340080097317696, "loss_rpn_cls": 0.004542642273008823, "loss_rpn_loc": 0.00486037484370172, "lr": 0.001, "rank_data_time": 0.008729185499760206, "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": 0.5029296285001692, "total_loss": 0.09297742671333253} {"data_time": 0.00919481849996373, "eta_seconds": 5776.710520318884, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.13182720953326713, "fast_rcnn/fg_cls_accuracy": 0.8681727904667329, "iteration": 3479, "loss_box_reg": 0.0442776158452034, "loss_cls": 0.020855377428233624, "loss_rpn_cls": 0.0028511022683233023, "loss_rpn_loc": 0.005466914502903819, "lr": 0.001, "rank_data_time": 0.00919481849996373, "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": 0.5055482449997726, "total_loss": 0.06988598438329063} {"data_time": 0.00895273899982385, "eta_seconds": 5765.9127857490375, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08812111801242237, "fast_rcnn/fg_cls_accuracy": 0.9118788819875776, "iteration": 3499, "loss_box_reg": 0.054066091775894165, "loss_cls": 0.02770209312438965, "loss_rpn_cls": 0.003849726403132081, "loss_rpn_loc": 0.004255044739693403, "lr": 0.001, "rank_data_time": 0.00895273899982385, "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": 0.5038374619998649, "total_loss": 0.09542663372121751} {"data_time": 0.00943655200012472, "eta_seconds": 5755.165470319348, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11051136363636363, "fast_rcnn/fg_cls_accuracy": 0.8894886363636363, "iteration": 3519, "loss_box_reg": 0.04587827809154987, "loss_cls": 0.024963311851024628, "loss_rpn_cls": 0.0028230634052306414, "loss_rpn_loc": 0.004042683751322329, "lr": 0.001, "rank_data_time": 0.00943655200012472, "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": 0.4998381254999913, "total_loss": 0.07972448319196701} {"data_time": 0.008753014500143763, "eta_seconds": 5745.857436929041, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12237911852802738, "fast_rcnn/fg_cls_accuracy": 0.8776208814719726, "iteration": 3539, "loss_box_reg": 0.06019315496087074, "loss_cls": 0.02622388955205679, "loss_rpn_cls": 0.003199625527486205, "loss_rpn_loc": 0.005884909303858876, "lr": 0.001, "rank_data_time": 0.008753014500143763, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5011833949997708, "total_loss": 0.08726258366368711} {"data_time": 0.009096222499920259, "eta_seconds": 5737.756310002478, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.1051904176904177, "fast_rcnn/fg_cls_accuracy": 0.8948095823095823, "iteration": 3559, "loss_box_reg": 0.04607942886650562, "loss_cls": 0.017817428335547447, "loss_rpn_cls": 0.002791027305647731, "loss_rpn_loc": 0.007106578443199396, "lr": 0.001, "rank_data_time": 0.009096222499920259, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5077009825001824, "total_loss": 0.07007626205449924} {"data_time": 0.008306698999831497, "eta_seconds": 5729.847052109737, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11611054937647455, "fast_rcnn/fg_cls_accuracy": 0.8838894506235255, "iteration": 3579, "loss_box_reg": 0.04730009287595749, "loss_cls": 0.023884152062237263, "loss_rpn_cls": 0.002927017747424543, "loss_rpn_loc": 0.0049039325676858425, "lr": 0.001, "rank_data_time": 0.008306698999831497, "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": 0.4968171269999857, "total_loss": 0.07441634201677516} {"data_time": 0.007603042499795265, "eta_seconds": 5721.269219400665, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08323765786452353, "fast_rcnn/fg_cls_accuracy": 0.9167623421354765, "iteration": 3599, "loss_box_reg": 0.04991318844258785, "loss_cls": 0.02050655335187912, "loss_rpn_cls": 0.003405581461265683, "loss_rpn_loc": 0.004761712392792106, "lr": 0.001, "rank_data_time": 0.007603042499795265, "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": 0.5036618784999973, "total_loss": 0.08118008909514174} {"data_time": 0.008042313999794715, "eta_seconds": 5711.6484926390285, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11198568872987477, "fast_rcnn/fg_cls_accuracy": 0.8880143112701253, "iteration": 3619, "loss_box_reg": 0.05157202668488026, "loss_cls": 0.021298300474882126, "loss_rpn_cls": 0.0021613045828416944, "loss_rpn_loc": 0.0033989599905908108, "lr": 0.001, "rank_data_time": 0.008042313999794715, "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": 0.49620923150018825, "total_loss": 0.0804775619180873} {"data_time": 0.009642062500006432, "eta_seconds": 5697.190951680786, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11838624338624337, "fast_rcnn/fg_cls_accuracy": 0.8816137566137566, "iteration": 3639, "loss_box_reg": 0.047693001106381416, "loss_cls": 0.02063165232539177, "loss_rpn_cls": 0.0016097190091386437, "loss_rpn_loc": 0.004750194493681192, "lr": 0.001, "rank_data_time": 0.009642062500006432, "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": 0.4938909939999121, "total_loss": 0.07346637896262109} {"data_time": 0.00888867799972104, "eta_seconds": 5687.6010975024565, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12083333333333333, "fast_rcnn/fg_cls_accuracy": 0.8791666666666667, "iteration": 3659, "loss_box_reg": 0.04555299133062363, "loss_cls": 0.024442555382847786, "loss_rpn_cls": 0.0031715420773252845, "loss_rpn_loc": 0.0037903746124356985, "lr": 0.001, "rank_data_time": 0.00888867799972104, "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": 0.49388735150000684, "total_loss": 0.07882552489172667} {"data_time": 0.009199526500196953, "eta_seconds": 5679.67326005974, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 3679, "loss_box_reg": 0.04817628487944603, "loss_cls": 0.020848245359957218, "loss_rpn_cls": 0.00395621289499104, "loss_rpn_loc": 0.004928736016154289, "lr": 0.001, "rank_data_time": 0.009199526500196953, "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": 0.51380332250028, "total_loss": 0.0686504302721005} {"data_time": 0.009351325999887194, "eta_seconds": 5674.402875452847, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.10668563300142248, "fast_rcnn/fg_cls_accuracy": 0.8933143669985775, "iteration": 3699, "loss_box_reg": 0.03765001334249973, "loss_cls": 0.018331091850996017, "loss_rpn_cls": 0.0046003833413124084, "loss_rpn_loc": 0.004072162322700024, "lr": 0.001, "rank_data_time": 0.009351325999887194, "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": 0.5108218860000306, "total_loss": 0.06269843224436045} {"data_time": 0.008863639000082912, "eta_seconds": 5665.71579431853, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.10668563300142248, "fast_rcnn/fg_cls_accuracy": 0.8933143669985775, "iteration": 3719, "loss_box_reg": 0.04165252670645714, "loss_cls": 0.019886878319084644, "loss_rpn_cls": 0.003494873410090804, "loss_rpn_loc": 0.003742325585335493, "lr": 0.001, "rank_data_time": 0.008863639000082912, "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": 0.5085965854998449, "total_loss": 0.06912500713951886} {"data_time": 0.010755815999800689, "eta_seconds": 5656.700849259161, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08792270531400967, "fast_rcnn/fg_cls_accuracy": 0.9120772946859903, "iteration": 3739, "loss_box_reg": 0.04364565946161747, "loss_cls": 0.02007201500236988, "loss_rpn_cls": 0.002940300153568387, "loss_rpn_loc": 0.005074024433270097, "lr": 0.001, "rank_data_time": 0.010755815999800689, "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": 0.5167176090001249, "total_loss": 0.07188139599747956} {"data_time": 0.009585917500089636, "eta_seconds": 5646.97638777935, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11993464052287581, "fast_rcnn/fg_cls_accuracy": 0.8800653594771242, "iteration": 3759, "loss_box_reg": 0.06006365641951561, "loss_cls": 0.027059676125645638, "loss_rpn_cls": 0.0022800678852945566, "loss_rpn_loc": 0.004649217240512371, "lr": 0.001, "rank_data_time": 0.009585917500089636, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5020187604998227, "total_loss": 0.09202165200258605} {"data_time": 0.009638765500085356, "eta_seconds": 5637.670842537423, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08760751831793565, "fast_rcnn/fg_cls_accuracy": 0.9123924816820643, "iteration": 3779, "loss_box_reg": 0.06463496014475822, "loss_cls": 0.02395610138773918, "loss_rpn_cls": 0.0014799257041886449, "loss_rpn_loc": 0.004290168872103095, "lr": 0.001, "rank_data_time": 0.009638765500085356, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5055974594999952, "total_loss": 0.09312133997445926} {"data_time": 0.008263958000043203, "eta_seconds": 5628.081502399436, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.11324786324786325, "fast_rcnn/fg_cls_accuracy": 0.8867521367521367, "iteration": 3799, "loss_box_reg": 0.03490854613482952, "loss_cls": 0.01577703095972538, "loss_rpn_cls": 0.0025776869151741266, "loss_rpn_loc": 0.0037908152444288135, "lr": 0.001, "rank_data_time": 0.008263958000043203, "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": 0.49482721149979625, "total_loss": 0.05826361442450434} {"data_time": 0.008157062000009319, "eta_seconds": 5618.666693899099, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.8888888888888888, "iteration": 3819, "loss_box_reg": 0.04650612361729145, "loss_cls": 0.025360694155097008, "loss_rpn_cls": 0.002104304207023233, "loss_rpn_loc": 0.004907165886834264, "lr": 0.001, "rank_data_time": 0.008157062000009319, "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": 0.5051318425000773, "total_loss": 0.07359320475370623} {"data_time": 0.007901173000163908, "eta_seconds": 5607.981211319438, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8982758620689655, "iteration": 3839, "loss_box_reg": 0.03474905900657177, "loss_cls": 0.01974179409444332, "loss_rpn_cls": 0.003779800492338836, "loss_rpn_loc": 0.004206189652904868, "lr": 0.001, "rank_data_time": 0.007901173000163908, "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": 0.496859813500123, "total_loss": 0.059828903526067734} {"data_time": 0.007569995000039853, "eta_seconds": 5598.971369110918, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 3859, "loss_box_reg": 0.06317953020334244, "loss_cls": 0.03285179100930691, "loss_rpn_cls": 0.002812732825987041, "loss_rpn_loc": 0.006356375524774194, "lr": 0.001, "rank_data_time": 0.007569995000039853, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5048759210001208, "total_loss": 0.10471539210993797} {"data_time": 0.008564375500100141, "eta_seconds": 5589.388714400502, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1413339382940109, "fast_rcnn/fg_cls_accuracy": 0.8586660617059891, "iteration": 3879, "loss_box_reg": 0.0794045627117157, "loss_cls": 0.02855667658150196, "loss_rpn_cls": 0.0018485885229893029, "loss_rpn_loc": 0.005546313943341374, "lr": 0.001, "rank_data_time": 0.008564375500100141, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49813585299989427, "total_loss": 0.12198747554793954} {"data_time": 0.00906448800014914, "eta_seconds": 5579.335857000501, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0971675845790716, "fast_rcnn/fg_cls_accuracy": 0.9028324154209284, "iteration": 3899, "loss_box_reg": 0.03790951147675514, "loss_cls": 0.01615225337445736, "loss_rpn_cls": 0.0012777504161931574, "loss_rpn_loc": 0.0032710101222619414, "lr": 0.001, "rank_data_time": 0.00906448800014914, "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": 0.49935106699990683, "total_loss": 0.05954901990480721} {"data_time": 0.009289415000012013, "eta_seconds": 5569.885059099752, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11269841269841269, "fast_rcnn/fg_cls_accuracy": 0.8873015873015873, "iteration": 3919, "loss_box_reg": 0.06543174758553505, "loss_cls": 0.02685320656746626, "loss_rpn_cls": 0.0042826181743294, "loss_rpn_loc": 0.006676344899460673, "lr": 0.001, "rank_data_time": 0.009289415000012013, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5015887820002263, "total_loss": 0.10417214839253575} {"data_time": 0.010005868000007467, "eta_seconds": 5558.471039101228, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0704656862745098, "fast_rcnn/fg_cls_accuracy": 0.9295343137254901, "iteration": 3939, "loss_box_reg": 0.039198582991957664, "loss_cls": 0.018700634129345417, "loss_rpn_cls": 0.001540987694170326, "loss_rpn_loc": 0.003520677797496319, "lr": 0.001, "rank_data_time": 0.010005868000007467, "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": 0.49948825000001307, "total_loss": 0.06284868024522439} {"data_time": 0.008977814999980183, "eta_seconds": 5550.198429597876, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9183333333333333, "iteration": 3959, "loss_box_reg": 0.04462207481265068, "loss_cls": 0.01959060039371252, "loss_rpn_cls": 0.0022734045051038265, "loss_rpn_loc": 0.00419032434001565, "lr": 0.001, "rank_data_time": 0.008977814999980183, "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": 0.5033413390001442, "total_loss": 0.06955176655901596} {"data_time": 0.009325665500227842, "eta_seconds": 5538.256437099112, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.12632978723404253, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 3979, "loss_box_reg": 0.0475957877933979, "loss_cls": 0.017721589654684067, "loss_rpn_cls": 0.0016049708938226104, "loss_rpn_loc": 0.0036690764827653766, "lr": 0.001, "rank_data_time": 0.009325665500227842, "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": 0.4971320439997271, "total_loss": 0.06906416954007} {"data_time": 0.009438560000035068, "eta_seconds": 5528.316585001221, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10810810810810811, "fast_rcnn/fg_cls_accuracy": 0.8918918918918919, "iteration": 3999, "loss_box_reg": 0.06363902986049652, "loss_cls": 0.024537072516977787, "loss_rpn_cls": 0.005051794229075313, "loss_rpn_loc": 0.0049251599702984095, "lr": 0.001, "rank_data_time": 0.009438560000035068, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4998400889999175, "total_loss": 0.10155893280170858} {"data_time": 0.0075372440001046925, "eta_seconds": 5518.153872899115, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08401880141010576, "fast_rcnn/fg_cls_accuracy": 0.9159811985898942, "iteration": 4019, "loss_box_reg": 0.03929547406733036, "loss_cls": 0.01993195153772831, "loss_rpn_cls": 0.0021896999096497893, "loss_rpn_loc": 0.004608840914443135, "lr": 0.001, "rank_data_time": 0.0075372440001046925, "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": 0.5108231565000096, "total_loss": 0.06567782608908601} {"data_time": 0.008600989000115078, "eta_seconds": 5508.102590799117, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0828698553948832, "fast_rcnn/fg_cls_accuracy": 0.9171301446051168, "iteration": 4039, "loss_box_reg": 0.04040694609284401, "loss_cls": 0.021046792156994343, "loss_rpn_cls": 0.003944667987525463, "loss_rpn_loc": 0.00473953946493566, "lr": 0.001, "rank_data_time": 0.008600989000115078, "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": 0.5051236640001662, "total_loss": 0.0745552082080394} {"data_time": 0.007785403500065513, "eta_seconds": 5496.980304577487, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 4059, "loss_box_reg": 0.0472081545740366, "loss_cls": 0.023468966595828533, "loss_rpn_cls": 0.0024721124209463596, "loss_rpn_loc": 0.004194562789052725, "lr": 0.001, "rank_data_time": 0.007785403500065513, "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": 0.4992639275001238, "total_loss": 0.07342745317146182} {"data_time": 0.008894134000001941, "eta_seconds": 5487.3794648394505, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10380747126436782, "fast_rcnn/fg_cls_accuracy": 0.8961925287356323, "iteration": 4079, "loss_box_reg": 0.04575055092573166, "loss_cls": 0.02436153870075941, "loss_rpn_cls": 0.003194664604961872, "loss_rpn_loc": 0.004462104523554444, "lr": 0.001, "rank_data_time": 0.008894134000001941, "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": 0.5044630174998019, "total_loss": 0.07597443950362504} {"data_time": 0.011401905999946393, "eta_seconds": 5477.948744499122, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05827702702702703, "fast_rcnn/fg_cls_accuracy": 0.941722972972973, "iteration": 4099, "loss_box_reg": 0.03752816468477249, "loss_cls": 0.01819868665188551, "loss_rpn_cls": 0.0032161452108994126, "loss_rpn_loc": 0.003565913299098611, "lr": 0.001, "rank_data_time": 0.011401905999946393, "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": 0.5130783565000456, "total_loss": 0.06274031125940382} {"data_time": 0.01604712950006615, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14370485036119712, "fast_rcnn/fg_cls_accuracy": 0.8562951496388029, "iteration": 4117, "loss_box_reg": 0.05808054655790329, "loss_cls": 0.0280594602227211, "loss_rpn_cls": 0.0037424396723508835, "loss_rpn_loc": 0.004472504369914532, "lr": 0.001, "rank_data_time": 0.01604712950006615, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5084729660002267, "total_loss": 0.09600832755677402} {"eta_seconds": 5469.848314807256, "iteration": 4118} {"data_time": 0.011517401999981303, "eta_seconds": 6652.5852237582285, "fast_rcnn/cls_accuracy": 0.10009765625, "fast_rcnn/false_negative": 0.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.0002288994292030111, "loss_cls": 2.140650987625122, "loss_rpn_cls": 0.6864744126796722, "loss_rpn_loc": 0.008518797345459461, "lr": 1.9981e-05, "rank_data_time": 0.011517401999981303, "roi_head/num_bg_samples": 510.5, "roi_head/num_fg_samples": 1.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.44409781199988174, "total_loss": 2.8483817964297486} {"data_time": 0.008802925500276615, "eta_seconds": 6662.016918039226, "fast_rcnn/cls_accuracy": 0.99609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.0051126135513186455, "loss_cls": 0.16797643154859543, "loss_rpn_cls": 0.6326882541179657, "loss_rpn_loc": 0.006726155523210764, "lr": 3.9961e-05, "rank_data_time": 0.008802925500276615, "roi_head/num_bg_samples": 510.0, "roi_head/num_fg_samples": 2.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.45244004649998715, "total_loss": 0.8053476944078284} {"data_time": 0.008611055999836026, "eta_seconds": 6683.420212465649, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.023033902049064636, "loss_cls": 0.09676838666200638, "loss_rpn_cls": 0.5283655822277069, "loss_rpn_loc": 0.008870561141520739, "lr": 5.9940999999999994e-05, "rank_data_time": 0.008611055999836026, "roi_head/num_bg_samples": 508.5, "roi_head/num_fg_samples": 3.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.44749049849974654, "total_loss": 0.6724619644228369} {"data_time": 0.009652396999854318, "eta_seconds": 6741.434396177083, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.04645656980574131, "loss_cls": 0.1079341508448124, "loss_rpn_cls": 0.39173632860183716, "loss_rpn_loc": 0.010304417926818132, "lr": 7.992100000000001e-05, "rank_data_time": 0.009652396999854318, "roi_head/num_bg_samples": 505.5, "roi_head/num_fg_samples": 6.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.45853262749983514, "total_loss": 0.5704817748628557} {"data_time": 0.011090832500030956, "eta_seconds": 6776.50569599848, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.06032400019466877, "loss_cls": 0.09481726214289665, "loss_rpn_cls": 0.25956742465496063, "loss_rpn_loc": 0.00701515655964613, "lr": 9.9901e-05, "rank_data_time": 0.011090832500030956, "roi_head/num_bg_samples": 504.0, "roi_head/num_fg_samples": 8.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.46997236499987594, "total_loss": 0.4323513051494956} {"data_time": 0.011470049999843468, "eta_seconds": 6809.690297763991, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.05711468495428562, "loss_cls": 0.09154344350099564, "loss_rpn_cls": 0.17195799201726913, "loss_rpn_loc": 0.009544297121465206, "lr": 0.00011988100000000001, "rank_data_time": 0.011470049999843468, "roi_head/num_bg_samples": 504.75, "roi_head/num_fg_samples": 7.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4652149839998856, "total_loss": 0.32994620967656374} {"data_time": 0.00943279849980172, "eta_seconds": 6839.067536419775, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.06857964023947716, "loss_cls": 0.08966126665472984, "loss_rpn_cls": 0.11809486895799637, "loss_rpn_loc": 0.007613232592120767, "lr": 0.000139861, "rank_data_time": 0.00943279849980172, "roi_head/num_bg_samples": 502.5, "roi_head/num_fg_samples": 9.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4705637024999305, "total_loss": 0.28594213840551674} {"data_time": 0.008995424499971705, "eta_seconds": 6862.311167597991, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.07304485142230988, "loss_cls": 0.10487034544348717, "loss_rpn_cls": 0.09961055591702461, "loss_rpn_loc": 0.015127932652831078, "lr": 0.000159841, "rank_data_time": 0.008995424499971705, "roi_head/num_bg_samples": 501.75, "roi_head/num_fg_samples": 10.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.47656784449986844, "total_loss": 0.29492970183491707} {"data_time": 0.00977651500011234, "eta_seconds": 6887.717954131808, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.08633024618029594, "loss_cls": 0.10632219910621643, "loss_rpn_cls": 0.0767734907567501, "loss_rpn_loc": 0.010674289427697659, "lr": 0.000179821, "rank_data_time": 0.00977651500011234, "roi_head/num_bg_samples": 500.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48489619350016255, "total_loss": 0.28386530722491443} {"data_time": 0.009099282000079256, "eta_seconds": 6924.790122602008, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.08751032128930092, "loss_cls": 0.104653500020504, "loss_rpn_cls": 0.06604206934571266, "loss_rpn_loc": 0.009261506143957376, "lr": 0.000199801, "rank_data_time": 0.009099282000079256, "roi_head/num_bg_samples": 500.25, "roi_head/num_fg_samples": 11.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4872970005001207, "total_loss": 0.26884322287514806} {"data_time": 0.00897333850002724, "eta_seconds": 6941.8576226929645, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.08789586648344994, "loss_cls": 0.11330986395478249, "loss_rpn_cls": 0.057093190029263496, "loss_rpn_loc": 0.007612570188939571, "lr": 0.000219781, "rank_data_time": 0.00897333850002724, "roi_head/num_bg_samples": 500.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4813077339999836, "total_loss": 0.2761560846120119} {"data_time": 0.008516815500115626, "eta_seconds": 6945.520248898974, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.104217030107975, "loss_cls": 0.12494059652090073, "loss_rpn_cls": 0.04830733872950077, "loss_rpn_loc": 0.007472186582162976, "lr": 0.00023976100000000004, "rank_data_time": 0.008516815500115626, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4841246425000918, "total_loss": 0.2859325285535306} {"data_time": 0.007700462000002517, "eta_seconds": 6951.7465081882665, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 259, "loss_box_reg": 0.10834474489092827, "loss_cls": 0.1382165402173996, "loss_rpn_cls": 0.044096268713474274, "loss_rpn_loc": 0.00915834540501237, "lr": 0.000259741, "rank_data_time": 0.007700462000002517, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4785917784997764, "total_loss": 0.31279439153149724} {"data_time": 0.00925810800004001, "eta_seconds": 6976.703631039563, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.0922664999961853, "loss_cls": 0.11349349096417427, "loss_rpn_cls": 0.03978234529495239, "loss_rpn_loc": 0.007779537001624703, "lr": 0.00027972100000000003, "rank_data_time": 0.00925810800004001, "roi_head/num_bg_samples": 499.75, "roi_head/num_fg_samples": 12.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4853367344999242, "total_loss": 0.25531245907768607} {"data_time": 0.008983295000007274, "eta_seconds": 6982.440538499122, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.09528224170207977, "loss_cls": 0.11514900624752045, "loss_rpn_cls": 0.03776367008686066, "loss_rpn_loc": 0.009350328706204891, "lr": 0.00029970100000000004, "rank_data_time": 0.008983295000007274, "roi_head/num_bg_samples": 499.75, "roi_head/num_fg_samples": 12.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48480964350005706, "total_loss": 0.2646938122343272} {"data_time": 0.00972854349993213, "eta_seconds": 6991.793981920127, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.10635412111878395, "loss_cls": 0.13016179203987122, "loss_rpn_cls": 0.039365267381072044, "loss_rpn_loc": 0.00947595527395606, "lr": 0.000319681, "rank_data_time": 0.00972854349993213, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48783709300005285, "total_loss": 0.2829127211589366} {"data_time": 0.008323688000018592, "eta_seconds": 6995.953428400362, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.09767991304397583, "loss_cls": 0.12425828725099564, "loss_rpn_cls": 0.032947978004813194, "loss_rpn_loc": 0.007258185651153326, "lr": 0.000339661, "rank_data_time": 0.008323688000018592, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4841639614999167, "total_loss": 0.2875487953424454} {"data_time": 0.007680540499904964, "eta_seconds": 6999.63611543737, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.11123828589916229, "loss_cls": 0.13154634833335876, "loss_rpn_cls": 0.03446696326136589, "loss_rpn_loc": 0.008341427892446518, "lr": 0.00035964100000000006, "rank_data_time": 0.007680540499904964, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48842532550020223, "total_loss": 0.2943336258176714} {"data_time": 0.014076596499990046, "eta_seconds": 7006.994154919389, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.09934727475047112, "loss_cls": 0.12654181197285652, "loss_rpn_cls": 0.03159574046730995, "loss_rpn_loc": 0.0075609078630805016, "lr": 0.000379621, "rank_data_time": 0.014076596499990046, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5085100740000144, "total_loss": 0.2745904823532328} {"data_time": 0.008668794999721285, "eta_seconds": 7020.55390490068, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 399, "loss_box_reg": 0.1009981743991375, "loss_cls": 0.11757349595427513, "loss_rpn_cls": 0.027383397333323956, "loss_rpn_loc": 0.006850442616268992, "lr": 0.00039960099999999997, "rank_data_time": 0.008668794999721285, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5045691170000737, "total_loss": 0.2558161956258118} {"data_time": 0.00776864450017456, "eta_seconds": 7029.396350996017, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 419, "loss_box_reg": 0.10279479622840881, "loss_cls": 0.13266883045434952, "loss_rpn_cls": 0.02800773736089468, "loss_rpn_loc": 0.007801467087119818, "lr": 0.00041958100000000003, "rank_data_time": 0.00776864450017456, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5115211545003149, "total_loss": 0.2603058940730989} {"data_time": 0.008702911999989738, "eta_seconds": 7027.926410959844, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 439, "loss_box_reg": 0.10625625774264336, "loss_cls": 0.11242140829563141, "loss_rpn_cls": 0.02627040632069111, "loss_rpn_loc": 0.006497637834399939, "lr": 0.000439561, "rank_data_time": 0.008702911999989738, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5060142395000184, "total_loss": 0.25379018392413855} {"data_time": 0.008918212500020672, "eta_seconds": 7024.703402553532, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 459, "loss_box_reg": 0.09112571179866791, "loss_cls": 0.11823943629860878, "loss_rpn_cls": 0.025673511438071728, "loss_rpn_loc": 0.006712039466947317, "lr": 0.000459541, "rank_data_time": 0.008918212500020672, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5063252229999762, "total_loss": 0.2527874633669853} {"data_time": 0.00738554200006547, "eta_seconds": 7022.114150041452, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 479, "loss_box_reg": 0.09883934259414673, "loss_cls": 0.108909010887146, "loss_rpn_cls": 0.0249338299036026, "loss_rpn_loc": 0.006802908610552549, "lr": 0.00047952100000000006, "rank_data_time": 0.00738554200006547, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4926737119999416, "total_loss": 0.24083902826532722} {"data_time": 0.007884336999950392, "eta_seconds": 7019.807707747191, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 499, "loss_box_reg": 0.09662821888923645, "loss_cls": 0.10689574107527733, "loss_rpn_cls": 0.02335609495639801, "loss_rpn_loc": 0.007510373601689935, "lr": 0.000499501, "rank_data_time": 0.007884336999950392, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49121698099997957, "total_loss": 0.22998815635219216} {"data_time": 0.009651894000171524, "eta_seconds": 7025.487799320326, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 519, "loss_box_reg": 0.110386922955513, "loss_cls": 0.1239529512822628, "loss_rpn_cls": 0.024863654747605324, "loss_rpn_loc": 0.009468860924243927, "lr": 0.000519481, "rank_data_time": 0.009651894000171524, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49353414899997006, "total_loss": 0.27625108999200165} {"data_time": 0.008337585499930356, "eta_seconds": 7023.546598082321, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 539, "loss_box_reg": 0.11466159299015999, "loss_cls": 0.14124535769224167, "loss_rpn_cls": 0.03160599246621132, "loss_rpn_loc": 0.012296229600906372, "lr": 0.000539461, "rank_data_time": 0.008337585499930356, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49783186600006957, "total_loss": 0.29666893370449543} {"data_time": 0.007886679999955959, "eta_seconds": 7026.768288101721, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 559, "loss_box_reg": 0.09967291727662086, "loss_cls": 0.12314498052001, "loss_rpn_cls": 0.02233006525784731, "loss_rpn_loc": 0.0065812463872134686, "lr": 0.0005594409999999999, "rank_data_time": 0.007886679999955959, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49700785549998727, "total_loss": 0.26067453902214766} {"data_time": 0.007949946999815438, "eta_seconds": 7028.262879821455, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 579, "loss_box_reg": 0.0964273251593113, "loss_cls": 0.10546793416142464, "loss_rpn_cls": 0.020588599145412445, "loss_rpn_loc": 0.005031235748901963, "lr": 0.0005794210000000001, "rank_data_time": 0.007949946999815438, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.49714309450018845, "total_loss": 0.22832115122582763} {"data_time": 0.008680223499823114, "eta_seconds": 7026.607223999599, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 599, "loss_box_reg": 0.12428531423211098, "loss_cls": 0.15049495548009872, "loss_rpn_cls": 0.02691581007093191, "loss_rpn_loc": 0.008789767511188984, "lr": 0.000599401, "rank_data_time": 0.008680223499823114, "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": 0.504234972499944, "total_loss": 0.3099833014421165} {"data_time": 0.007914648000223679, "eta_seconds": 7021.91773787104, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 619, "loss_box_reg": 0.11629628762602806, "loss_cls": 0.10894076153635979, "loss_rpn_cls": 0.021661422215402126, "loss_rpn_loc": 0.006699019577354193, "lr": 0.000619381, "rank_data_time": 0.007914648000223679, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4974607355002263, "total_loss": 0.25955380918458104} {"data_time": 0.008153587000151674, "eta_seconds": 7018.916786160098, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 639, "loss_box_reg": 0.1303027644753456, "loss_cls": 0.15588634461164474, "loss_rpn_cls": 0.027907831594347954, "loss_rpn_loc": 0.011430236510932446, "lr": 0.000639361, "rank_data_time": 0.008153587000151674, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5019738559999496, "total_loss": 0.3294075122103095} {"data_time": 0.008272266999938438, "eta_seconds": 7017.050363039448, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 659, "loss_box_reg": 0.10437335819005966, "loss_cls": 0.10748542845249176, "loss_rpn_cls": 0.019997019320726395, "loss_rpn_loc": 0.006569872377440333, "lr": 0.000659341, "rank_data_time": 0.008272266999938438, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5110549579999315, "total_loss": 0.2556846681982279} {"data_time": 0.009575208500109511, "eta_seconds": 7016.0265123610225, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 679, "loss_box_reg": 0.10076943412423134, "loss_cls": 0.10230709239840508, "loss_rpn_cls": 0.020752123557031155, "loss_rpn_loc": 0.0086000245064497, "lr": 0.000679321, "rank_data_time": 0.009575208500109511, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5081680210003015, "total_loss": 0.23087945580482483} {"data_time": 0.008144608999828051, "eta_seconds": 7015.549619650619, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 699, "loss_box_reg": 0.11994850635528564, "loss_cls": 0.1330653578042984, "loss_rpn_cls": 0.02300342358648777, "loss_rpn_loc": 0.00960502028465271, "lr": 0.000699301, "rank_data_time": 0.008144608999828051, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4971591530002115, "total_loss": 0.2760632117278874} {"data_time": 0.008095971500551968, "eta_seconds": 7011.901538459842, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 719, "loss_box_reg": 0.10125038772821426, "loss_cls": 0.12005540356040001, "loss_rpn_cls": 0.018980082124471664, "loss_rpn_loc": 0.008820089511573315, "lr": 0.0007192810000000001, "rank_data_time": 0.008095971500551968, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49653382800033796, "total_loss": 0.2537178583443165} {"data_time": 0.007989328499661497, "eta_seconds": 7004.179542360243, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 739, "loss_box_reg": 0.12051679566502571, "loss_cls": 0.12517770007252693, "loss_rpn_cls": 0.029682314954698086, "loss_rpn_loc": 0.01350978808477521, "lr": 0.000739261, "rank_data_time": 0.007989328499661497, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.4950758944996778, "total_loss": 0.2877423691097647} {"data_time": 0.010463097500633012, "eta_seconds": 6998.422682078017, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 759, "loss_box_reg": 0.1079397164285183, "loss_cls": 0.09874577075242996, "loss_rpn_cls": 0.01917588897049427, "loss_rpn_loc": 0.007619695737957954, "lr": 0.000759241, "rank_data_time": 0.010463097500633012, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5033190195003954, "total_loss": 0.2302646767348051} {"data_time": 0.007947592499931488, "eta_seconds": 6998.142116971112, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.877995642701525, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 779, "loss_box_reg": 0.0989394336938858, "loss_cls": 0.09577326476573944, "loss_rpn_cls": 0.019615386612713337, "loss_rpn_loc": 0.007906679064035416, "lr": 0.0007792210000000001, "rank_data_time": 0.007947592499931488, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49788685600015015, "total_loss": 0.21710035856813192} {"data_time": 0.009246765000170853, "eta_seconds": 6992.304317402113, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.9272486772486772, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 799, "loss_box_reg": 0.09595542773604393, "loss_cls": 0.08777855709195137, "loss_rpn_cls": 0.01634596660733223, "loss_rpn_loc": 0.007101025432348251, "lr": 0.0007992009999999999, "rank_data_time": 0.009246765000170853, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49810953699989113, "total_loss": 0.2075289716012776} {"data_time": 0.009055356999851938, "eta_seconds": 6987.939584710739, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.9680952380952381, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 819, "loss_box_reg": 0.08694968372583389, "loss_cls": 0.0901816077530384, "loss_rpn_cls": 0.01728162821382284, "loss_rpn_loc": 0.008198136929422617, "lr": 0.0008191810000000001, "rank_data_time": 0.009055356999851938, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5100732465002693, "total_loss": 0.19656742876395583} {"data_time": 0.008823990500332002, "eta_seconds": 6982.863780602056, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.7916666666666666, "fast_rcnn/fg_cls_accuracy": 0.04257246376811594, "iteration": 839, "loss_box_reg": 0.1014643982052803, "loss_cls": 0.09390666335821152, "loss_rpn_cls": 0.01719848345965147, "loss_rpn_loc": 0.007617283146828413, "lr": 0.000839161, "rank_data_time": 0.008823990500332002, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5068461619998743, "total_loss": 0.2165317488834262} {"data_time": 0.008266788999662822, "eta_seconds": 6977.142952291051, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.9443877551020408, "fast_rcnn/fg_cls_accuracy": 0.03518518518518518, "iteration": 859, "loss_box_reg": 0.10750207677483559, "loss_cls": 0.10755717009305954, "loss_rpn_cls": 0.01976965181529522, "loss_rpn_loc": 0.011160329449921846, "lr": 0.0008591409999999999, "rank_data_time": 0.008266788999662822, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4984334230002787, "total_loss": 0.25022794329561293} {"data_time": 0.009275355000227137, "eta_seconds": 6973.278327620346, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.8844444444444444, "fast_rcnn/fg_cls_accuracy": 0.020833333333333332, "iteration": 879, "loss_box_reg": 0.1020626612007618, "loss_cls": 0.1006750799715519, "loss_rpn_cls": 0.015307257883250713, "loss_rpn_loc": 0.008935670834034681, "lr": 0.0008791210000000001, "rank_data_time": 0.009275355000227137, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5036342090002108, "total_loss": 0.23529008869081736} {"data_time": 0.009193802000027063, "eta_seconds": 6966.9396918022585, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.975, "fast_rcnn/fg_cls_accuracy": 0.020545073375262055, "iteration": 899, "loss_box_reg": 0.11103098839521408, "loss_cls": 0.10112568736076355, "loss_rpn_cls": 0.021887187846004963, "loss_rpn_loc": 0.013558382634073496, "lr": 0.000899101, "rank_data_time": 0.009193802000027063, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5038277804997051, "total_loss": 0.25796850118786097} {"data_time": 0.007871667000017624, "eta_seconds": 6958.5933894405025, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.78, "fast_rcnn/fg_cls_accuracy": 0.05851851851851852, "iteration": 919, "loss_box_reg": 0.09656024724245071, "loss_cls": 0.08913242444396019, "loss_rpn_cls": 0.015004369430243969, "loss_rpn_loc": 0.008234096225351095, "lr": 0.000919081, "rank_data_time": 0.007871667000017624, "roi_head/num_bg_samples": 498.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5004667324997172, "total_loss": 0.2117724595591426} {"data_time": 0.008158786500189308, "eta_seconds": 6949.374757799615, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.7596153846153846, "fast_rcnn/fg_cls_accuracy": 0.1967741935483871, "iteration": 939, "loss_box_reg": 0.11391354724764824, "loss_cls": 0.10486488416790962, "loss_rpn_cls": 0.011330131907016039, "loss_rpn_loc": 0.007932563545182347, "lr": 0.000939061, "rank_data_time": 0.008158786500189308, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.499304369499896, "total_loss": 0.2369191530160606} {"data_time": 0.008145229499859852, "eta_seconds": 6942.765054412284, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.7783801020408163, "fast_rcnn/fg_cls_accuracy": 0.15740740740740738, "iteration": 959, "loss_box_reg": 0.10483323782682419, "loss_cls": 0.10107369720935822, "loss_rpn_cls": 0.014074644539505243, "loss_rpn_loc": 0.00808858429081738, "lr": 0.000959041, "rank_data_time": 0.008145229499859852, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5003501084997879, "total_loss": 0.2345041986554861} {"data_time": 0.009761885000443726, "eta_seconds": 6939.947177300032, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.8397435897435898, "fast_rcnn/fg_cls_accuracy": 0.09846153846153846, "iteration": 979, "loss_box_reg": 0.11190951243042946, "loss_cls": 0.08738208189606667, "loss_rpn_cls": 0.010641873348504305, "loss_rpn_loc": 0.007216280559077859, "lr": 0.000979021, "rank_data_time": 0.009761885000443726, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5071923870000319, "total_loss": 0.19976396253332496} {"data_time": 0.008064078000188601, "eta_seconds": 6935.022443996331, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.781439393939394, "fast_rcnn/fg_cls_accuracy": 0.18333333333333335, "iteration": 999, "loss_box_reg": 0.09853584319353104, "loss_cls": 0.09012587368488312, "loss_rpn_cls": 0.011232126504182816, "loss_rpn_loc": 0.007585265673696995, "lr": 0.0009990010000000002, "rank_data_time": 0.008064078000188601, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5028111814999647, "total_loss": 0.20014524040743709} {"data_time": 0.008447762000287184, "eta_seconds": 6938.298786541973, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.7036585365853658, "fast_rcnn/fg_cls_accuracy": 0.26296296296296295, "iteration": 1019, "loss_box_reg": 0.09600372612476349, "loss_cls": 0.07190177217125893, "loss_rpn_cls": 0.011210359167307615, "loss_rpn_loc": 0.009107411373406649, "lr": 0.001, "rank_data_time": 0.008447762000287184, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5019775235005, "total_loss": 0.1807723045349121} {"data_time": 0.008908480999707535, "eta_seconds": 6934.370539448073, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.7126984126984127, "fast_rcnn/fg_cls_accuracy": 0.24242424242424243, "iteration": 1039, "loss_box_reg": 0.10112980008125305, "loss_cls": 0.08176916092634201, "loss_rpn_cls": 0.01382791856303811, "loss_rpn_loc": 0.0106806680560112, "lr": 0.001, "rank_data_time": 0.008908480999707535, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4996865755001636, "total_loss": 0.19605823373422027} {"data_time": 0.009332629500022449, "eta_seconds": 6935.915020230805, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.6996779388083736, "fast_rcnn/fg_cls_accuracy": 0.17795844625112917, "iteration": 1059, "loss_box_reg": 0.09632416814565659, "loss_cls": 0.08240915089845657, "loss_rpn_cls": 0.010495422873646021, "loss_rpn_loc": 0.00924763549119234, "lr": 0.001, "rank_data_time": 0.009332629500022449, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5114993464999316, "total_loss": 0.19255289901047945} {"data_time": 0.008737675500469777, "eta_seconds": 6930.980593193599, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6166666666666667, "fast_rcnn/fg_cls_accuracy": 0.3245073891625616, "iteration": 1079, "loss_box_reg": 0.09775850549340248, "loss_cls": 0.09028321877121925, "loss_rpn_cls": 0.011055586393922567, "loss_rpn_loc": 0.00871682120487094, "lr": 0.001, "rank_data_time": 0.008737675500469777, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49855107050007064, "total_loss": 0.2075799717567861} {"data_time": 0.008845834499879857, "eta_seconds": 6927.667975052191, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.6369047619047619, "fast_rcnn/fg_cls_accuracy": 0.26794871794871794, "iteration": 1099, "loss_box_reg": 0.109270840883255, "loss_cls": 0.08466212078928947, "loss_rpn_cls": 0.012619332876056433, "loss_rpn_loc": 0.010120123159140348, "lr": 0.001, "rank_data_time": 0.008845834499879857, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5046749359999012, "total_loss": 0.21437634737230837} {"data_time": 0.009957819000192103, "eta_seconds": 6927.326331619224, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6277777777777778, "fast_rcnn/fg_cls_accuracy": 0.3446236559139785, "iteration": 1119, "loss_box_reg": 0.10034076869487762, "loss_cls": 0.08000947907567024, "loss_rpn_cls": 0.012337484396994114, "loss_rpn_loc": 0.007133897859603167, "lr": 0.001, "rank_data_time": 0.009957819000192103, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5119685415002095, "total_loss": 0.20058913179673254} {"data_time": 0.008134661500207585, "eta_seconds": 6921.6945890435545, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.7328703703703703, "fast_rcnn/fg_cls_accuracy": 0.25462962962962965, "iteration": 1139, "loss_box_reg": 0.10076972842216492, "loss_cls": 0.09323897585272789, "loss_rpn_cls": 0.011094080284237862, "loss_rpn_loc": 0.010480363853275776, "lr": 0.001, "rank_data_time": 0.008134661500207585, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.509886136499972, "total_loss": 0.21495698695071042} {"data_time": 0.007266930500463786, "eta_seconds": 6915.908183243391, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.6299810246679317, "fast_rcnn/fg_cls_accuracy": 0.29551820728291317, "iteration": 1159, "loss_box_reg": 0.0896657221019268, "loss_cls": 0.06887879595160484, "loss_rpn_cls": 0.01393833663314581, "loss_rpn_loc": 0.007078677881509066, "lr": 0.001, "rank_data_time": 0.007266930500463786, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5014172849996612, "total_loss": 0.19484827760607004} {"data_time": 0.008122172500407032, "eta_seconds": 6907.462447610355, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6510869565217392, "fast_rcnn/fg_cls_accuracy": 0.17028985507246375, "iteration": 1179, "loss_box_reg": 0.12273523211479187, "loss_cls": 0.09561311081051826, "loss_rpn_cls": 0.015302143059670925, "loss_rpn_loc": 0.009758403524756432, "lr": 0.001, "rank_data_time": 0.008122172500407032, "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": 0.5057343680000486, "total_loss": 0.23920437134802341} {"data_time": 0.01051868700005798, "eta_seconds": 6901.164664802036, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6356421356421356, "fast_rcnn/fg_cls_accuracy": 0.3643578643578643, "iteration": 1199, "loss_box_reg": 0.10890474170446396, "loss_cls": 0.09496409818530083, "loss_rpn_cls": 0.009023644495755434, "loss_rpn_loc": 0.009800732135772705, "lr": 0.001, "rank_data_time": 0.01051868700005798, "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": 0.5028553889997056, "total_loss": 0.2238052284810692} {"data_time": 0.008329997499913588, "eta_seconds": 6892.826946327859, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6653726708074534, "fast_rcnn/fg_cls_accuracy": 0.33462732919254656, "iteration": 1219, "loss_box_reg": 0.11552198231220245, "loss_cls": 0.08740473166108131, "loss_rpn_cls": 0.01481663016602397, "loss_rpn_loc": 0.011677515227347612, "lr": 0.001, "rank_data_time": 0.008329997499913588, "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": 0.49984527149990754, "total_loss": 0.21173739002551883} {"data_time": 0.008467378000204917, "eta_seconds": 6884.741792319837, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.7001488095238095, "fast_rcnn/fg_cls_accuracy": 0.2848158131176999, "iteration": 1239, "loss_box_reg": 0.09622153639793396, "loss_cls": 0.07748691737651825, "loss_rpn_cls": 0.010355649050325155, "loss_rpn_loc": 0.00989535916596651, "lr": 0.001, "rank_data_time": 0.008467378000204917, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5036016209996887, "total_loss": 0.20118160312995315} {"data_time": 0.009305339499405818, "eta_seconds": 6879.926937028276, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6225071225071226, "fast_rcnn/fg_cls_accuracy": 0.33392857142857146, "iteration": 1259, "loss_box_reg": 0.09324778243899345, "loss_cls": 0.08063266053795815, "loss_rpn_cls": 0.012213160283863544, "loss_rpn_loc": 0.010528802871704102, "lr": 0.001, "rank_data_time": 0.009305339499405818, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5022033995001038, "total_loss": 0.19946306478232145} {"data_time": 0.007189325500348787, "eta_seconds": 6875.642885440848, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.6747967479674797, "fast_rcnn/fg_cls_accuracy": 0.2980714690867839, "iteration": 1279, "loss_box_reg": 0.0845908559858799, "loss_cls": 0.0786561630666256, "loss_rpn_cls": 0.0077819733414798975, "loss_rpn_loc": 0.005781773943454027, "lr": 0.001, "rank_data_time": 0.007189325500348787, "roi_head/num_bg_samples": 498.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5029752290001852, "total_loss": 0.17586382338777184} {"data_time": 0.01082531400015796, "eta_seconds": 6873.194237000735, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5155728587319244, "fast_rcnn/fg_cls_accuracy": 0.3831908831908832, "iteration": 1299, "loss_box_reg": 0.10330653190612793, "loss_cls": 0.09521093964576721, "loss_rpn_cls": 0.009921724442392588, "loss_rpn_loc": 0.010691264178603888, "lr": 0.001, "rank_data_time": 0.01082531400015796, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5126374830001623, "total_loss": 0.21756192145403475} {"data_time": 0.007801749999998719, "eta_seconds": 6865.105638595251, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.6619047619047619, "fast_rcnn/fg_cls_accuracy": 0.3380952380952381, "iteration": 1319, "loss_box_reg": 0.13849741220474243, "loss_cls": 0.10497729107737541, "loss_rpn_cls": 0.013412799686193466, "loss_rpn_loc": 0.013756654225289822, "lr": 0.001, "rank_data_time": 0.007801749999998719, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5012760419999722, "total_loss": 0.2878016154281795} {"data_time": 0.00997615699952803, "eta_seconds": 6858.16001487191, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6188769414575865, "fast_rcnn/fg_cls_accuracy": 0.38112305854241335, "iteration": 1339, "loss_box_reg": 0.09559927135705948, "loss_cls": 0.09627536311745644, "loss_rpn_cls": 0.011891574133187532, "loss_rpn_loc": 0.010135227348655462, "lr": 0.001, "rank_data_time": 0.00997615699952803, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.501427267499821, "total_loss": 0.2175544009078294} {"data_time": 0.009852389999650768, "eta_seconds": 6850.203092914799, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5835303388494878, "fast_rcnn/fg_cls_accuracy": 0.4074074074074074, "iteration": 1359, "loss_box_reg": 0.10480254888534546, "loss_cls": 0.09435594081878662, "loss_rpn_cls": 0.009302517864853144, "loss_rpn_loc": 0.007293101632967591, "lr": 0.001, "rank_data_time": 0.009852389999650768, "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": 0.5043419444996289, "total_loss": 0.20654226862825453} {"data_time": 0.00982346000000689, "eta_seconds": 6840.836388235175, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5305555555555556, "fast_rcnn/fg_cls_accuracy": 0.43645833333333334, "iteration": 1379, "loss_box_reg": 0.11608244478702545, "loss_cls": 0.09100370854139328, "loss_rpn_cls": 0.012029555160552263, "loss_rpn_loc": 0.009059335570782423, "lr": 0.001, "rank_data_time": 0.00982346000000689, "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": 0.509917829999722, "total_loss": 0.24058086844161153} {"data_time": 0.00744160100020963, "eta_seconds": 6828.574572399521, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4857142857142857, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 1399, "loss_box_reg": 0.09377400577068329, "loss_cls": 0.07630595564842224, "loss_rpn_cls": 0.00987348984926939, "loss_rpn_loc": 0.008823068346828222, "lr": 0.001, "rank_data_time": 0.00744160100020963, "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": 0.49617981450001025, "total_loss": 0.1863000348675996} {"data_time": 0.008907880000606383, "eta_seconds": 6817.819947258431, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.577262044653349, "fast_rcnn/fg_cls_accuracy": 0.40039929015084297, "iteration": 1419, "loss_box_reg": 0.1135355532169342, "loss_cls": 0.06320418417453766, "loss_rpn_cls": 0.010595100000500679, "loss_rpn_loc": 0.012087809853255749, "lr": 0.001, "rank_data_time": 0.008907880000606383, "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": 0.5063640779999332, "total_loss": 0.20242402981966734} {"data_time": 0.01085558549993948, "eta_seconds": 6807.778975318433, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5874065554916619, "fast_rcnn/fg_cls_accuracy": 0.4125934445083381, "iteration": 1439, "loss_box_reg": 0.11799347400665283, "loss_cls": 0.07957803830504417, "loss_rpn_cls": 0.008881458081305027, "loss_rpn_loc": 0.013632068410515785, "lr": 0.001, "rank_data_time": 0.01085558549993948, "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": 0.5030163904998517, "total_loss": 0.2489536846987903} {"data_time": 0.007716951499787683, "eta_seconds": 6795.773329070994, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 1459, "loss_box_reg": 0.08217127621173859, "loss_cls": 0.05634010396897793, "loss_rpn_cls": 0.007277758093550801, "loss_rpn_loc": 0.00753936218097806, "lr": 0.001, "rank_data_time": 0.007716951499787683, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4986931969997386, "total_loss": 0.15539314842317253} {"data_time": 0.009491865499512642, "eta_seconds": 6787.87140564189, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.6344663088849136, "fast_rcnn/fg_cls_accuracy": 0.35409035409035405, "iteration": 1479, "loss_box_reg": 0.09696688503026962, "loss_cls": 0.08801072835922241, "loss_rpn_cls": 0.009383705910295248, "loss_rpn_loc": 0.011958216316998005, "lr": 0.001, "rank_data_time": 0.009491865499512642, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4997781270003543, "total_loss": 0.2108838432468474} {"data_time": 0.010596885999802907, "eta_seconds": 6780.918482998686, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.55, "fast_rcnn/fg_cls_accuracy": 0.42727272727272725, "iteration": 1499, "loss_box_reg": 0.08036021888256073, "loss_cls": 0.0868675634264946, "loss_rpn_cls": 0.013796225655823946, "loss_rpn_loc": 0.009951284620910883, "lr": 0.001, "rank_data_time": 0.010596885999802907, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5153786929995476, "total_loss": 0.21680839313194156} {"data_time": 0.008772375500029739, "eta_seconds": 6771.590838312786, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.49243697478991594, "fast_rcnn/fg_cls_accuracy": 0.507563025210084, "iteration": 1519, "loss_box_reg": 0.09549393504858017, "loss_cls": 0.06140673719346523, "loss_rpn_cls": 0.01418602466583252, "loss_rpn_loc": 0.008213930297642946, "lr": 0.001, "rank_data_time": 0.008772375500029739, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49958786749994033, "total_loss": 0.17097853403538465} {"data_time": 0.007731987000170193, "eta_seconds": 6761.217542445747, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46640316205533594, "fast_rcnn/fg_cls_accuracy": 0.48913043478260865, "iteration": 1539, "loss_box_reg": 0.09497373178601265, "loss_cls": 0.06915324926376343, "loss_rpn_cls": 0.010248022619634867, "loss_rpn_loc": 0.01110296742990613, "lr": 0.001, "rank_data_time": 0.007731987000170193, "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": 0.4958040104997963, "total_loss": 0.17925117909908295} {"data_time": 0.0076981290003459435, "eta_seconds": 6751.800578875118, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6509287925696594, "fast_rcnn/fg_cls_accuracy": 0.34907120743034054, "iteration": 1559, "loss_box_reg": 0.10232442989945412, "loss_cls": 0.06605392321944237, "loss_rpn_cls": 0.010239087045192719, "loss_rpn_loc": 0.008577964268624783, "lr": 0.001, "rank_data_time": 0.0076981290003459435, "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": 0.4988405075000628, "total_loss": 0.19749779719859362} {"data_time": 0.009051712499967834, "eta_seconds": 6741.949161742168, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.5022727272727273, "fast_rcnn/fg_cls_accuracy": 0.4977272727272727, "iteration": 1579, "loss_box_reg": 0.07917175814509392, "loss_cls": 0.05455115623772144, "loss_rpn_cls": 0.011297793593257666, "loss_rpn_loc": 0.0059137772768735886, "lr": 0.001, "rank_data_time": 0.009051712499967834, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4968338329999824, "total_loss": 0.150485894177109} {"data_time": 0.00954304150036478, "eta_seconds": 6730.689457198696, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5047058823529411, "fast_rcnn/fg_cls_accuracy": 0.4571428571428572, "iteration": 1599, "loss_box_reg": 0.08482005447149277, "loss_cls": 0.06274962425231934, "loss_rpn_cls": 0.00700660957954824, "loss_rpn_loc": 0.005532229319214821, "lr": 0.001, "rank_data_time": 0.00954304150036478, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4941790750003747, "total_loss": 0.17350706201978028} {"data_time": 0.008371847499802243, "eta_seconds": 6721.35648491284, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5539772727272727, "iteration": 1619, "loss_box_reg": 0.08384588733315468, "loss_cls": 0.06222970597445965, "loss_rpn_cls": 0.010206415317952633, "loss_rpn_loc": 0.010324477218091488, "lr": 0.001, "rank_data_time": 0.008371847499802243, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5023071509999681, "total_loss": 0.16187601548153907} {"data_time": 0.0072581004997118725, "eta_seconds": 6711.611289715147, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.43296853625170995, "fast_rcnn/fg_cls_accuracy": 0.5623255813953488, "iteration": 1639, "loss_box_reg": 0.09273410588502884, "loss_cls": 0.052599236369132996, "loss_rpn_cls": 0.009434039704501629, "loss_rpn_loc": 0.010093852411955595, "lr": 0.001, "rank_data_time": 0.0072581004997118725, "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": 0.501340027000424, "total_loss": 0.1529530166881159} {"data_time": 0.00964941300026112, "eta_seconds": 6700.272722125283, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.42358803986710963, "fast_rcnn/fg_cls_accuracy": 0.5764119601328903, "iteration": 1659, "loss_box_reg": 0.08438192307949066, "loss_cls": 0.04509462229907513, "loss_rpn_cls": 0.005426405463367701, "loss_rpn_loc": 0.008187347557395697, "lr": 0.001, "rank_data_time": 0.00964941300026112, "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": 0.5010102924998137, "total_loss": 0.14899429539218545} {"data_time": 0.008890316999895731, "eta_seconds": 6687.671780523015, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 1679, "loss_box_reg": 0.07930276915431023, "loss_cls": 0.06817358732223511, "loss_rpn_cls": 0.0055765078868716955, "loss_rpn_loc": 0.007402083370834589, "lr": 0.001, "rank_data_time": 0.008890316999895731, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5019501529995978, "total_loss": 0.16667892108671367} {"data_time": 0.00788909099992452, "eta_seconds": 6678.138131702508, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 1699, "loss_box_reg": 0.08809539675712585, "loss_cls": 0.06696904450654984, "loss_rpn_cls": 0.008135362528264523, "loss_rpn_loc": 0.008440351579338312, "lr": 0.001, "rank_data_time": 0.00788909099992452, "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": 0.49931277399991814, "total_loss": 0.16825339081697166} {"data_time": 0.009054286000264256, "eta_seconds": 6669.2677255952, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44320137693631667, "fast_rcnn/fg_cls_accuracy": 0.5567986230636832, "iteration": 1719, "loss_box_reg": 0.1354706585407257, "loss_cls": 0.08227353543043137, "loss_rpn_cls": 0.009694737382233143, "loss_rpn_loc": 0.010663630440831184, "lr": 0.001, "rank_data_time": 0.009054286000264256, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5036509609999484, "total_loss": 0.23423227469902486} {"data_time": 0.00787419049993332, "eta_seconds": 6659.948591791745, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.55, "fast_rcnn/fg_cls_accuracy": 0.4307692307692308, "iteration": 1739, "loss_box_reg": 0.12857748568058014, "loss_cls": 0.08938100561499596, "loss_rpn_cls": 0.009302203077822924, "loss_rpn_loc": 0.00763058103621006, "lr": 0.001, "rank_data_time": 0.00787419049993332, "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": 0.5028465699997469, "total_loss": 0.2476842578034848} {"data_time": 0.007775003499773447, "eta_seconds": 6649.6701515170935, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.5208333333333333, "fast_rcnn/fg_cls_accuracy": 0.4603174603174603, "iteration": 1759, "loss_box_reg": 0.1638139858841896, "loss_cls": 0.12123634666204453, "loss_rpn_cls": 0.01163849513977766, "loss_rpn_loc": 0.01358375046402216, "lr": 0.001, "rank_data_time": 0.007775003499773447, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.49636750049967304, "total_loss": 0.36380834551528096} {"data_time": 0.008297953500004951, "eta_seconds": 6639.707580785989, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 1779, "loss_box_reg": 0.07822836562991142, "loss_cls": 0.05367087386548519, "loss_rpn_cls": 0.010113244876265526, "loss_rpn_loc": 0.008610543329268694, "lr": 0.001, "rank_data_time": 0.008297953500004951, "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": 0.499875534000239, "total_loss": 0.1534135511610657} {"data_time": 0.010078332500143006, "eta_seconds": 6630.463930197766, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 1799, "loss_box_reg": 0.07461261749267578, "loss_cls": 0.05023302882909775, "loss_rpn_cls": 0.004883268149569631, "loss_rpn_loc": 0.005388108314946294, "lr": 0.001, "rank_data_time": 0.010078332500143006, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5004321745000198, "total_loss": 0.13864525861572474} {"data_time": 0.009765150499788433, "eta_seconds": 6619.767906471734, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 1819, "loss_box_reg": 0.08355404064059258, "loss_cls": 0.05842290446162224, "loss_rpn_cls": 0.0063852849416434765, "loss_rpn_loc": 0.0069833609741181135, "lr": 0.001, "rank_data_time": 0.009765150499788433, "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": 0.5043231390004621, "total_loss": 0.15161565924063325} {"data_time": 0.007940474500173877, "eta_seconds": 6610.574568779884, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.45138888888888884, "fast_rcnn/fg_cls_accuracy": 0.5486111111111112, "iteration": 1839, "loss_box_reg": 0.0795825831592083, "loss_cls": 0.057509396225214005, "loss_rpn_cls": 0.007342092460021377, "loss_rpn_loc": 0.006891820812597871, "lr": 0.001, "rank_data_time": 0.007940474500173877, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5070103265002217, "total_loss": 0.1495856554247439} {"data_time": 0.009008446500047285, "eta_seconds": 6600.2433393567935, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.45546218487394957, "fast_rcnn/fg_cls_accuracy": 0.5422619047619047, "iteration": 1859, "loss_box_reg": 0.08290021866559982, "loss_cls": 0.05684896372258663, "loss_rpn_cls": 0.007284963503479958, "loss_rpn_loc": 0.0069880736991763115, "lr": 0.001, "rank_data_time": 0.009008446500047285, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49630306700009896, "total_loss": 0.15581596130505204} {"data_time": 0.010036649500307249, "eta_seconds": 6591.043422235234, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3373745819397993, "fast_rcnn/fg_cls_accuracy": 0.6530100334448161, "iteration": 1879, "loss_box_reg": 0.0909467339515686, "loss_cls": 0.06000399589538574, "loss_rpn_cls": 0.00950115080922842, "loss_rpn_loc": 0.007287971442565322, "lr": 0.001, "rank_data_time": 0.010036649500307249, "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": 0.5180815130001974, "total_loss": 0.1725503079360351} {"data_time": 0.007484636500066699, "eta_seconds": 6580.548669446989, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5114737378888322, "fast_rcnn/fg_cls_accuracy": 0.4885262621111678, "iteration": 1899, "loss_box_reg": 0.107707180082798, "loss_cls": 0.08126223459839821, "loss_rpn_cls": 0.0067331972531974316, "loss_rpn_loc": 0.008673006668686867, "lr": 0.001, "rank_data_time": 0.007484636500066699, "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": 0.5001239510002051, "total_loss": 0.1933554649585858} {"data_time": 0.007574383999781276, "eta_seconds": 6570.653424713, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42424242424242425, "fast_rcnn/fg_cls_accuracy": 0.5757575757575758, "iteration": 1919, "loss_box_reg": 0.10050085186958313, "loss_cls": 0.06037755683064461, "loss_rpn_cls": 0.005891515174880624, "loss_rpn_loc": 0.006640828680247068, "lr": 0.001, "rank_data_time": 0.007574383999781276, "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": 0.5008067660000961, "total_loss": 0.17310595873277634} {"data_time": 0.009619538499919145, "eta_seconds": 6560.342239229885, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 1939, "loss_box_reg": 0.08715859800577164, "loss_cls": 0.07075635716319084, "loss_rpn_cls": 0.01160820759832859, "loss_rpn_loc": 0.009511212818324566, "lr": 0.001, "rank_data_time": 0.009619538499919145, "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": 0.4961493705004614, "total_loss": 0.19272355269640684} {"data_time": 0.009020064999731403, "eta_seconds": 6549.451707161716, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4964788732394366, "fast_rcnn/fg_cls_accuracy": 0.5035211267605634, "iteration": 1959, "loss_box_reg": 0.09305216372013092, "loss_cls": 0.0716313049197197, "loss_rpn_cls": 0.010488149709999561, "loss_rpn_loc": 0.008620548527687788, "lr": 0.001, "rank_data_time": 0.009020064999731403, "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": 0.49277436949978437, "total_loss": 0.18863887526094913} {"data_time": 0.00917633900007786, "eta_seconds": 6538.208331266751, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41058540497193263, "fast_rcnn/fg_cls_accuracy": 0.5894145950280674, "iteration": 1979, "loss_box_reg": 0.08903505280613899, "loss_cls": 0.058688122779130936, "loss_rpn_cls": 0.00839528813958168, "loss_rpn_loc": 0.0067173989955335855, "lr": 0.001, "rank_data_time": 0.00917633900007786, "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": 0.49656053949956913, "total_loss": 0.1537229634122923} {"data_time": 0.008552576000056433, "eta_seconds": 6528.165000496756, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 1999, "loss_box_reg": 0.08281479775905609, "loss_cls": 0.06581571698188782, "loss_rpn_cls": 0.006499843904748559, "loss_rpn_loc": 0.006749030435457826, "lr": 0.001, "rank_data_time": 0.008552576000056433, "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": 0.5008019900001273, "total_loss": 0.1572633165633306} {"data_time": 0.008097410499885882, "eta_seconds": 6516.857268455924, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3782467532467533, "fast_rcnn/fg_cls_accuracy": 0.6085043988269795, "iteration": 2019, "loss_box_reg": 0.0829918272793293, "loss_cls": 0.05207737348973751, "loss_rpn_cls": 0.0072699678130447865, "loss_rpn_loc": 0.007686384487897158, "lr": 0.001, "rank_data_time": 0.008097410499885882, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4980665035000129, "total_loss": 0.15003994875587523} {"data_time": 0.008136791499509854, "eta_seconds": 6506.912619358409, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 2039, "loss_box_reg": 0.08009542897343636, "loss_cls": 0.057675926014781, "loss_rpn_cls": 0.010424491483718157, "loss_rpn_loc": 0.006964026018977165, "lr": 0.001, "rank_data_time": 0.008136791499509854, "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": 0.4974885099995845, "total_loss": 0.14529839379247278} {"data_time": 0.00915689450039281, "eta_seconds": 6496.746468865249, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 2059, "loss_box_reg": 0.08882739394903183, "loss_cls": 0.06030739098787308, "loss_rpn_cls": 0.010411885567009449, "loss_rpn_loc": 0.008744116872549057, "lr": 0.001, "rank_data_time": 0.00915689450039281, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5094620579998264, "total_loss": 0.1623739458154887} {"data_time": 0.008293986499666062, "eta_seconds": 6487.334185082436, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.530791788856305, "fast_rcnn/fg_cls_accuracy": 0.46920821114369504, "iteration": 2079, "loss_box_reg": 0.08357102051377296, "loss_cls": 0.06013301946222782, "loss_rpn_cls": 0.009602293372154236, "loss_rpn_loc": 0.006662247935310006, "lr": 0.001, "rank_data_time": 0.008293986499666062, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5051189809996686, "total_loss": 0.15689050150103867} {"data_time": 0.010007301999849005, "eta_seconds": 6476.42690129851, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43202764976958524, "fast_rcnn/fg_cls_accuracy": 0.5679723502304148, "iteration": 2099, "loss_box_reg": 0.09868980199098587, "loss_cls": 0.06541112065315247, "loss_rpn_cls": 0.011930488515645266, "loss_rpn_loc": 0.0074580872897058725, "lr": 0.001, "rank_data_time": 0.010007301999849005, "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": 0.49871049249986754, "total_loss": 0.17875502537935972} {"data_time": 0.009636326999952871, "eta_seconds": 6463.662459797779, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.33697075512876473, "fast_rcnn/fg_cls_accuracy": 0.6630292448712353, "iteration": 2119, "loss_box_reg": 0.11894294619560242, "loss_cls": 0.07666296511888504, "loss_rpn_cls": 0.010038814041763544, "loss_rpn_loc": 0.007447236683219671, "lr": 0.001, "rank_data_time": 0.009636326999952871, "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": 0.5003265555001235, "total_loss": 0.21834831312298775} {"data_time": 0.008433900499767333, "eta_seconds": 6451.2935108376405, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 2139, "loss_box_reg": 0.08339978381991386, "loss_cls": 0.048563702031970024, "loss_rpn_cls": 0.007714560953900218, "loss_rpn_loc": 0.006525897420942783, "lr": 0.001, "rank_data_time": 0.008433900499767333, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5010099644996444, "total_loss": 0.15169883123598993} {"data_time": 0.010232660999918153, "eta_seconds": 6440.611044061097, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.43790849673202614, "fast_rcnn/fg_cls_accuracy": 0.5620915032679739, "iteration": 2159, "loss_box_reg": 0.07693897932767868, "loss_cls": 0.05168360099196434, "loss_rpn_cls": 0.004339257022365928, "loss_rpn_loc": 0.007113852305337787, "lr": 0.001, "rank_data_time": 0.010232660999918153, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5003952820002269, "total_loss": 0.13825164642184973} {"data_time": 0.0097855879994313, "eta_seconds": 6428.741590050877, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.33374384236453203, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 2179, "loss_box_reg": 0.07148311659693718, "loss_cls": 0.05038041993975639, "loss_rpn_cls": 0.0042241713963449, "loss_rpn_loc": 0.0055848658084869385, "lr": 0.001, "rank_data_time": 0.0097855879994313, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49625801000001957, "total_loss": 0.1300025397213176} {"data_time": 0.008805226500044228, "eta_seconds": 6417.41731200018, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35599078341013823, "fast_rcnn/fg_cls_accuracy": 0.6440092165898618, "iteration": 2199, "loss_box_reg": 0.07175548747181892, "loss_cls": 0.0559090431779623, "loss_rpn_cls": 0.005859123542904854, "loss_rpn_loc": 0.0074214935302734375, "lr": 0.001, "rank_data_time": 0.008805226500044228, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5036336190000839, "total_loss": 0.1539934603497386} {"data_time": 0.007811852000031649, "eta_seconds": 6403.348026266049, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.42358803986710963, "fast_rcnn/fg_cls_accuracy": 0.5764119601328903, "iteration": 2219, "loss_box_reg": 0.08870237320661545, "loss_cls": 0.05813046172261238, "loss_rpn_cls": 0.011983080767095089, "loss_rpn_loc": 0.008107503410428762, "lr": 0.001, "rank_data_time": 0.007811852000031649, "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": 0.4904368975003308, "total_loss": 0.1743223211960867} {"data_time": 0.007873087500229303, "eta_seconds": 6392.150371854295, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3771551724137931, "fast_rcnn/fg_cls_accuracy": 0.6142663962136579, "iteration": 2239, "loss_box_reg": 0.0719137154519558, "loss_cls": 0.04845226928591728, "loss_rpn_cls": 0.0066044575069099665, "loss_rpn_loc": 0.008074150886386633, "lr": 0.001, "rank_data_time": 0.007873087500229303, "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": 0.4913646505001452, "total_loss": 0.14172449079342186} {"data_time": 0.010625899999922694, "eta_seconds": 6382.658508588274, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6339013998782714, "iteration": 2259, "loss_box_reg": 0.06800217926502228, "loss_cls": 0.04642867110669613, "loss_rpn_cls": 0.005279494682326913, "loss_rpn_loc": 0.00632043881341815, "lr": 0.001, "rank_data_time": 0.010625899999922694, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5069585705000463, "total_loss": 0.1256643810775131} {"data_time": 0.008356105500297417, "eta_seconds": 6372.3713129967655, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4123263888888889, "fast_rcnn/fg_cls_accuracy": 0.5876736111111112, "iteration": 2279, "loss_box_reg": 0.07894548028707504, "loss_cls": 0.04845229908823967, "loss_rpn_cls": 0.008248183410614729, "loss_rpn_loc": 0.009165102615952492, "lr": 0.001, "rank_data_time": 0.008356105500297417, "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": 0.5016749709998294, "total_loss": 0.1499927812255919} {"data_time": 0.00827238949977982, "eta_seconds": 6357.678508903064, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3978354978354979, "fast_rcnn/fg_cls_accuracy": 0.6021645021645021, "iteration": 2299, "loss_box_reg": 0.09267451614141464, "loss_cls": 0.06903155520558357, "loss_rpn_cls": 0.008394314674660563, "loss_rpn_loc": 0.007186794886365533, "lr": 0.001, "rank_data_time": 0.00827238949977982, "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": 0.49876641549963097, "total_loss": 0.17026540776714683} {"data_time": 0.00867501450011332, "eta_seconds": 6349.341286261515, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4653846153846154, "fast_rcnn/fg_cls_accuracy": 0.5346153846153847, "iteration": 2319, "loss_box_reg": 0.09375693649053574, "loss_cls": 0.05361292511224747, "loss_rpn_cls": 0.006337958853691816, "loss_rpn_loc": 0.007484005764126778, "lr": 0.001, "rank_data_time": 0.00867501450011332, "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": 0.5027995985001326, "total_loss": 0.18180242669768631} {"data_time": 0.010303811500307347, "eta_seconds": 6335.052732602744, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34346642468239563, "fast_rcnn/fg_cls_accuracy": 0.6565335753176044, "iteration": 2339, "loss_box_reg": 0.0952678881585598, "loss_cls": 0.0572389867156744, "loss_rpn_cls": 0.0059709378983825445, "loss_rpn_loc": 0.009738356340676546, "lr": 0.001, "rank_data_time": 0.010303811500307347, "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": 0.49494728449963077, "total_loss": 0.1784141055541113} {"data_time": 0.009956407000117906, "eta_seconds": 6322.6202467267285, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6449579831932774, "iteration": 2359, "loss_box_reg": 0.08465554565191269, "loss_cls": 0.05584023520350456, "loss_rpn_cls": 0.009326133411377668, "loss_rpn_loc": 0.006835306063294411, "lr": 0.001, "rank_data_time": 0.009956407000117906, "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": 0.496087050999904, "total_loss": 0.1565476581454277} {"data_time": 0.0086639754999851, "eta_seconds": 6309.862057088249, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.6475155279503106, "iteration": 2379, "loss_box_reg": 0.1171906366944313, "loss_cls": 0.06524039059877396, "loss_rpn_cls": 0.006306760478764772, "loss_rpn_loc": 0.007976505905389786, "lr": 0.001, "rank_data_time": 0.0086639754999851, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4941776079999727, "total_loss": 0.2038460981566459} {"data_time": 0.009071776499695261, "eta_seconds": 6299.862275698251, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 2399, "loss_box_reg": 0.0727732814848423, "loss_cls": 0.044837359338998795, "loss_rpn_cls": 0.006397270364686847, "loss_rpn_loc": 0.006397891324013472, "lr": 0.001, "rank_data_time": 0.009071776499695261, "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": 0.49599508350002, "total_loss": 0.1359233952825889} {"data_time": 0.008201327999813657, "eta_seconds": 6286.125045495946, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30352564102564106, "fast_rcnn/fg_cls_accuracy": 0.6667682926829268, "iteration": 2419, "loss_box_reg": 0.08720188960433006, "loss_cls": 0.05001264810562134, "loss_rpn_cls": 0.006293242331594229, "loss_rpn_loc": 0.007641326868906617, "lr": 0.001, "rank_data_time": 0.008201327999813657, "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": 0.4900326194997433, "total_loss": 0.14226351620163769} {"data_time": 0.00940703449987268, "eta_seconds": 6272.65119423846, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 2439, "loss_box_reg": 0.08236317336559296, "loss_cls": 0.04764330014586449, "loss_rpn_cls": 0.00656129838898778, "loss_rpn_loc": 0.007546897744759917, "lr": 0.001, "rank_data_time": 0.00940703449987268, "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": 0.49310554900011994, "total_loss": 0.15106830385047942} {"data_time": 0.007727845000317757, "eta_seconds": 6262.662896158463, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.42121212121212126, "fast_rcnn/fg_cls_accuracy": 0.5674242424242424, "iteration": 2459, "loss_box_reg": 0.08463902771472931, "loss_cls": 0.05463920906186104, "loss_rpn_cls": 0.007489605341106653, "loss_rpn_loc": 0.00693986751139164, "lr": 0.001, "rank_data_time": 0.007727845000317757, "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": 0.49890556850050416, "total_loss": 0.15260898834094405} {"data_time": 0.010394069000085437, "eta_seconds": 6253.447689301338, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4192253188474256, "fast_rcnn/fg_cls_accuracy": 0.5807746811525744, "iteration": 2479, "loss_box_reg": 0.09918796271085739, "loss_cls": 0.06397103145718575, "loss_rpn_cls": 0.009563591564074159, "loss_rpn_loc": 0.010167947970330715, "lr": 0.001, "rank_data_time": 0.010394069000085437, "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": 0.5084552670000448, "total_loss": 0.18909124610945582} {"data_time": 0.009044198500305356, "eta_seconds": 6242.515550002281, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 2499, "loss_box_reg": 0.06815647333860397, "loss_cls": 0.041433053091168404, "loss_rpn_cls": 0.005921115167438984, "loss_rpn_loc": 0.005759797990322113, "lr": 0.001, "rank_data_time": 0.009044198500305356, "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": 0.49947110350012736, "total_loss": 0.11851366888731718} {"data_time": 0.007526329499796702, "eta_seconds": 6230.311320477922, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3570601851851852, "fast_rcnn/fg_cls_accuracy": 0.6429398148148149, "iteration": 2519, "loss_box_reg": 0.06537970528006554, "loss_cls": 0.04524189420044422, "loss_rpn_cls": 0.0048127982299774885, "loss_rpn_loc": 0.008514912333339453, "lr": 0.001, "rank_data_time": 0.007526329499796702, "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": 0.4923908374998973, "total_loss": 0.12175788753665984} {"data_time": 0.00932726700011699, "eta_seconds": 6221.372602548972, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3808373590982287, "fast_rcnn/fg_cls_accuracy": 0.6079192546583851, "iteration": 2539, "loss_box_reg": 0.08882677182555199, "loss_cls": 0.06365432217717171, "loss_rpn_cls": 0.006043745204806328, "loss_rpn_loc": 0.006282312795519829, "lr": 0.001, "rank_data_time": 0.00932726700011699, "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": 0.4980047750000267, "total_loss": 0.17255030944943428} {"data_time": 0.009416541999598849, "eta_seconds": 6210.342373937929, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 2559, "loss_box_reg": 0.09148962795734406, "loss_cls": 0.060994625091552734, "loss_rpn_cls": 0.010004766285419464, "loss_rpn_loc": 0.009613093454390764, "lr": 0.001, "rank_data_time": 0.009416541999598849, "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": 0.4964597150001282, "total_loss": 0.17287023458629847} {"data_time": 0.008575705999646743, "eta_seconds": 6199.864572059187, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3335365853658536, "fast_rcnn/fg_cls_accuracy": 0.6664634146341464, "iteration": 2579, "loss_box_reg": 0.08857517689466476, "loss_cls": 0.05002364329993725, "loss_rpn_cls": 0.008614785969257355, "loss_rpn_loc": 0.006347543327137828, "lr": 0.001, "rank_data_time": 0.008575705999646743, "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": 0.4963212030002069, "total_loss": 0.1524257578421384} {"data_time": 0.008648544499919808, "eta_seconds": 6190.373427397935, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4530769230769231, "fast_rcnn/fg_cls_accuracy": 0.546923076923077, "iteration": 2599, "loss_box_reg": 0.09460371360182762, "loss_cls": 0.07114829495549202, "loss_rpn_cls": 0.0058794154319912195, "loss_rpn_loc": 0.0071624943520873785, "lr": 0.001, "rank_data_time": 0.008648544499919808, "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": 0.4949556539995683, "total_loss": 0.18245259299874306} {"data_time": 0.010278163500061055, "eta_seconds": 6180.388954127939, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.31746031746031744, "fast_rcnn/fg_cls_accuracy": 0.6825396825396826, "iteration": 2619, "loss_box_reg": 0.06765337660908699, "loss_cls": 0.04031246341764927, "loss_rpn_cls": 0.006029569543898106, "loss_rpn_loc": 0.006089146248996258, "lr": 0.001, "rank_data_time": 0.010278163500061055, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5146472910005286, "total_loss": 0.12694272596854717} {"data_time": 0.008887708500424196, "eta_seconds": 6169.669110295763, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33696599825632084, "fast_rcnn/fg_cls_accuracy": 0.6630340017436791, "iteration": 2639, "loss_box_reg": 0.09982597827911377, "loss_cls": 0.05132168158888817, "loss_rpn_cls": 0.006958738202229142, "loss_rpn_loc": 0.005625380668789148, "lr": 0.001, "rank_data_time": 0.008887708500424196, "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": 0.4966511869997703, "total_loss": 0.15825292491354048} {"data_time": 0.009742251500028942, "eta_seconds": 6156.32570048072, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.40104166666666663, "fast_rcnn/fg_cls_accuracy": 0.5989583333333333, "iteration": 2659, "loss_box_reg": 0.08032968267798424, "loss_cls": 0.05000147223472595, "loss_rpn_cls": 0.0066198622807860374, "loss_rpn_loc": 0.007555012125521898, "lr": 0.001, "rank_data_time": 0.009742251500028942, "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": 0.49068829899988486, "total_loss": 0.13212962145917118} {"data_time": 0.007745482999780506, "eta_seconds": 6141.180762635413, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.3325892857142857, "fast_rcnn/fg_cls_accuracy": 0.6674107142857143, "iteration": 2679, "loss_box_reg": 0.06447655335068703, "loss_cls": 0.03843880444765091, "loss_rpn_cls": 0.007201656466349959, "loss_rpn_loc": 0.00797896645963192, "lr": 0.001, "rank_data_time": 0.007745482999780506, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48849603249982465, "total_loss": 0.12099730537738651} {"data_time": 0.00825635000001057, "eta_seconds": 6130.219785749205, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.360969387755102, "fast_rcnn/fg_cls_accuracy": 0.6390306122448979, "iteration": 2699, "loss_box_reg": 0.10722638666629791, "loss_cls": 0.06542510911822319, "loss_rpn_cls": 0.005498145241290331, "loss_rpn_loc": 0.00606088456697762, "lr": 0.001, "rank_data_time": 0.00825635000001057, "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": 0.4935503900001095, "total_loss": 0.19081049249507487} {"data_time": 0.009596183999747154, "eta_seconds": 6119.423011863782, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 2719, "loss_box_reg": 0.06824560835957527, "loss_cls": 0.04368039779365063, "loss_rpn_cls": 0.006796893198043108, "loss_rpn_loc": 0.0075507741421461105, "lr": 0.001, "rank_data_time": 0.009596183999747154, "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": 0.49930797250044634, "total_loss": 0.1267083684215322} {"data_time": 0.008203335999951378, "eta_seconds": 6107.650547173707, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.42428571428571427, "fast_rcnn/fg_cls_accuracy": 0.5757142857142856, "iteration": 2739, "loss_box_reg": 0.07758611813187599, "loss_cls": 0.04763757437467575, "loss_rpn_cls": 0.005305543541908264, "loss_rpn_loc": 0.006796361180022359, "lr": 0.001, "rank_data_time": 0.008203335999951378, "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": 0.496681420999721, "total_loss": 0.14186756871640682} {"data_time": 0.008039869499953056, "eta_seconds": 6098.1758168380475, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.31266846361185985, "fast_rcnn/fg_cls_accuracy": 0.6873315363881402, "iteration": 2759, "loss_box_reg": 0.0783822238445282, "loss_cls": 0.04413462430238724, "loss_rpn_cls": 0.005969611695036292, "loss_rpn_loc": 0.007027880055829883, "lr": 0.001, "rank_data_time": 0.008039869499953056, "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": 0.49783988899980613, "total_loss": 0.133212476153858} {"data_time": 0.008644219499728933, "eta_seconds": 6088.917072294726, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26424501424501423, "fast_rcnn/fg_cls_accuracy": 0.7357549857549857, "iteration": 2779, "loss_box_reg": 0.07726836949586868, "loss_cls": 0.050992438569664955, "loss_rpn_cls": 0.007245579734444618, "loss_rpn_loc": 0.007691546343266964, "lr": 0.001, "rank_data_time": 0.008644219499728933, "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": 0.5040295394996974, "total_loss": 0.13813188468338922} {"data_time": 0.01057171349930286, "eta_seconds": 6078.247137698054, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31549707602339183, "fast_rcnn/fg_cls_accuracy": 0.6845029239766083, "iteration": 2799, "loss_box_reg": 0.07881134003400803, "loss_cls": 0.05815334431827068, "loss_rpn_cls": 0.006382517982274294, "loss_rpn_loc": 0.00599456625059247, "lr": 0.001, "rank_data_time": 0.01057171349930286, "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": 0.49856637100037915, "total_loss": 0.14598762290552258} {"data_time": 0.007498936000047252, "eta_seconds": 6066.350465490532, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.333843329253366, "fast_rcnn/fg_cls_accuracy": 0.666156670746634, "iteration": 2819, "loss_box_reg": 0.08763036504387856, "loss_cls": 0.048450665548443794, "loss_rpn_cls": 0.005042144795879722, "loss_rpn_loc": 0.007341448683291674, "lr": 0.001, "rank_data_time": 0.007498936000047252, "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": 0.4964390165000623, "total_loss": 0.14785559754818678} {"data_time": 0.00926263499968627, "eta_seconds": 6052.6913942355895, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2619825708061002, "fast_rcnn/fg_cls_accuracy": 0.7380174291938998, "iteration": 2839, "loss_box_reg": 0.08716382086277008, "loss_cls": 0.05354105494916439, "loss_rpn_cls": 0.0036661471240222454, "loss_rpn_loc": 0.008194840978831053, "lr": 0.001, "rank_data_time": 0.00926263499968627, "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": 0.4935467410000456, "total_loss": 0.13890490226913244} {"data_time": 0.008041330000196467, "eta_seconds": 6041.7902698542, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3551587301587301, "fast_rcnn/fg_cls_accuracy": 0.6369047619047619, "iteration": 2859, "loss_box_reg": 0.08961162716150284, "loss_cls": 0.050804244354367256, "loss_rpn_cls": 0.0077109974808990955, "loss_rpn_loc": 0.0060790227726101875, "lr": 0.001, "rank_data_time": 0.008041330000196467, "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": 0.4943434530000559, "total_loss": 0.15249469771515578} {"data_time": 0.008859386000494851, "eta_seconds": 6029.352252960707, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.30801080108010803, "fast_rcnn/fg_cls_accuracy": 0.691989198919892, "iteration": 2879, "loss_box_reg": 0.08707782626152039, "loss_cls": 0.052038779482245445, "loss_rpn_cls": 0.006111222319304943, "loss_rpn_loc": 0.007983801187947392, "lr": 0.001, "rank_data_time": 0.008859386000494851, "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": 0.5002783054997053, "total_loss": 0.15289529296569526} {"data_time": 0.00875641499987978, "eta_seconds": 6019.419434053907, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.33352240499149177, "fast_rcnn/fg_cls_accuracy": 0.6492682926829269, "iteration": 2899, "loss_box_reg": 0.08919249102473259, "loss_cls": 0.05303344316780567, "loss_rpn_cls": 0.004289310425519943, "loss_rpn_loc": 0.007234211079776287, "lr": 0.001, "rank_data_time": 0.00875641499987978, "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": 0.4998435520001294, "total_loss": 0.14473285019630566} {"data_time": 0.010366971000166814, "eta_seconds": 6008.38325156441, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3103448275862069, "fast_rcnn/fg_cls_accuracy": 0.6896551724137931, "iteration": 2919, "loss_box_reg": 0.09388061985373497, "loss_cls": 0.05170214921236038, "loss_rpn_cls": 0.005541723920032382, "loss_rpn_loc": 0.00606051180511713, "lr": 0.001, "rank_data_time": 0.010366971000166814, "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": 0.49647683249986585, "total_loss": 0.16692911367863417} {"data_time": 0.01016261949962427, "eta_seconds": 5999.78439360214, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.728110599078341, "iteration": 2939, "loss_box_reg": 0.09025689959526062, "loss_cls": 0.05346086807549, "loss_rpn_cls": 0.007331219268962741, "loss_rpn_loc": 0.006635077763348818, "lr": 0.001, "rank_data_time": 0.01016261949962427, "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": 0.49896576650007773, "total_loss": 0.1440432439558208} {"data_time": 0.007904894999683165, "eta_seconds": 5989.440908775214, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.33965062623599207, "fast_rcnn/fg_cls_accuracy": 0.6603493737640079, "iteration": 2959, "loss_box_reg": 0.077686607837677, "loss_cls": 0.05132225714623928, "loss_rpn_cls": 0.005716704996302724, "loss_rpn_loc": 0.00654544192366302, "lr": 0.001, "rank_data_time": 0.007904894999683165, "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": 0.489706702499916, "total_loss": 0.1352299681166187} {"data_time": 0.007919484999547421, "eta_seconds": 5977.066335887348, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33244552058111376, "fast_rcnn/fg_cls_accuracy": 0.6675544794188861, "iteration": 2979, "loss_box_reg": 0.0924481675028801, "loss_cls": 0.06012877635657787, "loss_rpn_cls": 0.0070217871107161045, "loss_rpn_loc": 0.007165301591157913, "lr": 0.001, "rank_data_time": 0.007919484999547421, "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": 0.4906754740004544, "total_loss": 0.17622753465548158} {"data_time": 0.014717443999870738, "eta_seconds": 5965.465674004008, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.361003861003861, "fast_rcnn/fg_cls_accuracy": 0.6165158371040724, "iteration": 2999, "loss_box_reg": 0.1043267548084259, "loss_cls": 0.06767269410192966, "loss_rpn_cls": 0.005095908418297768, "loss_rpn_loc": 0.005605654092505574, "lr": 0.001, "rank_data_time": 0.014717443999870738, "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": 0.4966303175001485, "total_loss": 0.1866801487049088} {"data_time": 0.008991802999844367, "eta_seconds": 5953.919839991277, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 3019, "loss_box_reg": 0.06706415489315987, "loss_cls": 0.04107695817947388, "loss_rpn_cls": 0.005380543181672692, "loss_rpn_loc": 0.004836380248889327, "lr": 0.001, "rank_data_time": 0.008991802999844367, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49617843850046484, "total_loss": 0.11991498747374862} {"data_time": 0.00928591649972077, "eta_seconds": 5943.855151780754, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35839160839160844, "fast_rcnn/fg_cls_accuracy": 0.6340326340326341, "iteration": 3039, "loss_box_reg": 0.0893881507217884, "loss_cls": 0.07197191938757896, "loss_rpn_cls": 0.008879938628524542, "loss_rpn_loc": 0.0064742593094706535, "lr": 0.001, "rank_data_time": 0.00928591649972077, "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": 0.49652980900009425, "total_loss": 0.18781212833710015} {"data_time": 0.009304363999945053, "eta_seconds": 5933.452448043854, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31671587553940495, "fast_rcnn/fg_cls_accuracy": 0.683284124460595, "iteration": 3059, "loss_box_reg": 0.08861638605594635, "loss_cls": 0.055769748985767365, "loss_rpn_cls": 0.007051671156659722, "loss_rpn_loc": 0.007134971208870411, "lr": 0.001, "rank_data_time": 0.009304363999945053, "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": 0.49879659150019506, "total_loss": 0.15212823078036308} {"data_time": 0.00919445449972045, "eta_seconds": 5918.703982481384, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.30196253345227475, "fast_rcnn/fg_cls_accuracy": 0.6980374665477252, "iteration": 3079, "loss_box_reg": 0.06677496433258057, "loss_cls": 0.038794830441474915, "loss_rpn_cls": 0.004918805090710521, "loss_rpn_loc": 0.005400259047746658, "lr": 0.001, "rank_data_time": 0.00919445449972045, "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": 0.4915065835002679, "total_loss": 0.11156277765985578} {"data_time": 0.01112327099963295, "eta_seconds": 5909.482326650459, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.7018518518518518, "iteration": 3099, "loss_box_reg": 0.07460770756006241, "loss_cls": 0.040044981986284256, "loss_rpn_cls": 0.004605618538334966, "loss_rpn_loc": 0.008135777898132801, "lr": 0.001, "rank_data_time": 0.01112327099963295, "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": 0.5073354624996682, "total_loss": 0.11515418387716636} {"data_time": 0.008428929999809043, "eta_seconds": 5898.197576701805, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.36273209549071617, "fast_rcnn/fg_cls_accuracy": 0.6372679045092838, "iteration": 3119, "loss_box_reg": 0.08029047027230263, "loss_cls": 0.050869014114141464, "loss_rpn_cls": 0.005377586465328932, "loss_rpn_loc": 0.007110177539288998, "lr": 0.001, "rank_data_time": 0.008428929999809043, "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": 0.49945195500004047, "total_loss": 0.14005911676213145} {"data_time": 0.009208747499997116, "eta_seconds": 5888.911848341377, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20334620334620335, "fast_rcnn/fg_cls_accuracy": 0.7966537966537967, "iteration": 3139, "loss_box_reg": 0.09212977439165115, "loss_cls": 0.04762148857116699, "loss_rpn_cls": 0.0076521108858287334, "loss_rpn_loc": 0.006399639416486025, "lr": 0.001, "rank_data_time": 0.009208747499997116, "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": 0.5050785554999493, "total_loss": 0.15353896107990295} {"data_time": 0.008999506999771256, "eta_seconds": 5878.981136961374, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3711734693877551, "fast_rcnn/fg_cls_accuracy": 0.6288265306122449, "iteration": 3159, "loss_box_reg": 0.093157097697258, "loss_cls": 0.05246127396821976, "loss_rpn_cls": 0.005515190772712231, "loss_rpn_loc": 0.00698005105368793, "lr": 0.001, "rank_data_time": 0.008999506999771256, "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": 0.501667573499617, "total_loss": 0.15841700334567577} {"data_time": 0.0072229214997605595, "eta_seconds": 5870.155477380504, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27968851395197925, "fast_rcnn/fg_cls_accuracy": 0.7203114860480208, "iteration": 3179, "loss_box_reg": 0.08686692267656326, "loss_cls": 0.047799136489629745, "loss_rpn_cls": 0.004313914570957422, "loss_rpn_loc": 0.007915262132883072, "lr": 0.001, "rank_data_time": 0.0072229214997605595, "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": 0.5026507045004109, "total_loss": 0.14984862436540425} {"data_time": 0.009075713000129326, "eta_seconds": 5859.822811300455, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3048780487804878, "fast_rcnn/fg_cls_accuracy": 0.6951219512195121, "iteration": 3199, "loss_box_reg": 0.07626752182841301, "loss_cls": 0.05157826282083988, "loss_rpn_cls": 0.006141680758446455, "loss_rpn_loc": 0.006288224598392844, "lr": 0.001, "rank_data_time": 0.009075713000129326, "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": 0.5031443755001419, "total_loss": 0.1344525848980993} {"data_time": 0.009042448000400327, "eta_seconds": 5853.282440913599, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2967032967032967, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 3219, "loss_box_reg": 0.10209575667977333, "loss_cls": 0.06322316266596317, "loss_rpn_cls": 0.006536746397614479, "loss_rpn_loc": 0.008559861220419407, "lr": 0.001, "rank_data_time": 0.009042448000400327, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4956498020001163, "total_loss": 0.18477546866051853} {"data_time": 0.010517776499909814, "eta_seconds": 5844.459580680741, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 3239, "loss_box_reg": 0.09033405408263206, "loss_cls": 0.044551026076078415, "loss_rpn_cls": 0.003423126647248864, "loss_rpn_loc": 0.006606551818549633, "lr": 0.001, "rank_data_time": 0.010517776499909814, "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": 0.4976271334999183, "total_loss": 0.148574328282848} {"data_time": 0.009385860000293178, "eta_seconds": 5833.050240140565, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2607142857142857, "fast_rcnn/fg_cls_accuracy": 0.7392857142857143, "iteration": 3259, "loss_box_reg": 0.09299493208527565, "loss_cls": 0.05594516545534134, "loss_rpn_cls": 0.005244423169642687, "loss_rpn_loc": 0.0065578133799135685, "lr": 0.001, "rank_data_time": 0.009385860000293178, "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": 0.4959736734999751, "total_loss": 0.1632912892382592} {"data_time": 0.0077520149998235865, "eta_seconds": 5820.095199020452, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3073463268365817, "fast_rcnn/fg_cls_accuracy": 0.6926536731634183, "iteration": 3279, "loss_box_reg": 0.07180008664727211, "loss_cls": 0.0397367849946022, "loss_rpn_cls": 0.007021425990387797, "loss_rpn_loc": 0.006735511589795351, "lr": 0.001, "rank_data_time": 0.0077520149998235865, "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": 0.49350543050013584, "total_loss": 0.12188454577699304} {"data_time": 0.009417042499990202, "eta_seconds": 5810.163295950451, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3359375, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 3299, "loss_box_reg": 0.07415047287940979, "loss_cls": 0.043994082137942314, "loss_rpn_cls": 0.005135007435455918, "loss_rpn_loc": 0.00506730517372489, "lr": 0.001, "rank_data_time": 0.009417042499990202, "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": 0.49857892400041237, "total_loss": 0.13313022709917277} {"data_time": 0.009641769000154454, "eta_seconds": 5799.5252200806135, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 3319, "loss_box_reg": 0.0752110444009304, "loss_cls": 0.04321699216961861, "loss_rpn_cls": 0.0047081043012440205, "loss_rpn_loc": 0.0051424093544483185, "lr": 0.001, "rank_data_time": 0.009641769000154454, "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": 0.4981998504999865, "total_loss": 0.12880863389000297} {"data_time": 0.0073562759998822, "eta_seconds": 5790.29948981045, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 3339, "loss_box_reg": 0.08932534977793694, "loss_cls": 0.05859569273889065, "loss_rpn_cls": 0.006059327162802219, "loss_rpn_loc": 0.006063681561499834, "lr": 0.001, "rank_data_time": 0.0073562759998822, "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": 0.49692835650012057, "total_loss": 0.14915601594839245} {"data_time": 0.009791541499907908, "eta_seconds": 5779.663832340611, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3651515151515151, "fast_rcnn/fg_cls_accuracy": 0.6348484848484848, "iteration": 3359, "loss_box_reg": 0.0787932462990284, "loss_cls": 0.04772261716425419, "loss_rpn_cls": 0.004162285011261702, "loss_rpn_loc": 0.005313182482495904, "lr": 0.001, "rank_data_time": 0.009791541499907908, "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": 0.4922424060000594, "total_loss": 0.14739325019763783} {"data_time": 0.009183354499782581, "eta_seconds": 5773.495973352165, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23205741626794257, "fast_rcnn/fg_cls_accuracy": 0.7679425837320575, "iteration": 3379, "loss_box_reg": 0.07944563403725624, "loss_cls": 0.04381994344294071, "loss_rpn_cls": 0.006798712536692619, "loss_rpn_loc": 0.0059822676703333855, "lr": 0.001, "rank_data_time": 0.009183354499782581, "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": 0.501358485500532, "total_loss": 0.13740461529232562} {"data_time": 0.008291642500353191, "eta_seconds": 5763.558803002161, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.34108527131782945, "fast_rcnn/fg_cls_accuracy": 0.6589147286821706, "iteration": 3399, "loss_box_reg": 0.08358065038919449, "loss_cls": 0.05225582607090473, "loss_rpn_cls": 0.006051680305972695, "loss_rpn_loc": 0.007846692111343145, "lr": 0.001, "rank_data_time": 0.008291642500353191, "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": 0.4941241834999346, "total_loss": 0.14801518409512937} {"data_time": 0.007894074999967415, "eta_seconds": 5754.331017661507, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.7105263157894737, "iteration": 3419, "loss_box_reg": 0.09312937408685684, "loss_cls": 0.05052368901669979, "loss_rpn_cls": 0.005942151881754398, "loss_rpn_loc": 0.007003267295658588, "lr": 0.001, "rank_data_time": 0.007894074999967415, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.4976023724998413, "total_loss": 0.14909628976602107} {"data_time": 0.008821845500278869, "eta_seconds": 5744.392622121504, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2935217275393228, "fast_rcnn/fg_cls_accuracy": 0.7064782724606771, "iteration": 3439, "loss_box_reg": 0.08885350078344345, "loss_cls": 0.05265488289296627, "loss_rpn_cls": 0.004713632864877582, "loss_rpn_loc": 0.004950025817379355, "lr": 0.001, "rank_data_time": 0.008821845500278869, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49330193500009045, "total_loss": 0.13970443070866168} {"data_time": 0.00832656849979685, "eta_seconds": 5733.706128771901, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.29734848484848486, "fast_rcnn/fg_cls_accuracy": 0.7026515151515151, "iteration": 3459, "loss_box_reg": 0.0972847267985344, "loss_cls": 0.0462588369846344, "loss_rpn_cls": 0.004073509713634849, "loss_rpn_loc": 0.005951385712251067, "lr": 0.001, "rank_data_time": 0.00832656849979685, "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": 0.49894538049966286, "total_loss": 0.16106035211123526} {"data_time": 0.0077219375002641755, "eta_seconds": 5718.916500483756, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24982674982674982, "fast_rcnn/fg_cls_accuracy": 0.7501732501732502, "iteration": 3479, "loss_box_reg": 0.08665411919355392, "loss_cls": 0.05454959720373154, "loss_rpn_cls": 0.0062204888090491295, "loss_rpn_loc": 0.005005350569263101, "lr": 0.001, "rank_data_time": 0.0077219375002641755, "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": 0.49020972850030375, "total_loss": 0.1533225488383323} {"data_time": 0.008534445999885065, "eta_seconds": 5708.19804624648, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3719525350593312, "fast_rcnn/fg_cls_accuracy": 0.6280474649406689, "iteration": 3499, "loss_box_reg": 0.09180985018610954, "loss_cls": 0.05646955594420433, "loss_rpn_cls": 0.004600811051204801, "loss_rpn_loc": 0.0076092686504125595, "lr": 0.001, "rank_data_time": 0.008534445999885065, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4955102425001314, "total_loss": 0.1557086152024567} {"data_time": 0.010789773999476893, "eta_seconds": 5699.605065701744, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2808689024390244, "fast_rcnn/fg_cls_accuracy": 0.7191310975609756, "iteration": 3519, "loss_box_reg": 0.08857681602239609, "loss_cls": 0.04403459094464779, "loss_rpn_cls": 0.002835629740729928, "loss_rpn_loc": 0.005865096114575863, "lr": 0.001, "rank_data_time": 0.010789773999476893, "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": 0.49769270400020105, "total_loss": 0.1441797350998968} {"data_time": 0.010398809999514924, "eta_seconds": 5687.936345039716, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30536130536130535, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 3539, "loss_box_reg": 0.09855895861983299, "loss_cls": 0.06282088719308376, "loss_rpn_cls": 0.006159340729936957, "loss_rpn_loc": 0.005621856078505516, "lr": 0.001, "rank_data_time": 0.010398809999514924, "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": 0.494363198499741, "total_loss": 0.17301914060954005} {"data_time": 0.009781796000424947, "eta_seconds": 5679.745814601738, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.290625, "fast_rcnn/fg_cls_accuracy": 0.709375, "iteration": 3559, "loss_box_reg": 0.07252301648259163, "loss_cls": 0.04093437269330025, "loss_rpn_cls": 0.00625794637016952, "loss_rpn_loc": 0.005062683951109648, "lr": 0.001, "rank_data_time": 0.009781796000424947, "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": 0.5020946990002813, "total_loss": 0.12197378615383059} {"data_time": 0.00843851200033896, "eta_seconds": 5667.730959860883, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.26050420168067223, "fast_rcnn/fg_cls_accuracy": 0.7394957983193278, "iteration": 3579, "loss_box_reg": 0.07003673538565636, "loss_cls": 0.03399898111820221, "loss_rpn_cls": 0.006431969814002514, "loss_rpn_loc": 0.004774287575855851, "lr": 0.001, "rank_data_time": 0.00843851200033896, "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": 0.49174980800034973, "total_loss": 0.11709376401267946} {"data_time": 0.00815601499971308, "eta_seconds": 5657.804986200881, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2557928214447978, "fast_rcnn/fg_cls_accuracy": 0.7442071785552022, "iteration": 3599, "loss_box_reg": 0.09930029883980751, "loss_cls": 0.05937742441892624, "loss_rpn_cls": 0.005727723473683, "loss_rpn_loc": 0.006682527717202902, "lr": 0.001, "rank_data_time": 0.00815601499971308, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.494679753499895, "total_loss": 0.18992486502975225} {"data_time": 0.0086222509999061, "eta_seconds": 5647.87901254088, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.272203947368421, "fast_rcnn/fg_cls_accuracy": 0.727796052631579, "iteration": 3619, "loss_box_reg": 0.07088441774249077, "loss_cls": 0.04165386222302914, "loss_rpn_cls": 0.006600050255656242, "loss_rpn_loc": 0.006466306978836656, "lr": 0.001, "rank_data_time": 0.0086222509999061, "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": 0.5035229664999861, "total_loss": 0.11703411350026727} {"data_time": 0.008700927499830868, "eta_seconds": 5637.762991758573, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2887254901960784, "fast_rcnn/fg_cls_accuracy": 0.7112745098039216, "iteration": 3639, "loss_box_reg": 0.08165539801120758, "loss_cls": 0.055554259568452835, "loss_rpn_cls": 0.005354831926524639, "loss_rpn_loc": 0.006846684962511063, "lr": 0.001, "rank_data_time": 0.008700927499830868, "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": 0.4912673035005355, "total_loss": 0.15075544902356341} {"data_time": 0.009045705000062298, "eta_seconds": 5628.79181780665, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.23205128205128206, "fast_rcnn/fg_cls_accuracy": 0.767948717948718, "iteration": 3659, "loss_box_reg": 0.06751193851232529, "loss_cls": 0.0379433985799551, "loss_rpn_cls": 0.002819281187839806, "loss_rpn_loc": 0.004560014698654413, "lr": 0.001, "rank_data_time": 0.009045705000062298, "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": 0.49284802849979314, "total_loss": 0.11649621254764497} {"data_time": 0.009049074999893492, "eta_seconds": 5621.457137620437, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3014112903225806, "fast_rcnn/fg_cls_accuracy": 0.6985887096774194, "iteration": 3679, "loss_box_reg": 0.09886655956506729, "loss_cls": 0.06702499091625214, "loss_rpn_cls": 0.006255140993744135, "loss_rpn_loc": 0.00870540738105774, "lr": 0.001, "rank_data_time": 0.009049074999893492, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4956606944997475, "total_loss": 0.17827161541208625} {"data_time": 0.009241101499810611, "eta_seconds": 5612.5085548994775, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.2775, "fast_rcnn/fg_cls_accuracy": 0.7224999999999999, "iteration": 3699, "loss_box_reg": 0.06420084089040756, "loss_cls": 0.034435685724020004, "loss_rpn_cls": 0.0037094452418386936, "loss_rpn_loc": 0.00537632848136127, "lr": 0.001, "rank_data_time": 0.009241101499810611, "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": 0.5022154784996928, "total_loss": 0.10201373504241928} {"data_time": 0.009581316500316461, "eta_seconds": 5602.236178678722, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 3719, "loss_box_reg": 0.08637269586324692, "loss_cls": 0.04402807913720608, "loss_rpn_cls": 0.0042691477574408054, "loss_rpn_loc": 0.0057097794488072395, "lr": 0.001, "rank_data_time": 0.009581316500316461, "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": 0.4991980849999891, "total_loss": 0.13283121422864497} {"data_time": 0.010566157999619463, "eta_seconds": 5594.249280431695, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.31101190476190477, "fast_rcnn/fg_cls_accuracy": 0.6889880952380952, "iteration": 3739, "loss_box_reg": 0.08700292557477951, "loss_cls": 0.04591810330748558, "loss_rpn_cls": 0.005207541398704052, "loss_rpn_loc": 0.006015591323375702, "lr": 0.001, "rank_data_time": 0.010566157999619463, "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": 0.5082125200001428, "total_loss": 0.14022388448938727} {"data_time": 0.011499640999772964, "eta_seconds": 5585.378293481463, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1823089700996678, "fast_rcnn/fg_cls_accuracy": 0.8176910299003322, "iteration": 3759, "loss_box_reg": 0.07172053307294846, "loss_cls": 0.03949038311839104, "loss_rpn_cls": 0.006845151307061315, "loss_rpn_loc": 0.006722158985212445, "lr": 0.001, "rank_data_time": 0.011499640999772964, "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": 0.5043130005001331, "total_loss": 0.11529416218400002} {"data_time": 0.008577654500641074, "eta_seconds": 5574.630638610652, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36116152450090744, "fast_rcnn/fg_cls_accuracy": 0.6388384754990926, "iteration": 3779, "loss_box_reg": 0.08983327448368073, "loss_cls": 0.060673803091049194, "loss_rpn_cls": 0.004746190272271633, "loss_rpn_loc": 0.006852410035207868, "lr": 0.001, "rank_data_time": 0.008577654500641074, "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": 0.49620662100005575, "total_loss": 0.16343326203059405} {"data_time": 0.007409330999962549, "eta_seconds": 5564.119976801885, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3203947368421053, "fast_rcnn/fg_cls_accuracy": 0.6625379170879677, "iteration": 3799, "loss_box_reg": 0.09041207283735275, "loss_cls": 0.06374312937259674, "loss_rpn_cls": 0.005131399026140571, "loss_rpn_loc": 0.005982132162898779, "lr": 0.001, "rank_data_time": 0.007409330999962549, "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": 0.4938269480003328, "total_loss": 0.16568408207967877} {"data_time": 0.009540093500163493, "eta_seconds": 5552.906694139483, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27257683215130024, "fast_rcnn/fg_cls_accuracy": 0.7274231678486998, "iteration": 3819, "loss_box_reg": 0.08475163206458092, "loss_cls": 0.051067277789115906, "loss_rpn_cls": 0.005309334956109524, "loss_rpn_loc": 0.006439989432692528, "lr": 0.001, "rank_data_time": 0.009540093500163493, "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": 0.49410912749999625, "total_loss": 0.15771809770376422} {"data_time": 0.008986316999653354, "eta_seconds": 5543.722852019691, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22653958944281524, "fast_rcnn/fg_cls_accuracy": 0.7734604105571847, "iteration": 3839, "loss_box_reg": 0.07270435988903046, "loss_cls": 0.044068947434425354, "loss_rpn_cls": 0.00324812694452703, "loss_rpn_loc": 0.007260171929374337, "lr": 0.001, "rank_data_time": 0.008986316999653354, "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": 0.4915148259997295, "total_loss": 0.12694058765191585} {"data_time": 0.008753786999932345, "eta_seconds": 5534.312191211875, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21956521739130436, "fast_rcnn/fg_cls_accuracy": 0.7804347826086957, "iteration": 3859, "loss_box_reg": 0.06531980447471142, "loss_cls": 0.04179826192557812, "loss_rpn_cls": 0.0044493102468550205, "loss_rpn_loc": 0.00464836391620338, "lr": 0.001, "rank_data_time": 0.008753786999932345, "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": 0.49607700249998743, "total_loss": 0.11723164736758918} {"data_time": 0.008118183999613393, "eta_seconds": 5522.284279316918, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 3879, "loss_box_reg": 0.07202844321727753, "loss_cls": 0.04054497741162777, "loss_rpn_cls": 0.004640884464606643, "loss_rpn_loc": 0.005981124239042401, "lr": 0.001, "rank_data_time": 0.008118183999613393, "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": 0.4904814225001246, "total_loss": 0.12829222343862057} {"data_time": 0.007673922000321909, "eta_seconds": 5511.000965850872, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.2906713603218506, "fast_rcnn/fg_cls_accuracy": 0.7093286396781493, "iteration": 3899, "loss_box_reg": 0.12621808797121048, "loss_cls": 0.07537718117237091, "loss_rpn_cls": 0.006665310822427273, "loss_rpn_loc": 0.008570505771785975, "lr": 0.001, "rank_data_time": 0.007673922000321909, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4948579245001383, "total_loss": 0.23170723393559456} {"data_time": 0.008824589000141714, "eta_seconds": 5502.905749978745, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2651387484552298, "fast_rcnn/fg_cls_accuracy": 0.7179530389843838, "iteration": 3919, "loss_box_reg": 0.08039361238479614, "loss_cls": 0.04220648854970932, "loss_rpn_cls": 0.004593204474076629, "loss_rpn_loc": 0.005994337378069758, "lr": 0.001, "rank_data_time": 0.008824589000141714, "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": 0.509357919499962, "total_loss": 0.13800593779888004} {"data_time": 0.007734275999609963, "eta_seconds": 5491.625029519873, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24201419698314108, "fast_rcnn/fg_cls_accuracy": 0.7579858030168589, "iteration": 3939, "loss_box_reg": 0.09105296432971954, "loss_cls": 0.048378411680459976, "loss_rpn_cls": 0.007847713306546211, "loss_rpn_loc": 0.006162167061120272, "lr": 0.001, "rank_data_time": 0.007734275999609963, "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": 0.49144011650014363, "total_loss": 0.1540994964307174} {"data_time": 0.007447623499956535, "eta_seconds": 5482.989040314424, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3572874493927125, "fast_rcnn/fg_cls_accuracy": 0.6427125506072875, "iteration": 3959, "loss_box_reg": 0.09897958114743233, "loss_cls": 0.05478597618639469, "loss_rpn_cls": 0.005764319794252515, "loss_rpn_loc": 0.00576339359395206, "lr": 0.001, "rank_data_time": 0.007447623499956535, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49322560049995445, "total_loss": 0.16281924152281135} {"data_time": 0.008212051499867812, "eta_seconds": 5473.405946610419, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24025974025974026, "fast_rcnn/fg_cls_accuracy": 0.7597402597402597, "iteration": 3979, "loss_box_reg": 0.09218516573309898, "loss_cls": 0.052182139828801155, "loss_rpn_cls": 0.006337252911180258, "loss_rpn_loc": 0.0061108015943318605, "lr": 0.001, "rank_data_time": 0.008212051499867812, "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": 0.49466886500022156, "total_loss": 0.16838155721779913} {"data_time": 0.009562664999521076, "eta_seconds": 5463.173578498754, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.683991683991684, "iteration": 3999, "loss_box_reg": 0.07010256499052048, "loss_cls": 0.0426405668258667, "loss_rpn_cls": 0.006804306525737047, "loss_rpn_loc": 0.006546703167259693, "lr": 0.001, "rank_data_time": 0.009562664999521076, "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": 0.48935884750017067, "total_loss": 0.1266246148152277} {"data_time": 0.007763519500258553, "eta_seconds": 5452.759117526957, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20545073375262055, "fast_rcnn/fg_cls_accuracy": 0.7945492662473794, "iteration": 4019, "loss_box_reg": 0.07187468931078911, "loss_cls": 0.03897741995751858, "loss_rpn_cls": 0.004006259026937187, "loss_rpn_loc": 0.005398917710408568, "lr": 0.001, "rank_data_time": 0.007763519500258553, "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": 0.4952090560000215, "total_loss": 0.1180798101122491} {"data_time": 0.008271980500012432, "eta_seconds": 5443.257235674464, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.28823335530652605, "fast_rcnn/fg_cls_accuracy": 0.711766644693474, "iteration": 4039, "loss_box_reg": 0.08224033564329147, "loss_cls": 0.04296218603849411, "loss_rpn_cls": 0.00578176137059927, "loss_rpn_loc": 0.005428863922134042, "lr": 0.001, "rank_data_time": 0.008271980500012432, "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": 0.49784262249932, "total_loss": 0.1349513067980297} {"data_time": 0.010699653499614215, "eta_seconds": 5433.324284514474, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2319327731092437, "fast_rcnn/fg_cls_accuracy": 0.7680672268907562, "iteration": 4059, "loss_box_reg": 0.08126476407051086, "loss_cls": 0.04954068548977375, "loss_rpn_cls": 0.006266656797379255, "loss_rpn_loc": 0.008615149650722742, "lr": 0.001, "rank_data_time": 0.010699653499614215, "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": 0.5006336874998851, "total_loss": 0.14299136033514515} {"data_time": 0.010452752499986673, "eta_seconds": 5423.906107620551, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2707641196013289, "fast_rcnn/fg_cls_accuracy": 0.7292358803986712, "iteration": 4079, "loss_box_reg": 0.0788438692688942, "loss_cls": 0.04788994789123535, "loss_rpn_cls": 0.006796220317482948, "loss_rpn_loc": 0.0064076760318130255, "lr": 0.001, "rank_data_time": 0.010452752499986673, "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": 0.4981700080002156, "total_loss": 0.13601135625503957} {"data_time": 0.00743683200016676, "eta_seconds": 5413.030453646979, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25636553889082664, "fast_rcnn/fg_cls_accuracy": 0.7436344611091734, "iteration": 4099, "loss_box_reg": 0.08523652702569962, "loss_cls": 0.050237393006682396, "loss_rpn_cls": 0.007419373374432325, "loss_rpn_loc": 0.007123788585886359, "lr": 0.001, "rank_data_time": 0.00743683200016676, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49589185099966926, "total_loss": 0.14253671665210277} {"data_time": 0.00951813099982246, "eta_seconds": 5402.249576959875, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2230392156862745, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 4119, "loss_box_reg": 0.08271770924329758, "loss_cls": 0.05699073150753975, "loss_rpn_cls": 0.0049228856805711985, "loss_rpn_loc": 0.005889181280508637, "lr": 0.001, "rank_data_time": 0.00951813099982246, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49355828300031135, "total_loss": 0.1483335285447538} {"data_time": 0.007499365499825217, "eta_seconds": 5391.335842468725, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.20344827586206898, "fast_rcnn/fg_cls_accuracy": 0.7965517241379311, "iteration": 4139, "loss_box_reg": 0.08786619454622269, "loss_cls": 0.04944057948887348, "loss_rpn_cls": 0.004262593574821949, "loss_rpn_loc": 0.006400544894859195, "lr": 0.001, "rank_data_time": 0.007499365499825217, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5006333215001177, "total_loss": 0.148553931619972} {"data_time": 0.00978975849920971, "eta_seconds": 5381.240913340771, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28428093645484953, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 4159, "loss_box_reg": 0.08373072370886803, "loss_cls": 0.043331896886229515, "loss_rpn_cls": 0.00580125767737627, "loss_rpn_loc": 0.005594500573351979, "lr": 0.001, "rank_data_time": 0.00978975849920971, "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": 0.4965602699999181, "total_loss": 0.13815824571065605} {"data_time": 0.008739825999782624, "eta_seconds": 5371.012110060619, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2391304347826087, "fast_rcnn/fg_cls_accuracy": 0.7608695652173914, "iteration": 4179, "loss_box_reg": 0.09902328625321388, "loss_cls": 0.05189159885048866, "loss_rpn_cls": 0.0030799980740994215, "loss_rpn_loc": 0.007648590486496687, "lr": 0.001, "rank_data_time": 0.008739825999782624, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4968775655001991, "total_loss": 0.1571464152657427} {"data_time": 0.008615724500032229, "eta_seconds": 5360.025776400835, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17473684210526316, "fast_rcnn/fg_cls_accuracy": 0.8252631578947368, "iteration": 4199, "loss_box_reg": 0.10840124636888504, "loss_cls": 0.05893964506685734, "loss_rpn_cls": 0.005818530218675733, "loss_rpn_loc": 0.009144861018285155, "lr": 0.001, "rank_data_time": 0.008615724500032229, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4962701335002748, "total_loss": 0.16979597019962966} {"data_time": 0.009229247499661142, "eta_seconds": 5351.156242740617, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39356884057971014, "fast_rcnn/fg_cls_accuracy": 0.6064311594202898, "iteration": 4219, "loss_box_reg": 0.09716610983014107, "loss_cls": 0.05637783370912075, "loss_rpn_cls": 0.006719860481098294, "loss_rpn_loc": 0.00502435932867229, "lr": 0.001, "rank_data_time": 0.009229247499661142, "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": 0.5014222619997781, "total_loss": 0.1687391505111009} {"data_time": 0.009254722999685328, "eta_seconds": 5341.691866018737, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.25125125125125125, "fast_rcnn/fg_cls_accuracy": 0.7487487487487487, "iteration": 4239, "loss_box_reg": 0.11781613901257515, "loss_cls": 0.06912577524781227, "loss_rpn_cls": 0.005238162586465478, "loss_rpn_loc": 0.005559256533160806, "lr": 0.001, "rank_data_time": 0.009254722999685328, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49977036000018416, "total_loss": 0.18669088499154896} {"data_time": 0.009374770500016893, "eta_seconds": 5331.793201799992, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24390243902439024, "fast_rcnn/fg_cls_accuracy": 0.7560975609756098, "iteration": 4259, "loss_box_reg": 0.08145372197031975, "loss_cls": 0.04866796173155308, "loss_rpn_cls": 0.004428338957950473, "loss_rpn_loc": 0.005352854495868087, "lr": 0.001, "rank_data_time": 0.009374770500016893, "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": 0.49784507750018747, "total_loss": 0.1380612349603325} {"data_time": 0.010270312499415013, "eta_seconds": 5324.061821754585, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24440298507462688, "fast_rcnn/fg_cls_accuracy": 0.7555970149253731, "iteration": 4279, "loss_box_reg": 0.10341737046837807, "loss_cls": 0.05677639879286289, "loss_rpn_cls": 0.004722601501271129, "loss_rpn_loc": 0.006480350391939282, "lr": 0.001, "rank_data_time": 0.010270312499415013, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.501879180999822, "total_loss": 0.17473531956784427} {"data_time": 0.008700274499915395, "eta_seconds": 5313.605030697136, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2689265536723164, "fast_rcnn/fg_cls_accuracy": 0.7310734463276836, "iteration": 4299, "loss_box_reg": 0.07316479086875916, "loss_cls": 0.05519954860210419, "loss_rpn_cls": 0.0042074937373399734, "loss_rpn_loc": 0.005508324131369591, "lr": 0.001, "rank_data_time": 0.008700274499915395, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49813549550026437, "total_loss": 0.1388562733773142} {"data_time": 0.008860232500410348, "eta_seconds": 5304.436870921072, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29944229944229944, "fast_rcnn/fg_cls_accuracy": 0.6888289907157832, "iteration": 4319, "loss_box_reg": 0.08935245126485825, "loss_cls": 0.05124246887862682, "loss_rpn_cls": 0.004931466421112418, "loss_rpn_loc": 0.006046496797353029, "lr": 0.001, "rank_data_time": 0.008860232500410348, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5019655285000226, "total_loss": 0.15150091040413827} {"data_time": 0.009382636999816896, "eta_seconds": 5294.893981648975, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17521929824561402, "fast_rcnn/fg_cls_accuracy": 0.824780701754386, "iteration": 4339, "loss_box_reg": 0.09719796851277351, "loss_cls": 0.046977490186691284, "loss_rpn_cls": 0.004516729386523366, "loss_rpn_loc": 0.006310200784355402, "lr": 0.001, "rank_data_time": 0.009382636999816896, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5003766515005736, "total_loss": 0.15120230708271265} {"data_time": 0.00799095699994723, "eta_seconds": 5285.937247642469, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2798229263746505, "fast_rcnn/fg_cls_accuracy": 0.7201770736253494, "iteration": 4359, "loss_box_reg": 0.08152170106768608, "loss_cls": 0.04841145873069763, "loss_rpn_cls": 0.004416215233504772, "loss_rpn_loc": 0.00587537488900125, "lr": 0.001, "rank_data_time": 0.00799095699994723, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4980805084996973, "total_loss": 0.14080809662118554} {"data_time": 0.009001967500353203, "eta_seconds": 5274.897698070536, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20016339869281047, "fast_rcnn/fg_cls_accuracy": 0.7859477124183006, "iteration": 4379, "loss_box_reg": 0.0732545256614685, "loss_cls": 0.03997054882347584, "loss_rpn_cls": 0.006167249521240592, "loss_rpn_loc": 0.006265865406021476, "lr": 0.001, "rank_data_time": 0.009001967500353203, "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": 0.49461798299989823, "total_loss": 0.1277010829653591} {"data_time": 0.008822600499570399, "eta_seconds": 5265.2022405000025, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18798701298701298, "fast_rcnn/fg_cls_accuracy": 0.8120129870129871, "iteration": 4399, "loss_box_reg": 0.08386866748332977, "loss_cls": 0.05331347696483135, "loss_rpn_cls": 0.004433284979313612, "loss_rpn_loc": 0.005811837734654546, "lr": 0.001, "rank_data_time": 0.008822600499570399, "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": 0.4994699935000426, "total_loss": 0.15670384955592453} {"data_time": 0.008455908999621897, "eta_seconds": 5256.129330832455, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 4419, "loss_box_reg": 0.08083394169807434, "loss_cls": 0.05095870979130268, "loss_rpn_cls": 0.004967190558090806, "loss_rpn_loc": 0.0059658747632056475, "lr": 0.001, "rank_data_time": 0.008455908999621897, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.503096747499967, "total_loss": 0.1436638612067327} {"data_time": 0.009048750499914604, "eta_seconds": 5246.605932482053, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2846927966101695, "fast_rcnn/fg_cls_accuracy": 0.7153072033898304, "iteration": 4439, "loss_box_reg": 0.05973352678120136, "loss_cls": 0.03753667324781418, "loss_rpn_cls": 0.003747277893126011, "loss_rpn_loc": 0.004151658155024052, "lr": 0.001, "rank_data_time": 0.009048750499914604, "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": 0.49632896849971075, "total_loss": 0.10491183761041611} {"data_time": 0.008315588499954174, "eta_seconds": 5235.96814760851, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7769230769230769, "iteration": 4459, "loss_box_reg": 0.06754094362258911, "loss_cls": 0.03949873894453049, "loss_rpn_cls": 0.00516829383559525, "loss_rpn_loc": 0.005729230819270015, "lr": 0.001, "rank_data_time": 0.008315588499954174, "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": 0.48950376199991297, "total_loss": 0.1255219946615398} {"data_time": 0.008732436000173038, "eta_seconds": 5226.032724178513, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23478760045924224, "fast_rcnn/fg_cls_accuracy": 0.7652123995407578, "iteration": 4479, "loss_box_reg": 0.07408061623573303, "loss_cls": 0.044175462797284126, "loss_rpn_cls": 0.005959129659458995, "loss_rpn_loc": 0.005532648880034685, "lr": 0.001, "rank_data_time": 0.008732436000173038, "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": 0.49142404350004654, "total_loss": 0.1273797831381671} {"data_time": 0.009196873499604408, "eta_seconds": 5215.500412500887, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.28348214285714285, "fast_rcnn/fg_cls_accuracy": 0.7165178571428572, "iteration": 4499, "loss_box_reg": 0.0659266859292984, "loss_cls": 0.040520479902625084, "loss_rpn_cls": 0.002701770979911089, "loss_rpn_loc": 0.005025259219110012, "lr": 0.001, "rank_data_time": 0.009196873499604408, "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": 0.4868981185004486, "total_loss": 0.10719513305230066} {"data_time": 0.009180251500310987, "eta_seconds": 5205.265501958966, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.24151643690349947, "fast_rcnn/fg_cls_accuracy": 0.7584835630965006, "iteration": 4519, "loss_box_reg": 0.07167384400963783, "loss_cls": 0.03249360807240009, "loss_rpn_cls": 0.005177357001230121, "loss_rpn_loc": 0.005871139001101255, "lr": 0.001, "rank_data_time": 0.009180251500310987, "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": 0.4944003199998406, "total_loss": 0.11538711772300303} {"data_time": 0.009631257500132051, "eta_seconds": 5196.226453888521, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 4539, "loss_box_reg": 0.07589979097247124, "loss_cls": 0.05066469497978687, "loss_rpn_cls": 0.0032183266011998057, "loss_rpn_loc": 0.004557359730824828, "lr": 0.001, "rank_data_time": 0.009631257500132051, "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": 0.5004112964998058, "total_loss": 0.14086135901743546} {"data_time": 0.009023004000027868, "eta_seconds": 5185.4939834383185, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 4559, "loss_box_reg": 0.07804813608527184, "loss_cls": 0.04901917465031147, "loss_rpn_cls": 0.003676952561363578, "loss_rpn_loc": 0.005717298481613398, "lr": 0.001, "rank_data_time": 0.009023004000027868, "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": 0.4962795139999798, "total_loss": 0.1351581341587007} {"data_time": 0.007851575000131561, "eta_seconds": 5178.033529209388, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 4579, "loss_box_reg": 0.07016660645604134, "loss_cls": 0.041732341051101685, "loss_rpn_cls": 0.0023837805492803454, "loss_rpn_loc": 0.006020966684445739, "lr": 0.001, "rank_data_time": 0.007851575000131561, "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": 0.5011968180001531, "total_loss": 0.12076768348924816} {"data_time": 0.008273139500033722, "eta_seconds": 5169.140303600943, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22865612648221345, "fast_rcnn/fg_cls_accuracy": 0.7713438735177867, "iteration": 4599, "loss_box_reg": 0.0877712145447731, "loss_cls": 0.04253910295665264, "loss_rpn_cls": 0.004751523723825812, "loss_rpn_loc": 0.004503912525251508, "lr": 0.001, "rank_data_time": 0.008273139500033722, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.49928502300008404, "total_loss": 0.1429637880064547} {"data_time": 0.008021840500077815, "eta_seconds": 5158.227167729838, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2593103448275862, "fast_rcnn/fg_cls_accuracy": 0.7406896551724138, "iteration": 4619, "loss_box_reg": 0.10015212744474411, "loss_cls": 0.05272284708917141, "loss_rpn_cls": 0.005292240995913744, "loss_rpn_loc": 0.005797966383397579, "lr": 0.001, "rank_data_time": 0.008021840500077815, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4940994104999845, "total_loss": 0.17083393328357488} {"data_time": 0.01015894100009973, "eta_seconds": 5148.417824901935, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28747864932334777, "fast_rcnn/fg_cls_accuracy": 0.7125213506766522, "iteration": 4639, "loss_box_reg": 0.08717374503612518, "loss_cls": 0.0514312069863081, "loss_rpn_cls": 0.006697686389088631, "loss_rpn_loc": 0.00652539380826056, "lr": 0.001, "rank_data_time": 0.01015894100009973, "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": 0.4990583395001522, "total_loss": 0.1528912482317537} {"data_time": 0.009375959500175668, "eta_seconds": 5138.628460681402, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.34336633663366334, "fast_rcnn/fg_cls_accuracy": 0.6566336633663367, "iteration": 4659, "loss_box_reg": 0.08551258966326714, "loss_cls": 0.051674870774149895, "loss_rpn_cls": 0.0033432954223826528, "loss_rpn_loc": 0.006036953069269657, "lr": 0.001, "rank_data_time": 0.009375959500175668, "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": 0.496802741499323, "total_loss": 0.14454669249244034} {"data_time": 0.008938127999954304, "eta_seconds": 5129.377685880936, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3192508710801394, "fast_rcnn/fg_cls_accuracy": 0.6807491289198606, "iteration": 4679, "loss_box_reg": 0.07556983828544617, "loss_cls": 0.04861065186560154, "loss_rpn_cls": 0.004169684834778309, "loss_rpn_loc": 0.005874879192560911, "lr": 0.001, "rank_data_time": 0.008938127999954304, "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": 0.4949253255003896, "total_loss": 0.1410269276238978} {"data_time": 0.009305205499913427, "eta_seconds": 5118.600733251924, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 4699, "loss_box_reg": 0.08373819291591644, "loss_cls": 0.046077148988842964, "loss_rpn_cls": 0.00413431110791862, "loss_rpn_loc": 0.005420280387625098, "lr": 0.001, "rank_data_time": 0.009305205499913427, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49452787049995095, "total_loss": 0.15185971453320235} {"data_time": 0.009873705500012875, "eta_seconds": 5109.496377020932, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7743055555555556, "iteration": 4719, "loss_box_reg": 0.07610070332884789, "loss_cls": 0.04215878248214722, "loss_rpn_cls": 0.0057359731290489435, "loss_rpn_loc": 0.0055758163798600435, "lr": 0.001, "rank_data_time": 0.009873705500012875, "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": 0.5028688980005427, "total_loss": 0.12592313322238624} {"data_time": 0.009255232499981503, "eta_seconds": 5098.524377129397, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2118421052631579, "fast_rcnn/fg_cls_accuracy": 0.766206675224647, "iteration": 4739, "loss_box_reg": 0.06864971667528152, "loss_cls": 0.035054489970207214, "loss_rpn_cls": 0.00349633302539587, "loss_rpn_loc": 0.005730365635827184, "lr": 0.001, "rank_data_time": 0.009255232499981503, "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": 0.4933754495004905, "total_loss": 0.12120166979730129} {"data_time": 0.008789731500201015, "eta_seconds": 5086.354688000865, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22905525846702318, "fast_rcnn/fg_cls_accuracy": 0.7709447415329769, "iteration": 4759, "loss_box_reg": 0.08247406035661697, "loss_cls": 0.04004144296050072, "loss_rpn_cls": 0.004738389980047941, "loss_rpn_loc": 0.006109416484832764, "lr": 0.001, "rank_data_time": 0.008789731500201015, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49407620050033074, "total_loss": 0.13872705516405404} {"data_time": 0.008400344499932544, "eta_seconds": 5076.650274848189, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 4779, "loss_box_reg": 0.07504303008317947, "loss_cls": 0.03991020284593105, "loss_rpn_cls": 0.00627020257525146, "loss_rpn_loc": 0.005511982832103968, "lr": 0.001, "rank_data_time": 0.008400344499932544, "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": 0.5002297634996467, "total_loss": 0.12985736364498734} {"data_time": 0.008981049500107474, "eta_seconds": 5068.835883901465, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27314814814814814, "fast_rcnn/fg_cls_accuracy": 0.7268518518518519, "iteration": 4799, "loss_box_reg": 0.07222472876310349, "loss_cls": 0.04783792048692703, "loss_rpn_cls": 0.0028478808235377073, "loss_rpn_loc": 0.004671517061069608, "lr": 0.001, "rank_data_time": 0.008981049500107474, "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": 0.5036242774999664, "total_loss": 0.13594987732358277} {"data_time": 0.01011830600009489, "eta_seconds": 5061.030712917518, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2624007936507936, "fast_rcnn/fg_cls_accuracy": 0.7375992063492063, "iteration": 4819, "loss_box_reg": 0.08265379816293716, "loss_cls": 0.04887300170958042, "loss_rpn_cls": 0.005987996002659202, "loss_rpn_loc": 0.0052712527103722095, "lr": 0.001, "rank_data_time": 0.01011830600009489, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5023087220001798, "total_loss": 0.14701623178552836} {"data_time": 0.008794077999937144, "eta_seconds": 5053.867504642367, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2299245024021963, "fast_rcnn/fg_cls_accuracy": 0.7700754975978037, "iteration": 4839, "loss_box_reg": 0.06691870465874672, "loss_cls": 0.04056927748024464, "loss_rpn_cls": 0.002008735667914152, "loss_rpn_loc": 0.005011598579585552, "lr": 0.001, "rank_data_time": 0.008794077999937144, "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": 0.5012989309998375, "total_loss": 0.11095397546887398} {"data_time": 0.008291178499803209, "eta_seconds": 5042.76562295815, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.19985775248933144, "fast_rcnn/fg_cls_accuracy": 0.8001422475106685, "iteration": 4859, "loss_box_reg": 0.07261450961232185, "loss_cls": 0.035438356921076775, "loss_rpn_cls": 0.003666044445708394, "loss_rpn_loc": 0.005716388113796711, "lr": 0.001, "rank_data_time": 0.008291178499803209, "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": 0.4934649145002368, "total_loss": 0.12048372998833656} {"data_time": 0.00945946650017504, "eta_seconds": 5034.553538295149, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.21072931276297335, "fast_rcnn/fg_cls_accuracy": 0.7892706872370266, "iteration": 4879, "loss_box_reg": 0.08063224703073502, "loss_cls": 0.0386359803378582, "loss_rpn_cls": 0.00575917586684227, "loss_rpn_loc": 0.0051232315599918365, "lr": 0.001, "rank_data_time": 0.00945946650017504, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49904162700022425, "total_loss": 0.12942134006880224} {"data_time": 0.008239583499744185, "eta_seconds": 5026.267464399416, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2195945945945946, "fast_rcnn/fg_cls_accuracy": 0.7804054054054055, "iteration": 4899, "loss_box_reg": 0.07120924443006516, "loss_cls": 0.038285816088318825, "loss_rpn_cls": 0.003503924235701561, "loss_rpn_loc": 0.005672776838764548, "lr": 0.001, "rank_data_time": 0.008239583499744185, "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": 0.49980133300005036, "total_loss": 0.11668853973969817} {"data_time": 0.009169212499728019, "eta_seconds": 5014.073272322348, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22777777777777777, "fast_rcnn/fg_cls_accuracy": 0.7722222222222223, "iteration": 4919, "loss_box_reg": 0.08049538359045982, "loss_cls": 0.039852775633335114, "loss_rpn_cls": 0.0022578196367248893, "loss_rpn_loc": 0.004096584627404809, "lr": 0.001, "rank_data_time": 0.009169212499728019, "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": 0.4947624844994607, "total_loss": 0.11991644963563886} {"data_time": 0.007923576500161289, "eta_seconds": 5004.704406645178, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15833333333333333, "fast_rcnn/fg_cls_accuracy": 0.8416666666666667, "iteration": 4939, "loss_box_reg": 0.09816533327102661, "loss_cls": 0.03421911969780922, "loss_rpn_cls": 0.0033687339164316654, "loss_rpn_loc": 0.006499352632090449, "lr": 0.001, "rank_data_time": 0.007923576500161289, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49777275399992504, "total_loss": 0.14296447281958535} {"data_time": 0.007856912000079319, "eta_seconds": 4995.9800178588375, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23798901853122856, "fast_rcnn/fg_cls_accuracy": 0.7620109814687714, "iteration": 4959, "loss_box_reg": 0.12196509912610054, "loss_cls": 0.05524696595966816, "loss_rpn_cls": 0.005795126082375646, "loss_rpn_loc": 0.007956202840432525, "lr": 0.001, "rank_data_time": 0.007856912000079319, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4986605035001048, "total_loss": 0.19244844105560333} {"data_time": 0.007103694500074198, "eta_seconds": 4984.578187859197, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20955315870570107, "fast_rcnn/fg_cls_accuracy": 0.7904468412942989, "iteration": 4979, "loss_box_reg": 0.07923606410622597, "loss_cls": 0.04363112524151802, "loss_rpn_cls": 0.0035596941597759724, "loss_rpn_loc": 0.00617073941975832, "lr": 0.001, "rank_data_time": 0.007103694500074198, "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": 0.4952534200001537, "total_loss": 0.12940055696526542} {"data_time": 0.008570028999656643, "eta_seconds": 4974.628929999199, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16252354048964218, "fast_rcnn/fg_cls_accuracy": 0.8255106475445458, "iteration": 4999, "loss_box_reg": 0.07813738659024239, "loss_cls": 0.040565550327301025, "loss_rpn_cls": 0.00413277093321085, "loss_rpn_loc": 0.006047201110050082, "lr": 0.001, "rank_data_time": 0.008570028999656643, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4891285994995087, "total_loss": 0.12973377935122699} {"data_time": 0.011379677499917307, "eta_seconds": 4967.341996824689, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.24206349206349206, "fast_rcnn/fg_cls_accuracy": 0.7579365079365079, "iteration": 5019, "loss_box_reg": 0.06311019510030746, "loss_cls": 0.03742014430463314, "loss_rpn_cls": 0.0032808916876092553, "loss_rpn_loc": 0.004464289639145136, "lr": 0.001, "rank_data_time": 0.011379677499917307, "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": 0.5081622500001686, "total_loss": 0.10883769660722464} {"data_time": 0.009069669000382419, "eta_seconds": 4957.447288143212, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19204059829059827, "fast_rcnn/fg_cls_accuracy": 0.8079594017094017, "iteration": 5039, "loss_box_reg": 0.09057467430830002, "loss_cls": 0.0447172112762928, "loss_rpn_cls": 0.004069033660925925, "loss_rpn_loc": 0.006779960356652737, "lr": 0.001, "rank_data_time": 0.009069669000382419, "roi_head/num_bg_samples": 483.75, "roi_head/num_fg_samples": 28.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5021126350002305, "total_loss": 0.14814424514770508} {"data_time": 0.009105137500228011, "eta_seconds": 4949.212249379416, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21078582434514637, "fast_rcnn/fg_cls_accuracy": 0.7892141756548536, "iteration": 5059, "loss_box_reg": 0.0930016040802002, "loss_cls": 0.0495265144854784, "loss_rpn_cls": 0.003995085367932916, "loss_rpn_loc": 0.007185966242104769, "lr": 0.001, "rank_data_time": 0.009105137500228011, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5067938495003546, "total_loss": 0.15947820839937776} {"data_time": 0.0075780975002999185, "eta_seconds": 4939.924856317084, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24859747545582048, "fast_rcnn/fg_cls_accuracy": 0.7514025245441796, "iteration": 5079, "loss_box_reg": 0.07731122896075249, "loss_cls": 0.04305901750922203, "loss_rpn_cls": 0.004537089494988322, "loss_rpn_loc": 0.005361892282962799, "lr": 0.001, "rank_data_time": 0.0075780975002999185, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4999016175001998, "total_loss": 0.13986338046379387} {"data_time": 0.009034998000061023, "eta_seconds": 4932.5530715983405, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23924349881796692, "fast_rcnn/fg_cls_accuracy": 0.7607565011820331, "iteration": 5099, "loss_box_reg": 0.08537734299898148, "loss_cls": 0.04834270291030407, "loss_rpn_cls": 0.0034842921886593103, "loss_rpn_loc": 0.004755351459607482, "lr": 0.001, "rank_data_time": 0.009034998000061023, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.503305806500066, "total_loss": 0.14497763334657066} {"data_time": 0.008637461000489566, "eta_seconds": 4923.936883579445, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22490842490842491, "fast_rcnn/fg_cls_accuracy": 0.7722943722943723, "iteration": 5119, "loss_box_reg": 0.08779839426279068, "loss_cls": 0.04359262064099312, "loss_rpn_cls": 0.004921306390315294, "loss_rpn_loc": 0.004421723075211048, "lr": 0.001, "rank_data_time": 0.008637461000489566, "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": 0.5014364234998538, "total_loss": 0.1378909052000381} {"data_time": 0.00946369749999576, "eta_seconds": 4914.54220684941, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2907824933687002, "fast_rcnn/fg_cls_accuracy": 0.7092175066312998, "iteration": 5139, "loss_box_reg": 0.10307484492659569, "loss_cls": 0.05539042316377163, "loss_rpn_cls": 0.004226922057569027, "loss_rpn_loc": 0.004904732573777437, "lr": 0.001, "rank_data_time": 0.00946369749999576, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021524280000449, "total_loss": 0.17274723132140934} {"data_time": 0.007405185999687092, "eta_seconds": 4904.573561399411, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22155870445344128, "fast_rcnn/fg_cls_accuracy": 0.7784412955465587, "iteration": 5159, "loss_box_reg": 0.07784739136695862, "loss_cls": 0.04609767906367779, "loss_rpn_cls": 0.0037916352739557624, "loss_rpn_loc": 0.00520973838865757, "lr": 0.001, "rank_data_time": 0.007405185999687092, "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": 0.49737916999993104, "total_loss": 0.1461032690713182} {"data_time": 0.00863515950004512, "eta_seconds": 4895.818810338415, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.22514812376563528, "fast_rcnn/fg_cls_accuracy": 0.7748518762343647, "iteration": 5179, "loss_box_reg": 0.06807932257652283, "loss_cls": 0.033946119248867035, "loss_rpn_cls": 0.004843804985284805, "loss_rpn_loc": 0.00424730172380805, "lr": 0.001, "rank_data_time": 0.00863515950004512, "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": 0.5032086844998958, "total_loss": 0.11012810608372092} {"data_time": 0.01044906049992278, "eta_seconds": 4886.924952699064, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22466329966329968, "fast_rcnn/fg_cls_accuracy": 0.7753367003367004, "iteration": 5199, "loss_box_reg": 0.090533297508955, "loss_cls": 0.04651557840406895, "loss_rpn_cls": 0.00573813496157527, "loss_rpn_loc": 0.005755451042205095, "lr": 0.001, "rank_data_time": 0.01044906049992278, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5009575965000295, "total_loss": 0.14781470235902816} {"data_time": 0.008448860999578756, "eta_seconds": 4876.087177379377, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.18620689655172415, "fast_rcnn/fg_cls_accuracy": 0.8137931034482759, "iteration": 5219, "loss_box_reg": 0.07466232776641846, "loss_cls": 0.03979357145726681, "loss_rpn_cls": 0.0031086589442566037, "loss_rpn_loc": 0.00473590730689466, "lr": 0.001, "rank_data_time": 0.008448860999578756, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4985738775003483, "total_loss": 0.11953562032431364} {"data_time": 0.008831134000047314, "eta_seconds": 4865.905457118424, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2129032258064516, "fast_rcnn/fg_cls_accuracy": 0.7870967741935484, "iteration": 5239, "loss_box_reg": 0.05850440636277199, "loss_cls": 0.03432222828269005, "loss_rpn_cls": 0.0024446705356240273, "loss_rpn_loc": 0.00682802265509963, "lr": 0.001, "rank_data_time": 0.008831134000047314, "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": 0.4965151285000502, "total_loss": 0.11191523022716865} {"data_time": 0.008645410500321304, "eta_seconds": 4856.559179858914, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28829787234042553, "fast_rcnn/fg_cls_accuracy": 0.7117021276595745, "iteration": 5259, "loss_box_reg": 0.08061191439628601, "loss_cls": 0.059654511511325836, "loss_rpn_cls": 0.004623976536095142, "loss_rpn_loc": 0.005886392900720239, "lr": 0.001, "rank_data_time": 0.008645410500321304, "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": 0.5005434344998321, "total_loss": 0.17915392278518993} {"data_time": 0.009145730499767524, "eta_seconds": 4847.031687779072, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2671721677074041, "fast_rcnn/fg_cls_accuracy": 0.7248718959400866, "iteration": 5279, "loss_box_reg": 0.06965255737304688, "loss_cls": 0.04097738489508629, "loss_rpn_cls": 0.004593702964484692, "loss_rpn_loc": 0.006505662575364113, "lr": 0.001, "rank_data_time": 0.009145730499767524, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.50719026950037, "total_loss": 0.12171490769833326} {"data_time": 0.009229582999978447, "eta_seconds": 4837.902882650405, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20552325581395348, "fast_rcnn/fg_cls_accuracy": 0.7944767441860465, "iteration": 5299, "loss_box_reg": 0.0886056199669838, "loss_cls": 0.04374108277261257, "loss_rpn_cls": 0.005809458903968334, "loss_rpn_loc": 0.006978977005928755, "lr": 0.001, "rank_data_time": 0.009229582999978447, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5021951045000606, "total_loss": 0.12862553959712386} {"data_time": 0.0077502680001089175, "eta_seconds": 4825.01950788057, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.20204081632653062, "fast_rcnn/fg_cls_accuracy": 0.7979591836734694, "iteration": 5319, "loss_box_reg": 0.07822668552398682, "loss_cls": 0.034022919833660126, "loss_rpn_cls": 0.0036483894800767303, "loss_rpn_loc": 0.00570618431083858, "lr": 0.001, "rank_data_time": 0.0077502680001089175, "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": 0.493202601500343, "total_loss": 0.11557130684377626} {"data_time": 0.007962892999785254, "eta_seconds": 4815.578914437465, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24773139745916517, "fast_rcnn/fg_cls_accuracy": 0.7383367139959433, "iteration": 5339, "loss_box_reg": 0.07240407168865204, "loss_cls": 0.04640196077525616, "loss_rpn_cls": 0.003557087853550911, "loss_rpn_loc": 0.006013358011841774, "lr": 0.001, "rank_data_time": 0.007962892999785254, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5035450010000204, "total_loss": 0.1444931518926751} {"data_time": 0.010104572000273038, "eta_seconds": 4807.625319980871, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20588235294117646, "fast_rcnn/fg_cls_accuracy": 0.7941176470588235, "iteration": 5359, "loss_box_reg": 0.06651103124022484, "loss_cls": 0.03947903588414192, "loss_rpn_cls": 0.004379392834380269, "loss_rpn_loc": 0.00443812576122582, "lr": 0.001, "rank_data_time": 0.010104572000273038, "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": 0.5020887645005132, "total_loss": 0.10948120313696563} {"data_time": 0.007758669500162796, "eta_seconds": 4797.650993590869, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 5379, "loss_box_reg": 0.1014341227710247, "loss_cls": 0.04346981644630432, "loss_rpn_cls": 0.004375997930765152, "loss_rpn_loc": 0.006591944955289364, "lr": 0.001, "rank_data_time": 0.007758669500162796, "roi_head/num_bg_samples": 482.0, "roi_head/num_fg_samples": 30.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49727156849985477, "total_loss": 0.1655364960897714} {"data_time": 0.010906171999522485, "eta_seconds": 4787.676667200867, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8032258064516129, "iteration": 5399, "loss_box_reg": 0.06926491111516953, "loss_cls": 0.035332443192601204, "loss_rpn_cls": 0.004190995125100017, "loss_rpn_loc": 0.004392954520881176, "lr": 0.001, "rank_data_time": 0.010906171999522485, "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": 0.5059308365002835, "total_loss": 0.11327549372799695} {"data_time": 0.010354496499985544, "eta_seconds": 4778.0525377104, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25991949396204717, "fast_rcnn/fg_cls_accuracy": 0.740080506037953, "iteration": 5419, "loss_box_reg": 0.08107993751764297, "loss_cls": 0.04442521370947361, "loss_rpn_cls": 0.00342005817219615, "loss_rpn_loc": 0.004087663721293211, "lr": 0.001, "rank_data_time": 0.010354496499985544, "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": 0.5040191529997173, "total_loss": 0.12986867548897862} {"data_time": 0.007197542499852716, "eta_seconds": 4766.44133402071, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1909722222222222, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 5439, "loss_box_reg": 0.05599153786897659, "loss_cls": 0.04039616510272026, "loss_rpn_cls": 0.00813545286655426, "loss_rpn_loc": 0.005696683656424284, "lr": 0.001, "rank_data_time": 0.007197542499852716, "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": 0.4883721135001906, "total_loss": 0.12218009808566421} {"data_time": 0.007497338499433681, "eta_seconds": 4755.122937630649, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21778656126482213, "fast_rcnn/fg_cls_accuracy": 0.7822134387351779, "iteration": 5459, "loss_box_reg": 0.07048137858510017, "loss_cls": 0.04053031839430332, "loss_rpn_cls": 0.008228922728449106, "loss_rpn_loc": 0.004665807820856571, "lr": 0.001, "rank_data_time": 0.007497338499433681, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4872977674995127, "total_loss": 0.12007162533700466} {"data_time": 0.010356609499922342, "eta_seconds": 4746.903788200252, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19101891953498973, "fast_rcnn/fg_cls_accuracy": 0.8089810804650103, "iteration": 5479, "loss_box_reg": 0.08007490262389183, "loss_cls": 0.04450066387653351, "loss_rpn_cls": 0.0064861467108130455, "loss_rpn_loc": 0.007125901756808162, "lr": 0.001, "rank_data_time": 0.010356609499922342, "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": 0.5022469860000456, "total_loss": 0.14189478708431125} {"data_time": 0.009265564000088489, "eta_seconds": 4737.17949349998, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24989995998399359, "fast_rcnn/fg_cls_accuracy": 0.7501000400160064, "iteration": 5499, "loss_box_reg": 0.07510565221309662, "loss_cls": 0.039810240268707275, "loss_rpn_cls": 0.0033076952677220106, "loss_rpn_loc": 0.0054197723511606455, "lr": 0.001, "rank_data_time": 0.009265564000088489, "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": 0.49345675450013005, "total_loss": 0.13033519667806104} {"data_time": 0.00810972649969699, "eta_seconds": 4727.20648403998, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2482051282051282, "fast_rcnn/fg_cls_accuracy": 0.7517948717948718, "iteration": 5519, "loss_box_reg": 0.08805498853325844, "loss_cls": 0.0568543653935194, "loss_rpn_cls": 0.006697752978652716, "loss_rpn_loc": 0.0059226625598967075, "lr": 0.001, "rank_data_time": 0.00810972649969699, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4937499725001544, "total_loss": 0.14680538943503052} {"data_time": 0.00825285349992555, "eta_seconds": 4715.369334278357, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22272727272727272, "fast_rcnn/fg_cls_accuracy": 0.7772727272727273, "iteration": 5539, "loss_box_reg": 0.08592749759554863, "loss_cls": 0.0413158368319273, "loss_rpn_cls": 0.003987791715189815, "loss_rpn_loc": 0.006558911642059684, "lr": 0.001, "rank_data_time": 0.00825285349992555, "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": 0.49355031650020464, "total_loss": 0.15232615009881556} {"data_time": 0.008212080999783211, "eta_seconds": 4705.400265918361, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17286585365853657, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 5559, "loss_box_reg": 0.07707638293504715, "loss_cls": 0.043820902705192566, "loss_rpn_cls": 0.004348098766058683, "loss_rpn_loc": 0.005132411373779178, "lr": 0.001, "rank_data_time": 0.008212080999783211, "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": 0.4950370180004029, "total_loss": 0.12128927372395992} {"data_time": 0.008434614000179863, "eta_seconds": 4691.551744827802, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.32457786116322707, "fast_rcnn/fg_cls_accuracy": 0.6754221388367729, "iteration": 5579, "loss_box_reg": 0.07258555293083191, "loss_cls": 0.043417586013674736, "loss_rpn_cls": 0.002724851365201175, "loss_rpn_loc": 0.0058541009202599525, "lr": 0.001, "rank_data_time": 0.008434614000179863, "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": 0.4886987654999757, "total_loss": 0.12930672988295555} {"data_time": 0.009070859499843209, "eta_seconds": 4678.7230577023365, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19615384615384618, "fast_rcnn/fg_cls_accuracy": 0.8038461538461539, "iteration": 5599, "loss_box_reg": 0.10504555702209473, "loss_cls": 0.04885553568601608, "loss_rpn_cls": 0.004962262464687228, "loss_rpn_loc": 0.006636560428887606, "lr": 0.001, "rank_data_time": 0.009070859499843209, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4912577189993499, "total_loss": 0.16580523527227342} {"data_time": 0.009252295999885973, "eta_seconds": 4668.3495483092065, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2029774872912128, "fast_rcnn/fg_cls_accuracy": 0.7970225127087872, "iteration": 5619, "loss_box_reg": 0.09058229252696037, "loss_cls": 0.04936462268233299, "loss_rpn_cls": 0.004563860362395644, "loss_rpn_loc": 0.005674474872648716, "lr": 0.001, "rank_data_time": 0.009252295999885973, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4911917330000506, "total_loss": 0.15159890055656433} {"data_time": 0.007917747000192321, "eta_seconds": 4658.737688280635, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1973015873015873, "fast_rcnn/fg_cls_accuracy": 0.8026984126984127, "iteration": 5639, "loss_box_reg": 0.06792453676462173, "loss_cls": 0.03517448157072067, "loss_rpn_cls": 0.003801903920248151, "loss_rpn_loc": 0.00405955477617681, "lr": 0.001, "rank_data_time": 0.007917747000192321, "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": 0.4994352835005884, "total_loss": 0.11032430619525257} {"data_time": 0.011413031000301999, "eta_seconds": 4650.197836360703, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2183833116036506, "fast_rcnn/fg_cls_accuracy": 0.7816166883963493, "iteration": 5659, "loss_box_reg": 0.0874989777803421, "loss_cls": 0.04359024949371815, "loss_rpn_cls": 0.004365123808383942, "loss_rpn_loc": 0.006484838435426354, "lr": 0.001, "rank_data_time": 0.011413031000301999, "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": 0.5051891154998884, "total_loss": 0.13904353338875808} {"data_time": 0.007397108000077424, "eta_seconds": 4638.828552860632, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 5679, "loss_box_reg": 0.06036289967596531, "loss_cls": 0.0353542435914278, "loss_rpn_cls": 0.004203403368592262, "loss_rpn_loc": 0.005429273005574942, "lr": 0.001, "rank_data_time": 0.007397108000077424, "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": 0.4877560095001172, "total_loss": 0.10562469094293192} {"data_time": 0.010708045499995933, "eta_seconds": 4628.949408152312, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21637426900584794, "fast_rcnn/fg_cls_accuracy": 0.7836257309941521, "iteration": 5699, "loss_box_reg": 0.06373132765293121, "loss_cls": 0.03410443942993879, "loss_rpn_cls": 0.0029940144158899784, "loss_rpn_loc": 0.00581435882486403, "lr": 0.001, "rank_data_time": 0.010708045499995933, "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": 0.4981836214997202, "total_loss": 0.10816354962298647} {"data_time": 0.009365462500227295, "eta_seconds": 4619.1398267191835, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1823469038658912, "fast_rcnn/fg_cls_accuracy": 0.8176530961341089, "iteration": 5719, "loss_box_reg": 0.06612060219049454, "loss_cls": 0.03117090556770563, "loss_rpn_cls": 0.0025558703346177936, "loss_rpn_loc": 0.005129150580614805, "lr": 0.001, "rank_data_time": 0.009365462500227295, "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": 0.5013979175000713, "total_loss": 0.10843902063788846} {"data_time": 0.007702482999775384, "eta_seconds": 4609.973439666537, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.19074844074844077, "fast_rcnn/fg_cls_accuracy": 0.8092515592515592, "iteration": 5739, "loss_box_reg": 0.06677651405334473, "loss_cls": 0.036727042868733406, "loss_rpn_cls": 0.004074567928910255, "loss_rpn_loc": 0.004643584368750453, "lr": 0.001, "rank_data_time": 0.007702482999775384, "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": 0.4980407604998618, "total_loss": 0.11495369579643011} {"data_time": 0.00822755849958412, "eta_seconds": 4600.409850960696, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18253035644339993, "fast_rcnn/fg_cls_accuracy": 0.8174696435566, "iteration": 5759, "loss_box_reg": 0.08539164438843727, "loss_cls": 0.03602347522974014, "loss_rpn_cls": 0.004084300249814987, "loss_rpn_loc": 0.0055330374743789434, "lr": 0.001, "rank_data_time": 0.00822755849958412, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49088650449948545, "total_loss": 0.13566107646329328} {"data_time": 0.008148486499521823, "eta_seconds": 4589.274698529189, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20185185185185184, "fast_rcnn/fg_cls_accuracy": 0.7981481481481482, "iteration": 5779, "loss_box_reg": 0.07907231152057648, "loss_cls": 0.04180442728102207, "loss_rpn_cls": 0.0031612564343959093, "loss_rpn_loc": 0.00490618241019547, "lr": 0.001, "rank_data_time": 0.008148486499521823, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48896831350020875, "total_loss": 0.13436119351536036} {"data_time": 0.008181362999494013, "eta_seconds": 4577.784299997256, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16951566951566951, "fast_rcnn/fg_cls_accuracy": 0.8304843304843305, "iteration": 5799, "loss_box_reg": 0.062271829694509506, "loss_cls": 0.036877088248729706, "loss_rpn_cls": 0.00554102030582726, "loss_rpn_loc": 0.00459238444454968, "lr": 0.001, "rank_data_time": 0.008181362999494013, "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": 0.4935548039998139, "total_loss": 0.11187656642869115} {"data_time": 0.008240405999913492, "eta_seconds": 4565.701591107008, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.21176470588235297, "fast_rcnn/fg_cls_accuracy": 0.7882352941176471, "iteration": 5819, "loss_box_reg": 0.07683181762695312, "loss_cls": 0.03630640171468258, "loss_rpn_cls": 0.0036181763280183077, "loss_rpn_loc": 0.005573599366471171, "lr": 0.001, "rank_data_time": 0.008240405999913492, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4884491010002421, "total_loss": 0.1136293982854113} {"data_time": 0.009104457999910665, "eta_seconds": 4553.8624896013425, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 5839, "loss_box_reg": 0.06802409887313843, "loss_cls": 0.04450126551091671, "loss_rpn_cls": 0.0030128424987196922, "loss_rpn_loc": 0.004903254099190235, "lr": 0.001, "rank_data_time": 0.009104457999910665, "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": 0.4889254509998864, "total_loss": 0.12298371543874964} {"data_time": 0.008521356000073865, "eta_seconds": 4545.345270439093, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1966123499142367, "fast_rcnn/fg_cls_accuracy": 0.8033876500857633, "iteration": 5859, "loss_box_reg": 0.07327526062726974, "loss_cls": 0.035269809886813164, "loss_rpn_cls": 0.002730269217863679, "loss_rpn_loc": 0.005644568474963307, "lr": 0.001, "rank_data_time": 0.008521356000073865, "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": 0.4980273595001563, "total_loss": 0.11784440267365426} {"data_time": 0.009391221999521804, "eta_seconds": 4533.287551919711, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20823095823095822, "fast_rcnn/fg_cls_accuracy": 0.7917690417690417, "iteration": 5879, "loss_box_reg": 0.07695595175027847, "loss_cls": 0.03626797907054424, "loss_rpn_cls": 0.0038868344854563475, "loss_rpn_loc": 0.00423746183514595, "lr": 0.001, "rank_data_time": 0.009391221999521804, "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": 0.4891855280002346, "total_loss": 0.12283894082065672} {"data_time": 0.007554842499757797, "eta_seconds": 4521.068338149826, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1835016835016835, "fast_rcnn/fg_cls_accuracy": 0.8164983164983165, "iteration": 5899, "loss_box_reg": 0.059067144989967346, "loss_cls": 0.0324992798268795, "loss_rpn_cls": 0.0024270486319437623, "loss_rpn_loc": 0.004582765977829695, "lr": 0.001, "rank_data_time": 0.007554842499757797, "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": 0.49318060500036154, "total_loss": 0.09339333375100978} {"data_time": 0.008688964999691962, "eta_seconds": 4512.10422877879, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19545840407470289, "fast_rcnn/fg_cls_accuracy": 0.8045415959252971, "iteration": 5919, "loss_box_reg": 0.07508909702301025, "loss_cls": 0.0411753561347723, "loss_rpn_cls": 0.0016348565695807338, "loss_rpn_loc": 0.005397431319579482, "lr": 0.001, "rank_data_time": 0.008688964999691962, "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": 0.4983511274999728, "total_loss": 0.12492955313064158} {"data_time": 0.009058738000021549, "eta_seconds": 4502.539968989795, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19994484280198566, "fast_rcnn/fg_cls_accuracy": 0.7946696696696697, "iteration": 5939, "loss_box_reg": 0.07717089354991913, "loss_cls": 0.035980671644210815, "loss_rpn_cls": 0.004767625825479627, "loss_rpn_loc": 0.0071453971322625875, "lr": 0.001, "rank_data_time": 0.009058738000021549, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49762192700018204, "total_loss": 0.12491874361876398} {"data_time": 0.009389708499838889, "eta_seconds": 4492.600587159795, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2188470066518847, "fast_rcnn/fg_cls_accuracy": 0.7800744109136006, "iteration": 5959, "loss_box_reg": 0.09098272770643234, "loss_cls": 0.04286317154765129, "loss_rpn_cls": 0.00240403157658875, "loss_rpn_loc": 0.005950465798377991, "lr": 0.001, "rank_data_time": 0.009389708499838889, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49648868650047007, "total_loss": 0.13908113329671323} {"data_time": 0.009228056499978265, "eta_seconds": 4484.528228067347, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.19836065573770492, "fast_rcnn/fg_cls_accuracy": 0.8016393442622951, "iteration": 5979, "loss_box_reg": 0.07846007496118546, "loss_cls": 0.03752264007925987, "loss_rpn_cls": 0.004518542904406786, "loss_rpn_loc": 0.006440137745812535, "lr": 0.001, "rank_data_time": 0.009228056499978265, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49863240250033414, "total_loss": 0.12887617258820683} {"data_time": 0.00812509300021702, "eta_seconds": 4475.722913999107, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17914438502673796, "fast_rcnn/fg_cls_accuracy": 0.820855614973262, "iteration": 5999, "loss_box_reg": 0.06941698864102364, "loss_cls": 0.036775100976228714, "loss_rpn_cls": 0.0036350524751469493, "loss_rpn_loc": 0.00475939572788775, "lr": 0.001, "rank_data_time": 0.00812509300021702, "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": 0.4961422865003442, "total_loss": 0.10725351580185816} {"data_time": 0.010381333499935863, "eta_seconds": 4464.641184927359, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 6019, "loss_box_reg": 0.06469004228711128, "loss_cls": 0.03017911035567522, "loss_rpn_cls": 0.0036016355734318495, "loss_rpn_loc": 0.0045596163254231215, "lr": 0.0001, "rank_data_time": 0.010381333499935863, "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": 0.49885673549988496, "total_loss": 0.10526589711662382} {"data_time": 0.009517647999928158, "eta_seconds": 4454.697663357365, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 6039, "loss_box_reg": 0.070662721991539, "loss_cls": 0.0324114803224802, "loss_rpn_cls": 0.0025411059614270926, "loss_rpn_loc": 0.00507703609764576, "lr": 0.0001, "rank_data_time": 0.009517647999928158, "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": 0.5011411129999033, "total_loss": 0.10586494764720555} {"data_time": 0.008664970000154426, "eta_seconds": 4442.8506861612095, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23214285714285715, "fast_rcnn/fg_cls_accuracy": 0.7678571428571428, "iteration": 6059, "loss_box_reg": 0.06597594916820526, "loss_cls": 0.05282225087285042, "loss_rpn_cls": 0.004499990958720446, "loss_rpn_loc": 0.005628240993246436, "lr": 0.0001, "rank_data_time": 0.008664970000154426, "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": 0.4915689280001061, "total_loss": 0.13745148887392133} {"data_time": 0.008386262500152952, "eta_seconds": 4432.911422881207, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1536195286195286, "fast_rcnn/fg_cls_accuracy": 0.8463804713804715, "iteration": 6079, "loss_box_reg": 0.05604228191077709, "loss_cls": 0.028272091411054134, "loss_rpn_cls": 0.002276378101669252, "loss_rpn_loc": 0.004380733240395784, "lr": 0.0001, "rank_data_time": 0.008386262500152952, "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": 0.49941841749978266, "total_loss": 0.0892743990989402} {"data_time": 0.010830019999957585, "eta_seconds": 4421.471650752437, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.16414565826330532, "fast_rcnn/fg_cls_accuracy": 0.8358543417366947, "iteration": 6099, "loss_box_reg": 0.06227593496441841, "loss_cls": 0.03596898913383484, "loss_rpn_cls": 0.003824822371825576, "loss_rpn_loc": 0.004573147976770997, "lr": 0.0001, "rank_data_time": 0.010830019999957585, "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": 0.49530561599976863, "total_loss": 0.10862994252238423} {"data_time": 0.00796838199994454, "eta_seconds": 4411.2595736395815, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 6119, "loss_box_reg": 0.05233297124505043, "loss_cls": 0.027954041957855225, "loss_rpn_cls": 0.0018203011713922024, "loss_rpn_loc": 0.004341154592111707, "lr": 0.0001, "rank_data_time": 0.00796838199994454, "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": 0.496426717999384, "total_loss": 0.084271248371806} {"data_time": 0.008960531499724311, "eta_seconds": 4397.957331555808, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17711598746081506, "fast_rcnn/fg_cls_accuracy": 0.822884012539185, "iteration": 6139, "loss_box_reg": 0.08328958228230476, "loss_cls": 0.04697507806122303, "loss_rpn_cls": 0.002933524432592094, "loss_rpn_loc": 0.005937214242294431, "lr": 0.0001, "rank_data_time": 0.008960531499724311, "roi_head/num_bg_samples": 482.25, "roi_head/num_fg_samples": 29.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4945050404999165, "total_loss": 0.15092997823376209} {"data_time": 0.009633235000364948, "eta_seconds": 4387.591287036794, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15545977011494252, "fast_rcnn/fg_cls_accuracy": 0.8362068965517242, "iteration": 6159, "loss_box_reg": 0.05679413862526417, "loss_cls": 0.029297414235770702, "loss_rpn_cls": 0.004048740724101663, "loss_rpn_loc": 0.005092687206342816, "lr": 0.0001, "rank_data_time": 0.009633235000364948, "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": 0.49415320050002265, "total_loss": 0.1014620671630837} {"data_time": 0.007719359500242717, "eta_seconds": 4377.400296564438, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19525904203323557, "fast_rcnn/fg_cls_accuracy": 0.8047409579667644, "iteration": 6179, "loss_box_reg": 0.052051179111003876, "loss_cls": 0.035065826028585434, "loss_rpn_cls": 0.002013175515457988, "loss_rpn_loc": 0.0047345347702503204, "lr": 0.0001, "rank_data_time": 0.007719359500242717, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49956242549978924, "total_loss": 0.09464868518989533} {"data_time": 0.00725155200007066, "eta_seconds": 4366.281370003708, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.16333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8366666666666667, "iteration": 6199, "loss_box_reg": 0.05485563166439533, "loss_cls": 0.029904749244451523, "loss_rpn_cls": 0.0025414236588403583, "loss_rpn_loc": 0.005671550752595067, "lr": 0.0001, "rank_data_time": 0.00725155200007066, "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": 0.4948736200003623, "total_loss": 0.09107491769827902} {"data_time": 0.008754314500038163, "eta_seconds": 4356.001947910036, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14586966862216583, "fast_rcnn/fg_cls_accuracy": 0.8541303313778341, "iteration": 6219, "loss_box_reg": 0.06643886119127274, "loss_cls": 0.03977693244814873, "loss_rpn_cls": 0.002342698280699551, "loss_rpn_loc": 0.005157858366146684, "lr": 0.0001, "rank_data_time": 0.008754314500038163, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49666459799982476, "total_loss": 0.11071383512171451} {"data_time": 0.007721473499714193, "eta_seconds": 4345.487387040521, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20185185185185184, "fast_rcnn/fg_cls_accuracy": 0.7981481481481482, "iteration": 6239, "loss_box_reg": 0.07468868419528008, "loss_cls": 0.04129590839147568, "loss_rpn_cls": 0.0020960301626473665, "loss_rpn_loc": 0.005387530662119389, "lr": 0.0001, "rank_data_time": 0.007721473499714193, "roi_head/num_bg_samples": 484.0, "roi_head/num_fg_samples": 28.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49291855699993903, "total_loss": 0.12207869783742353} {"data_time": 0.008695009500115702, "eta_seconds": 4332.724101021568, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1229260935143288, "fast_rcnn/fg_cls_accuracy": 0.8770739064856712, "iteration": 6259, "loss_box_reg": 0.07469531148672104, "loss_cls": 0.03486628644168377, "loss_rpn_cls": 0.002306942013092339, "loss_rpn_loc": 0.005113178864121437, "lr": 0.0001, "rank_data_time": 0.008695009500115702, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49048015099970144, "total_loss": 0.127387480402831} {"data_time": 0.008742400499613723, "eta_seconds": 4322.087576397789, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 6279, "loss_box_reg": 0.06787006929516792, "loss_cls": 0.03100214432924986, "loss_rpn_cls": 0.002782123629003763, "loss_rpn_loc": 0.003999687265604734, "lr": 0.0001, "rank_data_time": 0.008742400499613723, "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": 0.49613250949960275, "total_loss": 0.11117856670171022} {"data_time": 0.008093693499631627, "eta_seconds": 4312.750293149611, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1580931263858093, "fast_rcnn/fg_cls_accuracy": 0.8419068736141906, "iteration": 6299, "loss_box_reg": 0.06252425909042358, "loss_cls": 0.03556092269718647, "loss_rpn_cls": 0.002562467008829117, "loss_rpn_loc": 0.005190294468775392, "lr": 0.0001, "rank_data_time": 0.008093693499631627, "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": 0.49794445150018873, "total_loss": 0.11400362243875861} {"data_time": 0.007786995500282501, "eta_seconds": 4302.835924659612, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15192307692307694, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 6319, "loss_box_reg": 0.061186982318758965, "loss_cls": 0.029465154744684696, "loss_rpn_cls": 0.004238439607433975, "loss_rpn_loc": 0.003583533107303083, "lr": 0.0001, "rank_data_time": 0.007786995500282501, "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": 0.4969471539998267, "total_loss": 0.09786450090905419} {"data_time": 0.007790070499595458, "eta_seconds": 4291.0015951970945, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.19223484848484848, "fast_rcnn/fg_cls_accuracy": 0.8077651515151515, "iteration": 6339, "loss_box_reg": 0.057597441598773, "loss_cls": 0.03501725755631924, "loss_rpn_cls": 0.002864255802705884, "loss_rpn_loc": 0.004752420354634523, "lr": 0.0001, "rank_data_time": 0.007790070499595458, "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": 0.4934764654999526, "total_loss": 0.10357354779262096} {"data_time": 0.008927163999942422, "eta_seconds": 4281.091660797101, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16987179487179488, "fast_rcnn/fg_cls_accuracy": 0.8301282051282051, "iteration": 6359, "loss_box_reg": 0.06622566282749176, "loss_cls": 0.03181082010269165, "loss_rpn_cls": 0.0027980400482192636, "loss_rpn_loc": 0.004879523999989033, "lr": 0.0001, "rank_data_time": 0.008927163999942422, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5023005920002106, "total_loss": 0.1114722189377062} {"data_time": 0.007863084500058903, "eta_seconds": 4271.673885297987, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1986842105263158, "fast_rcnn/fg_cls_accuracy": 0.8013157894736842, "iteration": 6379, "loss_box_reg": 0.08208541199564934, "loss_cls": 0.048140428960323334, "loss_rpn_cls": 0.002730625681579113, "loss_rpn_loc": 0.006030575605109334, "lr": 0.0001, "rank_data_time": 0.007863084500058903, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5014870694999445, "total_loss": 0.14104348560795188} {"data_time": 0.00908011500041539, "eta_seconds": 4263.321197801542, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.135258358662614, "fast_rcnn/fg_cls_accuracy": 0.8647416413373861, "iteration": 6399, "loss_box_reg": 0.0611027367413044, "loss_cls": 0.029560166411101818, "loss_rpn_cls": 0.003562475321814418, "loss_rpn_loc": 0.004450286738574505, "lr": 0.0001, "rank_data_time": 0.00908011500041539, "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": 0.5020470414997362, "total_loss": 0.09122537053190172} {"data_time": 0.010784391000015603, "eta_seconds": 4252.696262097825, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11607476635514019, "fast_rcnn/fg_cls_accuracy": 0.8839252336448598, "iteration": 6419, "loss_box_reg": 0.04967925511300564, "loss_cls": 0.027378585189580917, "loss_rpn_cls": 0.0030920570716261864, "loss_rpn_loc": 0.003970046993345022, "lr": 0.0001, "rank_data_time": 0.010784391000015603, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5051731305002249, "total_loss": 0.09358149534091353} {"data_time": 0.008951657499892463, "eta_seconds": 4244.161792362611, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.13484848484848483, "fast_rcnn/fg_cls_accuracy": 0.8651515151515152, "iteration": 6439, "loss_box_reg": 0.04968257062137127, "loss_cls": 0.023447160609066486, "loss_rpn_cls": 0.0034818919375538826, "loss_rpn_loc": 0.0036098590353503823, "lr": 0.0001, "rank_data_time": 0.008951657499892463, "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": 0.4862265664996812, "total_loss": 0.08697955454408657} {"data_time": 0.009074159999727271, "eta_seconds": 4237.267956322694, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.19523809523809524, "fast_rcnn/fg_cls_accuracy": 0.8047619047619048, "iteration": 6459, "loss_box_reg": 0.06346635706722736, "loss_cls": 0.03371539153158665, "loss_rpn_cls": 0.0040555717423558235, "loss_rpn_loc": 0.004377446370199323, "lr": 0.0001, "rank_data_time": 0.009074159999727271, "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": 0.49745267400021476, "total_loss": 0.09956571133807302} {"data_time": 0.00850412950012469, "eta_seconds": 4226.428759020146, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14877049180327867, "fast_rcnn/fg_cls_accuracy": 0.8512295081967213, "iteration": 6479, "loss_box_reg": 0.05453971214592457, "loss_cls": 0.030108791776001453, "loss_rpn_cls": 0.0024146261857822537, "loss_rpn_loc": 0.004626599606126547, "lr": 0.0001, "rank_data_time": 0.00850412950012469, "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": 0.4917140180004935, "total_loss": 0.08835499035194516} {"data_time": 0.007848990500406217, "eta_seconds": 4216.143590497495, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1425204918032787, "fast_rcnn/fg_cls_accuracy": 0.8574795081967213, "iteration": 6499, "loss_box_reg": 0.07158684358000755, "loss_cls": 0.032936256378889084, "loss_rpn_cls": 0.0018582590855658054, "loss_rpn_loc": 0.005124272778630257, "lr": 0.0001, "rank_data_time": 0.007848990500406217, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49135361400021793, "total_loss": 0.11438281857408583} {"data_time": 0.00948356499975489, "eta_seconds": 4208.125219119611, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16076042820228867, "fast_rcnn/fg_cls_accuracy": 0.8392395717977114, "iteration": 6519, "loss_box_reg": 0.06603137589991093, "loss_cls": 0.033639988861978054, "loss_rpn_cls": 0.0032361457124352455, "loss_rpn_loc": 0.004365039989352226, "lr": 0.0001, "rank_data_time": 0.00948356499975489, "roi_head/num_bg_samples": 484.0, "roi_head/num_fg_samples": 28.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5054636199997731, "total_loss": 0.10870034658000804} {"data_time": 0.00961279250032021, "eta_seconds": 4198.348745818466, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1512292738707833, "fast_rcnn/fg_cls_accuracy": 0.8487707261292168, "iteration": 6539, "loss_box_reg": 0.06198630481958389, "loss_cls": 0.03233159240335226, "loss_rpn_cls": 0.0036254010628908873, "loss_rpn_loc": 0.005880830809473991, "lr": 0.0001, "rank_data_time": 0.00961279250032021, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.496721723000519, "total_loss": 0.09781033593753818} {"data_time": 0.00828542799990828, "eta_seconds": 4188.326241399172, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 6559, "loss_box_reg": 0.05061493627727032, "loss_cls": 0.02349754422903061, "loss_rpn_cls": 0.0023733099224045873, "loss_rpn_loc": 0.00527105713263154, "lr": 0.0001, "rank_data_time": 0.00828542799990828, "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": 0.49406399949930346, "total_loss": 0.08203634596429765} {"data_time": 0.008491133999996237, "eta_seconds": 4178.498397138474, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15707236842105263, "fast_rcnn/fg_cls_accuracy": 0.8429276315789473, "iteration": 6579, "loss_box_reg": 0.11416321247816086, "loss_cls": 0.045774539932608604, "loss_rpn_cls": 0.004407361848279834, "loss_rpn_loc": 0.0058137355372309685, "lr": 0.0001, "rank_data_time": 0.008491133999996237, "roi_head/num_bg_samples": 483.75, "roi_head/num_fg_samples": 28.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4862374054996508, "total_loss": 0.1696372221922502} {"data_time": 0.010104279500410485, "eta_seconds": 4169.204390396953, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15561181434599156, "fast_rcnn/fg_cls_accuracy": 0.8443881856540085, "iteration": 6599, "loss_box_reg": 0.09632159024477005, "loss_cls": 0.04048855043947697, "loss_rpn_cls": 0.0038402455393224955, "loss_rpn_loc": 0.0072567041497677565, "lr": 0.0001, "rank_data_time": 0.010104279500410485, "roi_head/num_bg_samples": 480.5, "roi_head/num_fg_samples": 31.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5033830879997367, "total_loss": 0.15779319580178708} {"data_time": 0.007741854000414605, "eta_seconds": 4159.819166034204, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1373076923076923, "fast_rcnn/fg_cls_accuracy": 0.8626923076923076, "iteration": 6619, "loss_box_reg": 0.06506367027759552, "loss_cls": 0.03123626671731472, "loss_rpn_cls": 0.002707808860577643, "loss_rpn_loc": 0.003987115807831287, "lr": 0.0001, "rank_data_time": 0.007741854000414605, "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": 0.49420940949994474, "total_loss": 0.10280890855938196} {"data_time": 0.008404698499816732, "eta_seconds": 4149.445224102637, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1751918158567775, "fast_rcnn/fg_cls_accuracy": 0.8248081841432224, "iteration": 6639, "loss_box_reg": 0.07079394534230232, "loss_cls": 0.029994504526257515, "loss_rpn_cls": 0.0030667372047901154, "loss_rpn_loc": 0.0041894265450537205, "lr": 0.0001, "rank_data_time": 0.008404698499816732, "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": 0.4964227004998065, "total_loss": 0.11327149358112365} {"data_time": 0.009192875499593356, "eta_seconds": 4139.195551137036, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.20648038829857013, "fast_rcnn/fg_cls_accuracy": 0.7935196117014298, "iteration": 6659, "loss_box_reg": 0.0711711049079895, "loss_cls": 0.0405321903526783, "loss_rpn_cls": 0.00463448278605938, "loss_rpn_loc": 0.0051755772437900305, "lr": 0.0001, "rank_data_time": 0.009192875499593356, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5003843660001621, "total_loss": 0.12030448182485998} {"data_time": 0.008109858000352688, "eta_seconds": 4133.036664639076, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15931742675928723, "fast_rcnn/fg_cls_accuracy": 0.8406825732407128, "iteration": 6679, "loss_box_reg": 0.08143077790737152, "loss_cls": 0.039201173931360245, "loss_rpn_cls": 0.003013079287484288, "loss_rpn_loc": 0.005285309627652168, "lr": 0.0001, "rank_data_time": 0.008109858000352688, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49986425399993095, "total_loss": 0.1316524816211313} {"data_time": 0.007615072499902453, "eta_seconds": 4119.6645167526185, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13291900561347234, "fast_rcnn/fg_cls_accuracy": 0.8670809943865276, "iteration": 6699, "loss_box_reg": 0.05386964604258537, "loss_cls": 0.027669181115925312, "loss_rpn_cls": 0.0016022405470721424, "loss_rpn_loc": 0.0035164967412129045, "lr": 0.0001, "rank_data_time": 0.007615072499902453, "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": 0.4865382714997395, "total_loss": 0.08608334639575332} {"data_time": 0.007924457499939308, "eta_seconds": 4108.857139800493, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17724358974358972, "fast_rcnn/fg_cls_accuracy": 0.8227564102564102, "iteration": 6719, "loss_box_reg": 0.06747421249747276, "loss_cls": 0.0382769200950861, "loss_rpn_cls": 0.003256442374549806, "loss_rpn_loc": 0.004425183404237032, "lr": 0.0001, "rank_data_time": 0.007924457499939308, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4899476085001879, "total_loss": 0.11286965932231396} {"data_time": 0.008476021500428033, "eta_seconds": 4098.952159189621, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15182241710057548, "fast_rcnn/fg_cls_accuracy": 0.8481775828994245, "iteration": 6739, "loss_box_reg": 0.07318392768502235, "loss_cls": 0.03578528016805649, "loss_rpn_cls": 0.0014537535607814789, "loss_rpn_loc": 0.004656377714127302, "lr": 0.0001, "rank_data_time": 0.008476021500428033, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5002499129996067, "total_loss": 0.11771408934146166} {"data_time": 0.008914085000014893, "eta_seconds": 4089.5649090370716, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16043715846994536, "fast_rcnn/fg_cls_accuracy": 0.8395628415300547, "iteration": 6759, "loss_box_reg": 0.06693577766418457, "loss_cls": 0.03327144309878349, "loss_rpn_cls": 0.002784116775728762, "loss_rpn_loc": 0.004603747511282563, "lr": 0.0001, "rank_data_time": 0.008914085000014893, "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": 0.5005982935003885, "total_loss": 0.10846398083958775} {"data_time": 0.007288945000709646, "eta_seconds": 4081.088961241685, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.16479166666666667, "fast_rcnn/fg_cls_accuracy": 0.8352083333333333, "iteration": 6779, "loss_box_reg": 0.06647995859384537, "loss_cls": 0.02896350994706154, "loss_rpn_cls": 0.0030437461100518703, "loss_rpn_loc": 0.00473548867739737, "lr": 0.0001, "rank_data_time": 0.007288945000709646, "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": 0.5029989029999342, "total_loss": 0.10110961168538779} {"data_time": 0.00992004299951077, "eta_seconds": 4069.966905498677, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10101867572156197, "fast_rcnn/fg_cls_accuracy": 0.898981324278438, "iteration": 6799, "loss_box_reg": 0.06585106626152992, "loss_cls": 0.030487559735774994, "loss_rpn_cls": 0.0020046806312166154, "loss_rpn_loc": 0.005481192842125893, "lr": 0.0001, "rank_data_time": 0.00992004299951077, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.493478960000175, "total_loss": 0.10736723680747673} {"data_time": 0.008976912000434822, "eta_seconds": 4060.5799019824644, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14039408866995073, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 6819, "loss_box_reg": 0.06160213425755501, "loss_cls": 0.03063904121518135, "loss_rpn_cls": 0.0013571811723522842, "loss_rpn_loc": 0.004087376873940229, "lr": 0.0001, "rank_data_time": 0.008976912000434822, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49263286100040204, "total_loss": 0.095705040555913} {"data_time": 0.0119104119999065, "eta_seconds": 4050.2456738425826, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14039408866995073, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 6839, "loss_box_reg": 0.07477252557873726, "loss_cls": 0.03305934555828571, "loss_rpn_cls": 0.0017659214208833873, "loss_rpn_loc": 0.004353431286290288, "lr": 0.0001, "rank_data_time": 0.0119104119999065, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49147488449989396, "total_loss": 0.1136094905086793} {"data_time": 0.010142890999759402, "eta_seconds": 4039.7529687888073, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1307911617961511, "fast_rcnn/fg_cls_accuracy": 0.8692088382038489, "iteration": 6859, "loss_box_reg": 0.057108184322714806, "loss_cls": 0.030392656102776527, "loss_rpn_cls": 0.0027828410966321826, "loss_rpn_loc": 0.004621326457709074, "lr": 0.0001, "rank_data_time": 0.010142890999759402, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4937900835002438, "total_loss": 0.0916089016245678} {"data_time": 0.00928883050028162, "eta_seconds": 4031.4406770416645, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1379492600422833, "fast_rcnn/fg_cls_accuracy": 0.8620507399577166, "iteration": 6879, "loss_box_reg": 0.05399716645479202, "loss_cls": 0.029880627989768982, "loss_rpn_cls": 0.004184599034488201, "loss_rpn_loc": 0.0038754751440137625, "lr": 0.0001, "rank_data_time": 0.00928883050028162, "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": 0.49834485950032104, "total_loss": 0.08661031629890203} {"data_time": 0.008002526999916881, "eta_seconds": 4023.652692598489, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14751552795031056, "fast_rcnn/fg_cls_accuracy": 0.8524844720496894, "iteration": 6899, "loss_box_reg": 0.048459241166710854, "loss_cls": 0.027578056789934635, "loss_rpn_cls": 0.003011931083165109, "loss_rpn_loc": 0.0032646238105371594, "lr": 0.0001, "rank_data_time": 0.008002526999916881, "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": 0.49539184800005387, "total_loss": 0.08241261090734042} {"data_time": 0.007883728000251722, "eta_seconds": 4010.5373829225573, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12961926091825307, "fast_rcnn/fg_cls_accuracy": 0.870380739081747, "iteration": 6919, "loss_box_reg": 0.048555050045251846, "loss_cls": 0.026954432018101215, "loss_rpn_cls": 0.0025409936206415296, "loss_rpn_loc": 0.003363534575328231, "lr": 0.0001, "rank_data_time": 0.007883728000251722, "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": 0.4929086739998638, "total_loss": 0.07830090067000128} {"data_time": 0.007785460999912175, "eta_seconds": 3999.845259018539, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.09423076923076923, "fast_rcnn/fg_cls_accuracy": 0.9057692307692308, "iteration": 6939, "loss_box_reg": 0.05764635466039181, "loss_cls": 0.022034975700080395, "loss_rpn_cls": 0.002388899796642363, "loss_rpn_loc": 0.0048708554822951555, "lr": 0.0001, "rank_data_time": 0.007785460999912175, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4809508035000363, "total_loss": 0.08939884963911027} {"data_time": 0.008457303999875876, "eta_seconds": 3989.779099259631, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.135632183908046, "fast_rcnn/fg_cls_accuracy": 0.864367816091954, "iteration": 6959, "loss_box_reg": 0.07362769916653633, "loss_cls": 0.03682042844593525, "loss_rpn_cls": 0.0027666627429425716, "loss_rpn_loc": 0.004452502820640802, "lr": 0.0001, "rank_data_time": 0.008457303999875876, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49143980150029165, "total_loss": 0.1189847569912672} {"data_time": 0.008609985000475717, "eta_seconds": 3978.6123706101625, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17757575757575758, "fast_rcnn/fg_cls_accuracy": 0.8224242424242425, "iteration": 6979, "loss_box_reg": 0.06750728189945221, "loss_cls": 0.030349869281053543, "loss_rpn_cls": 0.0031809755600988865, "loss_rpn_loc": 0.0049225634429603815, "lr": 0.0001, "rank_data_time": 0.008609985000475717, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49565170149980986, "total_loss": 0.10990484850481153} {"data_time": 0.008665741499953583, "eta_seconds": 3968.3929679995344, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10874704491725767, "fast_rcnn/fg_cls_accuracy": 0.8843085106382979, "iteration": 6999, "loss_box_reg": 0.04527776688337326, "loss_cls": 0.026441695168614388, "loss_rpn_cls": 0.0031145738903433084, "loss_rpn_loc": 0.00477033038623631, "lr": 0.0001, "rank_data_time": 0.008665741499953583, "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": 0.49393722350032476, "total_loss": 0.07817933087062556} {"data_time": 0.008544628999970882, "eta_seconds": 3957.8296434592903, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 7019, "loss_box_reg": 0.06501134857535362, "loss_cls": 0.03253377228975296, "loss_rpn_cls": 0.0019803360337391496, "loss_rpn_loc": 0.005406042328104377, "lr": 0.0001, "rank_data_time": 0.008544628999970882, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4914125095001509, "total_loss": 0.10545128432568163} {"data_time": 0.008767449000060878, "eta_seconds": 3945.7880672615647, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.16835187057633974, "fast_rcnn/fg_cls_accuracy": 0.8316481294236603, "iteration": 7039, "loss_box_reg": 0.058437664061784744, "loss_cls": 0.028008917346596718, "loss_rpn_cls": 0.0016810836386866868, "loss_rpn_loc": 0.004557075910270214, "lr": 0.0001, "rank_data_time": 0.008767449000060878, "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": 0.4913074024998423, "total_loss": 0.0953760108386632} {"data_time": 0.009739413499573857, "eta_seconds": 3936.5385175507163, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.17666666666666667, "fast_rcnn/fg_cls_accuracy": 0.8233333333333334, "iteration": 7059, "loss_box_reg": 0.04855120740830898, "loss_cls": 0.02503027208149433, "loss_rpn_cls": 0.003051612642593682, "loss_rpn_loc": 0.0046888242941349745, "lr": 0.0001, "rank_data_time": 0.009739413499573857, "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": 0.4968762539997442, "total_loss": 0.08330365031724796} {"data_time": 0.008746086999963154, "eta_seconds": 3926.409894003118, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.19279907084785133, "fast_rcnn/fg_cls_accuracy": 0.8072009291521487, "iteration": 7079, "loss_box_reg": 0.06197329983115196, "loss_cls": 0.045820945873856544, "loss_rpn_cls": 0.0038087244611233473, "loss_rpn_loc": 0.004472120199352503, "lr": 0.0001, "rank_data_time": 0.008746086999963154, "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": 0.4959222329998738, "total_loss": 0.12280552420997992} {"data_time": 0.008729044999654434, "eta_seconds": 3917.486740250388, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11495388669301712, "fast_rcnn/fg_cls_accuracy": 0.8850461133069829, "iteration": 7099, "loss_box_reg": 0.058290544897317886, "loss_cls": 0.028454401530325413, "loss_rpn_cls": 0.005535654257982969, "loss_rpn_loc": 0.004082075320184231, "lr": 0.0001, "rank_data_time": 0.008729044999654434, "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": 0.49752806299966323, "total_loss": 0.094006345665548} {"data_time": 0.009799119499803055, "eta_seconds": 3908.232780759299, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1436535162950257, "fast_rcnn/fg_cls_accuracy": 0.8563464837049743, "iteration": 7119, "loss_box_reg": 0.04920477792620659, "loss_cls": 0.029724393039941788, "loss_rpn_cls": 0.004291347227990627, "loss_rpn_loc": 0.0040860355366021395, "lr": 0.0001, "rank_data_time": 0.009799119499803055, "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": 0.5016890530000637, "total_loss": 0.08603263250552118} {"data_time": 0.010767373500129906, "eta_seconds": 3898.514266590073, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.17360114777618366, "fast_rcnn/fg_cls_accuracy": 0.8263988522238164, "iteration": 7139, "loss_box_reg": 0.0729137733578682, "loss_cls": 0.03621795400977135, "loss_rpn_cls": 0.0034322517458349466, "loss_rpn_loc": 0.0051724647637456656, "lr": 0.0001, "rank_data_time": 0.010767373500129906, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4996834875000786, "total_loss": 0.12064893310889602} {"data_time": 0.008144981500208814, "eta_seconds": 3888.594382960073, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.15343137254901962, "fast_rcnn/fg_cls_accuracy": 0.8465686274509804, "iteration": 7159, "loss_box_reg": 0.049226900562644005, "loss_cls": 0.02751225233078003, "loss_rpn_cls": 0.002342338557355106, "loss_rpn_loc": 0.003970224875956774, "lr": 0.0001, "rank_data_time": 0.008144981500208814, "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": 0.492862513000091, "total_loss": 0.07761368653154932} {"data_time": 0.009589082500042423, "eta_seconds": 3878.791185458267, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1610810810810811, "fast_rcnn/fg_cls_accuracy": 0.8389189189189189, "iteration": 7179, "loss_box_reg": 0.06576327048242092, "loss_cls": 0.0404947604984045, "loss_rpn_cls": 0.003448604024015367, "loss_rpn_loc": 0.005469631869345903, "lr": 0.0001, "rank_data_time": 0.009589082500042423, "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": 0.502494224500424, "total_loss": 0.11143377108965069} {"data_time": 0.009513819499716192, "eta_seconds": 3868.98186869812, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15640096618357488, "fast_rcnn/fg_cls_accuracy": 0.8435990338164252, "iteration": 7199, "loss_box_reg": 0.05247077718377113, "loss_cls": 0.03057350404560566, "loss_rpn_cls": 0.0021878215484321117, "loss_rpn_loc": 0.004660616861656308, "lr": 0.0001, "rank_data_time": 0.009513819499716192, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4970311945003232, "total_loss": 0.0921486378647387} {"data_time": 0.009140067000316776, "eta_seconds": 3858.950821338276, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12701612903225806, "fast_rcnn/fg_cls_accuracy": 0.872983870967742, "iteration": 7219, "loss_box_reg": 0.08983580395579338, "loss_cls": 0.039576753973960876, "loss_rpn_cls": 0.0024582567857578397, "loss_rpn_loc": 0.0055894325487315655, "lr": 0.0001, "rank_data_time": 0.009140067000316776, "roi_head/num_bg_samples": 482.0, "roi_head/num_fg_samples": 30.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.493374074500025, "total_loss": 0.14943182573188096} {"data_time": 0.007893767999576085, "eta_seconds": 3848.71654551931, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17565359477124182, "fast_rcnn/fg_cls_accuracy": 0.8243464052287581, "iteration": 7239, "loss_box_reg": 0.06881757080554962, "loss_cls": 0.037076445296406746, "loss_rpn_cls": 0.0034600328654050827, "loss_rpn_loc": 0.003831107052974403, "lr": 0.0001, "rank_data_time": 0.007893767999576085, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48936593950020324, "total_loss": 0.11155175790190697} {"data_time": 0.010020091000114917, "eta_seconds": 3839.110457218285, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18989769820971866, "fast_rcnn/fg_cls_accuracy": 0.7899159663865546, "iteration": 7259, "loss_box_reg": 0.06050325743854046, "loss_cls": 0.03545401617884636, "loss_rpn_cls": 0.002589720650576055, "loss_rpn_loc": 0.005024699028581381, "lr": 0.0001, "rank_data_time": 0.010020091000114917, "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": 0.4946315495003546, "total_loss": 0.10820400563534349} {"data_time": 0.008550486999865825, "eta_seconds": 3829.300003378139, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 7279, "loss_box_reg": 0.051193173974752426, "loss_cls": 0.030532260425388813, "loss_rpn_cls": 0.003103059367276728, "loss_rpn_loc": 0.004008879419416189, "lr": 0.0001, "rank_data_time": 0.008550486999865825, "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": 0.49690718949977963, "total_loss": 0.08630027058097767} {"data_time": 0.010251271000470297, "eta_seconds": 3818.958427899315, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13486842105263158, "fast_rcnn/fg_cls_accuracy": 0.8651315789473684, "iteration": 7299, "loss_box_reg": 0.059133466333150864, "loss_cls": 0.03361471742391586, "loss_rpn_cls": 0.0015276619233191013, "loss_rpn_loc": 0.005479853833094239, "lr": 0.0001, "rank_data_time": 0.010251271000470297, "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": 0.4949273094998716, "total_loss": 0.10164145193994045} {"data_time": 0.009800392500437738, "eta_seconds": 3807.8702092787717, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14644607843137256, "fast_rcnn/fg_cls_accuracy": 0.8535539215686274, "iteration": 7319, "loss_box_reg": 0.06909256428480148, "loss_cls": 0.03308019693940878, "loss_rpn_cls": 0.0044808597303926945, "loss_rpn_loc": 0.004676890559494495, "lr": 0.0001, "rank_data_time": 0.009800392500437738, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49317002600037085, "total_loss": 0.12332114519085735} {"data_time": 0.008323561500219512, "eta_seconds": 3799.314131918127, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13611111111111113, "fast_rcnn/fg_cls_accuracy": 0.8638888888888889, "iteration": 7339, "loss_box_reg": 0.05212569981813431, "loss_cls": 0.023821032606065273, "loss_rpn_cls": 0.0023159158881753683, "loss_rpn_loc": 0.0032349126413464546, "lr": 0.0001, "rank_data_time": 0.008323561500219512, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4973345650000738, "total_loss": 0.08440176583826542} {"data_time": 0.008107271999961085, "eta_seconds": 3788.037551938778, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11616161616161616, "fast_rcnn/fg_cls_accuracy": 0.8838383838383839, "iteration": 7359, "loss_box_reg": 0.06099713034927845, "loss_cls": 0.032017423771321774, "loss_rpn_cls": 0.0027931933291256428, "loss_rpn_loc": 0.0037807553308084607, "lr": 0.0001, "rank_data_time": 0.008107271999961085, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49691923550017236, "total_loss": 0.10208723566029221} {"data_time": 0.008957706000273902, "eta_seconds": 3776.948082361623, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11046511627906977, "fast_rcnn/fg_cls_accuracy": 0.8895348837209303, "iteration": 7379, "loss_box_reg": 0.053505485877394676, "loss_cls": 0.02770558651536703, "loss_rpn_cls": 0.002273906138725579, "loss_rpn_loc": 0.004141411278396845, "lr": 0.0001, "rank_data_time": 0.008957706000273902, "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": 0.4932232174996898, "total_loss": 0.09290545573458076} {"data_time": 0.009599112499927287, "eta_seconds": 3765.9610630022144, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1826388888888889, "fast_rcnn/fg_cls_accuracy": 0.8173611111111111, "iteration": 7399, "loss_box_reg": 0.06002034619450569, "loss_cls": 0.025335426442325115, "loss_rpn_cls": 0.0029748729430139065, "loss_rpn_loc": 0.004552713595330715, "lr": 0.0001, "rank_data_time": 0.009599112499927287, "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": 0.49813943749995815, "total_loss": 0.09418822210864164} {"data_time": 0.008255436000126792, "eta_seconds": 3755.1739477160118, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10858585858585859, "fast_rcnn/fg_cls_accuracy": 0.8914141414141414, "iteration": 7419, "loss_box_reg": 0.052221233025193214, "loss_cls": 0.02827869914472103, "loss_rpn_cls": 0.003376368200406432, "loss_rpn_loc": 0.0038144226418808103, "lr": 0.0001, "rank_data_time": 0.008255436000126792, "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": 0.4917090774997632, "total_loss": 0.09002533988677897} {"data_time": 0.011013964499852591, "eta_seconds": 3745.8079344044017, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1440829918032787, "fast_rcnn/fg_cls_accuracy": 0.8559170081967213, "iteration": 7439, "loss_box_reg": 0.065641850233078, "loss_cls": 0.03587422892451286, "loss_rpn_cls": 0.0027148860972374678, "loss_rpn_loc": 0.00525869894772768, "lr": 0.0001, "rank_data_time": 0.011013964499852591, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.503757381000014, "total_loss": 0.1105629912490258} {"data_time": 0.009369345000322937, "eta_seconds": 3734.6377242218477, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14166072701354243, "fast_rcnn/fg_cls_accuracy": 0.8583392729864576, "iteration": 7459, "loss_box_reg": 0.06479853764176369, "loss_cls": 0.03151888586580753, "loss_rpn_cls": 0.004206776851788163, "loss_rpn_loc": 0.00541705684736371, "lr": 0.0001, "rank_data_time": 0.009369345000322937, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49172026599990204, "total_loss": 0.10806770739145577} {"data_time": 0.008320055500007584, "eta_seconds": 3724.731523361843, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1727504244482173, "fast_rcnn/fg_cls_accuracy": 0.8272495755517827, "iteration": 7479, "loss_box_reg": 0.053378937765955925, "loss_cls": 0.0364886112511158, "loss_rpn_cls": 0.003493047901429236, "loss_rpn_loc": 0.004466965328902006, "lr": 0.0001, "rank_data_time": 0.008320055500007584, "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": 0.4912328300001718, "total_loss": 0.0968611249118112} {"data_time": 0.00982923799983837, "eta_seconds": 3714.825322501838, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1261930010604454, "fast_rcnn/fg_cls_accuracy": 0.8738069989395546, "iteration": 7499, "loss_box_reg": 0.05204537883400917, "loss_cls": 0.024444314651191235, "loss_rpn_cls": 0.0015836082166060805, "loss_rpn_loc": 0.0053575183264911175, "lr": 0.0001, "rank_data_time": 0.00982923799983837, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.493274771999495, "total_loss": 0.08824780478607863} {"data_time": 0.009895489500195254, "eta_seconds": 3702.282103738671, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 7519, "loss_box_reg": 0.08726214617490768, "loss_cls": 0.04036416858434677, "loss_rpn_cls": 0.0027366741560399532, "loss_rpn_loc": 0.005338391521945596, "lr": 0.0001, "rank_data_time": 0.009895489500195254, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49594842850046916, "total_loss": 0.15626905858516693} {"data_time": 0.007998579499599145, "eta_seconds": 3692.3829537286747, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11204013377926422, "fast_rcnn/fg_cls_accuracy": 0.8879598662207357, "iteration": 7539, "loss_box_reg": 0.0508665069937706, "loss_cls": 0.023088199086487293, "loss_rpn_cls": 0.0021240815985947847, "loss_rpn_loc": 0.0032505401177331805, "lr": 0.0001, "rank_data_time": 0.007998579499599145, "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": 0.49585221600000295, "total_loss": 0.08121185633353889} {"data_time": 0.01510290200030795, "eta_seconds": 3685.1067199218232, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1372960372960373, "fast_rcnn/fg_cls_accuracy": 0.8627039627039628, "iteration": 7559, "loss_box_reg": 0.05724470876157284, "loss_cls": 0.03203568421304226, "loss_rpn_cls": 0.0030593944247812033, "loss_rpn_loc": 0.0060423086397349834, "lr": 0.0001, "rank_data_time": 0.01510290200030795, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5105177824998464, "total_loss": 0.10517461076960899} {"data_time": 0.010188769999786018, "eta_seconds": 3676.767248352162, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14634146341463414, "fast_rcnn/fg_cls_accuracy": 0.8536585365853658, "iteration": 7579, "loss_box_reg": 0.06544652581214905, "loss_cls": 0.03212597779929638, "loss_rpn_cls": 0.0018081576563417912, "loss_rpn_loc": 0.0051480846013873816, "lr": 0.0001, "rank_data_time": 0.010188769999786018, "roi_head/num_bg_samples": 483.75, "roi_head/num_fg_samples": 28.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5023470080004699, "total_loss": 0.10226959580904804} {"data_time": 0.008582883999679325, "eta_seconds": 3666.0009515961065, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1338308457711443, "fast_rcnn/fg_cls_accuracy": 0.8661691542288557, "iteration": 7599, "loss_box_reg": 0.060419000685214996, "loss_cls": 0.031783636659383774, "loss_rpn_cls": 0.003929194528609514, "loss_rpn_loc": 0.0034586956026032567, "lr": 0.0001, "rank_data_time": 0.008582883999679325, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4954016825004146, "total_loss": 0.09901770087890327} {"data_time": 0.008474269999624084, "eta_seconds": 3656.092840916117, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1604243059193295, "fast_rcnn/fg_cls_accuracy": 0.8395756940806705, "iteration": 7619, "loss_box_reg": 0.06189395859837532, "loss_cls": 0.032367778941988945, "loss_rpn_cls": 0.001905742916278541, "loss_rpn_loc": 0.004015292739495635, "lr": 0.0001, "rank_data_time": 0.008474269999624084, "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": 0.4931392649996269, "total_loss": 0.10462514608661877} {"data_time": 0.008758522500102117, "eta_seconds": 3646.0507819219492, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14434523809523808, "fast_rcnn/fg_cls_accuracy": 0.8556547619047619, "iteration": 7639, "loss_box_reg": 0.06907885894179344, "loss_cls": 0.031217165291309357, "loss_rpn_cls": 0.0018349692109040916, "loss_rpn_loc": 0.005880156299099326, "lr": 0.0001, "rank_data_time": 0.008758522500102117, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4951157414998306, "total_loss": 0.11890060803852975} {"data_time": 0.008905712500109075, "eta_seconds": 3634.4015615104945, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1770281124497992, "fast_rcnn/fg_cls_accuracy": 0.8229718875502008, "iteration": 7659, "loss_box_reg": 0.0596650205552578, "loss_cls": 0.03614550456404686, "loss_rpn_cls": 0.003919287817552686, "loss_rpn_loc": 0.004877451341599226, "lr": 0.0001, "rank_data_time": 0.008905712500109075, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49351646349987277, "total_loss": 0.10327496350510046} {"data_time": 0.009053007500369858, "eta_seconds": 3624.498559980493, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14664981036662453, "fast_rcnn/fg_cls_accuracy": 0.8533501896333755, "iteration": 7679, "loss_box_reg": 0.09215910360217094, "loss_cls": 0.03913268633186817, "loss_rpn_cls": 0.0035865134559571743, "loss_rpn_loc": 0.004078252008184791, "lr": 0.0001, "rank_data_time": 0.009053007500369858, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49939701700031947, "total_loss": 0.14124014001572505} {"data_time": 0.009708661999866308, "eta_seconds": 3616.615406400115, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1643132220795892, "fast_rcnn/fg_cls_accuracy": 0.8356867779204107, "iteration": 7699, "loss_box_reg": 0.05840299651026726, "loss_cls": 0.023799771443009377, "loss_rpn_cls": 0.002726594335399568, "loss_rpn_loc": 0.0054431159514933825, "lr": 0.0001, "rank_data_time": 0.009708661999866308, "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": 0.4996299279996492, "total_loss": 0.08851970545947552} {"data_time": 0.008814968000024237, "eta_seconds": 3608.079504119123, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8793604651162791, "iteration": 7719, "loss_box_reg": 0.046172188594937325, "loss_cls": 0.024163763038814068, "loss_rpn_cls": 0.0016026076627895236, "loss_rpn_loc": 0.003746357513591647, "lr": 0.0001, "rank_data_time": 0.008814968000024237, "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": 0.4998009215005368, "total_loss": 0.07523059303639457} {"data_time": 0.008896319499854144, "eta_seconds": 3597.4838575521153, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1611111111111111, "fast_rcnn/fg_cls_accuracy": 0.8388888888888889, "iteration": 7739, "loss_box_reg": 0.05319501832127571, "loss_cls": 0.029386288486421108, "loss_rpn_cls": 0.002689309185370803, "loss_rpn_loc": 0.0032908745342865586, "lr": 0.0001, "rank_data_time": 0.008896319499854144, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49149352599943086, "total_loss": 0.09582584412419237} {"data_time": 0.00893339799995374, "eta_seconds": 3585.1782281225132, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13910060975609756, "fast_rcnn/fg_cls_accuracy": 0.8608993902439024, "iteration": 7759, "loss_box_reg": 0.05004119500517845, "loss_cls": 0.032078567892313004, "loss_rpn_cls": 0.001592262473423034, "loss_rpn_loc": 0.004196350229904056, "lr": 0.0001, "rank_data_time": 0.00893339799995374, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48835795150034755, "total_loss": 0.089811640616972} {"data_time": 0.00977332199954617, "eta_seconds": 3573.6128208908576, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.2204861111111111, "fast_rcnn/fg_cls_accuracy": 0.7795138888888888, "iteration": 7779, "loss_box_reg": 0.059761106967926025, "loss_cls": 0.03208097256720066, "loss_rpn_cls": 0.0064103754702955484, "loss_rpn_loc": 0.003904359880834818, "lr": 0.0001, "rank_data_time": 0.00977332199954617, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4955662945003496, "total_loss": 0.09691487811505795} {"data_time": 0.007233417500174255, "eta_seconds": 3565.3706136024994, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 7799, "loss_box_reg": 0.06571362726390362, "loss_cls": 0.02943249512463808, "loss_rpn_cls": 0.004279092187061906, "loss_rpn_loc": 0.004191942047327757, "lr": 0.0001, "rank_data_time": 0.007233417500174255, "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": 0.5018033819997072, "total_loss": 0.10515461617615074} {"data_time": 0.009107478500027355, "eta_seconds": 3554.5031390516942, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1396103896103896, "fast_rcnn/fg_cls_accuracy": 0.8603896103896104, "iteration": 7819, "loss_box_reg": 0.05304059013724327, "loss_cls": 0.02852489333599806, "loss_rpn_cls": 0.0032667062478139997, "loss_rpn_loc": 0.004845185903832316, "lr": 0.0001, "rank_data_time": 0.009107478500027355, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49174545900041267, "total_loss": 0.086118268314749} {"data_time": 0.007816721000381222, "eta_seconds": 3543.9794290405553, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12675585284280938, "fast_rcnn/fg_cls_accuracy": 0.8732441471571906, "iteration": 7839, "loss_box_reg": 0.04869309067726135, "loss_cls": 0.02738770842552185, "loss_rpn_cls": 0.0018311631283722818, "loss_rpn_loc": 0.004435851937159896, "lr": 0.0001, "rank_data_time": 0.007816721000381222, "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": 0.4899166945001525, "total_loss": 0.07971089372585993} {"data_time": 0.008333291999861103, "eta_seconds": 3533.7656531121775, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1575682382133995, "fast_rcnn/fg_cls_accuracy": 0.8371630578877596, "iteration": 7859, "loss_box_reg": 0.05553136207163334, "loss_cls": 0.0316593311727047, "loss_rpn_cls": 0.0017146063037216663, "loss_rpn_loc": 0.004379954654723406, "lr": 0.0001, "rank_data_time": 0.008333291999861103, "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": 0.49088229599965416, "total_loss": 0.11037024276447482} {"data_time": 0.00841515550018812, "eta_seconds": 3521.842125761177, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.12521739130434784, "fast_rcnn/fg_cls_accuracy": 0.8747826086956522, "iteration": 7879, "loss_box_reg": 0.0689231026917696, "loss_cls": 0.028904203325510025, "loss_rpn_cls": 0.0039137175772339106, "loss_rpn_loc": 0.0058527300134301186, "lr": 0.0001, "rank_data_time": 0.00841515550018812, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4898344289999841, "total_loss": 0.11071245506173} {"data_time": 0.007753143499940052, "eta_seconds": 3511.949310801174, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.830952380952381, "iteration": 7899, "loss_box_reg": 0.06996066868305206, "loss_cls": 0.03606681898236275, "loss_rpn_cls": 0.0022528617409989238, "loss_rpn_loc": 0.004292667843401432, "lr": 0.0001, "rank_data_time": 0.007753143499940052, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.495644692499809, "total_loss": 0.11950592695211526} {"data_time": 0.010851134499716864, "eta_seconds": 3501.7669450814356, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 7919, "loss_box_reg": 0.04967513866722584, "loss_cls": 0.025687552988529205, "loss_rpn_cls": 0.0014775103190913796, "loss_rpn_loc": 0.006048225797712803, "lr": 0.0001, "rank_data_time": 0.010851134499716864, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49229610750035135, "total_loss": 0.08555395956500433} {"data_time": 0.010354860500228824, "eta_seconds": 3493.2867115487625, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1565040650406504, "fast_rcnn/fg_cls_accuracy": 0.8434959349593496, "iteration": 7939, "loss_box_reg": 0.05647142231464386, "loss_cls": 0.033577270805835724, "loss_rpn_cls": 0.002780475770123303, "loss_rpn_loc": 0.0049135019071400166, "lr": 0.0001, "rank_data_time": 0.010354860500228824, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4977197929997601, "total_loss": 0.09725764056202024} {"data_time": 0.008194823999929213, "eta_seconds": 3484.583125760546, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13408890197232853, "fast_rcnn/fg_cls_accuracy": 0.8659110980276714, "iteration": 7959, "loss_box_reg": 0.047945862635970116, "loss_cls": 0.02704045083373785, "loss_rpn_cls": 0.0020699469605460763, "loss_rpn_loc": 0.0033404689747840166, "lr": 0.0001, "rank_data_time": 0.008194823999929213, "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": 0.4974903379998068, "total_loss": 0.08483014965895563} {"data_time": 0.008075179500337981, "eta_seconds": 3474.374633732141, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1759504862953139, "fast_rcnn/fg_cls_accuracy": 0.8240495137046862, "iteration": 7979, "loss_box_reg": 0.0524337962269783, "loss_cls": 0.027648575603961945, "loss_rpn_cls": 0.0020374919986352324, "loss_rpn_loc": 0.004261892754584551, "lr": 0.0001, "rank_data_time": 0.008075179500337981, "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": 0.4930801885002438, "total_loss": 0.08538964332547039} {"data_time": 0.009494753999661043, "eta_seconds": 3464.4761305021348, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11446269862644762, "fast_rcnn/fg_cls_accuracy": 0.8855373013735524, "iteration": 7999, "loss_box_reg": 0.051376741379499435, "loss_cls": 0.02506641484797001, "loss_rpn_cls": 0.0032444859389215708, "loss_rpn_loc": 0.00382448872551322, "lr": 0.0001, "rank_data_time": 0.009494753999661043, "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": 0.49463766649978425, "total_loss": 0.0816354114213027} {"data_time": 0.009087133999855723, "eta_seconds": 3454.5776272721287, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1644144144144144, "fast_rcnn/fg_cls_accuracy": 0.8355855855855856, "iteration": 8019, "loss_box_reg": 0.053780583664774895, "loss_cls": 0.03129424713551998, "loss_rpn_cls": 0.002064826199784875, "loss_rpn_loc": 0.006040732376277447, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009087133999855723, "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": 0.48982624000018404, "total_loss": 0.09005706873722374} {"data_time": 0.008032670999909897, "eta_seconds": 3444.6791240421226, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1338235294117647, "fast_rcnn/fg_cls_accuracy": 0.8661764705882353, "iteration": 8039, "loss_box_reg": 0.04993617348372936, "loss_cls": 0.027195414528250694, "loss_rpn_cls": 0.002784734242595732, "loss_rpn_loc": 0.0035794784780591726, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008032670999909897, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4914254010004697, "total_loss": 0.0827796597732231} {"data_time": 0.007516896000197448, "eta_seconds": 3435.086206360538, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18631549609810477, "fast_rcnn/fg_cls_accuracy": 0.8136845039018952, "iteration": 8059, "loss_box_reg": 0.06893755495548248, "loss_cls": 0.04117671214044094, "loss_rpn_cls": 0.0032389831030741334, "loss_rpn_loc": 0.004185528261587024, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007516896000197448, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5004004939996776, "total_loss": 0.12052608164958656} {"data_time": 0.009821811999700003, "eta_seconds": 3425.5729169588994, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1537063953488372, "fast_rcnn/fg_cls_accuracy": 0.8462936046511628, "iteration": 8079, "loss_box_reg": 0.05419863574206829, "loss_cls": 0.029404488392174244, "loss_rpn_cls": 0.002844148431904614, "loss_rpn_loc": 0.00494914292357862, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009821811999700003, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4961157749994527, "total_loss": 0.09478294395375997} {"data_time": 0.00896138050029549, "eta_seconds": 3415.887417751628, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14871116986120292, "fast_rcnn/fg_cls_accuracy": 0.8512888301387971, "iteration": 8099, "loss_box_reg": 0.06495651416480541, "loss_cls": 0.03777693212032318, "loss_rpn_cls": 0.00284891901537776, "loss_rpn_loc": 0.004743863362818956, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00896138050029549, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5044235105001462, "total_loss": 0.11421498283743858} {"data_time": 0.00764748099982171, "eta_seconds": 3403.1854433611443, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15659452837893018, "fast_rcnn/fg_cls_accuracy": 0.8434054716210698, "iteration": 8119, "loss_box_reg": 0.057739993557333946, "loss_cls": 0.03184036910533905, "loss_rpn_cls": 0.002646970679052174, "loss_rpn_loc": 0.004177604569122195, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00764748099982171, "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": 0.48621558800005005, "total_loss": 0.09811344905756414} {"data_time": 0.007974213999659696, "eta_seconds": 3392.6706274296885, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11626794258373205, "fast_rcnn/fg_cls_accuracy": 0.8837320574162679, "iteration": 8139, "loss_box_reg": 0.04736391454935074, "loss_cls": 0.02624397538602352, "loss_rpn_cls": 0.0020345348166301847, "loss_rpn_loc": 0.003933032392524183, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007974213999659696, "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": 0.4917898935004814, "total_loss": 0.07436631944437977} {"data_time": 0.008740675000353804, "eta_seconds": 3383.068329720809, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1458966565349544, "fast_rcnn/fg_cls_accuracy": 0.8541033434650456, "iteration": 8159, "loss_box_reg": 0.06130394525825977, "loss_cls": 0.03189043886959553, "loss_rpn_cls": 0.004308618139475584, "loss_rpn_loc": 0.005300713935866952, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008740675000353804, "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": 0.4958507534997807, "total_loss": 0.09392360760830343} {"data_time": 0.008340774999851419, "eta_seconds": 3372.16928268047, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16988304093567252, "fast_rcnn/fg_cls_accuracy": 0.8301169590643275, "iteration": 8179, "loss_box_reg": 0.05728779733181, "loss_cls": 0.03040259424597025, "loss_rpn_cls": 0.0022706339368596673, "loss_rpn_loc": 0.004927030997350812, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008340774999851419, "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": 0.4923939220002467, "total_loss": 0.09713997395010665} {"data_time": 0.008246043500548694, "eta_seconds": 3361.644681602047, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16860759493670885, "fast_rcnn/fg_cls_accuracy": 0.8313924050632912, "iteration": 8199, "loss_box_reg": 0.11328166350722313, "loss_cls": 0.03706276975572109, "loss_rpn_cls": 0.003822293714620173, "loss_rpn_loc": 0.006358626997098327, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008246043500548694, "roi_head/num_bg_samples": 481.5, "roi_head/num_fg_samples": 30.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4924097550001534, "total_loss": 0.16167285712435842} {"data_time": 0.008329867999691487, "eta_seconds": 3352.800167220803, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.20087719298245615, "fast_rcnn/fg_cls_accuracy": 0.7991228070175439, "iteration": 8219, "loss_box_reg": 0.043227553367614746, "loss_cls": 0.023485425859689713, "loss_rpn_cls": 0.003706095740199089, "loss_rpn_loc": 0.0038995157228782773, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008329867999691487, "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": 0.500063562500145, "total_loss": 0.07693791622295976} {"data_time": 0.010136028000033548, "eta_seconds": 3344.2979726001795, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13675213675213677, "fast_rcnn/fg_cls_accuracy": 0.8632478632478633, "iteration": 8239, "loss_box_reg": 0.05634278617799282, "loss_cls": 0.029751616530120373, "loss_rpn_cls": 0.001970117387827486, "loss_rpn_loc": 0.0037863965844735503, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010136028000033548, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4985399430001962, "total_loss": 0.09326924922061153} {"data_time": 0.007893708000210609, "eta_seconds": 3333.269308450899, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.13733500942803267, "fast_rcnn/fg_cls_accuracy": 0.8626649905719673, "iteration": 8259, "loss_box_reg": 0.05566864833235741, "loss_cls": 0.027561680413782597, "loss_rpn_cls": 0.005971016362309456, "loss_rpn_loc": 0.003955895081162453, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007893708000210609, "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": 0.4881148624999696, "total_loss": 0.10426552401622757} {"data_time": 0.009348723000130121, "eta_seconds": 3323.129369280796, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14659977703455965, "fast_rcnn/fg_cls_accuracy": 0.8534002229654403, "iteration": 8279, "loss_box_reg": 0.07772858440876007, "loss_cls": 0.038536086678504944, "loss_rpn_cls": 0.0019851907272823155, "loss_rpn_loc": 0.004749374929815531, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009348723000130121, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4954532174997439, "total_loss": 0.12631288636475801} {"data_time": 0.010871820500142348, "eta_seconds": 3314.0676990006796, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12824675324675325, "fast_rcnn/fg_cls_accuracy": 0.8621007371007371, "iteration": 8299, "loss_box_reg": 0.043130647391080856, "loss_cls": 0.02627335488796234, "loss_rpn_cls": 0.004692543530836701, "loss_rpn_loc": 0.003607333404943347, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010871820500142348, "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": 0.5044799159995819, "total_loss": 0.07664071919862181} {"data_time": 0.010011482000209071, "eta_seconds": 3303.93222844079, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1056547619047619, "fast_rcnn/fg_cls_accuracy": 0.8943452380952381, "iteration": 8319, "loss_box_reg": 0.07340695336461067, "loss_cls": 0.03307298198342323, "loss_rpn_cls": 0.003472544252872467, "loss_rpn_loc": 0.005621384829282761, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010011482000209071, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49164612450022105, "total_loss": 0.122276076770504} {"data_time": 0.007889372000136063, "eta_seconds": 3292.8917920210733, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12392900856793146, "fast_rcnn/fg_cls_accuracy": 0.8760709914320686, "iteration": 8339, "loss_box_reg": 0.06831580772995949, "loss_cls": 0.02792474813759327, "loss_rpn_cls": 0.0030539677245542407, "loss_rpn_loc": 0.00402131536975503, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007889372000136063, "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": 0.48971942649950506, "total_loss": 0.10426271759206429} {"data_time": 0.009573668999564688, "eta_seconds": 3282.956718199239, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.8352713178294574, "iteration": 8359, "loss_box_reg": 0.07160873711109161, "loss_cls": 0.03776269778609276, "loss_rpn_cls": 0.0027580916648730636, "loss_rpn_loc": 0.004218383692204952, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009573668999564688, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49583668099967326, "total_loss": 0.13244568317895755} {"data_time": 0.01392967799984035, "eta_seconds": 3273.678039380784, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.150188679245283, "fast_rcnn/fg_cls_accuracy": 0.849811320754717, "iteration": 8379, "loss_box_reg": 0.060189032927155495, "loss_cls": 0.0265794200822711, "loss_rpn_cls": 0.002060299040749669, "loss_rpn_loc": 0.0039399126544594765, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01392967799984035, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4999169540001276, "total_loss": 0.09391880017938092} {"data_time": 0.00783220050016098, "eta_seconds": 3263.1798704992434, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13712686567164178, "fast_rcnn/fg_cls_accuracy": 0.8628731343283582, "iteration": 8399, "loss_box_reg": 0.05409248359501362, "loss_cls": 0.02699144370853901, "loss_rpn_cls": 0.0019853892736136913, "loss_rpn_loc": 0.005039005074650049, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00783220050016098, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49132974099984494, "total_loss": 0.08911707357037812} {"data_time": 0.009254035499907332, "eta_seconds": 3253.637149981305, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13177339901477833, "fast_rcnn/fg_cls_accuracy": 0.8682266009852216, "iteration": 8419, "loss_box_reg": 0.05439015105366707, "loss_cls": 0.027871234342455864, "loss_rpn_cls": 0.002520696842111647, "loss_rpn_loc": 0.004382492508739233, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009254035499907332, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4960267884998757, "total_loss": 0.0912144600879401} {"data_time": 0.009159457500118151, "eta_seconds": 3244.007241440777, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8982758620689655, "iteration": 8439, "loss_box_reg": 0.04238060116767883, "loss_cls": 0.02412627637386322, "loss_rpn_cls": 0.002935238415375352, "loss_rpn_loc": 0.00344615476205945, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009159457500118151, "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": 0.4982113920000302, "total_loss": 0.07120442390441895} {"data_time": 0.010028569500263984, "eta_seconds": 3235.0047673810877, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.14928698752228164, "fast_rcnn/fg_cls_accuracy": 0.8507130124777184, "iteration": 8459, "loss_box_reg": 0.04996858164668083, "loss_cls": 0.02448382880538702, "loss_rpn_cls": 0.0032967906445264816, "loss_rpn_loc": 0.004412019858136773, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010028569500263984, "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": 0.49932887550039595, "total_loss": 0.08688795659691095} {"data_time": 0.010793890499826375, "eta_seconds": 3226.4014717794453, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.15037593984962405, "fast_rcnn/fg_cls_accuracy": 0.849624060150376, "iteration": 8479, "loss_box_reg": 0.05934295430779457, "loss_cls": 0.02571629360318184, "loss_rpn_cls": 0.0017816316103562713, "loss_rpn_loc": 0.004627343267202377, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010793890499826375, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4985412350001752, "total_loss": 0.0948419108899543} {"data_time": 0.014134376000129123, "eta_seconds": 3218.1834067505406, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.16904109589041094, "fast_rcnn/fg_cls_accuracy": 0.8296385542168674, "iteration": 8499, "loss_box_reg": 0.06720360741019249, "loss_cls": 0.036446042358875275, "loss_rpn_cls": 0.002070070244371891, "loss_rpn_loc": 0.0057823804672807455, "lr": 1.0000000000000003e-05, "rank_data_time": 0.014134376000129123, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.516753577000145, "total_loss": 0.11096389516023919} {"data_time": 0.028819012999974802, "eta_seconds": 3212.1881024381946, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13721804511278196, "fast_rcnn/fg_cls_accuracy": 0.862781954887218, "iteration": 8519, "loss_box_reg": 0.05709732696413994, "loss_cls": 0.02845154609531164, "loss_rpn_cls": 0.002856797189451754, "loss_rpn_loc": 0.0049443908501416445, "lr": 1.0000000000000003e-05, "rank_data_time": 0.028819012999974802, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.6074036509999132, "total_loss": 0.09140874617150985} {"data_time": 0.022718435499882617, "eta_seconds": 3204.8126505706205, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14416475972540044, "fast_rcnn/fg_cls_accuracy": 0.8558352402745995, "iteration": 8539, "loss_box_reg": 0.057464515790343285, "loss_cls": 0.03002532199025154, "loss_rpn_cls": 0.002980597782880068, "loss_rpn_loc": 0.0055536560248583555, "lr": 1.0000000000000003e-05, "rank_data_time": 0.022718435499882617, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5680329540000457, "total_loss": 0.10130573599599302} {"data_time": 0.015621608000401466, "eta_seconds": 3195.8566686192353, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 8559, "loss_box_reg": 0.054611556231975555, "loss_cls": 0.030052759684622288, "loss_rpn_cls": 0.0053692765068262815, "loss_rpn_loc": 0.0049350818153470755, "lr": 1.0000000000000003e-05, "rank_data_time": 0.015621608000401466, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336650575004569, "total_loss": 0.09232002327917144} {"data_time": 0.012304599999879429, "eta_seconds": 3186.131431890144, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 8579, "loss_box_reg": 0.057908374816179276, "loss_cls": 0.03294756077229977, "loss_rpn_cls": 0.0036394776543602347, "loss_rpn_loc": 0.003973230253905058, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012304599999879429, "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": 0.5018084159996761, "total_loss": 0.10011816181940958} {"data_time": 0.007972816500114277, "eta_seconds": 3176.0623359994497, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17920997920997922, "fast_rcnn/fg_cls_accuracy": 0.809750812567714, "iteration": 8599, "loss_box_reg": 0.058087924495339394, "loss_cls": 0.03495672345161438, "loss_rpn_cls": 0.0028929546242579818, "loss_rpn_loc": 0.004594471538439393, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007972816500114277, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49053669649993026, "total_loss": 0.10076239123009145} {"data_time": 0.007894186000157788, "eta_seconds": 3166.2225151703387, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 8619, "loss_box_reg": 0.07432055473327637, "loss_cls": 0.03203307464718819, "loss_rpn_cls": 0.002659256337210536, "loss_rpn_loc": 0.004825273994356394, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007894186000157788, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5006117900002209, "total_loss": 0.10961668292293325} {"data_time": 0.009679924500233028, "eta_seconds": 3156.302426941347, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12632978723404253, "fast_rcnn/fg_cls_accuracy": 0.8736702127659575, "iteration": 8639, "loss_box_reg": 0.06875719875097275, "loss_cls": 0.03211957588791847, "loss_rpn_cls": 0.002470614854246378, "loss_rpn_loc": 0.0046740262769162655, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009679924500233028, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49443386200027817, "total_loss": 0.11030035198200494} {"data_time": 0.012487583499932953, "eta_seconds": 3146.8317348279106, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1319185902208985, "fast_rcnn/fg_cls_accuracy": 0.8680814097791015, "iteration": 8659, "loss_box_reg": 0.05198332667350769, "loss_cls": 0.025754138827323914, "loss_rpn_cls": 0.0015783461276441813, "loss_rpn_loc": 0.003340729745104909, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012487583499932953, "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": 0.5052232205002838, "total_loss": 0.08544455550145358} {"data_time": 0.008342049499788118, "eta_seconds": 3136.3065443592495, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15880503144654087, "fast_rcnn/fg_cls_accuracy": 0.8411949685534592, "iteration": 8679, "loss_box_reg": 0.05036884918808937, "loss_cls": 0.024837973527610302, "loss_rpn_cls": 0.003187426715157926, "loss_rpn_loc": 0.004551757592707872, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008342049499788118, "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": 0.4889100475002124, "total_loss": 0.08719934622058645} {"data_time": 0.007874196499869868, "eta_seconds": 3125.7845576995805, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11764705882352941, "fast_rcnn/fg_cls_accuracy": 0.8823529411764706, "iteration": 8699, "loss_box_reg": 0.044707123190164566, "loss_cls": 0.025739628821611404, "loss_rpn_cls": 0.002501558279618621, "loss_rpn_loc": 0.0034301818814128637, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007874196499869868, "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": 0.4973674324996864, "total_loss": 0.07824750238796696} {"data_time": 0.00995699799977956, "eta_seconds": 3116.4565029392543, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11979913916786226, "fast_rcnn/fg_cls_accuracy": 0.8802008608321377, "iteration": 8719, "loss_box_reg": 0.04484824649989605, "loss_cls": 0.022712198086082935, "loss_rpn_cls": 0.0018539990996941924, "loss_rpn_loc": 0.0034048976376652718, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00995699799977956, "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": 0.5029488344998754, "total_loss": 0.07218856603140011} {"data_time": 0.008176300999821251, "eta_seconds": 3106.7262871701405, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1511111111111111, "fast_rcnn/fg_cls_accuracy": 0.8488888888888889, "iteration": 8739, "loss_box_reg": 0.07889978960156441, "loss_cls": 0.0340903177857399, "loss_rpn_cls": 0.0027157815638929605, "loss_rpn_loc": 0.005431727506220341, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008176300999821251, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5006627125003433, "total_loss": 0.11963989237847272} {"data_time": 0.0078718309996475, "eta_seconds": 3097.7443036819022, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1768428890543559, "fast_rcnn/fg_cls_accuracy": 0.8231571109456441, "iteration": 8759, "loss_box_reg": 0.052544308826327324, "loss_cls": 0.0328869316726923, "loss_rpn_cls": 0.0031642414396628737, "loss_rpn_loc": 0.0036598267033696175, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0078718309996475, "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": 0.4955572414996823, "total_loss": 0.09239493950735778} {"data_time": 0.00979957250001462, "eta_seconds": 3087.815636041896, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1478448275862069, "fast_rcnn/fg_cls_accuracy": 0.852155172413793, "iteration": 8779, "loss_box_reg": 0.05523614212870598, "loss_cls": 0.025846699252724648, "loss_rpn_cls": 0.004416088806465268, "loss_rpn_loc": 0.0042271604761481285, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00979957250001462, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49561814900016543, "total_loss": 0.08751408313401043} {"data_time": 0.008760528499351494, "eta_seconds": 3076.949357900139, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 8799, "loss_box_reg": 0.05310424976050854, "loss_cls": 0.026378926821053028, "loss_rpn_cls": 0.004148141946643591, "loss_rpn_loc": 0.0047035119496285915, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008760528499351494, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.494830969999839, "total_loss": 0.0826662122271955} {"data_time": 0.009126330499839241, "eta_seconds": 3068.6438728795474, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10533515731874145, "fast_rcnn/fg_cls_accuracy": 0.8946648426812585, "iteration": 8819, "loss_box_reg": 0.05037716031074524, "loss_cls": 0.02608769480139017, "loss_rpn_cls": 0.0020998354302719235, "loss_rpn_loc": 0.0035137170925736427, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009126330499839241, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4977130055003727, "total_loss": 0.08338290432584472} {"data_time": 0.01419684300026347, "eta_seconds": 3061.115904000617, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13849431818181818, "fast_rcnn/fg_cls_accuracy": 0.8615056818181819, "iteration": 8839, "loss_box_reg": 0.05539831519126892, "loss_cls": 0.02856260258704424, "loss_rpn_cls": 0.0017423011595383286, "loss_rpn_loc": 0.004273800645023584, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01419684300026347, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021349500002543, "total_loss": 0.08992042642785236} {"data_time": 0.008724935999907757, "eta_seconds": 3051.177216000615, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12224989622249896, "fast_rcnn/fg_cls_accuracy": 0.8777501037775011, "iteration": 8859, "loss_box_reg": 0.05021978169679642, "loss_cls": 0.02682553231716156, "loss_rpn_cls": 0.003124566632322967, "loss_rpn_loc": 0.0042436555959284306, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008724935999907757, "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": 0.49319180449947453, "total_loss": 0.08784648669825401} {"data_time": 0.008716795000054844, "eta_seconds": 3041.617080599299, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 8879, "loss_box_reg": 0.0597211979329586, "loss_cls": 0.03292127884924412, "loss_rpn_cls": 0.0027836525114253163, "loss_rpn_loc": 0.003753065364435315, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008716795000054844, "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": 0.49419917649993295, "total_loss": 0.09969227702822536} {"data_time": 0.009030349000113347, "eta_seconds": 3032.0285246491494, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1465040650406504, "fast_rcnn/fg_cls_accuracy": 0.852896174863388, "iteration": 8899, "loss_box_reg": 0.07449615374207497, "loss_cls": 0.028681887313723564, "loss_rpn_cls": 0.0014094238867983222, "loss_rpn_loc": 0.003716957871802151, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009030349000113347, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4923130170004697, "total_loss": 0.10827586645609699} {"data_time": 0.009462556000016775, "eta_seconds": 3023.1051817612024, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13265306122448978, "fast_rcnn/fg_cls_accuracy": 0.8673469387755102, "iteration": 8919, "loss_box_reg": 0.05754931643605232, "loss_cls": 0.027183092199265957, "loss_rpn_cls": 0.001943010836839676, "loss_rpn_loc": 0.00399461411871016, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009462556000016775, "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": 0.5007351060003202, "total_loss": 0.09375749324681237} {"data_time": 0.008934391999900981, "eta_seconds": 3013.0157834393867, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8982758620689655, "iteration": 8939, "loss_box_reg": 0.05428307503461838, "loss_cls": 0.03330139443278313, "loss_rpn_cls": 0.0015085695195011795, "loss_rpn_loc": 0.004788943100720644, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008934391999900981, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4962174199999936, "total_loss": 0.0887811579159461} {"data_time": 0.009077390499442117, "eta_seconds": 3003.2163318811945, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12220009955201593, "fast_rcnn/fg_cls_accuracy": 0.867595818815331, "iteration": 8959, "loss_box_reg": 0.049310531467199326, "loss_cls": 0.025794818997383118, "loss_rpn_cls": 0.0036691949935629964, "loss_rpn_loc": 0.003351570456288755, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009077390499442117, "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": 0.5057503059997543, "total_loss": 0.08173702302156016} {"data_time": 0.008420167000622314, "eta_seconds": 2992.6378082972315, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14799749687108887, "fast_rcnn/fg_cls_accuracy": 0.8520025031289111, "iteration": 8979, "loss_box_reg": 0.057007813826203346, "loss_cls": 0.029455633834004402, "loss_rpn_cls": 0.0024744352558627725, "loss_rpn_loc": 0.004553848411887884, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008420167000622314, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4928254799997376, "total_loss": 0.09519984957296401} {"data_time": 0.007676717499634833, "eta_seconds": 2981.4080489986736, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0791396103896104, "fast_rcnn/fg_cls_accuracy": 0.9208603896103895, "iteration": 8999, "loss_box_reg": 0.05107161030173302, "loss_cls": 0.025529135949909687, "loss_rpn_cls": 0.0026994162471964955, "loss_rpn_loc": 0.003846702864393592, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007676717499634833, "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": 0.4916883149999194, "total_loss": 0.08514529967214912} {"data_time": 0.01003830000081507, "eta_seconds": 2973.868648008711, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10345596432552953, "fast_rcnn/fg_cls_accuracy": 0.8965440356744705, "iteration": 9019, "loss_box_reg": 0.04746109992265701, "loss_cls": 0.02426514681428671, "loss_rpn_cls": 0.001820437260903418, "loss_rpn_loc": 0.0042167967185378075, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01003830000081507, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.510234975999083, "total_loss": 0.07966402708552778} {"data_time": 0.008735061499464791, "eta_seconds": 2964.116471860125, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13548951048951047, "fast_rcnn/fg_cls_accuracy": 0.8645104895104896, "iteration": 9039, "loss_box_reg": 0.07454023882746696, "loss_cls": 0.03641977533698082, "loss_rpn_cls": 0.0024190073600038886, "loss_rpn_loc": 0.004243941279128194, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008735061499464791, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49526970150054694, "total_loss": 0.12162593146786094} {"data_time": 0.009026499000356125, "eta_seconds": 2953.4942071811747, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13840996168582376, "fast_rcnn/fg_cls_accuracy": 0.8615900383141762, "iteration": 9059, "loss_box_reg": 0.043863147497177124, "loss_cls": 0.022809389978647232, "loss_rpn_cls": 0.0029975110664963722, "loss_rpn_loc": 0.0033546912018209696, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009026499000356125, "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": 0.4921354340003745, "total_loss": 0.07410505064763129} {"data_time": 0.010215603000688134, "eta_seconds": 2943.6055279198627, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16179001721170394, "fast_rcnn/fg_cls_accuracy": 0.8382099827882961, "iteration": 9079, "loss_box_reg": 0.09035871922969818, "loss_cls": 0.040875790640711784, "loss_rpn_cls": 0.0025500350166112185, "loss_rpn_loc": 0.005377095425501466, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010215603000688134, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4970366030001969, "total_loss": 0.1333958603499923} {"data_time": 0.008831802499116748, "eta_seconds": 2932.6440496474333, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18253079507278835, "fast_rcnn/fg_cls_accuracy": 0.8174692049272116, "iteration": 9099, "loss_box_reg": 0.06166988983750343, "loss_cls": 0.043932169675827026, "loss_rpn_cls": 0.0034287876915186644, "loss_rpn_loc": 0.004989312030375004, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008831802499116748, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4930846149991339, "total_loss": 0.11130400863476098} {"data_time": 0.009563618500578741, "eta_seconds": 2924.1384030587324, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1280737704918033, "fast_rcnn/fg_cls_accuracy": 0.8719262295081966, "iteration": 9119, "loss_box_reg": 0.05588587373495102, "loss_cls": 0.026914683170616627, "loss_rpn_cls": 0.00236583745572716, "loss_rpn_loc": 0.004605572205036879, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009563618500578741, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49301503149945347, "total_loss": 0.08741797758557368} {"data_time": 0.008468394000374246, "eta_seconds": 2913.993325028341, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12579113924050633, "fast_rcnn/fg_cls_accuracy": 0.8742088607594937, "iteration": 9139, "loss_box_reg": 0.052670691162347794, "loss_cls": 0.023090528324246407, "loss_rpn_cls": 0.0019808553624898195, "loss_rpn_loc": 0.0034488660749047995, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008468394000374246, "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": 0.48529114900065906, "total_loss": 0.08297644782578573} {"data_time": 0.009801872999560146, "eta_seconds": 2903.4513175580287, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.16142857142857142, "fast_rcnn/fg_cls_accuracy": 0.8385714285714285, "iteration": 9159, "loss_box_reg": 0.039222175255417824, "loss_cls": 0.022988763637840748, "loss_rpn_cls": 0.004639193881303072, "loss_rpn_loc": 0.004113009897992015, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009801872999560146, "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": 0.4947756430001391, "total_loss": 0.07051507075811969} {"data_time": 0.00862571050038241, "eta_seconds": 2892.879384567468, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 9179, "loss_box_reg": 0.05315321870148182, "loss_cls": 0.03128835093230009, "loss_rpn_cls": 0.0033537843264639378, "loss_rpn_loc": 0.005140638677403331, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00862571050038241, "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": 0.4922218920000887, "total_loss": 0.09021183440927416} {"data_time": 0.008117651499560452, "eta_seconds": 2883.564664698042, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1209726443768997, "fast_rcnn/fg_cls_accuracy": 0.8790273556231003, "iteration": 9199, "loss_box_reg": 0.0541080329567194, "loss_cls": 0.028316237963736057, "loss_rpn_cls": 0.0024353042244911194, "loss_rpn_loc": 0.004521340597420931, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008117651499560452, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4942860944993299, "total_loss": 0.08794538039364852} {"data_time": 0.009740213999975822, "eta_seconds": 2870.789016889912, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13828662083553675, "fast_rcnn/fg_cls_accuracy": 0.8617133791644632, "iteration": 9219, "loss_box_reg": 0.052463971078395844, "loss_cls": 0.026217900216579437, "loss_rpn_cls": 0.0016821373719722033, "loss_rpn_loc": 0.003831801121123135, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009740213999975822, "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": 0.49367219250052585, "total_loss": 0.08256587822688743} {"data_time": 0.007543805500063172, "eta_seconds": 2860.49003327993, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15979118920295393, "fast_rcnn/fg_cls_accuracy": 0.8402088107970461, "iteration": 9239, "loss_box_reg": 0.05556872487068176, "loss_cls": 0.02918274886906147, "loss_rpn_cls": 0.005318166455253959, "loss_rpn_loc": 0.004889495437964797, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007543805500063172, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4962930260007852, "total_loss": 0.09509306102700066} {"data_time": 0.00930234650058992, "eta_seconds": 2853.114719487503, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11852502194907813, "fast_rcnn/fg_cls_accuracy": 0.8814749780509219, "iteration": 9259, "loss_box_reg": 0.04905705712735653, "loss_cls": 0.022605822421610355, "loss_rpn_cls": 0.0017826725379563868, "loss_rpn_loc": 0.003509812755510211, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00930234650058992, "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": 0.4998057325001355, "total_loss": 0.08063388080336154} {"data_time": 0.007342957500441116, "eta_seconds": 2840.6255191599303, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1381340579710145, "fast_rcnn/fg_cls_accuracy": 0.8618659420289855, "iteration": 9279, "loss_box_reg": 0.04844771698117256, "loss_cls": 0.02702405024319887, "loss_rpn_cls": 0.0016051902784965932, "loss_rpn_loc": 0.005432156613096595, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007342957500441116, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48740291699959926, "total_loss": 0.08373204960662406} {"data_time": 0.009609586999431485, "eta_seconds": 2830.2550546456587, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.14887187751813052, "fast_rcnn/fg_cls_accuracy": 0.8511281224818694, "iteration": 9299, "loss_box_reg": 0.04665805771946907, "loss_cls": 0.023107417859137058, "loss_rpn_cls": 0.002156695059966296, "loss_rpn_loc": 0.003521013306453824, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009609586999431485, "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": 0.49815900799967494, "total_loss": 0.07570828447933309} {"data_time": 0.008395038999879034, "eta_seconds": 2822.16189468214, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15914649058449498, "fast_rcnn/fg_cls_accuracy": 0.840853509415505, "iteration": 9319, "loss_box_reg": 0.08097685500979424, "loss_cls": 0.039268506690859795, "loss_rpn_cls": 0.002635461976751685, "loss_rpn_loc": 0.006083383224904537, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008395038999879034, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4994469900002514, "total_loss": 0.1365169386845082} {"data_time": 0.008950375000495114, "eta_seconds": 2814.065235031394, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11620057859209257, "fast_rcnn/fg_cls_accuracy": 0.8837994214079075, "iteration": 9339, "loss_box_reg": 0.056976838037371635, "loss_cls": 0.030797451734542847, "loss_rpn_cls": 0.003517958801239729, "loss_rpn_loc": 0.004359873244538903, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008950375000495114, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49959646450042783, "total_loss": 0.09228474262636155} {"data_time": 0.009446321500035992, "eta_seconds": 2802.839516038075, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1273076923076923, "fast_rcnn/fg_cls_accuracy": 0.8726923076923077, "iteration": 9359, "loss_box_reg": 0.060741525143384933, "loss_cls": 0.028231181204319, "loss_rpn_cls": 0.004284931113943458, "loss_rpn_loc": 0.005074475193396211, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009446321500035992, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.487888177500281, "total_loss": 0.09497314703185111} {"data_time": 0.010799118999784696, "eta_seconds": 2792.726266841746, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.12526132404181184, "fast_rcnn/fg_cls_accuracy": 0.8747386759581881, "iteration": 9379, "loss_box_reg": 0.05161818489432335, "loss_cls": 0.02318221516907215, "loss_rpn_cls": 0.0015528251533396542, "loss_rpn_loc": 0.003970895428210497, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010799118999784696, "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": 0.49522358949980116, "total_loss": 0.07987795848748647} {"data_time": 0.00918535399978282, "eta_seconds": 2784.394835605781, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11942959001782531, "fast_rcnn/fg_cls_accuracy": 0.8805704099821747, "iteration": 9399, "loss_box_reg": 0.0627977941185236, "loss_cls": 0.029115065932273865, "loss_rpn_cls": 0.0025251160841435194, "loss_rpn_loc": 0.005398297216743231, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00918535399978282, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4980757595012619, "total_loss": 0.09710630419431254} {"data_time": 0.008703071501258819, "eta_seconds": 2774.763238052965, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 9419, "loss_box_reg": 0.04586518183350563, "loss_cls": 0.024577148258686066, "loss_rpn_cls": 0.0036715688183903694, "loss_rpn_loc": 0.003902762080542743, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008703071501258819, "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": 0.49673397700007627, "total_loss": 0.07932739368698094} {"data_time": 0.008451521000097273, "eta_seconds": 2763.6442230575813, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15, "fast_rcnn/fg_cls_accuracy": 0.85, "iteration": 9439, "loss_box_reg": 0.06314226239919662, "loss_cls": 0.03176936041563749, "loss_rpn_cls": 0.002745126956142485, "loss_rpn_loc": 0.004734058631584048, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008451521000097273, "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": 0.4933888184996249, "total_loss": 0.10744616825832054} {"data_time": 0.010188863499934087, "eta_seconds": 2753.143779938109, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15184453227931488, "fast_rcnn/fg_cls_accuracy": 0.8481554677206851, "iteration": 9459, "loss_box_reg": 0.05727052316069603, "loss_cls": 0.03236918989568949, "loss_rpn_cls": 0.002455524168908596, "loss_rpn_loc": 0.004664386622607708, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010188863499934087, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4989192609991733, "total_loss": 0.09486587031278759} {"data_time": 0.007726884499788866, "eta_seconds": 2741.1905033954827, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18441295546558706, "fast_rcnn/fg_cls_accuracy": 0.8155870445344129, "iteration": 9479, "loss_box_reg": 0.0719740279018879, "loss_cls": 0.03907095640897751, "loss_rpn_cls": 0.002603636938147247, "loss_rpn_loc": 0.004278085194528103, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007726884499788866, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4940376325002944, "total_loss": 0.11836207554733846} {"data_time": 0.010884733999773744, "eta_seconds": 2728.5109802478473, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16695652173913045, "fast_rcnn/fg_cls_accuracy": 0.8330434782608696, "iteration": 9499, "loss_box_reg": 0.08188281580805779, "loss_cls": 0.039411937817931175, "loss_rpn_cls": 0.0033154713455587626, "loss_rpn_loc": 0.005137311527505517, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010884733999773744, "roi_head/num_bg_samples": 484.0, "roi_head/num_fg_samples": 28.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49355008600014116, "total_loss": 0.12327651330269873} {"data_time": 0.01024968700039608, "eta_seconds": 2716.8165887431496, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10660377358490566, "fast_rcnn/fg_cls_accuracy": 0.8933962264150943, "iteration": 9519, "loss_box_reg": 0.049993373453617096, "loss_cls": 0.02444635611027479, "loss_rpn_cls": 0.004043987253680825, "loss_rpn_loc": 0.0037451620446518064, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01024968700039608, "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": 0.4972294255003362, "total_loss": 0.07859390294470359} {"data_time": 0.008563049499571207, "eta_seconds": 2705.2066150210885, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.12568238213399505, "fast_rcnn/fg_cls_accuracy": 0.874317617866005, "iteration": 9539, "loss_box_reg": 0.08039228245615959, "loss_cls": 0.03353705070912838, "loss_rpn_cls": 0.002256068342830986, "loss_rpn_loc": 0.004995380295440555, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008563049499571207, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4904763635004201, "total_loss": 0.1341410222230479} {"data_time": 0.00925842949982325, "eta_seconds": 2694.1859079990536, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1222860791826309, "fast_rcnn/fg_cls_accuracy": 0.8777139208173691, "iteration": 9559, "loss_box_reg": 0.06987575627863407, "loss_cls": 0.02755904383957386, "loss_rpn_cls": 0.0034244328271597624, "loss_rpn_loc": 0.0038459410425275564, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00925842949982325, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49676055500003713, "total_loss": 0.09858849243755685} {"data_time": 0.008572766500037687, "eta_seconds": 2682.6897094225933, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 9579, "loss_box_reg": 0.0656020287424326, "loss_cls": 0.03605247288942337, "loss_rpn_cls": 0.004322435706853867, "loss_rpn_loc": 0.004348193062469363, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008572766500037687, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4923030874997494, "total_loss": 0.10823248673113994} {"data_time": 0.008810225999695831, "eta_seconds": 2673.1062045021645, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14087301587301587, "fast_rcnn/fg_cls_accuracy": 0.8591269841269842, "iteration": 9599, "loss_box_reg": 0.06089911609888077, "loss_cls": 0.03348114714026451, "loss_rpn_cls": 0.000990386528428644, "loss_rpn_loc": 0.003952149185352027, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008810225999695831, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48993415150016517, "total_loss": 0.10068146296544} {"data_time": 0.007741280500340508, "eta_seconds": 2663.2058111521565, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1406455862977602, "fast_rcnn/fg_cls_accuracy": 0.8593544137022397, "iteration": 9619, "loss_box_reg": 0.055383725091814995, "loss_cls": 0.03389077074825764, "loss_rpn_cls": 0.002392313559539616, "loss_rpn_loc": 0.004569067619740963, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007741280500340508, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.496912470001007, "total_loss": 0.09831305412808433} {"data_time": 0.009129856000072323, "eta_seconds": 2653.568928800196, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13478773584905662, "fast_rcnn/fg_cls_accuracy": 0.8610745614035088, "iteration": 9639, "loss_box_reg": 0.054310766980051994, "loss_cls": 0.027457453310489655, "loss_rpn_cls": 0.001776371500454843, "loss_rpn_loc": 0.003376498236320913, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009129856000072323, "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": 0.49615767800059984, "total_loss": 0.08863532723626122} {"data_time": 0.008084334000159288, "eta_seconds": 2643.092813342555, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 9659, "loss_box_reg": 0.051083941012620926, "loss_cls": 0.02823504898697138, "loss_rpn_cls": 0.0015914823161438107, "loss_rpn_loc": 0.004377295030280948, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008084334000159288, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49391122899942275, "total_loss": 0.08111852544243447} {"data_time": 0.01222978950045217, "eta_seconds": 2634.49107081713, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14119601328903653, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 9679, "loss_box_reg": 0.04912084341049194, "loss_cls": 0.02332958485931158, "loss_rpn_cls": 0.0029014883330091834, "loss_rpn_loc": 0.003799998899921775, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01222978950045217, "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": 0.5011234269995839, "total_loss": 0.07613417314132676} {"data_time": 0.009275649999835878, "eta_seconds": 2623.8172023510288, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 9699, "loss_box_reg": 0.06666941940784454, "loss_cls": 0.03667701780796051, "loss_rpn_cls": 0.0010875852312892675, "loss_rpn_loc": 0.004180380143225193, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009275649999835878, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49009182699956, "total_loss": 0.11637060320936143} {"data_time": 0.008157990999279718, "eta_seconds": 2613.208073518763, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11538461538461539, "fast_rcnn/fg_cls_accuracy": 0.8846153846153846, "iteration": 9719, "loss_box_reg": 0.05383363738656044, "loss_cls": 0.024916009046137333, "loss_rpn_cls": 0.003033129731193185, "loss_rpn_loc": 0.004462486831471324, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008157990999279718, "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": 0.4913835454999571, "total_loss": 0.08717284660087898} {"data_time": 0.008299319500110869, "eta_seconds": 2603.2231073580897, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11681818181818182, "fast_rcnn/fg_cls_accuracy": 0.8831818181818182, "iteration": 9739, "loss_box_reg": 0.05018291808664799, "loss_cls": 0.0270714545622468, "loss_rpn_cls": 0.0016890742699615657, "loss_rpn_loc": 0.004323681350797415, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008299319500110869, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49399766200076556, "total_loss": 0.08572264207759872} {"data_time": 0.009229817499544879, "eta_seconds": 2593.165037761846, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11542730299667037, "fast_rcnn/fg_cls_accuracy": 0.8845726970033296, "iteration": 9759, "loss_box_reg": 0.04585699737071991, "loss_cls": 0.024343050085008144, "loss_rpn_cls": 0.0016605366254225373, "loss_rpn_loc": 0.0032953638583421707, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009229817499544879, "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": 0.49566388849962095, "total_loss": 0.07459247356746346} {"data_time": 0.009477405000325234, "eta_seconds": 2583.0092722512563, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10827092152393358, "fast_rcnn/fg_cls_accuracy": 0.8917290784760664, "iteration": 9779, "loss_box_reg": 0.05191807635128498, "loss_cls": 0.02619061339646578, "loss_rpn_cls": 0.001870669482741505, "loss_rpn_loc": 0.004076087614521384, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009477405000325234, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49578258249948703, "total_loss": 0.0882985606440343} {"data_time": 0.009244830499483214, "eta_seconds": 2572.6923716065357, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14217171717171717, "fast_rcnn/fg_cls_accuracy": 0.8578282828282828, "iteration": 9799, "loss_box_reg": 0.05015507526695728, "loss_cls": 0.027344346046447754, "loss_rpn_cls": 0.0014202803722582757, "loss_rpn_loc": 0.004756114678457379, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009244830499483214, "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": 0.4928776705000928, "total_loss": 0.0837863702327013} {"data_time": 0.008139830500113021, "eta_seconds": 2561.986829357211, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.17410433689503457, "fast_rcnn/fg_cls_accuracy": 0.8258956631049654, "iteration": 9819, "loss_box_reg": 0.07705346867442131, "loss_cls": 0.03620383329689503, "loss_rpn_cls": 0.0025460313772782683, "loss_rpn_loc": 0.0051049403846263885, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008139830500113021, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48995102100070653, "total_loss": 0.12990194943267852} {"data_time": 0.009398833500199544, "eta_seconds": 2551.904310838072, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10547138047138047, "fast_rcnn/fg_cls_accuracy": 0.8945286195286195, "iteration": 9839, "loss_box_reg": 0.07173682749271393, "loss_cls": 0.03398215398192406, "loss_rpn_cls": 0.0012989070382900536, "loss_rpn_loc": 0.005416560219600797, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009398833500199544, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49233697049930925, "total_loss": 0.11206454734201543} {"data_time": 0.009680633500465774, "eta_seconds": 2541.9046751870337, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.13938769502502207, "fast_rcnn/fg_cls_accuracy": 0.8606123049749779, "iteration": 9859, "loss_box_reg": 0.07391951978206635, "loss_cls": 0.036668889224529266, "loss_rpn_cls": 0.0019125751568935812, "loss_rpn_loc": 0.003820335026830435, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009680633500465774, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4907208120002906, "total_loss": 0.11919039522763342} {"data_time": 0.008039102000111598, "eta_seconds": 2531.8975257640705, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1298920377867746, "fast_rcnn/fg_cls_accuracy": 0.8701079622132254, "iteration": 9879, "loss_box_reg": 0.047358449548482895, "loss_cls": 0.024913118220865726, "loss_rpn_cls": 0.0020238489378243685, "loss_rpn_loc": 0.004506537690758705, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008039102000111598, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49069613849951565, "total_loss": 0.07335310231428593} {"data_time": 0.008324030000039784, "eta_seconds": 2522.0073010540546, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1296763345943674, "fast_rcnn/fg_cls_accuracy": 0.8703236654056326, "iteration": 9899, "loss_box_reg": 0.0446623545140028, "loss_cls": 0.02410671580582857, "loss_rpn_cls": 0.0025961644714698195, "loss_rpn_loc": 0.004754748661071062, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008324030000039784, "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": 0.4926273629998832, "total_loss": 0.07612225133925676} {"data_time": 0.007971560999976646, "eta_seconds": 2511.8945977428302, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11895161290322581, "fast_rcnn/fg_cls_accuracy": 0.8810483870967742, "iteration": 9919, "loss_box_reg": 0.05650436505675316, "loss_cls": 0.02856109570711851, "loss_rpn_cls": 0.001453298144042492, "loss_rpn_loc": 0.00441872188821435, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007971560999976646, "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": 0.4954318020008941, "total_loss": 0.09545461845118552} {"data_time": 0.009126057499997842, "eta_seconds": 2501.329875550491, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.15256410256410258, "fast_rcnn/fg_cls_accuracy": 0.8474358974358975, "iteration": 9939, "loss_box_reg": 0.04991552233695984, "loss_cls": 0.031071924604475498, "loss_rpn_cls": 0.002121807774528861, "loss_rpn_loc": 0.004149257438257337, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009126057499997842, "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": 0.4941182790007588, "total_loss": 0.08585313352523372} {"data_time": 0.008380771500014816, "eta_seconds": 2490.26572115843, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8754838709677419, "iteration": 9959, "loss_box_reg": 0.06889914348721504, "loss_cls": 0.045153917744755745, "loss_rpn_cls": 0.00263655511662364, "loss_rpn_loc": 0.006075507495552301, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008380771500014816, "roi_head/num_bg_samples": 479.25, "roi_head/num_fg_samples": 32.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.49111517799974536, "total_loss": 0.13465773011557758} {"data_time": 0.009579704500538355, "eta_seconds": 2480.5423463310035, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.13228438228438227, "fast_rcnn/fg_cls_accuracy": 0.8677156177156178, "iteration": 9979, "loss_box_reg": 0.05381036549806595, "loss_cls": 0.025873582810163498, "loss_rpn_cls": 0.002441421849653125, "loss_rpn_loc": 0.004374937154352665, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009579704500538355, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49231522350055457, "total_loss": 0.08655286810244434} {"data_time": 0.007422438499816053, "eta_seconds": 2472.1317225021266, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16279069767441862, "fast_rcnn/fg_cls_accuracy": 0.8369719981015662, "iteration": 9999, "loss_box_reg": 0.05854027159512043, "loss_cls": 0.03213959652930498, "loss_rpn_cls": 0.0031923583010211587, "loss_rpn_loc": 0.004260077374055982, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007422438499816053, "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": 0.4964731620002567, "total_loss": 0.09536409101565368} {"data_time": 0.008559120499739947, "eta_seconds": 2459.9442084871043, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13196594427244582, "fast_rcnn/fg_cls_accuracy": 0.8680340557275542, "iteration": 10019, "loss_box_reg": 0.053017403930425644, "loss_cls": 0.02747263479977846, "loss_rpn_cls": 0.0025399933801963925, "loss_rpn_loc": 0.003992991289123893, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008559120499739947, "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": 0.4932248234999861, "total_loss": 0.08150470216787653} {"data_time": 0.009449867000512313, "eta_seconds": 2450.2856071965653, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13301400147383935, "fast_rcnn/fg_cls_accuracy": 0.8669859985261607, "iteration": 10039, "loss_box_reg": 0.07106412574648857, "loss_cls": 0.044590581208467484, "loss_rpn_cls": 0.002868200303055346, "loss_rpn_loc": 0.005052916705608368, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009449867000512313, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4963981890005016, "total_loss": 0.12817386274400633} {"data_time": 0.008915611000702484, "eta_seconds": 2440.6672408287523, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.15646853146853146, "fast_rcnn/fg_cls_accuracy": 0.8435314685314685, "iteration": 10059, "loss_box_reg": 0.06693274527788162, "loss_cls": 0.031901394948363304, "loss_rpn_cls": 0.002305174828507006, "loss_rpn_loc": 0.0038121307734400034, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008915611000702484, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49531486999967456, "total_loss": 0.10831605864223093} {"data_time": 0.009100262499487144, "eta_seconds": 2430.62633801801, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 10079, "loss_box_reg": 0.04367954842746258, "loss_cls": 0.02597967442125082, "loss_rpn_cls": 0.0029884695541113615, "loss_rpn_loc": 0.004638558719307184, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009100262499487144, "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": 0.4985355895005341, "total_loss": 0.07633269886719063} {"data_time": 0.009512737499790092, "eta_seconds": 2422.7624900512637, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1298076923076923, "fast_rcnn/fg_cls_accuracy": 0.8701923076923077, "iteration": 10099, "loss_box_reg": 0.06017543561756611, "loss_cls": 0.029742110520601273, "loss_rpn_cls": 0.0028279959224164486, "loss_rpn_loc": 0.003791136550717056, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009512737499790092, "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": 0.5050152154999523, "total_loss": 0.10383964027278125} {"data_time": 0.01168068450078863, "eta_seconds": 2413.564483675509, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13265306122448978, "fast_rcnn/fg_cls_accuracy": 0.8673469387755102, "iteration": 10119, "loss_box_reg": 0.05312486179172993, "loss_cls": 0.03059876151382923, "loss_rpn_cls": 0.004859797656536102, "loss_rpn_loc": 0.004298633197322488, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01168068450078863, "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": 0.5138409689998298, "total_loss": 0.09630083723459393} {"data_time": 0.007356615499702457, "eta_seconds": 2404.5548940915432, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.158890290037831, "fast_rcnn/fg_cls_accuracy": 0.8396014143362263, "iteration": 10139, "loss_box_reg": 0.059517187997698784, "loss_cls": 0.03582377731800079, "loss_rpn_cls": 0.004860942251980305, "loss_rpn_loc": 0.005085109733045101, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007356615499702457, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.495298039500085, "total_loss": 0.09662802035745699} {"data_time": 0.009234166000169353, "eta_seconds": 2394.2639533983674, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.15300761754662462, "fast_rcnn/fg_cls_accuracy": 0.8469923824533754, "iteration": 10159, "loss_box_reg": 0.05270674265921116, "loss_cls": 0.026581978425383568, "loss_rpn_cls": 0.002763698692433536, "loss_rpn_loc": 0.004070439143106341, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009234166000169353, "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": 0.4905345514998771, "total_loss": 0.08783539506839588} {"data_time": 0.008386599000004935, "eta_seconds": 2384.7643188315305, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11834733893557423, "fast_rcnn/fg_cls_accuracy": 0.8816526610644257, "iteration": 10179, "loss_box_reg": 0.047866348177194595, "loss_cls": 0.02311824355274439, "loss_rpn_cls": 0.001606981037184596, "loss_rpn_loc": 0.0025810966035351157, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008386599000004935, "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": 0.4928192385004877, "total_loss": 0.07747838995419443} {"data_time": 0.007635839500835573, "eta_seconds": 2374.869031201524, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.15854779411764708, "fast_rcnn/fg_cls_accuracy": 0.8414522058823529, "iteration": 10199, "loss_box_reg": 0.07024523615837097, "loss_cls": 0.0320602860301733, "loss_rpn_cls": 0.0029277727007865906, "loss_rpn_loc": 0.004044478177092969, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007635839500835573, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49063713350005855, "total_loss": 0.10545668064150959} {"data_time": 0.009038502499606693, "eta_seconds": 2365.786890882373, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14203565267395055, "fast_rcnn/fg_cls_accuracy": 0.8579643473260494, "iteration": 10219, "loss_box_reg": 0.05794064700603485, "loss_cls": 0.02864879835397005, "loss_rpn_cls": 0.001570975931826979, "loss_rpn_loc": 0.0036192528204992414, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009038502499606693, "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": 0.5013617264994537, "total_loss": 0.10379417755757459} {"data_time": 0.008335456499480642, "eta_seconds": 2355.3632062778706, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14321493624772313, "fast_rcnn/fg_cls_accuracy": 0.8567850637522769, "iteration": 10239, "loss_box_reg": 0.06344604678452015, "loss_cls": 0.03180655371397734, "loss_rpn_cls": 0.0026333018904551864, "loss_rpn_loc": 0.004724787315353751, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008335456499480642, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49767759750011464, "total_loss": 0.10120254853973165} {"data_time": 0.009033237500261748, "eta_seconds": 2344.4692223956554, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14983164983164982, "fast_rcnn/fg_cls_accuracy": 0.8501683501683501, "iteration": 10259, "loss_box_reg": 0.059124138206243515, "loss_cls": 0.03245100472122431, "loss_rpn_cls": 0.0030445660231634974, "loss_rpn_loc": 0.004954896867275238, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009033237500261748, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4916033325007447, "total_loss": 0.10172768955817446} {"data_time": 0.008089337999990676, "eta_seconds": 2335.5702381578885, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.15301003344481606, "fast_rcnn/fg_cls_accuracy": 0.8469899665551839, "iteration": 10279, "loss_box_reg": 0.04624138027429581, "loss_cls": 0.023384293541312218, "loss_rpn_cls": 0.0035054220352321863, "loss_rpn_loc": 0.0044923210516572, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008089337999990676, "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": 0.4896746525000708, "total_loss": 0.07498662790749222} {"data_time": 0.009297995499764511, "eta_seconds": 2325.913508150461, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.15053956834532373, "fast_rcnn/fg_cls_accuracy": 0.8494604316546763, "iteration": 10299, "loss_box_reg": 0.05913538672029972, "loss_cls": 0.03223525360226631, "loss_rpn_cls": 0.004338396713137627, "loss_rpn_loc": 0.004283042624592781, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009297995499764511, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5020679895005742, "total_loss": 0.09914987973752432} {"data_time": 0.010042611000244506, "eta_seconds": 2315.497305421486, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1454553235193427, "fast_rcnn/fg_cls_accuracy": 0.8545446764806574, "iteration": 10319, "loss_box_reg": 0.07045260816812515, "loss_cls": 0.03481748327612877, "loss_rpn_cls": 0.0015147654339671135, "loss_rpn_loc": 0.003842610167339444, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010042611000244506, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49535984649901366, "total_loss": 0.11079744368907996} {"data_time": 0.008313394000651897, "eta_seconds": 2305.6020177914797, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11513157894736842, "fast_rcnn/fg_cls_accuracy": 0.8848684210526316, "iteration": 10339, "loss_box_reg": 0.05299685522913933, "loss_cls": 0.022149259224534035, "loss_rpn_cls": 0.002042776788584888, "loss_rpn_loc": 0.004851357080042362, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008313394000651897, "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": 0.4967597985005341, "total_loss": 0.0810574036440812} {"data_time": 0.009818180999900505, "eta_seconds": 2296.4960614423035, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.14389233954451347, "fast_rcnn/fg_cls_accuracy": 0.8561076604554865, "iteration": 10359, "loss_box_reg": 0.046852029860019684, "loss_cls": 0.023733515292406082, "loss_rpn_cls": 0.002543176873587072, "loss_rpn_loc": 0.005456611048430204, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009818180999900505, "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": 0.4976011419994393, "total_loss": 0.07979196833912283} {"data_time": 0.007968316999722447, "eta_seconds": 2286.0333157165587, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1371473354231975, "fast_rcnn/fg_cls_accuracy": 0.8628526645768024, "iteration": 10379, "loss_box_reg": 0.07053354009985924, "loss_cls": 0.03079404029995203, "loss_rpn_cls": 0.0022269379114732146, "loss_rpn_loc": 0.0036882981657981873, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007968316999722447, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48711231400011457, "total_loss": 0.10645718692103401} {"data_time": 0.008113247500659782, "eta_seconds": 2274.8563240973454, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12915742793791574, "fast_rcnn/fg_cls_accuracy": 0.8708425720620843, "iteration": 10399, "loss_box_reg": 0.05045616067945957, "loss_cls": 0.024121670052409172, "loss_rpn_cls": 0.002538793778512627, "loss_rpn_loc": 0.0037122222129255533, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008113247500659782, "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": 0.49055148099887447, "total_loss": 0.07843332376796752} {"data_time": 0.007644677500138641, "eta_seconds": 2264.965644427357, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1449579831932773, "fast_rcnn/fg_cls_accuracy": 0.8550420168067226, "iteration": 10419, "loss_box_reg": 0.06514499709010124, "loss_cls": 0.03174655046314001, "loss_rpn_cls": 0.002408965374343097, "loss_rpn_loc": 0.005936293862760067, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007644677500138641, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.4968109885003287, "total_loss": 0.11275459860917181} {"data_time": 0.008751985500566661, "eta_seconds": 2255.6383550399914, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11317135549872123, "fast_rcnn/fg_cls_accuracy": 0.8868286445012787, "iteration": 10439, "loss_box_reg": 0.048814576119184494, "loss_cls": 0.025779863819479942, "loss_rpn_cls": 0.0030961346346884966, "loss_rpn_loc": 0.003524360479786992, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008751985500566661, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.497465123999973, "total_loss": 0.0867321367841214} {"data_time": 0.008244362999903387, "eta_seconds": 2245.1660342904506, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.18274582560296848, "fast_rcnn/fg_cls_accuracy": 0.8172541743970316, "iteration": 10459, "loss_box_reg": 0.059884676709771156, "loss_cls": 0.03143221698701382, "loss_rpn_cls": 0.0029733391711488366, "loss_rpn_loc": 0.004563658963888884, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008244362999903387, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4913940784999795, "total_loss": 0.09291847795248032} {"data_time": 0.010123509499862848, "eta_seconds": 2235.8520536799915, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.12423103212576897, "fast_rcnn/fg_cls_accuracy": 0.8757689678742311, "iteration": 10479, "loss_box_reg": 0.0550501998513937, "loss_cls": 0.021647307090461254, "loss_rpn_cls": 0.0011638792348094285, "loss_rpn_loc": 0.0035621109418570995, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010123509499862848, "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": 0.49921778199950495, "total_loss": 0.08085215813480318} {"data_time": 0.008740900500015414, "eta_seconds": 2227.313677503389, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.15075757575757576, "fast_rcnn/fg_cls_accuracy": 0.8492424242424242, "iteration": 10499, "loss_box_reg": 0.044709524139761925, "loss_cls": 0.02452620305120945, "loss_rpn_cls": 0.001825787010602653, "loss_rpn_loc": 0.004198718350380659, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008740900500015414, "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": 0.4980670764998649, "total_loss": 0.07953829492907971} {"data_time": 0.009989254500396783, "eta_seconds": 2217.0409609604394, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11479591836734693, "fast_rcnn/fg_cls_accuracy": 0.8852040816326531, "iteration": 10519, "loss_box_reg": 0.050223831087350845, "loss_cls": 0.0267507154494524, "loss_rpn_cls": 0.0013284756569191813, "loss_rpn_loc": 0.003416467923671007, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009989254500396783, "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": 0.4931466690004527, "total_loss": 0.08416847558692098} {"data_time": 0.008882413500032271, "eta_seconds": 2208.4415173716297, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12265566391597899, "fast_rcnn/fg_cls_accuracy": 0.877344336084021, "iteration": 10539, "loss_box_reg": 0.06180810369551182, "loss_cls": 0.02345235738903284, "loss_rpn_cls": 0.0025272013153880835, "loss_rpn_loc": 0.005321101285517216, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008882413500032271, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49902210449999984, "total_loss": 0.09134497886407189} {"data_time": 0.007848884500162967, "eta_seconds": 2197.509162242204, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13075060532687652, "fast_rcnn/fg_cls_accuracy": 0.8692493946731235, "iteration": 10559, "loss_box_reg": 0.06614235229790211, "loss_cls": 0.03285449557006359, "loss_rpn_cls": 0.002170614548958838, "loss_rpn_loc": 0.00521255936473608, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007848884500162967, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4884036515004482, "total_loss": 0.10389790558838286} {"data_time": 0.007356973500463937, "eta_seconds": 2187.934648380924, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13707513416815742, "fast_rcnn/fg_cls_accuracy": 0.8629248658318426, "iteration": 10579, "loss_box_reg": 0.04920662380754948, "loss_cls": 0.02608274109661579, "loss_rpn_cls": 0.0036808005534112453, "loss_rpn_loc": 0.0044572181068360806, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007356973500463937, "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": 0.4954280049996669, "total_loss": 0.08804908115416765} {"data_time": 0.007731022000371013, "eta_seconds": 2178.731541801608, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1087962962962963, "fast_rcnn/fg_cls_accuracy": 0.8912037037037037, "iteration": 10599, "loss_box_reg": 0.057692812755703926, "loss_cls": 0.027702922001481056, "loss_rpn_cls": 0.0021531477104872465, "loss_rpn_loc": 0.003657927503809333, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007731022000371013, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49386595400028455, "total_loss": 0.09413286513881758} {"data_time": 0.007983144999343494, "eta_seconds": 2168.4768836723924, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15942028985507245, "fast_rcnn/fg_cls_accuracy": 0.8405797101449275, "iteration": 10619, "loss_box_reg": 0.055267125368118286, "loss_cls": 0.02862552087754011, "loss_rpn_cls": 0.0029428271809592843, "loss_rpn_loc": 0.0043344805017113686, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007983144999343494, "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": 0.4955294475003029, "total_loss": 0.09775368438567966} {"data_time": 0.009383238499140134, "eta_seconds": 2158.924891421593, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15610599078341014, "fast_rcnn/fg_cls_accuracy": 0.8438940092165899, "iteration": 10639, "loss_box_reg": 0.08331126719713211, "loss_cls": 0.03961131162941456, "loss_rpn_cls": 0.0031537036411464214, "loss_rpn_loc": 0.005131907295435667, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009383238499140134, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.50211754799966, "total_loss": 0.13423672219505534} {"data_time": 0.007750218999717617, "eta_seconds": 2149.021566231586, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.8032258064516129, "iteration": 10659, "loss_box_reg": 0.06344901770353317, "loss_cls": 0.03491206094622612, "loss_rpn_cls": 0.0031317208195105195, "loss_rpn_loc": 0.005288373911753297, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007750218999717617, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4899177370007237, "total_loss": 0.10752455721376464} {"data_time": 0.01028997849971347, "eta_seconds": 2138.7717208823597, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.150997150997151, "fast_rcnn/fg_cls_accuracy": 0.849002849002849, "iteration": 10679, "loss_box_reg": 0.05927702784538269, "loss_cls": 0.03314275946468115, "loss_rpn_cls": 0.0017044477281160653, "loss_rpn_loc": 0.0042500607669353485, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01028997849971347, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4967965670002741, "total_loss": 0.09764532468398102} {"data_time": 0.007884262000516173, "eta_seconds": 2128.3219585032384, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1359784283513097, "fast_rcnn/fg_cls_accuracy": 0.8640215716486903, "iteration": 10699, "loss_box_reg": 0.07711079716682434, "loss_cls": 0.03421374782919884, "loss_rpn_cls": 0.003319985349662602, "loss_rpn_loc": 0.005045695696026087, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007884262000516173, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4898514915003034, "total_loss": 0.11829776735976338} {"data_time": 0.012487804499869526, "eta_seconds": 2120.5388806605333, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1725417439703154, "fast_rcnn/fg_cls_accuracy": 0.8274582560296846, "iteration": 10719, "loss_box_reg": 0.04958666115999222, "loss_cls": 0.028005373664200306, "loss_rpn_cls": 0.002406420710030943, "loss_rpn_loc": 0.004456510068848729, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012487804499869526, "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": 0.4995431240004109, "total_loss": 0.08545441483147442} {"data_time": 0.00867276450026111, "eta_seconds": 2110.629820470531, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14060258249641322, "fast_rcnn/fg_cls_accuracy": 0.8593974175035868, "iteration": 10739, "loss_box_reg": 0.07424643635749817, "loss_cls": 0.030315066687762737, "loss_rpn_cls": 0.003554281312972307, "loss_rpn_loc": 0.005345296813175082, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00867276450026111, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4950884004992986, "total_loss": 0.11241058455198072} {"data_time": 0.008191860500119219, "eta_seconds": 2100.6611119627632, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12132867132867133, "fast_rcnn/fg_cls_accuracy": 0.8786713286713286, "iteration": 10759, "loss_box_reg": 0.0543612465262413, "loss_cls": 0.028503534384071827, "loss_rpn_cls": 0.004064861219376326, "loss_rpn_loc": 0.0038367677479982376, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008191860500119219, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49227381349919597, "total_loss": 0.0974571033148095} {"data_time": 0.008700457000486495, "eta_seconds": 2089.263116232305, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10572363964777602, "fast_rcnn/fg_cls_accuracy": 0.894276360352224, "iteration": 10779, "loss_box_reg": 0.06050420179963112, "loss_cls": 0.027754604816436768, "loss_rpn_cls": 0.002524400711990893, "loss_rpn_loc": 0.005347471684217453, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008700457000486495, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4888681884995094, "total_loss": 0.10025880459579639} {"data_time": 0.007641982999302854, "eta_seconds": 2080.843554302737, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16064911366006257, "fast_rcnn/fg_cls_accuracy": 0.8393508863399375, "iteration": 10799, "loss_box_reg": 0.0688735768198967, "loss_cls": 0.03791804984211922, "loss_rpn_cls": 0.0027818280505016446, "loss_rpn_loc": 0.004594500409439206, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007641982999302854, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49829170650082233, "total_loss": 0.12252496753353626} {"data_time": 0.00954258599995228, "eta_seconds": 2071.040554551764, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11729323308270675, "fast_rcnn/fg_cls_accuracy": 0.8827067669172932, "iteration": 10819, "loss_box_reg": 0.053316498175263405, "loss_cls": 0.02693568356335163, "loss_rpn_cls": 0.0033055616077035666, "loss_rpn_loc": 0.0035874617751687765, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00954258599995228, "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": 0.4905541155003448, "total_loss": 0.0891388751915656} {"data_time": 0.009072916999684821, "eta_seconds": 2061.131269601756, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13049645390070921, "fast_rcnn/fg_cls_accuracy": 0.8695035460992908, "iteration": 10839, "loss_box_reg": 0.04676211439073086, "loss_cls": 0.0253971042111516, "loss_rpn_cls": 0.0024240537313744426, "loss_rpn_loc": 0.004216104745864868, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009072916999684821, "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": 0.4899546635006118, "total_loss": 0.0806620126531925} {"data_time": 0.009577044001161994, "eta_seconds": 2051.400371038835, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.11737704918032787, "fast_rcnn/fg_cls_accuracy": 0.8826229508196721, "iteration": 10859, "loss_box_reg": 0.0529436431825161, "loss_cls": 0.026673157699406147, "loss_rpn_cls": 0.003692170837894082, "loss_rpn_loc": 0.004024798283353448, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009577044001161994, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4942375800001173, "total_loss": 0.089771970116999} {"data_time": 0.00779620849971252, "eta_seconds": 2042.8195732224412, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16481187069422365, "fast_rcnn/fg_cls_accuracy": 0.8351881293057764, "iteration": 10879, "loss_box_reg": 0.0964163988828659, "loss_cls": 0.03818569704890251, "loss_rpn_cls": 0.003526813699863851, "loss_rpn_loc": 0.006079263053834438, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00779620849971252, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4937573944998803, "total_loss": 0.14894509688019753} {"data_time": 0.008302132000608253, "eta_seconds": 2032.983280051485, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11035007610350075, "fast_rcnn/fg_cls_accuracy": 0.8896499238964992, "iteration": 10899, "loss_box_reg": 0.05231860466301441, "loss_cls": 0.024471990764141083, "loss_rpn_cls": 0.003983571892604232, "loss_rpn_loc": 0.006459370255470276, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008302132000608253, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.4963487115001044, "total_loss": 0.07994372048415244} {"data_time": 0.008669591000398214, "eta_seconds": 2022.9585948021122, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.10762548262548263, "fast_rcnn/fg_cls_accuracy": 0.8923745173745175, "iteration": 10919, "loss_box_reg": 0.0620316993445158, "loss_cls": 0.028268497437238693, "loss_rpn_cls": 0.001111001765821129, "loss_rpn_loc": 0.003933487692847848, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008669591000398214, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49277580299985857, "total_loss": 0.09103622088150587} {"data_time": 0.009268750999581243, "eta_seconds": 2013.0697736124057, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13125763125763126, "fast_rcnn/fg_cls_accuracy": 0.8687423687423688, "iteration": 10939, "loss_box_reg": 0.06555839255452156, "loss_cls": 0.038687124848365784, "loss_rpn_cls": 0.003359086229465902, "loss_rpn_loc": 0.00551345432177186, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009268750999581243, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4953259874992, "total_loss": 0.11588111938908696} {"data_time": 0.009333193999736977, "eta_seconds": 2003.8431511964518, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11495388669301712, "fast_rcnn/fg_cls_accuracy": 0.8850461133069829, "iteration": 10959, "loss_box_reg": 0.04463639669120312, "loss_cls": 0.022967807948589325, "loss_rpn_cls": 0.0014180708676576614, "loss_rpn_loc": 0.004864494316279888, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009333193999736977, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49737388199901034, "total_loss": 0.07487617450533435} {"data_time": 0.008520788499481569, "eta_seconds": 1993.9834416276244, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1438415159345392, "fast_rcnn/fg_cls_accuracy": 0.8561584840654608, "iteration": 10979, "loss_box_reg": 0.05104135908186436, "loss_cls": 0.02808194048702717, "loss_rpn_cls": 0.0021933949319645762, "loss_rpn_loc": 0.0037311766063794494, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008520788499481569, "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": 0.4941434415004551, "total_loss": 0.09106526580580976} {"data_time": 0.00812216400026955, "eta_seconds": 1983.3983220014488, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.17334167709637047, "fast_rcnn/fg_cls_accuracy": 0.8266583229036295, "iteration": 10999, "loss_box_reg": 0.05617794021964073, "loss_cls": 0.03319871611893177, "loss_rpn_cls": 0.003247732063755393, "loss_rpn_loc": 0.00497791962698102, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00812216400026955, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49459309250050865, "total_loss": 0.10016128187999129} {"data_time": 0.008771756500209449, "eta_seconds": 1974.30699531973, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.19002672903441364, "fast_rcnn/fg_cls_accuracy": 0.8099732709655865, "iteration": 11019, "loss_box_reg": 0.08177239075303078, "loss_cls": 0.038661081343889236, "loss_rpn_cls": 0.003934931242838502, "loss_rpn_loc": 0.005171141820028424, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008771756500209449, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49714679599946976, "total_loss": 0.1357897447887808} {"data_time": 0.00796240450017649, "eta_seconds": 1964.2224947376599, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1188235294117647, "fast_rcnn/fg_cls_accuracy": 0.8811764705882352, "iteration": 11039, "loss_box_reg": 0.045995330438017845, "loss_cls": 0.02422802336513996, "loss_rpn_cls": 0.0016520453500561416, "loss_rpn_loc": 0.0035130842588841915, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00796240450017649, "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": 0.4945978975001708, "total_loss": 0.08269970665423898} {"data_time": 0.008229269500588998, "eta_seconds": 1953.5701743923346, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11363636363636363, "fast_rcnn/fg_cls_accuracy": 0.8863636363636364, "iteration": 11059, "loss_box_reg": 0.04609127156436443, "loss_cls": 0.022104659117758274, "loss_rpn_cls": 0.002871557720936835, "loss_rpn_loc": 0.004144294420257211, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008229269500588998, "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": 0.4900503339995339, "total_loss": 0.0734453948243754} {"data_time": 0.007697349000409304, "eta_seconds": 1943.6268852020294, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1332263242375602, "fast_rcnn/fg_cls_accuracy": 0.8667736757624398, "iteration": 11079, "loss_box_reg": 0.05121904984116554, "loss_cls": 0.024878130294382572, "loss_rpn_cls": 0.003047469421289861, "loss_rpn_loc": 0.0038953482871875167, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007697349000409304, "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": 0.49575525199907133, "total_loss": 0.08337473415303975} {"data_time": 0.01051485700008925, "eta_seconds": 1933.2269794506828, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16304829419583516, "fast_rcnn/fg_cls_accuracy": 0.8369517058041649, "iteration": 11099, "loss_box_reg": 0.0675048790872097, "loss_cls": 0.03653673082590103, "loss_rpn_cls": 0.0026432530721649528, "loss_rpn_loc": 0.004300623433664441, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01051485700008925, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5013409319999482, "total_loss": 0.11001798073993996} {"data_time": 0.011823120000372, "eta_seconds": 1922.6733517194953, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8722826086956521, "iteration": 11119, "loss_box_reg": 0.06104469858109951, "loss_cls": 0.026223918423056602, "loss_rpn_cls": 0.0026394142769277096, "loss_rpn_loc": 0.004361065337434411, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011823120000372, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5006994405002843, "total_loss": 0.0934442434227094} {"data_time": 0.009596393000720127, "eta_seconds": 1913.0470440463068, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1245394252026529, "fast_rcnn/fg_cls_accuracy": 0.8754605747973471, "iteration": 11139, "loss_box_reg": 0.053393878042697906, "loss_cls": 0.029157310724258423, "loss_rpn_cls": 0.0022059748880565166, "loss_rpn_loc": 0.004384574480354786, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009596393000720127, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49872176999997464, "total_loss": 0.08838334494794253} {"data_time": 0.0077197404998514685, "eta_seconds": 1902.7821753616445, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.13084795321637427, "fast_rcnn/fg_cls_accuracy": 0.8691520467836258, "iteration": 11159, "loss_box_reg": 0.05007876828312874, "loss_cls": 0.02979178261011839, "loss_rpn_cls": 0.0011593345552682877, "loss_rpn_loc": 0.003854293725453317, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0077197404998514685, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48940561049948883, "total_loss": 0.08334358004503883} {"data_time": 0.007990490000338468, "eta_seconds": 1892.801941712678, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17904761904761907, "fast_rcnn/fg_cls_accuracy": 0.820952380952381, "iteration": 11179, "loss_box_reg": 0.10042542219161987, "loss_cls": 0.04607395641505718, "loss_rpn_cls": 0.0025638253428041935, "loss_rpn_loc": 0.00604650960303843, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007990490000338468, "roi_head/num_bg_samples": 481.5, "roi_head/num_fg_samples": 30.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48677497999960906, "total_loss": 0.1569710353796836} {"data_time": 0.007423575999382592, "eta_seconds": 1882.288405201507, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.15789473684210525, "fast_rcnn/fg_cls_accuracy": 0.8421052631578947, "iteration": 11199, "loss_box_reg": 0.04731863737106323, "loss_cls": 0.02500112634152174, "loss_rpn_cls": 0.0016493010916747153, "loss_rpn_loc": 0.003552014590241015, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007423575999382592, "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": 0.485915663999549, "total_loss": 0.07608340203296393} {"data_time": 0.009555549000651808, "eta_seconds": 1871.8867106103608, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.16803760282021152, "fast_rcnn/fg_cls_accuracy": 0.8319623971797885, "iteration": 11219, "loss_box_reg": 0.051830045878887177, "loss_cls": 0.026733195409178734, "loss_rpn_cls": 0.00278279185295105, "loss_rpn_loc": 0.004147850442677736, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009555549000651808, "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": 0.49889390349926543, "total_loss": 0.08171572117134929} {"data_time": 0.00990750700020726, "eta_seconds": 1861.9825481203588, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11215932914046121, "fast_rcnn/fg_cls_accuracy": 0.8878406708595388, "iteration": 11239, "loss_box_reg": 0.049985166639089584, "loss_cls": 0.02461180929094553, "loss_rpn_cls": 0.0020510907052084804, "loss_rpn_loc": 0.005016041453927755, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00990750700020726, "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": 0.49536294049994467, "total_loss": 0.08023748413688736} {"data_time": 0.009456478499487275, "eta_seconds": 1851.9505748682059, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 11259, "loss_box_reg": 0.057281872257590294, "loss_cls": 0.029258163645863533, "loss_rpn_cls": 0.0018221093923784792, "loss_rpn_loc": 0.005343022057786584, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009456478499487275, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4885549890004768, "total_loss": 0.09078418696299195} {"data_time": 0.00900996650034358, "eta_seconds": 1841.8279711171272, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14130284130284132, "fast_rcnn/fg_cls_accuracy": 0.8586971586971588, "iteration": 11279, "loss_box_reg": 0.0822746492922306, "loss_cls": 0.03825100138783455, "loss_rpn_cls": 0.0024724247632548213, "loss_rpn_loc": 0.0047817593440413475, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00900996650034358, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49262207399988256, "total_loss": 0.12537543028702203} {"data_time": 0.00900452000041696, "eta_seconds": 1831.8102542470115, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1663953488372093, "fast_rcnn/fg_cls_accuracy": 0.8336046511627907, "iteration": 11299, "loss_box_reg": 0.05927255377173424, "loss_cls": 0.031210587359964848, "loss_rpn_cls": 0.0046474451664835215, "loss_rpn_loc": 0.004474028246477246, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00900452000041696, "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": 0.5012815629997931, "total_loss": 0.09365182928740978} {"data_time": 0.009251413999663782, "eta_seconds": 1821.8301619187696, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1425339366515837, "fast_rcnn/fg_cls_accuracy": 0.8574660633484164, "iteration": 11319, "loss_box_reg": 0.04707253724336624, "loss_cls": 0.028942354954779148, "loss_rpn_cls": 0.0016834245179779828, "loss_rpn_loc": 0.003752320888452232, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009251413999663782, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49330259099951945, "total_loss": 0.08538124605547637} {"data_time": 0.008529113500117091, "eta_seconds": 1811.9289110387763, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13873626373626374, "fast_rcnn/fg_cls_accuracy": 0.8612637362637363, "iteration": 11339, "loss_box_reg": 0.06536397337913513, "loss_cls": 0.036074358969926834, "loss_rpn_cls": 0.003705064649693668, "loss_rpn_loc": 0.005229967879131436, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008529113500117091, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.49557267450018117, "total_loss": 0.11966492468491197} {"data_time": 0.0072536134994152235, "eta_seconds": 1801.484091680104, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12878787878787878, "fast_rcnn/fg_cls_accuracy": 0.8712121212121212, "iteration": 11359, "loss_box_reg": 0.05148154869675636, "loss_cls": 0.023122375831007957, "loss_rpn_cls": 0.001986212795600295, "loss_rpn_loc": 0.0030130845261737704, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0072536134994152235, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48805607500071346, "total_loss": 0.08010590332560241} {"data_time": 0.009018069500598358, "eta_seconds": 1792.0138888185465, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1296641791044776, "fast_rcnn/fg_cls_accuracy": 0.8703358208955223, "iteration": 11379, "loss_box_reg": 0.05785881541669369, "loss_cls": 0.027297871187329292, "loss_rpn_cls": 0.0015971013344824314, "loss_rpn_loc": 0.0036698272451758385, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009018069500598358, "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": 0.49138013900028454, "total_loss": 0.0888091411034111} {"data_time": 0.007934612999633828, "eta_seconds": 1782.2251583987963, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1029325513196481, "fast_rcnn/fg_cls_accuracy": 0.8970674486803518, "iteration": 11399, "loss_box_reg": 0.04314965754747391, "loss_cls": 0.025032056495547295, "loss_rpn_cls": 0.0020475637866184115, "loss_rpn_loc": 0.003293753834441304, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007934612999633828, "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": 0.4964306439997017, "total_loss": 0.07599556269997265} {"data_time": 0.007448580499840318, "eta_seconds": 1771.7892989601023, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13462208289794497, "fast_rcnn/fg_cls_accuracy": 0.865377917102055, "iteration": 11419, "loss_box_reg": 0.0665073860436678, "loss_cls": 0.03561887890100479, "loss_rpn_cls": 0.001770947070326656, "loss_rpn_loc": 0.004737472161650658, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007448580499840318, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49364291050005704, "total_loss": 0.11621676705544814} {"data_time": 0.00761447000058979, "eta_seconds": 1761.7545087198596, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1043360433604336, "fast_rcnn/fg_cls_accuracy": 0.8856209150326797, "iteration": 11439, "loss_box_reg": 0.0522477813065052, "loss_cls": 0.02352108247578144, "loss_rpn_cls": 0.0027305169496685266, "loss_rpn_loc": 0.003799967817030847, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00761447000058979, "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": 0.4970267505004813, "total_loss": 0.07907499867724255} {"data_time": 0.010715563999838196, "eta_seconds": 1751.9927704801012, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15748230535894844, "fast_rcnn/fg_cls_accuracy": 0.8425176946410515, "iteration": 11459, "loss_box_reg": 0.07597611844539642, "loss_cls": 0.03700542077422142, "loss_rpn_cls": 0.00329153542406857, "loss_rpn_loc": 0.004658532096073031, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010715563999838196, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4943800034998276, "total_loss": 0.12361962231807411} {"data_time": 0.007634506499925919, "eta_seconds": 1741.7139273590874, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 11479, "loss_box_reg": 0.06515366956591606, "loss_cls": 0.03261039778590202, "loss_rpn_cls": 0.0023585882736369967, "loss_rpn_loc": 0.004018147010356188, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007634506499925919, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4929817619995447, "total_loss": 0.10535828626598231} {"data_time": 0.009116424499552522, "eta_seconds": 1731.6504187519968, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08605263157894737, "fast_rcnn/fg_cls_accuracy": 0.9139473684210526, "iteration": 11499, "loss_box_reg": 0.04333932138979435, "loss_cls": 0.02291494607925415, "loss_rpn_cls": 0.0026897334028035402, "loss_rpn_loc": 0.003515638643875718, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009116424499552522, "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": 0.49261862649927934, "total_loss": 0.07229384436504915} {"data_time": 0.008739201000935282, "eta_seconds": 1721.7926643598184, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1451990632318501, "fast_rcnn/fg_cls_accuracy": 0.8548009367681498, "iteration": 11519, "loss_box_reg": 0.05043451301753521, "loss_cls": 0.029811414889991283, "loss_rpn_cls": 0.0030404296703636646, "loss_rpn_loc": 0.0041654896922409534, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008739201000935282, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4982631000002584, "total_loss": 0.08323369044228457} {"data_time": 0.009898569000142743, "eta_seconds": 1711.860128251974, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16575154426904598, "fast_rcnn/fg_cls_accuracy": 0.834248455730954, "iteration": 11539, "loss_box_reg": 0.06245608255267143, "loss_cls": 0.032152002677321434, "loss_rpn_cls": 0.0034126247046515346, "loss_rpn_loc": 0.004507300676777959, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009898569000142743, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49931977150026796, "total_loss": 0.10331238331855275} {"data_time": 0.007918443000562547, "eta_seconds": 1701.440835360263, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11758241758241758, "fast_rcnn/fg_cls_accuracy": 0.8824175824175824, "iteration": 11559, "loss_box_reg": 0.05035925470292568, "loss_cls": 0.02548458892852068, "loss_rpn_cls": 0.002242479706183076, "loss_rpn_loc": 0.004793768748641014, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007918443000562547, "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": 0.46402552249946893, "total_loss": 0.0817000245442614} {"data_time": 0.011442578000242065, "eta_seconds": 1692.1588894203342, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.8806818181818181, "iteration": 11579, "loss_box_reg": 0.0520163606852293, "loss_cls": 0.025493684224784374, "loss_rpn_cls": 0.0015768957673572004, "loss_rpn_loc": 0.0038359365426003933, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011442578000242065, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5039437469995391, "total_loss": 0.08965538495976944} {"data_time": 0.01650639750096161, "eta_seconds": 1682.5118841014046, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17825704225352113, "fast_rcnn/fg_cls_accuracy": 0.8217429577464789, "iteration": 11599, "loss_box_reg": 0.06479677930474281, "loss_cls": 0.035464558750391006, "loss_rpn_cls": 0.003896779380738735, "loss_rpn_loc": 0.005061293486505747, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01650639750096161, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5055215795000549, "total_loss": 0.12508770430576988} {"data_time": 0.008193439500246313, "eta_seconds": 1672.6147553713963, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8452380952380952, "iteration": 11619, "loss_box_reg": 0.061260886490345, "loss_cls": 0.033053621649742126, "loss_rpn_cls": 0.004006466595456004, "loss_rpn_loc": 0.004224379081279039, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008193439500246313, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49554938549954386, "total_loss": 0.10664279415505007} {"data_time": 0.007737856499261397, "eta_seconds": 1662.4718913603283, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12265331664580725, "fast_rcnn/fg_cls_accuracy": 0.8773466833541927, "iteration": 11639, "loss_box_reg": 0.050866441801190376, "loss_cls": 0.02498331479728222, "loss_rpn_cls": 0.002052904514130205, "loss_rpn_loc": 0.0037735868245363235, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007737856499261397, "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": 0.4933421759997145, "total_loss": 0.07887871115235612} {"data_time": 0.00793833350053319, "eta_seconds": 1652.5762253403263, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1324561403508772, "fast_rcnn/fg_cls_accuracy": 0.8675438596491228, "iteration": 11659, "loss_box_reg": 0.05980172008275986, "loss_cls": 0.029880544170737267, "loss_rpn_cls": 0.001917414483614266, "loss_rpn_loc": 0.004731441847980022, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00793833350053319, "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": 0.49392968300071516, "total_loss": 0.09487755499139894} {"data_time": 0.008408107500144979, "eta_seconds": 1642.6969916579037, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10916289592760181, "fast_rcnn/fg_cls_accuracy": 0.8908371040723981, "iteration": 11679, "loss_box_reg": 0.05821511149406433, "loss_cls": 0.028723026625812054, "loss_rpn_cls": 0.0026638814015313983, "loss_rpn_loc": 0.0035607728641480207, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008408107500144979, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49850588899880677, "total_loss": 0.09642280128900893} {"data_time": 0.009027410500493716, "eta_seconds": 1633.3970202022101, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11411411411411411, "fast_rcnn/fg_cls_accuracy": 0.8858858858858858, "iteration": 11699, "loss_box_reg": 0.04820481687784195, "loss_cls": 0.026320009492337704, "loss_rpn_cls": 0.002660063444636762, "loss_rpn_loc": 0.003390455269254744, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009027410500493716, "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": 0.49592821999976877, "total_loss": 0.08322258677799255} {"data_time": 0.008236182500695577, "eta_seconds": 1622.6138089569577, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1367983367983368, "fast_rcnn/fg_cls_accuracy": 0.8632016632016632, "iteration": 11719, "loss_box_reg": 0.0465218685567379, "loss_cls": 0.023420573212206364, "loss_rpn_cls": 0.0031304751755669713, "loss_rpn_loc": 0.0036672952119261026, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008236182500695577, "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": 0.48955347999981313, "total_loss": 0.08227794233243912} {"data_time": 0.007660672499696375, "eta_seconds": 1612.9801447306272, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12512218963831867, "fast_rcnn/fg_cls_accuracy": 0.8748778103616813, "iteration": 11739, "loss_box_reg": 0.05544639006257057, "loss_cls": 0.024859953671693802, "loss_rpn_cls": 0.002153713721781969, "loss_rpn_loc": 0.0038232646184042096, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007660672499696375, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49921033500049816, "total_loss": 0.0842224222724326} {"data_time": 0.007567968999865116, "eta_seconds": 1603.0845610206234, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8397435897435898, "iteration": 11759, "loss_box_reg": 0.06466281786561012, "loss_cls": 0.035550376400351524, "loss_rpn_cls": 0.0024831551127135754, "loss_rpn_loc": 0.004101057769730687, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007567968999865116, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49281843150038185, "total_loss": 0.11924230513977818} {"data_time": 0.008537878499737417, "eta_seconds": 1593.3687370302323, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.09864603481624759, "fast_rcnn/fg_cls_accuracy": 0.8970233306516493, "iteration": 11779, "loss_box_reg": 0.050637198612093925, "loss_cls": 0.02018715161830187, "loss_rpn_cls": 0.002867046627216041, "loss_rpn_loc": 0.004789504921063781, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008537878499737417, "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": 0.4942797519997839, "total_loss": 0.0778865417232737} {"data_time": 0.008675054000377713, "eta_seconds": 1583.4720368002309, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1541917808219178, "fast_rcnn/fg_cls_accuracy": 0.8458082191780822, "iteration": 11799, "loss_box_reg": 0.07020610570907593, "loss_cls": 0.031074325554072857, "loss_rpn_cls": 0.00284569407813251, "loss_rpn_loc": 0.004957959987223148, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008675054000377713, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4953787824997562, "total_loss": 0.10811304859817028} {"data_time": 0.0095572579994041, "eta_seconds": 1573.5753365702294, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.18707482993197277, "fast_rcnn/fg_cls_accuracy": 0.8129251700680272, "iteration": 11819, "loss_box_reg": 0.05599885806441307, "loss_cls": 0.0318948682397604, "loss_rpn_cls": 0.001982007408514619, "loss_rpn_loc": 0.005105004413053393, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0095572579994041, "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": 0.4938521325002512, "total_loss": 0.09535680676344782} {"data_time": 0.008084589500867878, "eta_seconds": 1563.7463393413054, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15003380091262464, "fast_rcnn/fg_cls_accuracy": 0.8499661990873754, "iteration": 11839, "loss_box_reg": 0.06912048533558846, "loss_cls": 0.03701578080654144, "loss_rpn_cls": 0.0031120902858674526, "loss_rpn_loc": 0.0064129221718758345, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008084589500867878, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49549174749972735, "total_loss": 0.11257285013562068} {"data_time": 0.009266030499929911, "eta_seconds": 1554.202013162103, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1221275018532246, "fast_rcnn/fg_cls_accuracy": 0.8778724981467754, "iteration": 11859, "loss_box_reg": 0.05030628480017185, "loss_cls": 0.02476348727941513, "loss_rpn_cls": 0.002223844057880342, "loss_rpn_loc": 0.004226649878546596, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009266030499929911, "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": 0.4965720304999195, "total_loss": 0.08416617522016168} {"data_time": 0.009017662499900325, "eta_seconds": 1544.7589435175905, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 11879, "loss_box_reg": 0.05782504938542843, "loss_cls": 0.02647822815924883, "loss_rpn_cls": 0.002674957155250013, "loss_rpn_loc": 0.004229982849210501, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009017662499900325, "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": 0.4999264795005729, "total_loss": 0.09220485389232635} {"data_time": 0.008634866999273072, "eta_seconds": 1534.9718432494228, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1298920377867746, "fast_rcnn/fg_cls_accuracy": 0.8701079622132254, "iteration": 11899, "loss_box_reg": 0.04911128804087639, "loss_cls": 0.024149326607584953, "loss_rpn_cls": 0.0019318528939038515, "loss_rpn_loc": 0.0043539730831980705, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008634866999273072, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49924262600052316, "total_loss": 0.08355321525596082} {"data_time": 0.007683712499783724, "eta_seconds": 1525.49554234065, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1455026455026455, "fast_rcnn/fg_cls_accuracy": 0.8544973544973544, "iteration": 11919, "loss_box_reg": 0.06011454574763775, "loss_cls": 0.03061279095709324, "loss_rpn_cls": 0.0027786093996837735, "loss_rpn_loc": 0.004757347516715527, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007683712499783724, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.496784603499691, "total_loss": 0.09792155411560088} {"data_time": 0.007976473999406153, "eta_seconds": 1515.629672371233, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15441441441441442, "fast_rcnn/fg_cls_accuracy": 0.8455855855855856, "iteration": 11939, "loss_box_reg": 0.05518268793821335, "loss_cls": 0.030193385668098927, "loss_rpn_cls": 0.003405967610888183, "loss_rpn_loc": 0.004615847719833255, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007976473999406153, "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": 0.5002211220007666, "total_loss": 0.0905418306356296} {"data_time": 0.008954227999311115, "eta_seconds": 1505.723596081225, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21525096525096526, "fast_rcnn/fg_cls_accuracy": 0.7847490347490347, "iteration": 11959, "loss_box_reg": 0.0966973528265953, "loss_cls": 0.042395614087581635, "loss_rpn_cls": 0.003738720202818513, "loss_rpn_loc": 0.0053368303924798965, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008954227999311115, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4960779265002202, "total_loss": 0.14752050876268186} {"data_time": 0.009137176000876934, "eta_seconds": 1495.6483363709413, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1161236424394319, "fast_rcnn/fg_cls_accuracy": 0.8838763575605681, "iteration": 11979, "loss_box_reg": 0.06104402430355549, "loss_cls": 0.03366297110915184, "loss_rpn_cls": 0.002677168231457472, "loss_rpn_loc": 0.004510435042902827, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009137176000876934, "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": 0.48927117550010735, "total_loss": 0.10993855784181505} {"data_time": 0.009437150499252311, "eta_seconds": 1485.679480500039, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10443722943722944, "fast_rcnn/fg_cls_accuracy": 0.8955627705627706, "iteration": 11999, "loss_box_reg": 0.046076247468590736, "loss_cls": 0.022879786789417267, "loss_rpn_cls": 0.0035591257037594914, "loss_rpn_loc": 0.004474821267649531, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009437150499252311, "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": 0.49324397849977686, "total_loss": 0.07361432746984065} {"data_time": 0.0077238100002432475, "eta_seconds": 1475.120413003333, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12063953488372092, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 12019, "loss_box_reg": 0.05109873600304127, "loss_cls": 0.02715281117707491, "loss_rpn_cls": 0.003771038493141532, "loss_rpn_loc": 0.003406903357245028, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0077238100002432475, "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": 0.49212032749983337, "total_loss": 0.08769556166953407} {"data_time": 0.010688867000681057, "eta_seconds": 1464.9812204781483, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.15037593984962405, "fast_rcnn/fg_cls_accuracy": 0.849624060150376, "iteration": 12039, "loss_box_reg": 0.05207103304564953, "loss_cls": 0.02373503427952528, "loss_rpn_cls": 0.0021091364324092865, "loss_rpn_loc": 0.004249881254509091, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010688867000681057, "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": 0.4920505370000683, "total_loss": 0.08612267707940191} {"data_time": 0.011238402999879327, "eta_seconds": 1455.660965850002, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1351010101010101, "fast_rcnn/fg_cls_accuracy": 0.8648989898989898, "iteration": 12059, "loss_box_reg": 0.053761646151542664, "loss_cls": 0.026144739240407944, "loss_rpn_cls": 0.0024197413586080074, "loss_rpn_loc": 0.0033919011475518346, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011238402999879327, "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": 0.5013260334999359, "total_loss": 0.07921827236714307} {"data_time": 0.007867647499551822, "eta_seconds": 1445.1841769581733, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12095088819226751, "fast_rcnn/fg_cls_accuracy": 0.8790491118077325, "iteration": 12079, "loss_box_reg": 0.06352017633616924, "loss_cls": 0.026861506514251232, "loss_rpn_cls": 0.00338879122864455, "loss_rpn_loc": 0.004276726394891739, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007867647499551822, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48388499400061846, "total_loss": 0.09837488111224957} {"data_time": 0.008623692499895697, "eta_seconds": 1435.1595661009924, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15484515484515485, "fast_rcnn/fg_cls_accuracy": 0.8451548451548452, "iteration": 12099, "loss_box_reg": 0.056283263489603996, "loss_cls": 0.028629937209188938, "loss_rpn_cls": 0.00218852364923805, "loss_rpn_loc": 0.003573840018361807, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008623692499895697, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4962810354991234, "total_loss": 0.08872879715636373} {"data_time": 0.009286564499234373, "eta_seconds": 1424.9783087984542, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12328482328482329, "fast_rcnn/fg_cls_accuracy": 0.8767151767151767, "iteration": 12119, "loss_box_reg": 0.058404574170708656, "loss_cls": 0.027839625254273415, "loss_rpn_cls": 0.003000652650371194, "loss_rpn_loc": 0.004452674649655819, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009286564499234373, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4941523054994832, "total_loss": 0.09469292720314115} {"data_time": 0.00941070299995772, "eta_seconds": 1415.0368489413631, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13983739837398373, "fast_rcnn/fg_cls_accuracy": 0.8601626016260162, "iteration": 12139, "loss_box_reg": 0.05893770232796669, "loss_cls": 0.027112988755106926, "loss_rpn_cls": 0.00165363191626966, "loss_rpn_loc": 0.0032702366588637233, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00941070299995772, "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": 0.4967274129994621, "total_loss": 0.09617346891900524} {"data_time": 0.007307913000659028, "eta_seconds": 1405.283599959148, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1353641777370591, "fast_rcnn/fg_cls_accuracy": 0.8646358222629409, "iteration": 12159, "loss_box_reg": 0.05552978254854679, "loss_cls": 0.028041946701705456, "loss_rpn_cls": 0.002722440054640174, "loss_rpn_loc": 0.0060102506540715694, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007307913000659028, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4930194750004375, "total_loss": 0.09406396865961142} {"data_time": 0.010354400998949131, "eta_seconds": 1395.691568158236, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12583333333333335, "fast_rcnn/fg_cls_accuracy": 0.8741666666666666, "iteration": 12179, "loss_box_reg": 0.04787739738821983, "loss_cls": 0.02735680714249611, "loss_rpn_cls": 0.003665720229037106, "loss_rpn_loc": 0.00398692861199379, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010354400998949131, "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": 0.49619653200079483, "total_loss": 0.08707077999133617} {"data_time": 0.00787931000104436, "eta_seconds": 1385.8589135968941, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10889328063241106, "fast_rcnn/fg_cls_accuracy": 0.8911067193675889, "iteration": 12199, "loss_box_reg": 0.055164456367492676, "loss_cls": 0.028583388775587082, "loss_rpn_cls": 0.0018851949134841561, "loss_rpn_loc": 0.004577422048896551, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00787931000104436, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49075025850015663, "total_loss": 0.08340905810473487} {"data_time": 0.008657936999952653, "eta_seconds": 1375.7008934711484, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15388257575757575, "fast_rcnn/fg_cls_accuracy": 0.8461174242424243, "iteration": 12219, "loss_box_reg": 0.06896404922008514, "loss_cls": 0.03503093868494034, "loss_rpn_cls": 0.002877883263863623, "loss_rpn_loc": 0.004769400227814913, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008657936999952653, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48953040549986326, "total_loss": 0.11524961213581264} {"data_time": 0.0074006945005749, "eta_seconds": 1365.8760008409445, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.12403993855606758, "fast_rcnn/fg_cls_accuracy": 0.8759600614439325, "iteration": 12239, "loss_box_reg": 0.07875541225075722, "loss_cls": 0.03641217015683651, "loss_rpn_cls": 0.0023869010619819164, "loss_rpn_loc": 0.005398396635428071, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0074006945005749, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49646374150052, "total_loss": 0.12778037652606145} {"data_time": 0.010898525500124379, "eta_seconds": 1356.4014841230164, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.16233108108108107, "fast_rcnn/fg_cls_accuracy": 0.8376689189189189, "iteration": 12259, "loss_box_reg": 0.051370974630117416, "loss_cls": 0.026644316501915455, "loss_rpn_cls": 0.002599281957373023, "loss_rpn_loc": 0.0039642981719225645, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010898525500124379, "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": 0.49984782350020396, "total_loss": 0.08953300153370947} {"data_time": 0.008804672499536537, "eta_seconds": 1346.7267318403174, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16715896885069817, "fast_rcnn/fg_cls_accuracy": 0.8328410311493019, "iteration": 12279, "loss_box_reg": 0.07222480699419975, "loss_cls": 0.04206475056707859, "loss_rpn_cls": 0.0034239765955135226, "loss_rpn_loc": 0.0055154371075332165, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008804672499536537, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4977130664992728, "total_loss": 0.12045077503717039} {"data_time": 0.008598789999268774, "eta_seconds": 1336.9394331022704, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.13976324993274147, "fast_rcnn/fg_cls_accuracy": 0.8602367500672585, "iteration": 12299, "loss_box_reg": 0.06295931711792946, "loss_cls": 0.0309481518343091, "loss_rpn_cls": 0.002289104158990085, "loss_rpn_loc": 0.004833404906094074, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008598789999268774, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4984254314995269, "total_loss": 0.1067496269242838} {"data_time": 0.009202951499901246, "eta_seconds": 1327.3792381405656, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.16009221311475408, "fast_rcnn/fg_cls_accuracy": 0.8399077868852459, "iteration": 12319, "loss_box_reg": 0.062867796048522, "loss_cls": 0.029492910020053387, "loss_rpn_cls": 0.003870170214213431, "loss_rpn_loc": 0.0046914867125451565, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009202951499901246, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5042869845001405, "total_loss": 0.10189064033329487} {"data_time": 0.008652325999719324, "eta_seconds": 1317.2396209012368, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14087301587301587, "fast_rcnn/fg_cls_accuracy": 0.8591269841269842, "iteration": 12339, "loss_box_reg": 0.05328495055437088, "loss_cls": 0.028828558512032032, "loss_rpn_cls": 0.002239943714812398, "loss_rpn_loc": 0.003475251840427518, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008652325999719324, "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": 0.49264399299954675, "total_loss": 0.08763295074459165} {"data_time": 0.008193089500309725, "eta_seconds": 1307.22966792222, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 12359, "loss_box_reg": 0.05230053327977657, "loss_cls": 0.028314782306551933, "loss_rpn_cls": 0.00361138500738889, "loss_rpn_loc": 0.0048819975927472115, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008193089500309725, "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": 0.4898519984999439, "total_loss": 0.08765854930970818} {"data_time": 0.008862692000548122, "eta_seconds": 1297.6955079796426, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13475499092558985, "fast_rcnn/fg_cls_accuracy": 0.8652450090744102, "iteration": 12379, "loss_box_reg": 0.05174385569989681, "loss_cls": 0.02897658385336399, "loss_rpn_cls": 0.00269113527610898, "loss_rpn_loc": 0.005295796087011695, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008862692000548122, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49765367600048194, "total_loss": 0.09079251252114773} {"data_time": 0.009012238499963132, "eta_seconds": 1287.7005972997722, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 12399, "loss_box_reg": 0.0591413676738739, "loss_cls": 0.03707166574895382, "loss_rpn_cls": 0.004224704811349511, "loss_rpn_loc": 0.004745124839246273, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009012238499963132, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4948591820002548, "total_loss": 0.10150799452821957} {"data_time": 0.008496745499542158, "eta_seconds": 1278.1576735813178, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1370023419203747, "fast_rcnn/fg_cls_accuracy": 0.8629976580796253, "iteration": 12419, "loss_box_reg": 0.05317525938153267, "loss_cls": 0.03510752506554127, "loss_rpn_cls": 0.0014855446643196046, "loss_rpn_loc": 0.0042185361962765455, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008496745499542158, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5007154165004977, "total_loss": 0.09463624365162104} {"data_time": 0.008981582999695092, "eta_seconds": 1268.129927678965, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12117452440033084, "fast_rcnn/fg_cls_accuracy": 0.8788254755996692, "iteration": 12439, "loss_box_reg": 0.0472759697586298, "loss_cls": 0.02953221369534731, "loss_rpn_cls": 0.0019240652327425778, "loss_rpn_loc": 0.003895949572324753, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008981582999695092, "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": 0.49532839999938005, "total_loss": 0.08592491198214702} {"data_time": 0.009169727999505994, "eta_seconds": 1258.2226626189731, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.14539306846999156, "fast_rcnn/fg_cls_accuracy": 0.8546069315300084, "iteration": 12459, "loss_box_reg": 0.06754797697067261, "loss_cls": 0.0366023276001215, "loss_rpn_cls": 0.0032038261415436864, "loss_rpn_loc": 0.004724189173430204, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009169727999505994, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49545980950006197, "total_loss": 0.10903645388316363} {"data_time": 0.008440694999990228, "eta_seconds": 1248.3153975589812, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13373983739837397, "fast_rcnn/fg_cls_accuracy": 0.866260162601626, "iteration": 12479, "loss_box_reg": 0.059874679893255234, "loss_cls": 0.03171966318041086, "loss_rpn_cls": 0.0020954989595338702, "loss_rpn_loc": 0.004145265556871891, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008440694999990228, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49414876050104795, "total_loss": 0.10113944225304294} {"data_time": 0.01001177599937364, "eta_seconds": 1238.7200437478896, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12556154537286612, "fast_rcnn/fg_cls_accuracy": 0.8744384546271339, "iteration": 12499, "loss_box_reg": 0.06353427655994892, "loss_cls": 0.028280533850193024, "loss_rpn_cls": 0.001515764684882015, "loss_rpn_loc": 0.004213344771414995, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01001177599937364, "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": 0.4969284399994649, "total_loss": 0.09934197126858635} {"data_time": 0.008526095999513927, "eta_seconds": 1228.365540040686, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.16241758241758242, "fast_rcnn/fg_cls_accuracy": 0.8375824175824176, "iteration": 12519, "loss_box_reg": 0.04425189644098282, "loss_cls": 0.025129941292107105, "loss_rpn_cls": 0.0027876347303390503, "loss_rpn_loc": 0.0037458856822922826, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008526095999513927, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48914954750034667, "total_loss": 0.07317426294321194} {"data_time": 0.010408648499833362, "eta_seconds": 1218.3628728297845, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 12539, "loss_box_reg": 0.04590181075036526, "loss_cls": 0.025837039574980736, "loss_rpn_cls": 0.0025069010443985462, "loss_rpn_loc": 0.004741874290630221, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010408648499833362, "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": 0.49559922850039584, "total_loss": 0.08532702806405723} {"data_time": 0.00852361349916464, "eta_seconds": 1208.597921477558, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15346746575342465, "fast_rcnn/fg_cls_accuracy": 0.8465325342465753, "iteration": 12559, "loss_box_reg": 0.048238642513751984, "loss_cls": 0.026441678404808044, "loss_rpn_cls": 0.002178747206926346, "loss_rpn_loc": 0.0039295031456276774, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00852361349916464, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49187418299970886, "total_loss": 0.08336146641522646} {"data_time": 0.009952468500159739, "eta_seconds": 1198.404509498414, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09545454545454546, "fast_rcnn/fg_cls_accuracy": 0.9045454545454545, "iteration": 12579, "loss_box_reg": 0.04754685424268246, "loss_cls": 0.020053674466907978, "loss_rpn_cls": 0.0020286799408495426, "loss_rpn_loc": 0.00364046823233366, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009952468500159739, "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": 0.4961453470004926, "total_loss": 0.0705074674624484} {"data_time": 0.007895971500147425, "eta_seconds": 1187.8790687973378, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1636904761904762, "fast_rcnn/fg_cls_accuracy": 0.8363095238095238, "iteration": 12599, "loss_box_reg": 0.05401456914842129, "loss_cls": 0.028284436091780663, "loss_rpn_cls": 0.00253754376899451, "loss_rpn_loc": 0.0038197876419872046, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007895971500147425, "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": 0.4859814169994934, "total_loss": 0.08733045752160251} {"data_time": 0.009712603499792749, "eta_seconds": 1178.1543258831698, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.15417457305502846, "fast_rcnn/fg_cls_accuracy": 0.8458254269449715, "iteration": 12619, "loss_box_reg": 0.04833510145545006, "loss_cls": 0.02802689652889967, "loss_rpn_cls": 0.0055160620249807835, "loss_rpn_loc": 0.0047433082945644855, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009712603499792749, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5002686649995667, "total_loss": 0.0854295997414738} {"data_time": 0.008960845500041614, "eta_seconds": 1168.3576480003103, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11251352326000721, "fast_rcnn/fg_cls_accuracy": 0.8874864767399928, "iteration": 12639, "loss_box_reg": 0.06253083050251007, "loss_cls": 0.027766548097133636, "loss_rpn_cls": 0.005980916321277618, "loss_rpn_loc": 0.004734133603051305, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008960845500041614, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4995640460001596, "total_loss": 0.11251866964448709} {"data_time": 0.00738184499914496, "eta_seconds": 1158.4130044491394, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13523391812865498, "fast_rcnn/fg_cls_accuracy": 0.8647660818713451, "iteration": 12659, "loss_box_reg": 0.05468877963721752, "loss_cls": 0.03441718965768814, "loss_rpn_cls": 0.0028094524750486016, "loss_rpn_loc": 0.0044123088009655476, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00738184499914496, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48779523100074584, "total_loss": 0.10029638605192304} {"data_time": 0.012458356000934145, "eta_seconds": 1148.554976000305, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1471861471861472, "fast_rcnn/fg_cls_accuracy": 0.8528138528138528, "iteration": 12679, "loss_box_reg": 0.09025994688272476, "loss_cls": 0.044735612347722054, "loss_rpn_cls": 0.0014724389766342938, "loss_rpn_loc": 0.004761202028021216, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012458356000934145, "roi_head/num_bg_samples": 482.25, "roi_head/num_fg_samples": 29.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.498431891999644, "total_loss": 0.13900287613796536} {"data_time": 0.01200914550008747, "eta_seconds": 1138.6110727491541, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13574938574938575, "fast_rcnn/fg_cls_accuracy": 0.8642506142506143, "iteration": 12699, "loss_box_reg": 0.04642466455698013, "loss_cls": 0.025331239216029644, "loss_rpn_cls": 0.002770652063190937, "loss_rpn_loc": 0.0035427387338131666, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01200914550008747, "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": 0.49633739799992327, "total_loss": 0.07342594210058451} {"data_time": 0.008690400499290263, "eta_seconds": 1128.9225709821767, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.12550607287449392, "fast_rcnn/fg_cls_accuracy": 0.8744939271255061, "iteration": 12719, "loss_box_reg": 0.05001574754714966, "loss_cls": 0.02734319679439068, "loss_rpn_cls": 0.0028213291661813855, "loss_rpn_loc": 0.0040185844991356134, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008690400499290263, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4936288405006053, "total_loss": 0.08895858027972281} {"data_time": 0.009385498499796086, "eta_seconds": 1118.75158676301, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11803482587064676, "fast_rcnn/fg_cls_accuracy": 0.8819651741293533, "iteration": 12739, "loss_box_reg": 0.0525367371737957, "loss_cls": 0.028086327947676182, "loss_rpn_cls": 0.0016623888514004648, "loss_rpn_loc": 0.0041242900770157576, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009385498499796086, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4936561284994241, "total_loss": 0.08502781251445413} {"data_time": 0.008614125000349304, "eta_seconds": 1108.9081751991762, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12363636363636363, "fast_rcnn/fg_cls_accuracy": 0.8763636363636363, "iteration": 12759, "loss_box_reg": 0.06838167458772659, "loss_cls": 0.03218660410493612, "loss_rpn_cls": 0.002544051269069314, "loss_rpn_loc": 0.004587359726428986, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008614125000349304, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49631635649984673, "total_loss": 0.10969878186006099} {"data_time": 0.008344647500052815, "eta_seconds": 1098.9506737229567, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1732142857142857, "fast_rcnn/fg_cls_accuracy": 0.8267857142857142, "iteration": 12779, "loss_box_reg": 0.05712244473397732, "loss_cls": 0.027232528664171696, "loss_rpn_cls": 0.0007645641162525862, "loss_rpn_loc": 0.004475912777706981, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008344647500052815, "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": 0.488126165999347, "total_loss": 0.09043808349088067} {"data_time": 0.009078895000129705, "eta_seconds": 1088.9690965994305, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.14760348583877997, "fast_rcnn/fg_cls_accuracy": 0.85239651416122, "iteration": 12799, "loss_box_reg": 0.06574737280607224, "loss_cls": 0.030990795232355595, "loss_rpn_cls": 0.00286458944901824, "loss_rpn_loc": 0.004821648588404059, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009078895000129705, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49484190349994606, "total_loss": 0.11237027705647051} {"data_time": 0.009736446999340842, "eta_seconds": 1079.0306629174484, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.17385934321418195, "fast_rcnn/fg_cls_accuracy": 0.826140656785818, "iteration": 12819, "loss_box_reg": 0.07462861388921738, "loss_cls": 0.03283846564590931, "loss_rpn_cls": 0.0035592574859037995, "loss_rpn_loc": 0.003972211154177785, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009736446999340842, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49071513500075525, "total_loss": 0.11148708418477327} {"data_time": 0.008077743499598, "eta_seconds": 1069.2736138797045, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11653116531165311, "fast_rcnn/fg_cls_accuracy": 0.8834688346883468, "iteration": 12839, "loss_box_reg": 0.0842415913939476, "loss_cls": 0.036682551726698875, "loss_rpn_cls": 0.0012838331167586148, "loss_rpn_loc": 0.006001929985359311, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008077743499598, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5067997685000591, "total_loss": 0.1307553488877602} {"data_time": 0.009661301000051026, "eta_seconds": 1059.264158208789, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1625596184419714, "fast_rcnn/fg_cls_accuracy": 0.8374403815580286, "iteration": 12859, "loss_box_reg": 0.06315870955586433, "loss_cls": 0.03722740709781647, "loss_rpn_cls": 0.002198438625782728, "loss_rpn_loc": 0.005616170819848776, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009661301000051026, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4922548314998494, "total_loss": 0.11356020753737539} {"data_time": 0.0079337695005961, "eta_seconds": 1049.0795694202461, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12097560975609756, "fast_rcnn/fg_cls_accuracy": 0.8790243902439024, "iteration": 12879, "loss_box_reg": 0.053253110498189926, "loss_cls": 0.027298186905682087, "loss_rpn_cls": 0.0014044680865481496, "loss_rpn_loc": 0.005237015662714839, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0079337695005961, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4927749534999748, "total_loss": 0.0869744596129749} {"data_time": 0.009650882000642014, "eta_seconds": 1039.3137636001484, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10405405405405406, "fast_rcnn/fg_cls_accuracy": 0.895945945945946, "iteration": 12899, "loss_box_reg": 0.05295256897807121, "loss_cls": 0.028004154562950134, "loss_rpn_cls": 0.0024234544252976775, "loss_rpn_loc": 0.004531048936769366, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009650882000642014, "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": 0.49994021200018324, "total_loss": 0.090558435942512} {"data_time": 0.007958319000863412, "eta_seconds": 1029.464467199141, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11779379157427938, "fast_rcnn/fg_cls_accuracy": 0.8822062084257206, "iteration": 12919, "loss_box_reg": 0.05516144260764122, "loss_cls": 0.024379960261285305, "loss_rpn_cls": 0.0016951013240031898, "loss_rpn_loc": 0.003954508458264172, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007958319000863412, "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": 0.49767682749916275, "total_loss": 0.08886289602378383} {"data_time": 0.008946883499447722, "eta_seconds": 1019.3886382102392, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14634146341463414, "fast_rcnn/fg_cls_accuracy": 0.8536585365853658, "iteration": 12939, "loss_box_reg": 0.057825880125164986, "loss_cls": 0.03125101514160633, "loss_rpn_cls": 0.002679919940419495, "loss_rpn_loc": 0.003870478831231594, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008946883499447722, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4935048649995224, "total_loss": 0.09353733574971557} {"data_time": 0.008985980000034033, "eta_seconds": 1009.2179441396001, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.138996138996139, "fast_rcnn/fg_cls_accuracy": 0.8610038610038611, "iteration": 12959, "loss_box_reg": 0.05482163280248642, "loss_cls": 0.024876614101231098, "loss_rpn_cls": 0.0037364859599620104, "loss_rpn_loc": 0.003951101563870907, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008985980000034033, "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": 0.4909962745005032, "total_loss": 0.09144061466213316} {"data_time": 0.008547213999918313, "eta_seconds": 999.3236505696041, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12701612903225806, "fast_rcnn/fg_cls_accuracy": 0.872983870967742, "iteration": 12979, "loss_box_reg": 0.07043414190411568, "loss_cls": 0.029654406011104584, "loss_rpn_cls": 0.00262214126996696, "loss_rpn_loc": 0.005996642168611288, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008547213999918313, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49328888049967645, "total_loss": 0.11160752410069108} {"data_time": 0.009260730499590863, "eta_seconds": 989.037057999667, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1355737704918033, "fast_rcnn/fg_cls_accuracy": 0.8644262295081967, "iteration": 12999, "loss_box_reg": 0.05251956544816494, "loss_cls": 0.03022067341953516, "loss_rpn_cls": 0.001651371771004051, "loss_rpn_loc": 0.0042474690126255155, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009260730499590863, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4894327109996084, "total_loss": 0.08250054594827816} {"data_time": 0.008347646499714756, "eta_seconds": 979.3508194791502, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1258741258741259, "fast_rcnn/fg_cls_accuracy": 0.8741258741258742, "iteration": 13019, "loss_box_reg": 0.05880260653793812, "loss_cls": 0.02457069791853428, "loss_rpn_cls": 0.0026758603053167462, "loss_rpn_loc": 0.004330958938226104, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008347646499714756, "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": 0.4906756594991748, "total_loss": 0.0882626820821315} {"data_time": 0.009352887000204646, "eta_seconds": 970.0722863991905, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11742424242424243, "fast_rcnn/fg_cls_accuracy": 0.8825757575757576, "iteration": 13039, "loss_box_reg": 0.06426858901977539, "loss_cls": 0.030566344037652016, "loss_rpn_cls": 0.0038155182264745235, "loss_rpn_loc": 0.0042077248217538, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009352887000204646, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4997027600002184, "total_loss": 0.10060839867219329} {"data_time": 0.008249430499745358, "eta_seconds": 959.9071228411776, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12407484988130149, "fast_rcnn/fg_cls_accuracy": 0.8759251501186984, "iteration": 13059, "loss_box_reg": 0.05364792235195637, "loss_cls": 0.03270705882459879, "loss_rpn_cls": 0.002355268457904458, "loss_rpn_loc": 0.004268249962478876, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008249430499745358, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49666948249978304, "total_loss": 0.0903838330777944} {"data_time": 0.009532250000120257, "eta_seconds": 950.4039772809483, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1670138888888889, "fast_rcnn/fg_cls_accuracy": 0.8329861111111111, "iteration": 13079, "loss_box_reg": 0.07826568931341171, "loss_cls": 0.04137434810400009, "loss_rpn_cls": 0.002991146291606128, "loss_rpn_loc": 0.004984363913536072, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009532250000120257, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4957487614992715, "total_loss": 0.1310919253155589} {"data_time": 0.008292348999930255, "eta_seconds": 940.5039358509384, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.16034271725826194, "fast_rcnn/fg_cls_accuracy": 0.8396572827417381, "iteration": 13099, "loss_box_reg": 0.055491188541054726, "loss_cls": 0.02929084561765194, "loss_rpn_cls": 0.0026443868409842253, "loss_rpn_loc": 0.004009864758700132, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008292348999930255, "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": 0.4967988989992591, "total_loss": 0.09410496731288731} {"data_time": 0.007405000000289874, "eta_seconds": 930.5685128189361, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10638297872340426, "fast_rcnn/fg_cls_accuracy": 0.8936170212765957, "iteration": 13119, "loss_box_reg": 0.04804471135139465, "loss_cls": 0.02333491202443838, "loss_rpn_cls": 0.0030986510682851076, "loss_rpn_loc": 0.004144222941249609, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007405000000289874, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4924790205004683, "total_loss": 0.07850942481309175} {"data_time": 0.008639904000119714, "eta_seconds": 920.6342852690614, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.09816320385426076, "fast_rcnn/fg_cls_accuracy": 0.9018367961457392, "iteration": 13139, "loss_box_reg": 0.050219347700476646, "loss_cls": 0.028252504765987396, "loss_rpn_cls": 0.001763464359100908, "loss_rpn_loc": 0.0031125162495300174, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008639904000119714, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4952174410000225, "total_loss": 0.07968263496877626} {"data_time": 0.008366910999939137, "eta_seconds": 910.6469073984772, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14415584415584415, "fast_rcnn/fg_cls_accuracy": 0.8456400742115028, "iteration": 13159, "loss_box_reg": 0.06076149642467499, "loss_cls": 0.03192306496202946, "loss_rpn_cls": 0.003428532392717898, "loss_rpn_loc": 0.0034779844572767615, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008366910999939137, "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": 0.49278482899990195, "total_loss": 0.09559722084668465} {"data_time": 0.009094697999898926, "eta_seconds": 900.6945602181986, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14033491081179467, "fast_rcnn/fg_cls_accuracy": 0.8596650891882053, "iteration": 13179, "loss_box_reg": 0.053176792338490486, "loss_cls": 0.028078407980501652, "loss_rpn_cls": 0.0022577166091650724, "loss_rpn_loc": 0.004475445952266455, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009094697999898926, "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": 0.4949629074999393, "total_loss": 0.08479891554452479} {"data_time": 0.00882314099908399, "eta_seconds": 890.9698526989814, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14039408866995073, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 13199, "loss_box_reg": 0.0637042261660099, "loss_cls": 0.030702595598995686, "loss_rpn_cls": 0.004296088358387351, "loss_rpn_loc": 0.004800077294930816, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00882314099908399, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49456037299933087, "total_loss": 0.1065172686940059} {"data_time": 0.008220129000619636, "eta_seconds": 881.1762854584595, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1612564599483204, "fast_rcnn/fg_cls_accuracy": 0.8387435400516796, "iteration": 13219, "loss_box_reg": 0.08309035375714302, "loss_cls": 0.0346271600574255, "loss_rpn_cls": 0.0028799325227737427, "loss_rpn_loc": 0.006135873030871153, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008220129000619636, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.4956073439998363, "total_loss": 0.12480996537487954} {"data_time": 0.009006247500110476, "eta_seconds": 871.170522639004, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10526315789473684, "fast_rcnn/fg_cls_accuracy": 0.8947368421052632, "iteration": 13239, "loss_box_reg": 0.060438454151153564, "loss_cls": 0.025016404688358307, "loss_rpn_cls": 0.0031809683423489332, "loss_rpn_loc": 0.005018959054723382, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009006247500110476, "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": 0.4905211440009225, "total_loss": 0.09146295793470927} {"data_time": 0.011298512999019295, "eta_seconds": 861.2071309784005, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09572649572649572, "fast_rcnn/fg_cls_accuracy": 0.9042735042735043, "iteration": 13259, "loss_box_reg": 0.04571177996695042, "loss_cls": 0.022410806268453598, "loss_rpn_cls": 0.0013571876916103065, "loss_rpn_loc": 0.003419451415538788, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011298512999019295, "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": 0.5016335154996341, "total_loss": 0.07052132819080725} {"data_time": 0.008239110500653624, "eta_seconds": 851.1000036211044, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.11525704809286899, "fast_rcnn/fg_cls_accuracy": 0.884742951907131, "iteration": 13279, "loss_box_reg": 0.046934111043810844, "loss_cls": 0.022695361636579037, "loss_rpn_cls": 0.001958281616680324, "loss_rpn_loc": 0.004180029733106494, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008239110500653624, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4936979065005289, "total_loss": 0.0740797468170058} {"data_time": 0.008115854499919806, "eta_seconds": 840.9544759499113, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 13299, "loss_box_reg": 0.05168388783931732, "loss_cls": 0.0224801292642951, "loss_rpn_cls": 0.003030210384167731, "loss_rpn_loc": 0.004240443231537938, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008115854499919806, "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": 0.49319633950017305, "total_loss": 0.08285201922990382} {"data_time": 0.008249416500802909, "eta_seconds": 830.8695788401383, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.13309716599190283, "fast_rcnn/fg_cls_accuracy": 0.8669028340080972, "iteration": 13319, "loss_box_reg": 0.04897482693195343, "loss_cls": 0.02367181982845068, "loss_rpn_cls": 0.0023625479079782963, "loss_rpn_loc": 0.004408495267853141, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008249416500802909, "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": 0.4929605584993624, "total_loss": 0.08248587133130059} {"data_time": 0.009017112500259827, "eta_seconds": 821.1673118099134, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 13339, "loss_box_reg": 0.07408919557929039, "loss_cls": 0.03224867954850197, "loss_rpn_cls": 0.0021498703863471746, "loss_rpn_loc": 0.003839240875095129, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009017112500259827, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4994120505007231, "total_loss": 0.10833173070568591} {"data_time": 0.009394628499649116, "eta_seconds": 811.4547660605604, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1359784283513097, "fast_rcnn/fg_cls_accuracy": 0.8640215716486903, "iteration": 13359, "loss_box_reg": 0.048607319593429565, "loss_cls": 0.026537861675024033, "loss_rpn_cls": 0.0019397690193727612, "loss_rpn_loc": 0.0044292479287832975, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009394628499649116, "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": 0.4951295595001284, "total_loss": 0.08136238953738939} {"data_time": 0.008078959999693325, "eta_seconds": 801.4472877618937, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12312312312312312, "fast_rcnn/fg_cls_accuracy": 0.8768768768768769, "iteration": 13379, "loss_box_reg": 0.058387672528624535, "loss_cls": 0.02881727647036314, "loss_rpn_cls": 0.0012267382116988301, "loss_rpn_loc": 0.0040046528447419405, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008078959999693325, "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": 0.49421292150054796, "total_loss": 0.09405696799512953} {"data_time": 0.008395820999794523, "eta_seconds": 791.6128952012514, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.16954022988505746, "fast_rcnn/fg_cls_accuracy": 0.8304597701149425, "iteration": 13399, "loss_box_reg": 0.04921170510351658, "loss_cls": 0.02772294543683529, "loss_rpn_cls": 0.001855811569839716, "loss_rpn_loc": 0.0039835909847170115, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008395820999794523, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4962043324994738, "total_loss": 0.07828230847371742} {"data_time": 0.007968537500346429, "eta_seconds": 781.8244219310145, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.11326979472140762, "fast_rcnn/fg_cls_accuracy": 0.8867302052785924, "iteration": 13419, "loss_box_reg": 0.05445285513997078, "loss_cls": 0.02634682785719633, "loss_rpn_cls": 0.0031336034880951047, "loss_rpn_loc": 0.003980228211730719, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007968537500346429, "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": 0.49710093199973926, "total_loss": 0.09830922866240144} {"data_time": 0.008978855999885127, "eta_seconds": 771.871606740533, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.17545787545787545, "fast_rcnn/fg_cls_accuracy": 0.8245421245421245, "iteration": 13439, "loss_box_reg": 0.05345829203724861, "loss_cls": 0.026554465293884277, "loss_rpn_cls": 0.002710018656216562, "loss_rpn_loc": 0.00398856692481786, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008978855999885127, "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": 0.4948629045002235, "total_loss": 0.09768006217200309} {"data_time": 0.008202153499951237, "eta_seconds": 761.7747706794762, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.158890290037831, "fast_rcnn/fg_cls_accuracy": 0.8411097099621689, "iteration": 13459, "loss_box_reg": 0.05416775494813919, "loss_cls": 0.030318232253193855, "loss_rpn_cls": 0.0026093065971508622, "loss_rpn_loc": 0.004060278180986643, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008202153499951237, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4889402020007765, "total_loss": 0.0910208364148275} {"data_time": 0.009322588999566506, "eta_seconds": 751.9752329617768, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.09175084175084175, "fast_rcnn/fg_cls_accuracy": 0.9082491582491583, "iteration": 13479, "loss_box_reg": 0.0406260471791029, "loss_cls": 0.019499068148434162, "loss_rpn_cls": 0.0019183836411684752, "loss_rpn_loc": 0.0031845407793298364, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009322588999566506, "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": 0.49535724999986996, "total_loss": 0.06461680040229112} {"data_time": 0.00865998000062973, "eta_seconds": 742.2383752509631, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1496106785317019, "fast_rcnn/fg_cls_accuracy": 0.850389321468298, "iteration": 13499, "loss_box_reg": 0.044432248920202255, "loss_cls": 0.02640707977116108, "loss_rpn_cls": 0.0018619849579408765, "loss_rpn_loc": 0.0032205417519435287, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00865998000062973, "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": 0.4995942585001103, "total_loss": 0.0773427678795997} {"data_time": 0.010603385499962314, "eta_seconds": 732.7045479396475, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1220732226479353, "fast_rcnn/fg_cls_accuracy": 0.8779267773520647, "iteration": 13519, "loss_box_reg": 0.07490959390997887, "loss_cls": 0.035478997975587845, "loss_rpn_cls": 0.003340498893521726, "loss_rpn_loc": 0.005706515163183212, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010603385499962314, "roi_head/num_bg_samples": 482.25, "roi_head/num_fg_samples": 29.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5004711949995908, "total_loss": 0.1295820982195437} {"data_time": 0.008658483000544948, "eta_seconds": 722.542210498741, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13076923076923075, "fast_rcnn/fg_cls_accuracy": 0.8692307692307693, "iteration": 13539, "loss_box_reg": 0.05402616411447525, "loss_cls": 0.02569586131721735, "loss_rpn_cls": 0.0037852819077670574, "loss_rpn_loc": 0.004779472015798092, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008658483000544948, "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": 0.4882745064996925, "total_loss": 0.0955112703377381} {"data_time": 0.008686398999998346, "eta_seconds": 712.6112635192112, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15416666666666667, "fast_rcnn/fg_cls_accuracy": 0.8458333333333333, "iteration": 13559, "loss_box_reg": 0.06429969891905785, "loss_cls": 0.03198699653148651, "loss_rpn_cls": 0.004278107080608606, "loss_rpn_loc": 0.00400361476931721, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008686398999998346, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4939559169997665, "total_loss": 0.10423494060523808} {"data_time": 0.008177867500307912, "eta_seconds": 702.7465334987755, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13624338624338622, "fast_rcnn/fg_cls_accuracy": 0.8637566137566137, "iteration": 13579, "loss_box_reg": 0.04796750657260418, "loss_cls": 0.02662949450314045, "loss_rpn_cls": 0.004356081830337644, "loss_rpn_loc": 0.004157672403380275, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008177867500307912, "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": 0.4979208260001542, "total_loss": 0.08678194813546725} {"data_time": 0.009489797999776783, "eta_seconds": 693.1914989998404, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1289655172413793, "fast_rcnn/fg_cls_accuracy": 0.8710344827586207, "iteration": 13599, "loss_box_reg": 0.06211787834763527, "loss_cls": 0.03175739943981171, "loss_rpn_cls": 0.003848443040624261, "loss_rpn_loc": 0.005053148604929447, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009489797999776783, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4928551475004497, "total_loss": 0.09988454086123966} {"data_time": 0.009224887499840406, "eta_seconds": 683.1177923393261, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1545138888888889, "fast_rcnn/fg_cls_accuracy": 0.8454861111111112, "iteration": 13619, "loss_box_reg": 0.0668121837079525, "loss_cls": 0.03471532464027405, "loss_rpn_cls": 0.0015901647857390344, "loss_rpn_loc": 0.004849364049732685, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009224887499840406, "roi_head/num_bg_samples": 484.0, "roi_head/num_fg_samples": 28.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49572915250155347, "total_loss": 0.10580921184737235} {"data_time": 0.00967378249970352, "eta_seconds": 673.0530179988273, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.11874559548978153, "fast_rcnn/fg_cls_accuracy": 0.8812544045102184, "iteration": 13639, "loss_box_reg": 0.04749037325382233, "loss_cls": 0.023157641291618347, "loss_rpn_cls": 0.0025158280041068792, "loss_rpn_loc": 0.0040210229344666, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00967378249970352, "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": 0.493647562499973, "total_loss": 0.077034798450768} {"data_time": 0.00803160699979344, "eta_seconds": 663.3172766193456, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13194444444444445, "fast_rcnn/fg_cls_accuracy": 0.8680555555555556, "iteration": 13659, "loss_box_reg": 0.04585806839168072, "loss_cls": 0.025168596766889095, "loss_rpn_cls": 0.002308209892362356, "loss_rpn_loc": 0.004583126166835427, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00803160699979344, "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": 0.498059894999642, "total_loss": 0.08003013237612322} {"data_time": 0.008908107999559434, "eta_seconds": 653.1697702208476, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.9272486772486772, "iteration": 13679, "loss_box_reg": 0.059308189898729324, "loss_cls": 0.024154075421392918, "loss_rpn_cls": 0.0017797507462091744, "loss_rpn_loc": 0.004562479676678777, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008908107999559434, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.48513378750067204, "total_loss": 0.08675619066343643} {"data_time": 0.007944995999423554, "eta_seconds": 643.1367124015196, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1568627450980392, "fast_rcnn/fg_cls_accuracy": 0.8431372549019608, "iteration": 13699, "loss_box_reg": 0.06667251884937286, "loss_cls": 0.03109608218073845, "loss_rpn_cls": 0.0015146363293752074, "loss_rpn_loc": 0.0052781254053115845, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007944995999423554, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48920322449885134, "total_loss": 0.10154967983544338} {"data_time": 0.00797904200044286, "eta_seconds": 633.3379065606277, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11964285714285713, "fast_rcnn/fg_cls_accuracy": 0.8803571428571428, "iteration": 13719, "loss_box_reg": 0.0437438078224659, "loss_cls": 0.025139423087239265, "loss_rpn_cls": 0.0015894192038103938, "loss_rpn_loc": 0.004664723528549075, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00797904200044286, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49751249499968253, "total_loss": 0.08047861908562481} {"data_time": 0.00999179649988946, "eta_seconds": 623.4420017706179, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11834733893557423, "fast_rcnn/fg_cls_accuracy": 0.8816526610644257, "iteration": 13739, "loss_box_reg": 0.056729964911937714, "loss_cls": 0.026136701926589012, "loss_rpn_cls": 0.0013830006937496364, "loss_rpn_loc": 0.005067180842161179, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00999179649988946, "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": 0.48949730250024004, "total_loss": 0.09570295515004545} {"data_time": 0.00869689049977751, "eta_seconds": 613.2648439004697, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.13329113924050634, "fast_rcnn/fg_cls_accuracy": 0.8667088607594937, "iteration": 13759, "loss_box_reg": 0.05176110938191414, "loss_cls": 0.024068904109299183, "loss_rpn_cls": 0.003053446998819709, "loss_rpn_loc": 0.003978893626481295, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00869689049977751, "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": 0.48724786349976057, "total_loss": 0.08207334310282022} {"data_time": 0.008778447000622691, "eta_seconds": 603.5213699503765, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15069356872635561, "fast_rcnn/fg_cls_accuracy": 0.8493064312736444, "iteration": 13779, "loss_box_reg": 0.05456901527941227, "loss_cls": 0.03280235454440117, "loss_rpn_cls": 0.002764060744084418, "loss_rpn_loc": 0.004227078519761562, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008778447000622691, "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": 0.4969239035008286, "total_loss": 0.09451246540993452} {"data_time": 0.00882868549979321, "eta_seconds": 593.6685894004768, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14473684210526316, "fast_rcnn/fg_cls_accuracy": 0.8552631578947368, "iteration": 13799, "loss_box_reg": 0.06080298125743866, "loss_cls": 0.03186960704624653, "loss_rpn_cls": 0.0036220240872353315, "loss_rpn_loc": 0.0038485792465507984, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00882868549979321, "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": 0.4958520894997491, "total_loss": 0.09548076253850013} {"data_time": 0.009044778000316, "eta_seconds": 583.9724714989825, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.16100230414746544, "fast_rcnn/fg_cls_accuracy": 0.8389976958525346, "iteration": 13819, "loss_box_reg": 0.05623980984091759, "loss_cls": 0.027622432447969913, "loss_rpn_cls": 0.001940330257639289, "loss_rpn_loc": 0.004258753033354878, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009044778000316, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5003921090001313, "total_loss": 0.09085051775764441} {"data_time": 0.0072489765007048845, "eta_seconds": 573.9624778205689, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1359447004608295, "fast_rcnn/fg_cls_accuracy": 0.8640552995391705, "iteration": 13839, "loss_box_reg": 0.06493405997753143, "loss_cls": 0.02988174371421337, "loss_rpn_cls": 0.003638201393187046, "loss_rpn_loc": 0.004243648378178477, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0072489765007048845, "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": 0.49821813050039054, "total_loss": 0.10368618194479495} {"data_time": 0.011365929000021424, "eta_seconds": 564.3805301697284, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16807909604519772, "fast_rcnn/fg_cls_accuracy": 0.8319209039548023, "iteration": 13859, "loss_box_reg": 0.06670860201120377, "loss_cls": 0.03522520884871483, "loss_rpn_cls": 0.00287403492256999, "loss_rpn_loc": 0.004594183526933193, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011365929000021424, "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": 0.5005694854999092, "total_loss": 0.11064720049034804} {"data_time": 0.0077198449998832075, "eta_seconds": 554.6664351200161, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12141687141687142, "fast_rcnn/fg_cls_accuracy": 0.8785831285831286, "iteration": 13879, "loss_box_reg": 0.060366591438651085, "loss_cls": 0.029028150252997875, "loss_rpn_cls": 0.0033679938642308116, "loss_rpn_loc": 0.003653193241916597, "lr": 1.0000000000000003e-05, "rank_data_time": 0.0077198449998832075, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4964900964987464, "total_loss": 0.10164581432763953} {"data_time": 0.007902497500253958, "eta_seconds": 544.5319121000466, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11185897435897436, "fast_rcnn/fg_cls_accuracy": 0.8881410256410256, "iteration": 13899, "loss_box_reg": 0.05136005021631718, "loss_cls": 0.023280232213437557, "loss_rpn_cls": 0.0023613699013367295, "loss_rpn_loc": 0.003995193634182215, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007902497500253958, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4950925310004095, "total_loss": 0.07973029630375095} {"data_time": 0.012758095000208414, "eta_seconds": 534.6313318800458, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11942959001782531, "fast_rcnn/fg_cls_accuracy": 0.8805704099821747, "iteration": 13919, "loss_box_reg": 0.04071553982794285, "loss_cls": 0.02434213738888502, "loss_rpn_cls": 0.0023112990893423557, "loss_rpn_loc": 0.003150866483338177, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012758095000208414, "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": 0.4980248629999551, "total_loss": 0.0708764842711389} {"data_time": 0.008880770999894594, "eta_seconds": 524.9101540098309, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.14207404744787921, "fast_rcnn/fg_cls_accuracy": 0.8579259525521208, "iteration": 13939, "loss_box_reg": 0.07886520028114319, "loss_cls": 0.03735158033668995, "loss_rpn_cls": 0.0023062065010890365, "loss_rpn_loc": 0.005368805956095457, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008880770999894594, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4981057859995417, "total_loss": 0.12232565716840327} {"data_time": 0.00977897250049864, "eta_seconds": 515.047404040015, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.12024096385542168, "fast_rcnn/fg_cls_accuracy": 0.8797590361445783, "iteration": 13959, "loss_box_reg": 0.04673816077411175, "loss_cls": 0.0223342077806592, "loss_rpn_cls": 0.0014191755326464772, "loss_rpn_loc": 0.0035668922355398536, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00977897250049864, "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": 0.48741945600067993, "total_loss": 0.07901944051263854} {"data_time": 0.008562588499444246, "eta_seconds": 504.9295912200432, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11981658692185007, "fast_rcnn/fg_cls_accuracy": 0.8801834130781498, "iteration": 13979, "loss_box_reg": 0.0463466290384531, "loss_cls": 0.024846244603395462, "loss_rpn_cls": 0.0024802907137200236, "loss_rpn_loc": 0.003888480132445693, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008562588499444246, "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": 0.48897010250038875, "total_loss": 0.07544607392628677} {"data_time": 0.009341903999484202, "eta_seconds": 495.19825849984045, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14325113562621675, "fast_rcnn/fg_cls_accuracy": 0.8567488643737833, "iteration": 13999, "loss_box_reg": 0.05901560001075268, "loss_cls": 0.031530474312603474, "loss_rpn_cls": 0.0009772841294761747, "loss_rpn_loc": 0.003537879674695432, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009341903999484202, "roi_head/num_bg_samples": 486.0, "roi_head/num_fg_samples": 26.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49458854900058213, "total_loss": 0.09939700517861638} {"data_time": 0.008387992999814742, "eta_seconds": 485.3558456597784, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1280701754385965, "fast_rcnn/fg_cls_accuracy": 0.8719298245614036, "iteration": 14019, "loss_box_reg": 0.07353657484054565, "loss_cls": 0.03788270056247711, "loss_rpn_cls": 0.003668749239295721, "loss_rpn_loc": 0.0049379062838852406, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008387992999814742, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49651913400066405, "total_loss": 0.11976498004514724} {"data_time": 0.008703632999640831, "eta_seconds": 475.16434127959656, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1257703081232493, "fast_rcnn/fg_cls_accuracy": 0.8742296918767507, "iteration": 14039, "loss_box_reg": 0.046185001730918884, "loss_cls": 0.025620970875024796, "loss_rpn_cls": 0.0031411831732839346, "loss_rpn_loc": 0.004627272021025419, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008703632999640831, "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": 0.4925797075002265, "total_loss": 0.08061171066947281} {"data_time": 0.007774498499202309, "eta_seconds": 465.26508416960496, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15853658536585366, "fast_rcnn/fg_cls_accuracy": 0.8414634146341463, "iteration": 14059, "loss_box_reg": 0.08519589900970459, "loss_cls": 0.03912103921175003, "loss_rpn_cls": 0.002924285363405943, "loss_rpn_loc": 0.005817515775561333, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007774498499202309, "roi_head/num_bg_samples": 482.5, "roi_head/num_fg_samples": 29.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.49560573950020625, "total_loss": 0.13754844781942666} {"data_time": 0.009086734000447905, "eta_seconds": 455.2116203404512, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1601731601731602, "fast_rcnn/fg_cls_accuracy": 0.8398268398268398, "iteration": 14079, "loss_box_reg": 0.06396957859396935, "loss_cls": 0.03233855310827494, "loss_rpn_cls": 0.003725498332642019, "loss_rpn_loc": 0.005893405759707093, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009086734000447905, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49307774400040216, "total_loss": 0.10400310574914329} {"data_time": 0.009375618000376562, "eta_seconds": 445.2206827502778, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.13540972684876748, "fast_rcnn/fg_cls_accuracy": 0.8645902731512325, "iteration": 14099, "loss_box_reg": 0.044535139575600624, "loss_cls": 0.026768618263304234, "loss_rpn_cls": 0.0015534795238636434, "loss_rpn_loc": 0.004271472571417689, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009375618000376562, "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": 0.49455198150008073, "total_loss": 0.07408711255993694} {"data_time": 0.007986879999407392, "eta_seconds": 435.2888196804997, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13166666666666665, "fast_rcnn/fg_cls_accuracy": 0.8683333333333334, "iteration": 14119, "loss_box_reg": 0.05198255926370621, "loss_cls": 0.027592433616518974, "loss_rpn_cls": 0.002986353007145226, "loss_rpn_loc": 0.0037529448745772243, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007986879999407392, "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": 0.4918491725002241, "total_loss": 0.08550552203087136} {"data_time": 0.007162659499044821, "eta_seconds": 425.30916912994144, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12049941927990708, "fast_rcnn/fg_cls_accuracy": 0.8795005807200929, "iteration": 14139, "loss_box_reg": 0.04281158000230789, "loss_cls": 0.02313200570642948, "loss_rpn_cls": 0.003261649515479803, "loss_rpn_loc": 0.003890859428793192, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007162659499044821, "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": 0.49177505599982396, "total_loss": 0.07246859971201047} {"data_time": 0.009509665500445408, "eta_seconds": 415.4061756593728, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0998062015503876, "fast_rcnn/fg_cls_accuracy": 0.9001937984496124, "iteration": 14159, "loss_box_reg": 0.055729541927576065, "loss_cls": 0.030443409457802773, "loss_rpn_cls": 0.0021659922786056995, "loss_rpn_loc": 0.0041481549851596355, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009509665500445408, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4878009435005879, "total_loss": 0.08945329449488781} {"data_time": 0.008231427500504651, "eta_seconds": 405.47942568997314, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12613636363636363, "fast_rcnn/fg_cls_accuracy": 0.8738636363636363, "iteration": 14179, "loss_box_reg": 0.048211561515927315, "loss_cls": 0.02428590040653944, "loss_rpn_cls": 0.0030601436737924814, "loss_rpn_loc": 0.004564948612824082, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008231427500504651, "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": 0.48832494450016384, "total_loss": 0.08137548831291497} {"data_time": 0.009081021999918448, "eta_seconds": 395.62056720023975, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11384615384615385, "fast_rcnn/fg_cls_accuracy": 0.8861538461538462, "iteration": 14199, "loss_box_reg": 0.05581340938806534, "loss_cls": 0.030309253372251987, "loss_rpn_cls": 0.0029653593664988875, "loss_rpn_loc": 0.004401464015245438, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009081021999918448, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49850720100039325, "total_loss": 0.09111542040773202} {"data_time": 0.00799122999978863, "eta_seconds": 385.66075430939236, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.15954545454545455, "fast_rcnn/fg_cls_accuracy": 0.8404545454545455, "iteration": 14219, "loss_box_reg": 0.07078268751502037, "loss_cls": 0.03400502912700176, "loss_rpn_cls": 0.002322650048881769, "loss_rpn_loc": 0.004496302921324968, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00799122999978863, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4931885189998866, "total_loss": 0.11768238362856209} {"data_time": 0.008372524999685993, "eta_seconds": 375.829947640741, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.13387000596302923, "fast_rcnn/fg_cls_accuracy": 0.8661299940369708, "iteration": 14239, "loss_box_reg": 0.07112676277756691, "loss_cls": 0.03829214535653591, "loss_rpn_cls": 0.0034564448287710547, "loss_rpn_loc": 0.0059335678815841675, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008372524999685993, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4954011130002982, "total_loss": 0.11652878549648449} {"data_time": 0.00917439000113518, "eta_seconds": 365.85512643001493, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1565040650406504, "fast_rcnn/fg_cls_accuracy": 0.8434959349593496, "iteration": 14259, "loss_box_reg": 0.06416875869035721, "loss_cls": 0.030499075539410114, "loss_rpn_cls": 0.004742115503177047, "loss_rpn_loc": 0.0038797640008851886, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00917439000113518, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4926542445009545, "total_loss": 0.10373527038609609} {"data_time": 0.008372344999770576, "eta_seconds": 356.0307152399764, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14389233954451347, "fast_rcnn/fg_cls_accuracy": 0.8561076604554865, "iteration": 14279, "loss_box_reg": 0.06137118488550186, "loss_cls": 0.03171968087553978, "loss_rpn_cls": 0.0029835038585588336, "loss_rpn_loc": 0.003940640017390251, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008372344999770576, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4985503285006416, "total_loss": 0.0967278374300804} {"data_time": 0.008867431000908255, "eta_seconds": 346.14097314997707, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12773892773892773, "fast_rcnn/fg_cls_accuracy": 0.8722610722610722, "iteration": 14299, "loss_box_reg": 0.06634797900915146, "loss_cls": 0.03195794299244881, "loss_rpn_cls": 0.0030826973961666226, "loss_rpn_loc": 0.004836048698052764, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008867431000908255, "roi_head/num_bg_samples": 484.75, "roi_head/num_fg_samples": 27.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49217316649992426, "total_loss": 0.10787368088494986} {"data_time": 0.008630313500361808, "eta_seconds": 336.2811898194923, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11876525985350542, "fast_rcnn/fg_cls_accuracy": 0.8812347401464946, "iteration": 14319, "loss_box_reg": 0.060984449461102486, "loss_cls": 0.031079627573490143, "loss_rpn_cls": 0.0034341083373874426, "loss_rpn_loc": 0.005621015792712569, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008630313500361808, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49770386399995914, "total_loss": 0.10019667606684379} {"data_time": 0.008360898999853816, "eta_seconds": 326.3869679401978, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10884857460199926, "fast_rcnn/fg_cls_accuracy": 0.8911514253980007, "iteration": 14339, "loss_box_reg": 0.0472528412938118, "loss_cls": 0.025926516391336918, "loss_rpn_cls": 0.0026954628992825747, "loss_rpn_loc": 0.0035811702255159616, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008360898999853816, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49408938599935937, "total_loss": 0.0821304542478174} {"data_time": 0.008668767000017397, "eta_seconds": 316.47174687997904, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11764705882352941, "fast_rcnn/fg_cls_accuracy": 0.8823529411764706, "iteration": 14359, "loss_box_reg": 0.04658445715904236, "loss_cls": 0.02572929672896862, "loss_rpn_cls": 0.0018692397279664874, "loss_rpn_loc": 0.0036166547797620296, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008668767000017397, "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": 0.49144229349985835, "total_loss": 0.07140428072307259} {"data_time": 0.009493676499914727, "eta_seconds": 306.6059395801858, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14928698752228164, "fast_rcnn/fg_cls_accuracy": 0.8507130124777184, "iteration": 14379, "loss_box_reg": 0.05323134548962116, "loss_cls": 0.029856539331376553, "loss_rpn_cls": 0.0035763250198215246, "loss_rpn_loc": 0.004593115299940109, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009493676499914727, "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": 0.5002739760002441, "total_loss": 0.10040066062356345} {"data_time": 0.007755441500194138, "eta_seconds": 296.64972239952476, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15902777777777777, "fast_rcnn/fg_cls_accuracy": 0.8409722222222222, "iteration": 14399, "loss_box_reg": 0.05517932213842869, "loss_cls": 0.027272216975688934, "loss_rpn_cls": 0.0017597690457478166, "loss_rpn_loc": 0.0033935605315491557, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007755441500194138, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.48978255599922704, "total_loss": 0.08301120606483892} {"data_time": 0.012528883498816867, "eta_seconds": 286.6897848505687, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1464285714285714, "fast_rcnn/fg_cls_accuracy": 0.8535714285714285, "iteration": 14419, "loss_box_reg": 0.04390368610620499, "loss_cls": 0.02445801068097353, "loss_rpn_cls": 0.0026781732449308038, "loss_rpn_loc": 0.003746925969608128, "lr": 1.0000000000000003e-05, "rank_data_time": 0.012528883498816867, "roi_head/num_bg_samples": 486.5, "roi_head/num_fg_samples": 25.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49267569099993125, "total_loss": 0.08113115245942026} {"data_time": 0.00908795549912611, "eta_seconds": 276.78970536035195, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15058876811594202, "fast_rcnn/fg_cls_accuracy": 0.849411231884058, "iteration": 14439, "loss_box_reg": 0.07631949707865715, "loss_cls": 0.03672764077782631, "loss_rpn_cls": 0.0038159784162417054, "loss_rpn_loc": 0.00641266955062747, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00908795549912611, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.49535463050051476, "total_loss": 0.13886470079887658} {"data_time": 0.01015512049980316, "eta_seconds": 266.99521022957924, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1061373873873874, "fast_rcnn/fg_cls_accuracy": 0.8938626126126126, "iteration": 14459, "loss_box_reg": 0.06028864160180092, "loss_cls": 0.031541796401143074, "loss_rpn_cls": 0.0028645313577726483, "loss_rpn_loc": 0.004138911608606577, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01015512049980316, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5007654649998585, "total_loss": 0.09481636458076537} {"data_time": 0.008948602500822744, "eta_seconds": 257.1064987395948, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.16780383795309167, "fast_rcnn/fg_cls_accuracy": 0.8321961620469083, "iteration": 14479, "loss_box_reg": 0.05428841523826122, "loss_cls": 0.029290402308106422, "loss_rpn_cls": 0.003635578672401607, "loss_rpn_loc": 0.005418670596554875, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008948602500822744, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49340725149977516, "total_loss": 0.09519421105505899} {"data_time": 0.010433953499159543, "eta_seconds": 247.1994097500101, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15467980295566502, "fast_rcnn/fg_cls_accuracy": 0.8453201970443349, "iteration": 14499, "loss_box_reg": 0.05612999387085438, "loss_cls": 0.024979655630886555, "loss_rpn_cls": 0.0017858732026070356, "loss_rpn_loc": 0.00436788285151124, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010433953499159543, "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": 0.49974142249993747, "total_loss": 0.08543164341244847} {"data_time": 0.011563176999516145, "eta_seconds": 237.3114333600097, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13040123456790123, "fast_rcnn/fg_cls_accuracy": 0.8695987654320987, "iteration": 14519, "loss_box_reg": 0.06447108089923859, "loss_cls": 0.03574567474424839, "loss_rpn_cls": 0.0032315797870978713, "loss_rpn_loc": 0.006507470505312085, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011563176999516145, "roi_head/num_bg_samples": 483.75, "roi_head/num_fg_samples": 28.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.49825844450060686, "total_loss": 0.11130647565005347} {"data_time": 0.008606430499639828, "eta_seconds": 227.48433428965654, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1594392523364486, "fast_rcnn/fg_cls_accuracy": 0.8405607476635514, "iteration": 14539, "loss_box_reg": 0.05659520998597145, "loss_cls": 0.02500001434236765, "loss_rpn_cls": 0.0024485690519213676, "loss_rpn_loc": 0.004470240557566285, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008606430499639828, "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": 0.4972783535004055, "total_loss": 0.08838229428511113} {"data_time": 0.008549129999664729, "eta_seconds": 217.64386358012416, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14434523809523808, "fast_rcnn/fg_cls_accuracy": 0.8556547619047619, "iteration": 14559, "loss_box_reg": 0.05473659373819828, "loss_cls": 0.029447749257087708, "loss_rpn_cls": 0.004937691381201148, "loss_rpn_loc": 0.005528138251975179, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008549129999664729, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4964378354989094, "total_loss": 0.11245440255152062} {"data_time": 0.008620759000223188, "eta_seconds": 207.7126961698741, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1589584143023708, "fast_rcnn/fg_cls_accuracy": 0.8410415856976292, "iteration": 14579, "loss_box_reg": 0.053405068814754486, "loss_cls": 0.024069728329777718, "loss_rpn_cls": 0.0045407668221741915, "loss_rpn_loc": 0.004183042561635375, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008620759000223188, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49590514349893056, "total_loss": 0.083223260124214} {"data_time": 0.009089299500374182, "eta_seconds": 197.81190239955322, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12047101449275363, "fast_rcnn/fg_cls_accuracy": 0.8795289855072463, "iteration": 14599, "loss_box_reg": 0.047195132821798325, "loss_cls": 0.024417546577751637, "loss_rpn_cls": 0.0032321326434612274, "loss_rpn_loc": 0.0041251941584050655, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009089299500374182, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4941169224994155, "total_loss": 0.08275639731436968} {"data_time": 0.009486537000157114, "eta_seconds": 187.90855163011656, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1264418811002662, "fast_rcnn/fg_cls_accuracy": 0.8735581188997338, "iteration": 14619, "loss_box_reg": 0.04999992623925209, "loss_cls": 0.025289248675107956, "loss_rpn_cls": 0.0022045529913157225, "loss_rpn_loc": 0.003503999556414783, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009486537000157114, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4926225705003162, "total_loss": 0.08516544161830097} {"data_time": 0.008040944499953184, "eta_seconds": 178.0307121595979, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.16760224538893345, "fast_rcnn/fg_cls_accuracy": 0.8240495137046862, "iteration": 14639, "loss_box_reg": 0.04930206760764122, "loss_cls": 0.027414591051638126, "loss_rpn_cls": 0.003805260290391743, "loss_rpn_loc": 0.0034385009203106165, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008040944499953184, "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": 0.4960881919996609, "total_loss": 0.0879457468399778} {"data_time": 0.011125146500489791, "eta_seconds": 168.13815014016654, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14090073529411765, "fast_rcnn/fg_cls_accuracy": 0.8590992647058824, "iteration": 14659, "loss_box_reg": 0.06345920264720917, "loss_cls": 0.02782453875988722, "loss_rpn_cls": 0.0021494767861440778, "loss_rpn_loc": 0.0053914678283035755, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011125146500489791, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4944877304997135, "total_loss": 0.10319981205975637} {"data_time": 0.00982021799973154, "eta_seconds": 158.248802239832, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.11024305555555555, "fast_rcnn/fg_cls_accuracy": 0.8897569444444444, "iteration": 14679, "loss_box_reg": 0.05644817277789116, "loss_cls": 0.03297671861946583, "loss_rpn_cls": 0.002468215534463525, "loss_rpn_loc": 0.004931171424686909, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00982021799973154, "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": 0.4930039350001607, "total_loss": 0.09786721540149301} {"data_time": 0.009056802499799232, "eta_seconds": 148.40094720002526, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13541666666666669, "fast_rcnn/fg_cls_accuracy": 0.8645833333333333, "iteration": 14699, "loss_box_reg": 0.05026583559811115, "loss_cls": 0.02781594544649124, "loss_rpn_cls": 0.0021914966637268662, "loss_rpn_loc": 0.0033590757520869374, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009056802499799232, "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": 0.49496842499956983, "total_loss": 0.08161867983289994} {"data_time": 0.008620768499895348, "eta_seconds": 138.54551913977048, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11931818181818182, "fast_rcnn/fg_cls_accuracy": 0.8806818181818181, "iteration": 14719, "loss_box_reg": 0.05023993365466595, "loss_cls": 0.023251637816429138, "loss_rpn_cls": 0.0026543569983914495, "loss_rpn_loc": 0.002948767738416791, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008620768499895348, "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": 0.4990441385007216, "total_loss": 0.07861769465671387} {"data_time": 0.009005050000268966, "eta_seconds": 128.7149746999239, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.15075757575757576, "fast_rcnn/fg_cls_accuracy": 0.8492424242424242, "iteration": 14739, "loss_box_reg": 0.04592646658420563, "loss_cls": 0.02291281148791313, "loss_rpn_cls": 0.0028275379445403814, "loss_rpn_loc": 0.0040162489749491215, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009005050000268966, "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": 0.4985824704999686, "total_loss": 0.07341032079420984} {"data_time": 0.007891142999142176, "eta_seconds": 118.81591799981834, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.15268065268065267, "fast_rcnn/fg_cls_accuracy": 0.8473193473193473, "iteration": 14759, "loss_box_reg": 0.07210476323962212, "loss_cls": 0.039184216409921646, "loss_rpn_cls": 0.003907428588718176, "loss_rpn_loc": 0.004903905559331179, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007891142999142176, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.48800806700000976, "total_loss": 0.1178456366469618} {"data_time": 0.009778214000107255, "eta_seconds": 108.91459149983348, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1513008130081301, "fast_rcnn/fg_cls_accuracy": 0.8486991869918699, "iteration": 14779, "loss_box_reg": 0.07160830497741699, "loss_cls": 0.03483332507312298, "loss_rpn_cls": 0.001977811276447028, "loss_rpn_loc": 0.005272298352792859, "lr": 1.0000000000000003e-05, "rank_data_time": 0.009778214000107255, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.502375481000854, "total_loss": 0.11020344364806078} {"data_time": 0.008086226499472104, "eta_seconds": 99.00950020000892, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14911295755670334, "fast_rcnn/fg_cls_accuracy": 0.8508870424432966, "iteration": 14799, "loss_box_reg": 0.06566331908106804, "loss_cls": 0.033273578621447086, "loss_rpn_cls": 0.0020967344753444195, "loss_rpn_loc": 0.005213010590523481, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008086226499472104, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.48961711450010625, "total_loss": 0.10634449124336243} {"data_time": 0.011670693000269239, "eta_seconds": 89.10482076007611, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.10952380952380952, "fast_rcnn/fg_cls_accuracy": 0.8904761904761904, "iteration": 14819, "loss_box_reg": 0.05261714197695255, "loss_cls": 0.030197209678590298, "loss_rpn_cls": 0.002403392572887242, "loss_rpn_loc": 0.005232816329225898, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011670693000269239, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5059628025001075, "total_loss": 0.0969096589833498} {"data_time": 0.008136714999636752, "eta_seconds": 79.20428512006765, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18574468085106383, "fast_rcnn/fg_cls_accuracy": 0.8142553191489361, "iteration": 14839, "loss_box_reg": 0.06832817196846008, "loss_cls": 0.03951668180525303, "loss_rpn_cls": 0.0012743001570925117, "loss_rpn_loc": 0.0041479922365397215, "lr": 1.0000000000000003e-05, "rank_data_time": 0.008136714999636752, "roi_head/num_bg_samples": 487.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.49687696900127776, "total_loss": 0.11343282327288762} {"data_time": 0.007941842000036559, "eta_seconds": 69.26925768002548, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13821914538075913, "fast_rcnn/fg_cls_accuracy": 0.8617808546192409, "iteration": 14859, "loss_box_reg": 0.05521994084119797, "loss_cls": 0.028417239896953106, "loss_rpn_cls": 0.0024262447841465473, "loss_rpn_loc": 0.003733089775778353, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007941842000036559, "roi_head/num_bg_samples": 485.75, "roi_head/num_fg_samples": 26.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.48830197749975923, "total_loss": 0.08993739180732518} {"data_time": 0.00837104200036265, "eta_seconds": 59.35016003997589, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1312039312039312, "fast_rcnn/fg_cls_accuracy": 0.8687960687960687, "iteration": 14879, "loss_box_reg": 0.06501469016075134, "loss_cls": 0.029746477492153645, "loss_rpn_cls": 0.002720196614973247, "loss_rpn_loc": 0.003873780486173928, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00837104200036265, "roi_head/num_bg_samples": 487.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4935443829990618, "total_loss": 0.10656149101851042} {"data_time": 0.010306303000106709, "eta_seconds": 49.43988195000202, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14213624894869636, "fast_rcnn/fg_cls_accuracy": 0.8578637510513036, "iteration": 14899, "loss_box_reg": 0.05635776184499264, "loss_cls": 0.028275961987674236, "loss_rpn_cls": 0.0018871158827096224, "loss_rpn_loc": 0.003957916283980012, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010306303000106709, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48570888450012717, "total_loss": 0.0999423423781991} {"data_time": 0.011122234499453043, "eta_seconds": 39.55129932008276, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12486126526082131, "fast_rcnn/fg_cls_accuracy": 0.8751387347391787, "iteration": 14919, "loss_box_reg": 0.056717876344919205, "loss_cls": 0.028897409327328205, "loss_rpn_cls": 0.004112832015380263, "loss_rpn_loc": 0.003874122630804777, "lr": 1.0000000000000003e-05, "rank_data_time": 0.011122234499453043, "roi_head/num_bg_samples": 487.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4984149539995997, "total_loss": 0.08423923706868663} {"data_time": 0.010908209999797691, "eta_seconds": 29.66347449006207, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.130420054200542, "fast_rcnn/fg_cls_accuracy": 0.869579945799458, "iteration": 14939, "loss_box_reg": 0.05981857888400555, "loss_cls": 0.030821029096841812, "loss_rpn_cls": 0.0022328259656205773, "loss_rpn_loc": 0.005156409461051226, "lr": 1.0000000000000003e-05, "rank_data_time": 0.010908209999797691, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5017723295004544, "total_loss": 0.10385380638763309} {"data_time": 0.01064104600027349, "eta_seconds": 19.776648159968317, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13762626262626262, "fast_rcnn/fg_cls_accuracy": 0.8623737373737375, "iteration": 14959, "loss_box_reg": 0.04712056927382946, "loss_cls": 0.023320352658629417, "loss_rpn_cls": 0.0027870797784999013, "loss_rpn_loc": 0.004246376221999526, "lr": 1.0000000000000003e-05, "rank_data_time": 0.01064104600027349, "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": 0.49647604649999266, "total_loss": 0.08012311509810388} {"data_time": 0.007977910000590782, "eta_seconds": 9.888933969996287, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11369509043927647, "fast_rcnn/fg_cls_accuracy": 0.8863049095607235, "iteration": 14979, "loss_box_reg": 0.05368136614561081, "loss_cls": 0.028775682672858238, "loss_rpn_cls": 0.002377059427089989, "loss_rpn_loc": 0.0037317366804927588, "lr": 1.0000000000000003e-05, "rank_data_time": 0.007977910000590782, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49241662900021765, "total_loss": 0.09879247134085745} {"data_time": 0.00848143299936055, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.13570062171209948, "fast_rcnn/fg_cls_accuracy": 0.8642993782879005, "iteration": 14999, "loss_box_reg": 0.053549908101558685, "loss_cls": 0.028055153787136078, "loss_rpn_cls": 0.0030574664706364274, "loss_rpn_loc": 0.004729254636913538, "lr": 1.0000000000000003e-05, "rank_data_time": 0.00848143299936055, "roi_head/num_bg_samples": 487.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.492302532499707, "total_loss": 0.08531371192657389} {"bbox/AP": 70.03617811065185, "bbox/AP-Antelope": 67.38554881356443, "bbox/AP-Giraffe": 64.01627599856768, "bbox/AP-Gorilla": 70.81523485071052, "bbox/AP-Leopard": 72.12763795983311, "bbox/AP-Lion": 68.84872793804992, "bbox/AP-Wolf": 72.127279228806, "bbox/AP-elephant": 78.26124498585412, "bbox/AP-zebra": 66.70747510982906, "bbox/AP50": 97.79533397395095, "bbox/AP75": 84.34732343220476, "bbox/APl": 70.80732248153694, "bbox/APm": 54.007340392049265, "bbox/APs": 10.168899242865463, "iteration": 15000}