metrics.json

{"data_time": 0.002694956500008061, "eta_seconds": 31745.63556790704, "fast_rcnn/cls_accuracy": 0.09375, "fast_rcnn/false_negative": 0.03125, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.03185559716075659, "loss_cls": 3.839728832244873, "loss_rpn_cls": 0.7010544836521149, "loss_rpn_loc": 0.13091277331113815, "lr": 4.99525e-05, "roi_head/num_bg_samples": 127.16666666666666, "roi_head/num_fg_samples": 0.8333333333333333, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.1190598470000026, "total_loss": 4.775960452388972}
{"data_time": 0.0028953139999856603, "eta_seconds": 30921.874247686446, "fast_rcnn/cls_accuracy": 0.9934895833333334, "iteration": 39, "loss_box_reg": 0.028625047765672207, "loss_cls": 0.15489543229341507, "loss_rpn_cls": 0.6767531931400299, "loss_rpn_loc": 0.117790088057518, "lr": 9.990249999999999e-05, "roi_head/num_bg_samples": 127.16666666666667, "roi_head/num_fg_samples": 0.8333333333333334, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.995734249999984, "total_loss": 1.0735871000215411}
{"data_time": 0.0029146884999988742, "eta_seconds": 31305.527404191533, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.105647511780262, "loss_cls": 0.439898356795311, "loss_rpn_cls": 0.6224019527435303, "loss_rpn_loc": 0.1012284941971302, "lr": 0.0001498525, "roi_head/num_bg_samples": 124.91666666666666, "roi_head/num_fg_samples": 3.083333333333333, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.1741422879999845, "total_loss": 1.429860595613718}
{"data_time": 0.0027719919999924514, "eta_seconds": 31600.620879032194, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.28380972146987915, "loss_cls": 0.4277575761079788, "loss_rpn_cls": 0.5511517822742462, "loss_rpn_loc": 0.11091279238462448, "lr": 0.00019980250000000002, "roi_head/num_bg_samples": 120.0, "roi_head/num_fg_samples": 8.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.1900973770000007, "total_loss": 1.338172111660242}
{"data_time": 0.003075819999992291, "eta_seconds": 31811.730309476658, "fast_rcnn/cls_accuracy": 0.9446614583333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.23783929646015167, "loss_cls": 0.250947467982769, "loss_rpn_cls": 0.46650418639183044, "loss_rpn_loc": 0.09848308563232422, "lr": 0.0002497525, "roi_head/num_bg_samples": 120.91666666666666, "roi_head/num_fg_samples": 7.083333333333334, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.2402137289999757, "total_loss": 1.1939407959580421}
{"data_time": 0.002890591000010545, "eta_seconds": 31714.229587888593, "fast_rcnn/cls_accuracy": 0.9537760416666666, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.1944085881114006, "loss_cls": 0.17992942035198212, "loss_rpn_cls": 0.3369656205177307, "loss_rpn_loc": 0.055081119760870934, "lr": 0.0002997025, "roi_head/num_bg_samples": 122.08333333333333, "roi_head/num_fg_samples": 5.916666666666667, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 2.1122810495000124, "total_loss": 0.7399407718330622}
{"data_time": 0.00291404950002061, "eta_seconds": 31613.36937485665, "fast_rcnn/cls_accuracy": 0.9401041666666667, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.2833852469921112, "loss_cls": 0.20529192686080933, "loss_rpn_cls": 0.31667178869247437, "loss_rpn_loc": 0.15717381238937378, "lr": 0.00034965250000000005, "roi_head/num_bg_samples": 120.5, "roi_head/num_fg_samples": 7.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.094207371500005, "total_loss": 0.8989545833319426}
{"data_time": 0.0028374465000240434, "eta_seconds": 31711.589956066335, "fast_rcnn/cls_accuracy": 0.9446614583333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.25398458540439606, "loss_cls": 0.21489820629358292, "loss_rpn_cls": 0.287540540099144, "loss_rpn_loc": 0.18319018930196762, "lr": 0.00039960250000000005, "roi_head/num_bg_samples": 120.91666666666666, "roi_head/num_fg_samples": 7.083333333333334, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.2179487470000083, "total_loss": 1.0144135281443596}
{"data_time": 0.0028143190000378127, "eta_seconds": 31808.83088176585, "fast_rcnn/cls_accuracy": 0.9309895833333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.2922491878271103, "loss_cls": 0.1987863928079605, "loss_rpn_cls": 0.26460883021354675, "loss_rpn_loc": 0.14054831862449646, "lr": 0.00044955249999999993, "roi_head/num_bg_samples": 119.5, "roi_head/num_fg_samples": 8.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 2.1789329220000013, "total_loss": 1.0825292989611626}
{"data_time": 0.0032050979999667106, "eta_seconds": 31663.51738150387, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.34413209557533264, "loss_cls": 0.291100338101387, "loss_rpn_cls": 0.2186562865972519, "loss_rpn_loc": 0.13151463866233826, "lr": 0.0004995025, "roi_head/num_bg_samples": 117.5, "roi_head/num_fg_samples": 10.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.1119785124999453, "total_loss": 1.0763980746269226}
{"data_time": 0.003021199500039984, "eta_seconds": 31637.95083181202, "fast_rcnn/cls_accuracy": 0.8971354166666666, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.43284621834754944, "loss_cls": 0.2698247730731964, "loss_rpn_cls": 0.1997358500957489, "loss_rpn_loc": 0.09896981343626976, "lr": 0.0005494525, "roi_head/num_bg_samples": 115.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 2.1672167474999924, "total_loss": 1.0171295031905174}
{"data_time": 0.0025969600000053106, "eta_seconds": 31595.14188677202, "fast_rcnn/cls_accuracy": 0.9251302083333334, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.30000388622283936, "loss_cls": 0.30299295485019684, "loss_rpn_cls": 0.1973390057682991, "loss_rpn_loc": 0.10680784285068512, "lr": 0.0005994025, "roi_head/num_bg_samples": 118.66666666666667, "roi_head/num_fg_samples": 9.333333333333334, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.1415903930000013, "total_loss": 1.0911074355244637}
{"data_time": 0.002611946000001808, "eta_seconds": 31637.13487808585, "fast_rcnn/cls_accuracy": 0.8990885416666667, "fast_rcnn/false_negative": 0.9814241486068112, "fast_rcnn/fg_cls_accuracy": 0.018575851393188854, "iteration": 259, "loss_box_reg": 0.3374256044626236, "loss_cls": 0.2831621468067169, "loss_rpn_cls": 0.16486141830682755, "loss_rpn_loc": 0.0792839303612709, "lr": 0.0006493525, "roi_head/num_bg_samples": 118.08333333333334, "roi_head/num_fg_samples": 9.916666666666668, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.175649990000011, "total_loss": 1.142694428563118}
{"data_time": 0.0027865155000199593, "eta_seconds": 31594.210877165853, "fast_rcnn/cls_accuracy": 0.8854166666666666, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.4930519461631775, "loss_cls": 0.3404847979545593, "loss_rpn_cls": 0.1893126219511032, "loss_rpn_loc": 0.12396110966801643, "lr": 0.0006993025000000001, "roi_head/num_bg_samples": 112.83333333333333, "roi_head/num_fg_samples": 15.166666666666666, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.152896665500009, "total_loss": 1.1945201084017754}
{"data_time": 0.002531033499963087, "eta_seconds": 31466.71505165202, "fast_rcnn/cls_accuracy": 0.9010416666666666, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.4031251221895218, "loss_cls": 0.3576344847679138, "loss_rpn_cls": 0.13776139914989471, "loss_rpn_loc": 0.07281191274523735, "lr": 0.0007492525, "roi_head/num_bg_samples": 116.08333333333333, "roi_head/num_fg_samples": 11.916666666666666, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 2.1265853009999773, "total_loss": 0.9632820207625628}
{"data_time": 0.003043619500033401, "eta_seconds": 31508.362875325853, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.37914304435253143, "loss_cls": 0.3572276830673218, "loss_rpn_cls": 0.19478996098041534, "loss_rpn_loc": 0.18386251479387283, "lr": 0.0007992025, "roi_head/num_bg_samples": 116.66666666666667, "roi_head/num_fg_samples": 11.333333333333334, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.2246037960000535, "total_loss": 1.2401916980743408}
{"data_time": 0.0030395234999787135, "eta_seconds": 31492.938204225182, "fast_rcnn/cls_accuracy": 0.9095052083333334, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.4079679548740387, "loss_cls": 0.351101890206337, "loss_rpn_cls": 0.16068652272224426, "loss_rpn_loc": 0.11598255857825279, "lr": 0.0008491525000000001, "roi_head/num_bg_samples": 116.41666666666667, "roi_head/num_fg_samples": 11.583333333333334, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.1541594885000563, "total_loss": 0.9871457144618034}
{"data_time": 0.00290261849994522, "eta_seconds": 31494.715383758732, "fast_rcnn/cls_accuracy": 0.8860677083333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.4470091611146927, "loss_cls": 0.3834119141101837, "loss_rpn_cls": 0.1729472279548645, "loss_rpn_loc": 0.13258881866931915, "lr": 0.0008991025, "roi_head/num_bg_samples": 114.33333333333333, "roi_head/num_fg_samples": 13.666666666666666, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.19045448199995, "total_loss": 1.1781843155622482}
{"data_time": 0.0028145604999281204, "eta_seconds": 31436.511975392576, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.4549286365509033, "loss_cls": 0.299032524228096, "loss_rpn_cls": 0.16914843767881393, "loss_rpn_loc": 0.11341527476906776, "lr": 0.0009490525, "roi_head/num_bg_samples": 114.33333333333334, "roi_head/num_fg_samples": 13.666666666666668, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.130948107999984, "total_loss": 1.0336856562644243}
{"data_time": 0.002793349999990369, "eta_seconds": 31378.34298047908, "fast_rcnn/cls_accuracy": 0.9134114583333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 399, "loss_box_reg": 0.3645706921815872, "loss_cls": 0.2782951295375824, "loss_rpn_cls": 0.14059454947710037, "loss_rpn_loc": 0.08221378177404404, "lr": 0.0009990025, "roi_head/num_bg_samples": 116.91666666666666, "roi_head/num_fg_samples": 11.083333333333332, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 2.095019320000006, "total_loss": 1.002502016723156}
{"data_time": 0.0030684005000694015, "eta_seconds": 31302.45512758341, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 419, "loss_box_reg": 0.32330209016799927, "loss_cls": 0.3414076417684555, "loss_rpn_cls": 0.16744683682918549, "loss_rpn_loc": 0.13611876219511032, "lr": 0.0010489525, "roi_head/num_bg_samples": 118.25, "roi_head/num_fg_samples": 9.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.1228722609999977, "total_loss": 1.0108942836523056}
{"data_time": 0.002715153499934786, "eta_seconds": 31253.311924140766, "fast_rcnn/cls_accuracy": 0.9127604166666667, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 439, "loss_box_reg": 0.3388240486383438, "loss_cls": 0.31520505249500275, "loss_rpn_cls": 0.10829486325383186, "loss_rpn_loc": 0.15297016501426697, "lr": 0.0010989025, "roi_head/num_bg_samples": 116.83333333333334, "roi_head/num_fg_samples": 11.166666666666668, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.1144530815000735, "total_loss": 1.0224003456532955}
{"data_time": 0.0030146059999651698, "eta_seconds": 31249.39971776908, "fast_rcnn/cls_accuracy": 0.9153645833333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 459, "loss_box_reg": 0.33551008999347687, "loss_cls": 0.27974969148635864, "loss_rpn_cls": 0.2353958636522293, "loss_rpn_loc": 0.13406335562467575, "lr": 0.0011488525, "roi_head/num_bg_samples": 117.75, "roi_head/num_fg_samples": 10.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.174509062499965, "total_loss": 0.9581343997269869}
{"data_time": 0.0027282260000447422, "eta_seconds": 31183.70899870211, "fast_rcnn/cls_accuracy": 0.9075520833333334, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 479, "loss_box_reg": 0.3649236559867859, "loss_cls": 0.35363806784152985, "loss_rpn_cls": 0.1395302638411522, "loss_rpn_loc": 0.09009919315576553, "lr": 0.0011988025, "roi_head/num_bg_samples": 116.16666666666667, "roi_head/num_fg_samples": 11.833333333333334, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.1202296600000636, "total_loss": 1.0093461647629738}
{"data_time": 0.0028044109999427747, "eta_seconds": 31140.759189462107, "fast_rcnn/cls_accuracy": 0.8776041666666667, "fast_rcnn/false_negative": 0.9945054945054945, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 499, "loss_box_reg": 0.48612816631793976, "loss_cls": 0.35217197239398956, "loss_rpn_cls": 0.10473733395338058, "loss_rpn_loc": 0.09814560785889626, "lr": 0.0012487525, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 2.149761180500036, "total_loss": 1.103262435644865}
{"data_time": 0.0027956085000369058, "eta_seconds": 31120.456455059077, "fast_rcnn/cls_accuracy": 0.869140625, "fast_rcnn/false_negative": 0.9359631147540983, "fast_rcnn/fg_cls_accuracy": 0.03933965577801194, "iteration": 519, "loss_box_reg": 0.4984286278486252, "loss_cls": 0.35593606531620026, "loss_rpn_cls": 0.09726284444332123, "loss_rpn_loc": 0.12524320930242538, "lr": 0.0012987025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 2.17715925650009, "total_loss": 1.1052781455218792}
{"data_time": 0.0029901945000574415, "eta_seconds": 31063.32305922518, "fast_rcnn/cls_accuracy": 0.8860677083333333, "fast_rcnn/false_negative": 0.9246031746031746, "fast_rcnn/fg_cls_accuracy": 0.07539682539682539, "iteration": 539, "loss_box_reg": 0.40989014506340027, "loss_cls": 0.38474714756011963, "loss_rpn_cls": 0.15997115522623062, "loss_rpn_loc": 0.08502256497740746, "lr": 0.0013486525000000003, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.1274556734999805, "total_loss": 1.0357089638710022}
{"data_time": 0.002776424999979099, "eta_seconds": 30951.823027978786, "fast_rcnn/cls_accuracy": 0.9446614583333333, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 559, "loss_box_reg": 0.2324315458536148, "loss_cls": 0.2093849927186966, "loss_rpn_cls": 0.1893186792731285, "loss_rpn_loc": 0.18719396740198135, "lr": 0.0013986025000000003, "roi_head/num_bg_samples": 120.91666666666666, "roi_head/num_fg_samples": 7.083333333333334, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0937718229999973, "total_loss": 0.8214247114956379}
{"data_time": 0.0028264959998978156, "eta_seconds": 30932.10287606997, "fast_rcnn/cls_accuracy": 0.8899739583333334, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 579, "loss_box_reg": 0.4637221544981003, "loss_cls": 0.30749092996120453, "loss_rpn_cls": 0.13499829918146133, "loss_rpn_loc": 0.09527093544602394, "lr": 0.0014485525, "roi_head/num_bg_samples": 113.16666666666666, "roi_head/num_fg_samples": 14.833333333333332, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.1638090249999777, "total_loss": 1.056348629295826}
{"data_time": 0.002895267999974749, "eta_seconds": 30897.452585836036, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.9948453608247423, "fast_rcnn/fg_cls_accuracy": 0.005154639175257732, "iteration": 599, "loss_box_reg": 0.3540000021457672, "loss_cls": 0.2931561917066574, "loss_rpn_cls": 0.11568799242377281, "loss_rpn_loc": 0.06563148647546768, "lr": 0.0014985025, "roi_head/num_bg_samples": 116.75, "roi_head/num_fg_samples": 11.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 2.1580264619999525, "total_loss": 0.8257883675396442}
{"data_time": 0.002634414499993909, "eta_seconds": 30860.118907152708, "fast_rcnn/cls_accuracy": 0.8938802083333333, "fast_rcnn/false_negative": 0.8855799373040751, "fast_rcnn/fg_cls_accuracy": 0.10193255020841227, "iteration": 619, "loss_box_reg": 0.42877569794654846, "loss_cls": 0.29623961448669434, "loss_rpn_cls": 0.1268753930926323, "loss_rpn_loc": 0.08840925246477127, "lr": 0.0015484525, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.1462577654999677, "total_loss": 1.0293938592076302}
{"data_time": 0.0026049220000459172, "eta_seconds": 30775.56353109812, "fast_rcnn/cls_accuracy": 0.9036458333333333, "fast_rcnn/false_negative": 0.8546502570493846, "fast_rcnn/fg_cls_accuracy": 0.14474950285457694, "iteration": 639, "loss_box_reg": 0.38588617742061615, "loss_cls": 0.323908269405365, "loss_rpn_cls": 0.1282116435468197, "loss_rpn_loc": 0.10435541719198227, "lr": 0.0015984025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.07349218249999, "total_loss": 1.0045327991247177}
{"data_time": 0.0030926439999348077, "eta_seconds": 30719.664145715564, "fast_rcnn/cls_accuracy": 0.9095052083333334, "fast_rcnn/false_negative": 0.9233021077283372, "fast_rcnn/fg_cls_accuracy": 0.05476190476190476, "iteration": 659, "loss_box_reg": 0.36217957735061646, "loss_cls": 0.31009267270565033, "loss_rpn_cls": 0.11070422828197479, "loss_rpn_loc": 0.1192048229277134, "lr": 0.0016483525000000002, "roi_head/num_bg_samples": 115.66666666666666, "roi_head/num_fg_samples": 12.333333333333332, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.1072517720000405, "total_loss": 0.9085186719894409}
{"data_time": 0.003054233999932876, "eta_seconds": 30645.13233177558, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.9466493168510084, "fast_rcnn/fg_cls_accuracy": 0.05335068314899154, "iteration": 679, "loss_box_reg": 0.29964081943035126, "loss_cls": 0.2442711740732193, "loss_rpn_cls": 0.0957171879708767, "loss_rpn_loc": 0.10933626815676689, "lr": 0.0016983025000000002, "roi_head/num_bg_samples": 118.33333333333333, "roi_head/num_fg_samples": 9.666666666666666, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.1184703100000206, "total_loss": 0.7981749139726162}
{"data_time": 0.0030673720000322646, "eta_seconds": 30633.98068111556, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.8357142857142856, "fast_rcnn/fg_cls_accuracy": 0.11267605633802816, "iteration": 699, "loss_box_reg": 0.28758908808231354, "loss_cls": 0.2560049891471863, "loss_rpn_cls": 0.127378411591053, "loss_rpn_loc": 0.10617624595761299, "lr": 0.0017482525, "roi_head/num_bg_samples": 116.83333333333334, "roi_head/num_fg_samples": 11.166666666666668, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.175868100999992, "total_loss": 0.7683925442397594}
{"data_time": 0.0029092395000134275, "eta_seconds": 30604.123862378125, "fast_rcnn/cls_accuracy": 0.9029947916666667, "fast_rcnn/false_negative": 0.759203074433657, "fast_rcnn/fg_cls_accuracy": 0.23797829811536264, "iteration": 719, "loss_box_reg": 0.3828960359096527, "loss_cls": 0.240833580493927, "loss_rpn_cls": 0.11259271577000618, "loss_rpn_loc": 0.13370370119810104, "lr": 0.0017982025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 2.1602633439999863, "total_loss": 0.8447069376707077}
{"data_time": 0.0028919235001012566, "eta_seconds": 30543.861054376663, "fast_rcnn/cls_accuracy": 0.9264322916666667, "fast_rcnn/false_negative": 0.784813925570228, "fast_rcnn/fg_cls_accuracy": 0.2151860744297719, "iteration": 739, "loss_box_reg": 0.27186034619808197, "loss_cls": 0.2090209573507309, "loss_rpn_cls": 0.11767848208546638, "loss_rpn_loc": 0.09689843282103539, "lr": 0.0018481525, "roi_head/num_bg_samples": 117.08333333333334, "roi_head/num_fg_samples": 10.916666666666668, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.115660466500003, "total_loss": 0.6760071320459247}
{"data_time": 0.00277168000002348, "eta_seconds": 30493.31001888344, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.7381381381381381, "fast_rcnn/fg_cls_accuracy": 0.26186186186186183, "iteration": 759, "loss_box_reg": 0.407839298248291, "loss_cls": 0.29053986072540283, "loss_rpn_cls": 0.09634150192141533, "loss_rpn_loc": 0.07348296046257019, "lr": 0.0018981025000000002, "roi_head/num_bg_samples": 113.41666666666666, "roi_head/num_fg_samples": 14.583333333333332, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.1282699600000115, "total_loss": 0.899802677333355}
{"data_time": 0.002948370000012801, "eta_seconds": 30462.61375191556, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.870380739081747, "fast_rcnn/fg_cls_accuracy": 0.07886412652767794, "iteration": 779, "loss_box_reg": 0.3385797142982483, "loss_cls": 0.26131485402584076, "loss_rpn_cls": 0.1115078255534172, "loss_rpn_loc": 0.09251940995454788, "lr": 0.0019480525000000002, "roi_head/num_bg_samples": 115.58333333333333, "roi_head/num_fg_samples": 12.416666666666666, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.206219868499943, "total_loss": 0.8326278291642666}
{"data_time": 0.002910907499995119, "eta_seconds": 30407.660668363438, "fast_rcnn/cls_accuracy": 0.9075520833333333, "fast_rcnn/false_negative": 0.9154589371980676, "fast_rcnn/fg_cls_accuracy": 0.07628280454367412, "iteration": 799, "loss_box_reg": 0.3544246703386307, "loss_cls": 0.27248479425907135, "loss_rpn_cls": 0.11332029104232788, "loss_rpn_loc": 0.08003109693527222, "lr": 0.0019980025, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0495850559999553, "total_loss": 0.8365280963480473}
{"data_time": 0.0027706375000207117, "eta_seconds": 30345.550003275577, "fast_rcnn/cls_accuracy": 0.9108072916666667, "fast_rcnn/false_negative": 0.7930182599355531, "fast_rcnn/fg_cls_accuracy": 0.20688637481554353, "iteration": 819, "loss_box_reg": 0.34119752049446106, "loss_cls": 0.23219459503889084, "loss_rpn_cls": 0.11264883354306221, "loss_rpn_loc": 0.08737494051456451, "lr": 0.0020479524999999998, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0958333419999917, "total_loss": 0.8334409408271313}
{"data_time": 0.00258717200006231, "eta_seconds": 30329.683499826653, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.7881481481481482, "fast_rcnn/fg_cls_accuracy": 0.21185185185185185, "iteration": 839, "loss_box_reg": 0.3111988306045532, "loss_cls": 0.24135217815637589, "loss_rpn_cls": 0.0970686823129654, "loss_rpn_loc": 0.12374542281031609, "lr": 0.0020979024999999998, "roi_head/num_bg_samples": 116.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.1696026609998853, "total_loss": 0.8213313072919846}
{"data_time": 0.0027283239999178477, "eta_seconds": 30229.246103149133, "fast_rcnn/cls_accuracy": 0.9231770833333334, "fast_rcnn/false_negative": 0.6384488448844885, "fast_rcnn/fg_cls_accuracy": 0.3482178217821782, "iteration": 859, "loss_box_reg": 0.329028457403183, "loss_cls": 0.21539977192878723, "loss_rpn_cls": 0.10139911994338036, "loss_rpn_loc": 0.10681355372071266, "lr": 0.0021478524999999997, "roi_head/num_bg_samples": 115.91666666666666, "roi_head/num_fg_samples": 12.083333333333332, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0605196760000126, "total_loss": 0.8083158768713474}
{"data_time": 0.002670419499736454, "eta_seconds": 30175.573011020664, "fast_rcnn/cls_accuracy": 0.9108072916666667, "fast_rcnn/false_negative": 0.6497326203208555, "fast_rcnn/fg_cls_accuracy": 0.35026737967914434, "iteration": 879, "loss_box_reg": 0.35598261654376984, "loss_cls": 0.2321220263838768, "loss_rpn_cls": 0.10143795609474182, "loss_rpn_loc": 0.09678599238395691, "lr": 0.0021978025, "roi_head/num_bg_samples": 116.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0928334654998935, "total_loss": 0.7498142253607512}
{"data_time": 0.0027877790000729874, "eta_seconds": 30132.834433000662, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.6322882288228824, "fast_rcnn/fg_cls_accuracy": 0.36465721040189125, "iteration": 899, "loss_box_reg": 0.32881587743759155, "loss_cls": 0.18569860607385635, "loss_rpn_cls": 0.09570462256669998, "loss_rpn_loc": 0.1481190174818039, "lr": 0.0022477525, "roi_head/num_bg_samples": 114.08333333333333, "roi_head/num_fg_samples": 13.916666666666666, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 2.1426202869997724, "total_loss": 0.7572985775768757}
{"data_time": 0.0028224524999131972, "eta_seconds": 30062.39935171995, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.7654751525719268, "fast_rcnn/fg_cls_accuracy": 0.23452484742807322, "iteration": 919, "loss_box_reg": 0.2924808859825134, "loss_cls": 0.21268777549266815, "loss_rpn_cls": 0.088375024497509, "loss_rpn_loc": 0.08797028660774231, "lr": 0.0022977025, "roi_head/num_bg_samples": 117.33333333333334, "roi_head/num_fg_samples": 10.666666666666668, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 2.1092692019999504, "total_loss": 0.6843552449718118}
{"data_time": 0.0029021935001765087, "eta_seconds": 30005.00733774061, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.7804551539491298, "fast_rcnn/fg_cls_accuracy": 0.18002136752136752, "iteration": 939, "loss_box_reg": 0.31496842205524445, "loss_cls": 0.23563703149557114, "loss_rpn_cls": 0.10209277644753456, "loss_rpn_loc": 0.1290636882185936, "lr": 0.0023476524999999997, "roi_head/num_bg_samples": 114.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.0679343090000657, "total_loss": 0.8330472186207771}
{"data_time": 0.0029906524998750683, "eta_seconds": 29955.084086886243, "fast_rcnn/cls_accuracy": 0.9264322916666667, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.4823232323232323, "iteration": 959, "loss_box_reg": 0.3783867806196213, "loss_cls": 0.2127605900168419, "loss_rpn_cls": 0.08837280049920082, "loss_rpn_loc": 0.06641387566924095, "lr": 0.0023976024999999997, "roi_head/num_bg_samples": 112.16666666666667, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 2.107457850499941, "total_loss": 0.7755206795409322}
{"data_time": 0.002936035499942591, "eta_seconds": 29901.765553124726, "fast_rcnn/cls_accuracy": 0.9134114583333334, "fast_rcnn/false_negative": 0.5616036505867015, "fast_rcnn/fg_cls_accuracy": 0.414769975786925, "iteration": 979, "loss_box_reg": 0.31173384189605713, "loss_cls": 0.20886117964982986, "loss_rpn_cls": 0.09386369213461876, "loss_rpn_loc": 0.0644354447722435, "lr": 0.0024475525, "roi_head/num_bg_samples": 113.58333333333334, "roi_head/num_fg_samples": 14.416666666666668, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0519966330000443, "total_loss": 0.8254599645733833}
{"data_time": 0.002941618500244658, "eta_seconds": 29854.071237353797, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.6011904761904763, "fast_rcnn/fg_cls_accuracy": 0.3795005807200929, "iteration": 999, "loss_box_reg": 0.40043915808200836, "loss_cls": 0.24723245203495026, "loss_rpn_cls": 0.09123673290014267, "loss_rpn_loc": 0.051031552255153656, "lr": 0.0024975025, "roi_head/num_bg_samples": 114.16666666666666, "roi_head/num_fg_samples": 13.833333333333332, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 2.099681455000109, "total_loss": 0.8146224990487099}
{"data_time": 0.0030368600000656443, "eta_seconds": 29812.799033809137, "fast_rcnn/cls_accuracy": 0.9173177083333333, "fast_rcnn/false_negative": 0.5954304316373282, "fast_rcnn/fg_cls_accuracy": 0.40284543043163734, "iteration": 1019, "loss_box_reg": 0.35554835200309753, "loss_cls": 0.24573417007923126, "loss_rpn_cls": 0.08622240647673607, "loss_rpn_loc": 0.05628157593309879, "lr": 0.0025, "roi_head/num_bg_samples": 114.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.111135254500141, "total_loss": 0.742556743323803}
{"data_time": 0.0030616790002113703, "eta_seconds": 29806.08270717774, "fast_rcnn/cls_accuracy": 0.9192708333333333, "fast_rcnn/false_negative": 0.6587062535857717, "fast_rcnn/fg_cls_accuracy": 0.32413419913419916, "iteration": 1039, "loss_box_reg": 0.3485143631696701, "loss_cls": 0.18796977400779724, "loss_rpn_cls": 0.08489377796649933, "loss_rpn_loc": 0.08983668684959412, "lr": 0.0025, "roi_head/num_bg_samples": 114.58333333333334, "roi_head/num_fg_samples": 13.416666666666668, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.141627497500167, "total_loss": 0.7606477905064821}
{"data_time": 0.003024521499810362, "eta_seconds": 29741.74398228624, "fast_rcnn/cls_accuracy": 0.9173177083333333, "fast_rcnn/false_negative": 0.5781671159029649, "fast_rcnn/fg_cls_accuracy": 0.421832884097035, "iteration": 1059, "loss_box_reg": 0.3747826814651489, "loss_cls": 0.2047954648733139, "loss_rpn_cls": 0.08108683675527573, "loss_rpn_loc": 0.0911434218287468, "lr": 0.0025, "roi_head/num_bg_samples": 113.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.1169556594998085, "total_loss": 0.7765415329486132}
{"data_time": 0.0029268250000313856, "eta_seconds": 29688.50140967472, "fast_rcnn/cls_accuracy": 0.9205729166666666, "fast_rcnn/false_negative": 0.5303030303030303, "fast_rcnn/fg_cls_accuracy": 0.42803030303030304, "iteration": 1079, "loss_box_reg": 0.30757130682468414, "loss_cls": 0.20120751857757568, "loss_rpn_cls": 0.09027193486690521, "loss_rpn_loc": 0.07113482058048248, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.163798059499868, "total_loss": 0.7434140332043171}
{"data_time": 0.002879280500110326, "eta_seconds": 29631.073479153023, "fast_rcnn/cls_accuracy": 0.9264322916666666, "fast_rcnn/false_negative": 0.5954822616407982, "fast_rcnn/fg_cls_accuracy": 0.4045177383592018, "iteration": 1099, "loss_box_reg": 0.339334636926651, "loss_cls": 0.19586924463510513, "loss_rpn_cls": 0.08348004519939423, "loss_rpn_loc": 0.08313523232936859, "lr": 0.0025, "roi_head/num_bg_samples": 115.33333333333334, "roi_head/num_fg_samples": 12.666666666666668, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 2.1555948299999272, "total_loss": 0.7046917974948883}
{"data_time": 0.003061402499952237, "eta_seconds": 29584.697251525253, "fast_rcnn/cls_accuracy": 0.9231770833333334, "fast_rcnn/false_negative": 0.6627450980392157, "fast_rcnn/fg_cls_accuracy": 0.33725490196078434, "iteration": 1119, "loss_box_reg": 0.3224061131477356, "loss_cls": 0.18894947320222855, "loss_rpn_cls": 0.0839606299996376, "loss_rpn_loc": 0.08236779645085335, "lr": 0.0025, "roi_head/num_bg_samples": 115.66666666666666, "roi_head/num_fg_samples": 12.333333333333332, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 2.085558851000087, "total_loss": 0.7020293865352869}
{"data_time": 0.0028290944999298517, "eta_seconds": 29567.087041298728, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5060541310541311, "fast_rcnn/fg_cls_accuracy": 0.493945868945869, "iteration": 1139, "loss_box_reg": 0.378044918179512, "loss_cls": 0.2186480462551117, "loss_rpn_cls": 0.1075965166091919, "loss_rpn_loc": 0.09791114181280136, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.166818890499826, "total_loss": 0.839891817420721}
{"data_time": 0.002956576000087807, "eta_seconds": 29503.178765913028, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.407258064516129, "fast_rcnn/fg_cls_accuracy": 0.592741935483871, "iteration": 1159, "loss_box_reg": 0.31202855706214905, "loss_cls": 0.17242258042097092, "loss_rpn_cls": 0.07103593647480011, "loss_rpn_loc": 0.05336001515388489, "lr": 0.0025, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.137806495500172, "total_loss": 0.5926993479952216}
{"data_time": 0.0029187990000991704, "eta_seconds": 29427.301484204305, "fast_rcnn/cls_accuracy": 0.9251302083333333, "fast_rcnn/false_negative": 0.4062263197777216, "fast_rcnn/fg_cls_accuracy": 0.565081945008804, "iteration": 1179, "loss_box_reg": 0.3679260313510895, "loss_cls": 0.1772540807723999, "loss_rpn_cls": 0.07910195365548134, "loss_rpn_loc": 0.07792596891522408, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666667, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0443635170001926, "total_loss": 0.7567936088889837}
{"data_time": 0.0028690414999346103, "eta_seconds": 29384.71802210431, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5662967289719626, "fast_rcnn/fg_cls_accuracy": 0.4337032710280374, "iteration": 1199, "loss_box_reg": 0.3699306696653366, "loss_cls": 0.18930955231189728, "loss_rpn_cls": 0.06386859156191349, "loss_rpn_loc": 0.05573411472141743, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 2.0997740969999086, "total_loss": 0.7362386044114828}
{"data_time": 0.0029290664999734872, "eta_seconds": 29337.304760498355, "fast_rcnn/cls_accuracy": 0.9244791666666667, "fast_rcnn/false_negative": 0.3338834791219673, "fast_rcnn/fg_cls_accuracy": 0.6003228600677218, "iteration": 1219, "loss_box_reg": 0.39046627283096313, "loss_cls": 0.1880895122885704, "loss_rpn_cls": 0.07136594876646996, "loss_rpn_loc": 0.11815471574664116, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.096747139999934, "total_loss": 0.8242790214717388}
{"data_time": 0.002820700000029319, "eta_seconds": 29296.08244520117, "fast_rcnn/cls_accuracy": 0.9147135416666667, "fast_rcnn/false_negative": 0.6078465869106263, "fast_rcnn/fg_cls_accuracy": 0.3921534130893737, "iteration": 1239, "loss_box_reg": 0.31255222856998444, "loss_cls": 0.20207520574331284, "loss_rpn_cls": 0.0844743400812149, "loss_rpn_loc": 0.13447994738817215, "lr": 0.0025, "roi_head/num_bg_samples": 115.58333333333334, "roi_head/num_fg_samples": 12.416666666666668, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 2.1447119095003018, "total_loss": 0.8054840853437781}
{"data_time": 0.002494494500069777, "eta_seconds": 29235.115000591442, "fast_rcnn/cls_accuracy": 0.9264322916666666, "fast_rcnn/false_negative": 0.4938505921651989, "fast_rcnn/fg_cls_accuracy": 0.5005314303067112, "iteration": 1259, "loss_box_reg": 0.32770654559135437, "loss_cls": 0.19082313030958176, "loss_rpn_cls": 0.07794306427240372, "loss_rpn_loc": 0.09329983592033386, "lr": 0.0025, "roi_head/num_bg_samples": 113.83333333333334, "roi_head/num_fg_samples": 14.166666666666668, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 2.1161333360000754, "total_loss": 0.7419326156377792}
{"data_time": 0.0026643020000847173, "eta_seconds": 29178.305510837537, "fast_rcnn/cls_accuracy": 0.9264322916666666, "fast_rcnn/false_negative": 0.46808191808191807, "fast_rcnn/fg_cls_accuracy": 0.5300865800865802, "iteration": 1279, "loss_box_reg": 0.3374290466308594, "loss_cls": 0.18463564664125443, "loss_rpn_cls": 0.07322267815470695, "loss_rpn_loc": 0.09365580603480339, "lr": 0.0025, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0110832744999243, "total_loss": 0.6929358020424843}
{"data_time": 0.002954361999854882, "eta_seconds": 29120.362156740593, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.381061473844979, "fast_rcnn/fg_cls_accuracy": 0.618938526155021, "iteration": 1299, "loss_box_reg": 0.3140016794204712, "loss_cls": 0.16323202848434448, "loss_rpn_cls": 0.07875935360789299, "loss_rpn_loc": 0.11331038922071457, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.0980316205000236, "total_loss": 0.7051642816513777}
{"data_time": 0.0031652840002607263, "eta_seconds": 29067.56612141224, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4935768767563228, "fast_rcnn/fg_cls_accuracy": 0.4203131272581293, "iteration": 1319, "loss_box_reg": 0.32912322878837585, "loss_cls": 0.1964634731411934, "loss_rpn_cls": 0.07268129661679268, "loss_rpn_loc": 0.08621544390916824, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.099888745499811, "total_loss": 0.7170641645789146}
{"data_time": 0.002644034000013562, "eta_seconds": 29005.99324593051, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3682062298603652, "fast_rcnn/fg_cls_accuracy": 0.6003451251078515, "iteration": 1339, "loss_box_reg": 0.28428490459918976, "loss_cls": 0.1579359695315361, "loss_rpn_cls": 0.05202092044055462, "loss_rpn_loc": 0.040947736240923405, "lr": 0.0025, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 2.047669255500068, "total_loss": 0.5496806530281901}
{"data_time": 0.002743871500115347, "eta_seconds": 28927.935875721032, "fast_rcnn/cls_accuracy": 0.9166666666666667, "fast_rcnn/false_negative": 0.4351827330508474, "fast_rcnn/fg_cls_accuracy": 0.4546875, "iteration": 1359, "loss_box_reg": 0.3143700659275055, "loss_cls": 0.20932746678590775, "loss_rpn_cls": 0.06076547130942345, "loss_rpn_loc": 0.07445530220866203, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0871728825002265, "total_loss": 0.6855120491236448}
{"data_time": 0.0027871524998772657, "eta_seconds": 28873.643449116447, "fast_rcnn/cls_accuracy": 0.9342447916666667, "fast_rcnn/false_negative": 0.3572727272727273, "fast_rcnn/fg_cls_accuracy": 0.6148318042813455, "iteration": 1379, "loss_box_reg": 0.31272873282432556, "loss_cls": 0.1594509780406952, "loss_rpn_cls": 0.07665225118398666, "loss_rpn_loc": 0.08730226382613182, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.108012203000044, "total_loss": 0.6824357248842716}
{"data_time": 0.003293865500154425, "eta_seconds": 28843.10943814103, "fast_rcnn/cls_accuracy": 0.9342447916666667, "fast_rcnn/false_negative": 0.538604766633565, "fast_rcnn/fg_cls_accuracy": 0.46139523336643495, "iteration": 1399, "loss_box_reg": 0.2979344576597214, "loss_cls": 0.1734745129942894, "loss_rpn_cls": 0.06594772264361382, "loss_rpn_loc": 0.06205960735678673, "lr": 0.0025, "roi_head/num_bg_samples": 113.66666666666667, "roi_head/num_fg_samples": 14.333333333333334, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.1557185689998732, "total_loss": 0.6618015924468637}
{"data_time": 0.002494586500006335, "eta_seconds": 28791.99428866699, "fast_rcnn/cls_accuracy": 0.9244791666666667, "fast_rcnn/false_negative": 0.42753751103265664, "fast_rcnn/fg_cls_accuracy": 0.48972602739726023, "iteration": 1419, "loss_box_reg": 0.2539721205830574, "loss_cls": 0.1711750328540802, "loss_rpn_cls": 0.07997585460543633, "loss_rpn_loc": 0.11347837373614311, "lr": 0.0025, "roi_head/num_bg_samples": 115.83333333333333, "roi_head/num_fg_samples": 12.166666666666666, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 2.077209023500018, "total_loss": 0.7095340453088284}
{"data_time": 0.002854789999901186, "eta_seconds": 28753.959482540005, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3048092868988391, "fast_rcnn/fg_cls_accuracy": 0.6896351575456053, "iteration": 1439, "loss_box_reg": 0.275698646903038, "loss_cls": 0.14950285851955414, "loss_rpn_cls": 0.08090455085039139, "loss_rpn_loc": 0.10485980287194252, "lr": 0.0025, "roi_head/num_bg_samples": 114.91666666666666, "roi_head/num_fg_samples": 13.083333333333332, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.126849325499734, "total_loss": 0.5851016268134117}
{"data_time": 0.0029170205000355054, "eta_seconds": 28696.550945396004, "fast_rcnn/cls_accuracy": 0.9466145833333334, "fast_rcnn/false_negative": 0.35357142857142854, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 1459, "loss_box_reg": 0.2579565644264221, "loss_cls": 0.13677215576171875, "loss_rpn_cls": 0.056527428328990936, "loss_rpn_loc": 0.07779437303543091, "lr": 0.0025, "roi_head/num_bg_samples": 113.66666666666667, "roi_head/num_fg_samples": 14.333333333333334, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.108677651500102, "total_loss": 0.5550318732857704}
{"data_time": 0.0028963425002075383, "eta_seconds": 28650.35926064327, "fast_rcnn/cls_accuracy": 0.9401041666666666, "fast_rcnn/false_negative": 0.30392156862745096, "fast_rcnn/fg_cls_accuracy": 0.6852485180118559, "iteration": 1479, "loss_box_reg": 0.30316513776779175, "loss_cls": 0.14937108755111694, "loss_rpn_cls": 0.06004404276609421, "loss_rpn_loc": 0.07303779944777489, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 2.0637003179999738, "total_loss": 0.6462196670472622}
{"data_time": 0.00312076350019197, "eta_seconds": 28609.49484362045, "fast_rcnn/cls_accuracy": 0.9290364583333333, "fast_rcnn/false_negative": 0.35996771589991927, "fast_rcnn/fg_cls_accuracy": 0.6400322841000807, "iteration": 1499, "loss_box_reg": 0.32907988131046295, "loss_cls": 0.16935940086841583, "loss_rpn_cls": 0.05860035866498947, "loss_rpn_loc": 0.06534664705395699, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.147019797999974, "total_loss": 0.6881888713687658}
{"data_time": 0.002987878000112687, "eta_seconds": 28549.34830459276, "fast_rcnn/cls_accuracy": 0.9368489583333333, "fast_rcnn/false_negative": 0.41951832279303475, "fast_rcnn/fg_cls_accuracy": 0.5753270380317075, "iteration": 1519, "loss_box_reg": 0.3060469925403595, "loss_cls": 0.15072142332792282, "loss_rpn_cls": 0.06358039006590843, "loss_rpn_loc": 0.09797792509198189, "lr": 0.0025, "roi_head/num_bg_samples": 114.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0759409330000835, "total_loss": 0.6133276782929897}
{"data_time": 0.0027162160001807933, "eta_seconds": 28506.99336311276, "fast_rcnn/cls_accuracy": 0.9407552083333333, "fast_rcnn/false_negative": 0.3423969262597901, "fast_rcnn/fg_cls_accuracy": 0.5930171964564878, "iteration": 1539, "loss_box_reg": 0.2700546234846115, "loss_cls": 0.14071588963270187, "loss_rpn_cls": 0.07645662128925323, "loss_rpn_loc": 0.08849789947271347, "lr": 0.0025, "roi_head/num_bg_samples": 114.41666666666667, "roi_head/num_fg_samples": 13.583333333333334, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.123587054499694, "total_loss": 0.5642907842993736}
{"data_time": 0.00270789799992599, "eta_seconds": 28462.658387601874, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4552590266875981, "fast_rcnn/fg_cls_accuracy": 0.5447409733124018, "iteration": 1559, "loss_box_reg": 0.25831790268421173, "loss_cls": 0.16189365088939667, "loss_rpn_cls": 0.06501398608088493, "loss_rpn_loc": 0.06177494116127491, "lr": 0.0025, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.0458567875000426, "total_loss": 0.6075517870485783}
{"data_time": 0.002639643500060629, "eta_seconds": 28399.282489826794, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3360690235690236, "fast_rcnn/fg_cls_accuracy": 0.6639309764309764, "iteration": 1579, "loss_box_reg": 0.23057477176189423, "loss_cls": 0.13313327729701996, "loss_rpn_cls": 0.06296029314398766, "loss_rpn_loc": 0.07998966425657272, "lr": 0.0025, "roi_head/num_bg_samples": 116.41666666666666, "roi_head/num_fg_samples": 11.583333333333332, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.097324161499955, "total_loss": 0.5644357092678547}
{"data_time": 0.0029010330001710827, "eta_seconds": 28348.94058221275, "fast_rcnn/cls_accuracy": 0.9368489583333333, "fast_rcnn/false_negative": 0.3871975019516003, "fast_rcnn/fg_cls_accuracy": 0.6024590163934427, "iteration": 1599, "loss_box_reg": 0.25403788685798645, "loss_cls": 0.14949582517147064, "loss_rpn_cls": 0.061872731894254684, "loss_rpn_loc": 0.11889971792697906, "lr": 0.0025, "roi_head/num_bg_samples": 114.91666666666666, "roi_head/num_fg_samples": 13.083333333333332, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 2.1478556819999994, "total_loss": 0.5980261527001858}
{"data_time": 0.0029228250002688583, "eta_seconds": 28274.236232723037, "fast_rcnn/cls_accuracy": 0.9388020833333333, "fast_rcnn/false_negative": 0.5221308264786526, "fast_rcnn/fg_cls_accuracy": 0.47311373873873874, "iteration": 1619, "loss_box_reg": 0.25885680317878723, "loss_cls": 0.157711923122406, "loss_rpn_cls": 0.06818676367402077, "loss_rpn_loc": 0.0702984407544136, "lr": 0.0025, "roi_head/num_bg_samples": 115.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.095059894500082, "total_loss": 0.600544523447752}
{"data_time": 0.0026588630000787816, "eta_seconds": 28257.82213861986, "fast_rcnn/cls_accuracy": 0.9466145833333334, "fast_rcnn/false_negative": 0.2423951048951049, "fast_rcnn/fg_cls_accuracy": 0.7453441295546559, "iteration": 1639, "loss_box_reg": 0.28051529824733734, "loss_cls": 0.13475301861763, "loss_rpn_cls": 0.07675150409340858, "loss_rpn_loc": 0.0752795971930027, "lr": 0.0025, "roi_head/num_bg_samples": 113.08333333333333, "roi_head/num_fg_samples": 14.916666666666666, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.1105264370000896, "total_loss": 0.5517382938414812}
{"data_time": 0.0032234095001513197, "eta_seconds": 28189.71568498304, "fast_rcnn/cls_accuracy": 0.9290364583333333, "fast_rcnn/false_negative": 0.3318840579710145, "fast_rcnn/fg_cls_accuracy": 0.6379740980573543, "iteration": 1659, "loss_box_reg": 0.2856358289718628, "loss_cls": 0.16159434616565704, "loss_rpn_cls": 0.066989716142416, "loss_rpn_loc": 0.07684898748993874, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666667, "roi_head/num_fg_samples": 15.083333333333334, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.09375143699981, "total_loss": 0.6362828500568867}
{"data_time": 0.002673372499884863, "eta_seconds": 28120.82984256756, "fast_rcnn/cls_accuracy": 0.9485677083333333, "fast_rcnn/false_negative": 0.2842767295597484, "fast_rcnn/fg_cls_accuracy": 0.7152582159624412, "iteration": 1679, "loss_box_reg": 0.23792491853237152, "loss_cls": 0.14052247256040573, "loss_rpn_cls": 0.05269770696759224, "loss_rpn_loc": 0.07388396933674812, "lr": 0.0025, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 2.0587167384999248, "total_loss": 0.5471931174397469}
{"data_time": 0.002879599999914717, "eta_seconds": 28058.03479242021, "fast_rcnn/cls_accuracy": 0.9479166666666667, "fast_rcnn/false_negative": 0.2719069362904979, "fast_rcnn/fg_cls_accuracy": 0.7212437486410088, "iteration": 1699, "loss_box_reg": 0.28204208612442017, "loss_cls": 0.12263289466500282, "loss_rpn_cls": 0.05689289793372154, "loss_rpn_loc": 0.06791552901268005, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.1532810645001064, "total_loss": 0.5509650371968746}
{"data_time": 0.0026615760000368027, "eta_seconds": 27998.392669715027, "fast_rcnn/cls_accuracy": 0.9420572916666667, "fast_rcnn/false_negative": 0.2260159893404397, "fast_rcnn/fg_cls_accuracy": 0.7739840106595604, "iteration": 1719, "loss_box_reg": 0.31728126108646393, "loss_cls": 0.14146564155817032, "loss_rpn_cls": 0.05372879467904568, "loss_rpn_loc": 0.09868678078055382, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666667, "roi_head/num_fg_samples": 14.833333333333334, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 2.114182204500139, "total_loss": 0.6594303175806999}
{"data_time": 0.0030554590000519966, "eta_seconds": 27956.229590625026, "fast_rcnn/cls_accuracy": 0.9407552083333333, "fast_rcnn/false_negative": 0.3253145107077692, "fast_rcnn/fg_cls_accuracy": 0.6379492600422834, "iteration": 1739, "loss_box_reg": 0.29281044006347656, "loss_cls": 0.1581714004278183, "loss_rpn_cls": 0.06535017490386963, "loss_rpn_loc": 0.1097530871629715, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.118425643999899, "total_loss": 0.6211655326187611}
{"data_time": 0.0031489565001265873, "eta_seconds": 27925.20418530601, "fast_rcnn/cls_accuracy": 0.9524739583333333, "fast_rcnn/false_negative": 0.27532281205164993, "fast_rcnn/fg_cls_accuracy": 0.72467718794835, "iteration": 1759, "loss_box_reg": 0.26946204900741577, "loss_cls": 0.11226730793714523, "loss_rpn_cls": 0.058036986738443375, "loss_rpn_loc": 0.09954049438238144, "lr": 0.0025, "roi_head/num_bg_samples": 113.58333333333334, "roi_head/num_fg_samples": 14.416666666666668, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 2.1420178524999756, "total_loss": 0.5925582572817802}
{"data_time": 0.003199104500026806, "eta_seconds": 27868.418409895152, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2942300691663633, "fast_rcnn/fg_cls_accuracy": 0.7057699308336367, "iteration": 1779, "loss_box_reg": 0.25829654932022095, "loss_cls": 0.12423733994364738, "loss_rpn_cls": 0.05331789515912533, "loss_rpn_loc": 0.09230741485953331, "lr": 0.0025, "roi_head/num_bg_samples": 114.16666666666666, "roi_head/num_fg_samples": 13.833333333333332, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 2.0773194415000944, "total_loss": 0.564423430711031}
{"data_time": 0.0029465914997217624, "eta_seconds": 27811.239303665854, "fast_rcnn/cls_accuracy": 0.9466145833333334, "fast_rcnn/false_negative": 0.23324851569126376, "fast_rcnn/fg_cls_accuracy": 0.7667514843087362, "iteration": 1799, "loss_box_reg": 0.25237834453582764, "loss_cls": 0.13228847086429596, "loss_rpn_cls": 0.052277471870183945, "loss_rpn_loc": 0.053275011479854584, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 2.0538088339999376, "total_loss": 0.5275405403226614}
{"data_time": 0.002775006000092617, "eta_seconds": 27745.25203537508, "fast_rcnn/cls_accuracy": 0.9368489583333333, "fast_rcnn/false_negative": 0.27822931785195937, "fast_rcnn/fg_cls_accuracy": 0.7217706821480406, "iteration": 1819, "loss_box_reg": 0.2467452734708786, "loss_cls": 0.1475173830986023, "loss_rpn_cls": 0.0693875215947628, "loss_rpn_loc": 0.05657677352428436, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666666, "roi_head/num_fg_samples": 14.833333333333332, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.006586674500113, "total_loss": 0.5683842301368713}
{"data_time": 0.0029721450000579352, "eta_seconds": 27669.506469387983, "fast_rcnn/cls_accuracy": 0.9479166666666666, "fast_rcnn/false_negative": 0.21956168831168832, "fast_rcnn/fg_cls_accuracy": 0.7753493788819876, "iteration": 1839, "loss_box_reg": 0.27218303084373474, "loss_cls": 0.12000956758856773, "loss_rpn_cls": 0.05790564976632595, "loss_rpn_loc": 0.07182462513446808, "lr": 0.0025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.111406200499914, "total_loss": 0.5697795292362571}
{"data_time": 0.0030095874999460648, "eta_seconds": 27660.466313189634, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23000660938532716, "fast_rcnn/fg_cls_accuracy": 0.7621606334841629, "iteration": 1859, "loss_box_reg": 0.3201007694005966, "loss_cls": 0.14047642052173615, "loss_rpn_cls": 0.05512241646647453, "loss_rpn_loc": 0.07799586281180382, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666667, "roi_head/num_fg_samples": 16.833333333333332, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.1181620274999204, "total_loss": 0.654882924631238}
{"data_time": 0.002996227000039653, "eta_seconds": 27642.699106385855, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34090909090909094, "fast_rcnn/fg_cls_accuracy": 0.6277348777348777, "iteration": 1879, "loss_box_reg": 0.29695451259613037, "loss_cls": 0.14886979013681412, "loss_rpn_cls": 0.05151477828621864, "loss_rpn_loc": 0.04928288049995899, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.1198780019994956, "total_loss": 0.6090675834566355}
{"data_time": 0.002890383500016469, "eta_seconds": 27551.62545498158, "fast_rcnn/cls_accuracy": 0.9466145833333334, "fast_rcnn/false_negative": 0.2510353753235548, "fast_rcnn/fg_cls_accuracy": 0.7489646246764452, "iteration": 1899, "loss_box_reg": 0.27841414511203766, "loss_cls": 0.13507849723100662, "loss_rpn_cls": 0.04815762676298618, "loss_rpn_loc": 0.0924559161067009, "lr": 0.0025, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.0843203509998602, "total_loss": 0.6133069954812527}
{"data_time": 0.0027776305000770662, "eta_seconds": 27558.429007745857, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23043478260869565, "fast_rcnn/fg_cls_accuracy": 0.7530603630223722, "iteration": 1919, "loss_box_reg": 0.28453582525253296, "loss_cls": 0.13800248503684998, "loss_rpn_cls": 0.059507522732019424, "loss_rpn_loc": 0.08492409065365791, "lr": 0.0025, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.1434988270002577, "total_loss": 0.6202677115797997}
{"data_time": 0.0028627105007217324, "eta_seconds": 27511.006192984623, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23788060897435898, "fast_rcnn/fg_cls_accuracy": 0.762119391025641, "iteration": 1939, "loss_box_reg": 0.31051626801490784, "loss_cls": 0.11582150310277939, "loss_rpn_cls": 0.06038926914334297, "loss_rpn_loc": 0.08632626384496689, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.079874067000219, "total_loss": 0.5904749799519777}
{"data_time": 0.0029066765005154593, "eta_seconds": 27425.44443618157, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2262641898864809, "fast_rcnn/fg_cls_accuracy": 0.7737358101135191, "iteration": 1959, "loss_box_reg": 0.2841930538415909, "loss_cls": 0.1098954901099205, "loss_rpn_cls": 0.05329782888293266, "loss_rpn_loc": 0.05431172996759415, "lr": 0.0025, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.980465096500211, "total_loss": 0.5220886971801519}
{"data_time": 0.002970726000057766, "eta_seconds": 27415.469201275413, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24252322139430438, "fast_rcnn/fg_cls_accuracy": 0.7574767786056956, "iteration": 1979, "loss_box_reg": 0.29296424984931946, "loss_cls": 0.14559690654277802, "loss_rpn_cls": 0.056990236043930054, "loss_rpn_loc": 0.07883914932608604, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.127944763499727, "total_loss": 0.606546588242054}
{"data_time": 0.002890555999329081, "eta_seconds": 27341.323756981565, "fast_rcnn/cls_accuracy": 0.9576822916666667, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7307422969187676, "iteration": 1999, "loss_box_reg": 0.22785339504480362, "loss_cls": 0.10467462986707687, "loss_rpn_cls": 0.05879000015556812, "loss_rpn_loc": 0.06861119717359543, "lr": 0.0025, "roi_head/num_bg_samples": 113.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.9950747385000795, "total_loss": 0.5292608458548784}
{"data_time": 0.002850507000403013, "eta_seconds": 27311.950092676485, "fast_rcnn/cls_accuracy": 0.9498697916666667, "fast_rcnn/false_negative": 0.25291375291375295, "fast_rcnn/fg_cls_accuracy": 0.7264554104176746, "iteration": 2019, "loss_box_reg": 0.27293063700199127, "loss_cls": 0.11916312575340271, "loss_rpn_cls": 0.05575568228960037, "loss_rpn_loc": 0.06523450464010239, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.1267942219997167, "total_loss": 0.5525932870805264}
{"data_time": 0.0029174695000619977, "eta_seconds": 27252.57562491201, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2204861111111111, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 2039, "loss_box_reg": 0.3066468685865402, "loss_cls": 0.12767460942268372, "loss_rpn_cls": 0.05771913751959801, "loss_rpn_loc": 0.06482306309044361, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0776842619998206, "total_loss": 0.6121508227661252}
{"data_time": 0.002799451000555564, "eta_seconds": 27186.424562741544, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.27509758782904614, "fast_rcnn/fg_cls_accuracy": 0.7211188599151, "iteration": 2059, "loss_box_reg": 0.24869976937770844, "loss_cls": 0.11500537395477295, "loss_rpn_cls": 0.04031473584473133, "loss_rpn_loc": 0.0618273988366127, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.9927787975002502, "total_loss": 0.4967161491513252}
{"data_time": 0.0029584654998870974, "eta_seconds": 27137.6595093784, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.17459893048128344, "fast_rcnn/fg_cls_accuracy": 0.8138888888888889, "iteration": 2079, "loss_box_reg": 0.23061954975128174, "loss_cls": 0.12288924306631088, "loss_rpn_cls": 0.04698421061038971, "loss_rpn_loc": 0.043516889214515686, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.137909346000015, "total_loss": 0.4442962445318699}
{"data_time": 0.003172226499827957, "eta_seconds": 27095.65399972841, "fast_rcnn/cls_accuracy": 0.9479166666666667, "fast_rcnn/false_negative": 0.18637688198154445, "fast_rcnn/fg_cls_accuracy": 0.8136231180184555, "iteration": 2099, "loss_box_reg": 0.2810753285884857, "loss_cls": 0.13267020136117935, "loss_rpn_cls": 0.06638432294130325, "loss_rpn_loc": 0.07501982152462006, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.1180451734994676, "total_loss": 0.6002092082053423}
{"data_time": 0.002576297499672364, "eta_seconds": 27053.648490078413, "fast_rcnn/cls_accuracy": 0.9518229166666666, "fast_rcnn/false_negative": 0.1913687881429817, "fast_rcnn/fg_cls_accuracy": 0.8032258064516129, "iteration": 2119, "loss_box_reg": 0.26248304545879364, "loss_cls": 0.11717406660318375, "loss_rpn_cls": 0.05597091093659401, "loss_rpn_loc": 0.07712890580296516, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.06512709899971, "total_loss": 0.5111221633851528}
{"data_time": 0.002853048999895691, "eta_seconds": 26999.065777687163, "fast_rcnn/cls_accuracy": 0.9244791666666667, "fast_rcnn/false_negative": 0.31730278455169286, "fast_rcnn/fg_cls_accuracy": 0.645727956254272, "iteration": 2139, "loss_box_reg": 0.28621481359004974, "loss_cls": 0.17396605014801025, "loss_rpn_cls": 0.0414862297475338, "loss_rpn_loc": 0.050426192581653595, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.1165501700002096, "total_loss": 0.6353372409939766}
{"data_time": 0.002985874999922089, "eta_seconds": 26944.503428355198, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22748135398737807, "fast_rcnn/fg_cls_accuracy": 0.7690120824449183, "iteration": 2159, "loss_box_reg": 0.2970271706581116, "loss_cls": 0.13298732787370682, "loss_rpn_cls": 0.04401527903974056, "loss_rpn_loc": 0.04652034677565098, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.020815040999423, "total_loss": 0.5084982831031084}
{"data_time": 0.002937584999926912, "eta_seconds": 26907.429680654466, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.17975719672583462, "fast_rcnn/fg_cls_accuracy": 0.8202428032741653, "iteration": 2179, "loss_box_reg": 0.2953059673309326, "loss_cls": 0.11172248795628548, "loss_rpn_cls": 0.04034312628209591, "loss_rpn_loc": 0.12467099353671074, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333334, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.0441991240004427, "total_loss": 0.5842163246124983}
{"data_time": 0.002796805500111077, "eta_seconds": 26863.029428629572, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.18858079904591532, "fast_rcnn/fg_cls_accuracy": 0.7662421557770395, "iteration": 2199, "loss_box_reg": 0.2753160148859024, "loss_cls": 0.12250198796391487, "loss_rpn_cls": 0.04166077449917793, "loss_rpn_loc": 0.06872459687292576, "lr": 0.0025, "roi_head/num_bg_samples": 113.41666666666666, "roi_head/num_fg_samples": 14.583333333333332, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0939351900001384, "total_loss": 0.47813184559345245}
{"data_time": 0.0029173915004321316, "eta_seconds": 26809.062772973764, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.17430322486502262, "fast_rcnn/fg_cls_accuracy": 0.8256967751349774, "iteration": 2219, "loss_box_reg": 0.2827676683664322, "loss_cls": 0.10839598253369331, "loss_rpn_cls": 0.04439430497586727, "loss_rpn_loc": 0.05493810027837753, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.9880647644999954, "total_loss": 0.5337386522442102}
{"data_time": 0.002601486500225292, "eta_seconds": 26751.099335610787, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 2239, "loss_box_reg": 0.2511429861187935, "loss_cls": 0.09970132634043694, "loss_rpn_cls": 0.04223508946597576, "loss_rpn_loc": 0.06299996748566628, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.0454366474996277, "total_loss": 0.460492767393589}
{"data_time": 0.002966727500279376, "eta_seconds": 26697.225616369276, "fast_rcnn/cls_accuracy": 0.9485677083333333, "fast_rcnn/false_negative": 0.21835393522140512, "fast_rcnn/fg_cls_accuracy": 0.7698705268836541, "iteration": 2259, "loss_box_reg": 0.25994403660297394, "loss_cls": 0.1267082318663597, "loss_rpn_cls": 0.052399806678295135, "loss_rpn_loc": 0.06753116846084595, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0685537589997693, "total_loss": 0.5623158160597086}
{"data_time": 0.0028472539997892454, "eta_seconds": 26681.408817302243, "fast_rcnn/cls_accuracy": 0.9524739583333334, "fast_rcnn/false_negative": 0.21451135905363625, "fast_rcnn/fg_cls_accuracy": 0.7854886409463637, "iteration": 2279, "loss_box_reg": 0.24160382896661758, "loss_cls": 0.11446794494986534, "loss_rpn_cls": 0.05261323042213917, "loss_rpn_loc": 0.08654230087995529, "lr": 0.0025, "roi_head/num_bg_samples": 113.08333333333334, "roi_head/num_fg_samples": 14.916666666666668, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 2.1434616940000524, "total_loss": 0.47958453744649887}
{"data_time": 0.002860914500161016, "eta_seconds": 26645.593832212402, "fast_rcnn/cls_accuracy": 0.9466145833333334, "fast_rcnn/false_negative": 0.19785387026766338, "fast_rcnn/fg_cls_accuracy": 0.7929024997990515, "iteration": 2299, "loss_box_reg": 0.2879129946231842, "loss_cls": 0.12458058819174767, "loss_rpn_cls": 0.04509950615465641, "loss_rpn_loc": 0.09645669907331467, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 2.1418009214999074, "total_loss": 0.550372252240777}
{"data_time": 0.0028577885000231618, "eta_seconds": 26611.208201269557, "fast_rcnn/cls_accuracy": 0.9537760416666667, "fast_rcnn/false_negative": 0.19263785828604685, "fast_rcnn/fg_cls_accuracy": 0.7967432950191571, "iteration": 2319, "loss_box_reg": 0.24424054473638535, "loss_cls": 0.11613721400499344, "loss_rpn_cls": 0.03934304788708687, "loss_rpn_loc": 0.048758434131741524, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.131374140999924, "total_loss": 0.5094701386988163}
{"data_time": 0.0030857965002724086, "eta_seconds": 26575.803041731186, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.167783436076119, "fast_rcnn/fg_cls_accuracy": 0.832216563923881, "iteration": 2339, "loss_box_reg": 0.24437449872493744, "loss_cls": 0.10329759120941162, "loss_rpn_cls": 0.04601253196597099, "loss_rpn_loc": 0.06782473623752594, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.1184045680001873, "total_loss": 0.5046113431453705}
{"data_time": 0.0031691924996266607, "eta_seconds": 26527.267792149552, "fast_rcnn/cls_accuracy": 0.9576822916666667, "fast_rcnn/false_negative": 0.16507870753935378, "fast_rcnn/fg_cls_accuracy": 0.8349212924606462, "iteration": 2359, "loss_box_reg": 0.2451729252934456, "loss_cls": 0.10072944313287735, "loss_rpn_cls": 0.052148306742310524, "loss_rpn_loc": 0.08371913805603981, "lr": 0.0025, "roi_head/num_bg_samples": 114.16666666666667, "roi_head/num_fg_samples": 13.833333333333334, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.0657643839999764, "total_loss": 0.504031422547996}
{"data_time": 0.00295369200011919, "eta_seconds": 26487.689727754467, "fast_rcnn/cls_accuracy": 0.9576822916666667, "fast_rcnn/false_negative": 0.17887205387205388, "fast_rcnn/fg_cls_accuracy": 0.8011363636363636, "iteration": 2379, "loss_box_reg": 0.2516147196292877, "loss_cls": 0.10929690301418304, "loss_rpn_cls": 0.039662521332502365, "loss_rpn_loc": 0.07618996500968933, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.110964114499893, "total_loss": 0.48769440688192844}
{"data_time": 0.0029578749999927823, "eta_seconds": 26429.717200442225, "fast_rcnn/cls_accuracy": 0.9654947916666667, "fast_rcnn/false_negative": 0.1451396861844623, "fast_rcnn/fg_cls_accuracy": 0.8548603138155377, "iteration": 2399, "loss_box_reg": 0.2334795966744423, "loss_cls": 0.08675916120409966, "loss_rpn_cls": 0.03620283864438534, "loss_rpn_loc": 0.05108339339494705, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666666, "roi_head/num_fg_samples": 14.833333333333332, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.9667294564997064, "total_loss": 0.41985695250332355}
{"data_time": 0.003156152499741438, "eta_seconds": 26393.844264472424, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.20338461538461539, "fast_rcnn/fg_cls_accuracy": 0.7966153846153846, "iteration": 2419, "loss_box_reg": 0.24175845086574554, "loss_cls": 0.09981255605816841, "loss_rpn_cls": 0.048756519332528114, "loss_rpn_loc": 0.0667928159236908, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.1376713820000077, "total_loss": 0.4777581114321947}
{"data_time": 0.0029646550005963945, "eta_seconds": 26345.81999482222, "fast_rcnn/cls_accuracy": 0.9498697916666667, "fast_rcnn/false_negative": 0.16631382316313822, "fast_rcnn/fg_cls_accuracy": 0.8336861768368617, "iteration": 2439, "loss_box_reg": 0.2591959834098816, "loss_cls": 0.11653856560587883, "loss_rpn_cls": 0.04368012025952339, "loss_rpn_loc": 0.07381069287657738, "lr": 0.0025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.0797935559999132, "total_loss": 0.49438273906707764}
{"data_time": 0.0033415689999856113, "eta_seconds": 26272.085261852295, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2789644012944984, "fast_rcnn/fg_cls_accuracy": 0.7210355987055016, "iteration": 2459, "loss_box_reg": 0.18982663750648499, "loss_cls": 0.10289203748106956, "loss_rpn_cls": 0.03229902312159538, "loss_rpn_loc": 0.03919299319386482, "lr": 0.0025, "roi_head/num_bg_samples": 114.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 2.0430895949998558, "total_loss": 0.4058950571343303}
{"data_time": 0.0031490149999626738, "eta_seconds": 26228.78156782826, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.17474278128111514, "fast_rcnn/fg_cls_accuracy": 0.8188071470514219, "iteration": 2479, "loss_box_reg": 0.2419484704732895, "loss_cls": 0.10821808502078056, "loss_rpn_cls": 0.045542046427726746, "loss_rpn_loc": 0.06569873914122581, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666667, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0661580215005415, "total_loss": 0.46204649936407804}
{"data_time": 0.00298311999949874, "eta_seconds": 26156.59470393953, "fast_rcnn/cls_accuracy": 0.9446614583333333, "fast_rcnn/false_negative": 0.21218487394957983, "fast_rcnn/fg_cls_accuracy": 0.7878151260504201, "iteration": 2499, "loss_box_reg": 0.2659768611192703, "loss_cls": 0.1410612389445305, "loss_rpn_cls": 0.04902571812272072, "loss_rpn_loc": 0.05343187414109707, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0542952159999004, "total_loss": 0.5482452251017094}
{"data_time": 0.003015529999629507, "eta_seconds": 26117.664865291998, "fast_rcnn/cls_accuracy": 0.9563802083333334, "fast_rcnn/false_negative": 0.12461300309597523, "fast_rcnn/fg_cls_accuracy": 0.8753869969040248, "iteration": 2519, "loss_box_reg": 0.2686614543199539, "loss_cls": 0.10811309516429901, "loss_rpn_cls": 0.049348678439855576, "loss_rpn_loc": 0.06366460397839546, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.1008011214998987, "total_loss": 0.49858258850872517}
{"data_time": 0.003039643500414968, "eta_seconds": 26062.624986986186, "fast_rcnn/cls_accuracy": 0.9524739583333334, "fast_rcnn/false_negative": 0.23684210526315788, "fast_rcnn/fg_cls_accuracy": 0.7631578947368421, "iteration": 2539, "loss_box_reg": 0.2603522688150406, "loss_cls": 0.1269720047712326, "loss_rpn_cls": 0.04899556376039982, "loss_rpn_loc": 0.0480499267578125, "lr": 0.0025, "roi_head/num_bg_samples": 113.91666666666666, "roi_head/num_fg_samples": 14.083333333333332, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 2.0584731099997953, "total_loss": 0.4990223962813616}
{"data_time": 0.003002545000072132, "eta_seconds": 26033.961108011998, "fast_rcnn/cls_accuracy": 0.9524739583333333, "fast_rcnn/false_negative": 0.2277432712215321, "fast_rcnn/fg_cls_accuracy": 0.7722567287784678, "iteration": 2559, "loss_box_reg": 0.23991196602582932, "loss_cls": 0.10995447263121605, "loss_rpn_cls": 0.05629156157374382, "loss_rpn_loc": 0.10460193455219269, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.0639847269999336, "total_loss": 0.5144847575575113}
{"data_time": 0.003053854500194575, "eta_seconds": 25982.84436199792, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.21621621621621623, "fast_rcnn/fg_cls_accuracy": 0.7837837837837838, "iteration": 2579, "loss_box_reg": 0.23478271067142487, "loss_cls": 0.09774631261825562, "loss_rpn_cls": 0.04449177719652653, "loss_rpn_loc": 0.06738683953881264, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.079482644000109, "total_loss": 0.4548743572086096}
{"data_time": 0.003008567499819037, "eta_seconds": 25922.69029356097, "fast_rcnn/cls_accuracy": 0.9485677083333333, "fast_rcnn/false_negative": 0.16464367263550053, "fast_rcnn/fg_cls_accuracy": 0.8353563273644995, "iteration": 2599, "loss_box_reg": 0.2984178513288498, "loss_cls": 0.12428910657763481, "loss_rpn_cls": 0.04711274243891239, "loss_rpn_loc": 0.07801024243235588, "lr": 0.0025, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.017412999000044, "total_loss": 0.5308994268998504}
{"data_time": 0.0029310170002645464, "eta_seconds": 25883.557585097406, "fast_rcnn/cls_accuracy": 0.9524739583333334, "fast_rcnn/false_negative": 0.18657357679914072, "fast_rcnn/fg_cls_accuracy": 0.8070488721804512, "iteration": 2619, "loss_box_reg": 0.25542059540748596, "loss_cls": 0.11662989482283592, "loss_rpn_cls": 0.03956138715147972, "loss_rpn_loc": 0.061316611245274544, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.111382631500419, "total_loss": 0.48906715400516987}
{"data_time": 0.0027713929998753883, "eta_seconds": 25833.471175475257, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19440671687862698, "fast_rcnn/fg_cls_accuracy": 0.8025526344496563, "iteration": 2639, "loss_box_reg": 0.2158571556210518, "loss_cls": 0.10148542001843452, "loss_rpn_cls": 0.041263777762651443, "loss_rpn_loc": 0.06323427334427834, "lr": 0.0025, "roi_head/num_bg_samples": 113.33333333333333, "roi_head/num_fg_samples": 14.666666666666666, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.1323322090001966, "total_loss": 0.45583674404770136}
{"data_time": 0.0032477294998898287, "eta_seconds": 25774.733049006332, "fast_rcnn/cls_accuracy": 0.9602864583333333, "fast_rcnn/false_negative": 0.15928951367781155, "fast_rcnn/fg_cls_accuracy": 0.8407104863221885, "iteration": 2659, "loss_box_reg": 0.19652049988508224, "loss_cls": 0.09735341370105743, "loss_rpn_cls": 0.04244862124323845, "loss_rpn_loc": 0.076576367020607, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 2.047758225999587, "total_loss": 0.4230186212807894}
{"data_time": 0.0031700985000497894, "eta_seconds": 25758.122365397394, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12558092543948274, "fast_rcnn/fg_cls_accuracy": 0.8744190745605173, "iteration": 2679, "loss_box_reg": 0.20339521020650864, "loss_cls": 0.1039479523897171, "loss_rpn_cls": 0.04179289564490318, "loss_rpn_loc": 0.08559492230415344, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.1394339845001014, "total_loss": 0.49282514303922653}
{"data_time": 0.0031694710000920168, "eta_seconds": 25698.718116624863, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32556390977443606, "fast_rcnn/fg_cls_accuracy": 0.674436090225564, "iteration": 2699, "loss_box_reg": 0.2748430222272873, "loss_cls": 0.14388935267925262, "loss_rpn_cls": 0.06085272133350372, "loss_rpn_loc": 0.06951577216386795, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.094415605499762, "total_loss": 0.574244923889637}
{"data_time": 0.0030726965001122153, "eta_seconds": 25676.824839452034, "fast_rcnn/cls_accuracy": 0.9446614583333333, "fast_rcnn/false_negative": 0.23541666666666666, "fast_rcnn/fg_cls_accuracy": 0.7645833333333334, "iteration": 2719, "loss_box_reg": 0.2581195533275604, "loss_cls": 0.12383044883608818, "loss_rpn_cls": 0.06470437161624432, "loss_rpn_loc": 0.10449831187725067, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 2.150448796499859, "total_loss": 0.6238020323216915}
{"data_time": 0.003145380499518069, "eta_seconds": 25659.543836271525, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.18917710196779963, "fast_rcnn/fg_cls_accuracy": 0.8015734265734266, "iteration": 2739, "loss_box_reg": 0.18708165735006332, "loss_cls": 0.09952544793486595, "loss_rpn_cls": 0.04197646491229534, "loss_rpn_loc": 0.06119234673678875, "lr": 0.0025, "roi_head/num_bg_samples": 113.83333333333334, "roi_head/num_fg_samples": 14.166666666666668, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.1334030625002924, "total_loss": 0.3864669259637594}
{"data_time": 0.0032964864999485144, "eta_seconds": 25612.411450012412, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21359890109890112, "fast_rcnn/fg_cls_accuracy": 0.786401098901099, "iteration": 2759, "loss_box_reg": 0.2308090180158615, "loss_cls": 0.10811533406376839, "loss_rpn_cls": 0.04594879224896431, "loss_rpn_loc": 0.058861786499619484, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.106496200499805, "total_loss": 0.4839096572250128}
{"data_time": 0.0030423719995269494, "eta_seconds": 25570.564523372414, "fast_rcnn/cls_accuracy": 0.9615885416666667, "fast_rcnn/false_negative": 0.19131161236424393, "fast_rcnn/fg_cls_accuracy": 0.808688387635756, "iteration": 2779, "loss_box_reg": 0.22146563231945038, "loss_cls": 0.0891505554318428, "loss_rpn_cls": 0.04893213324248791, "loss_rpn_loc": 0.08640605956315994, "lr": 0.0025, "roi_head/num_bg_samples": 113.33333333333334, "roi_head/num_fg_samples": 14.666666666666668, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.073940116999893, "total_loss": 0.4496106868609786}
{"data_time": 0.0030878464999659627, "eta_seconds": 25557.10616976749, "fast_rcnn/cls_accuracy": 0.9596354166666667, "fast_rcnn/false_negative": 0.13918650793650794, "fast_rcnn/fg_cls_accuracy": 0.860813492063492, "iteration": 2799, "loss_box_reg": 0.2791794538497925, "loss_cls": 0.10924462601542473, "loss_rpn_cls": 0.03956019878387451, "loss_rpn_loc": 0.05007893033325672, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.1200877469996158, "total_loss": 0.5400916431099176}
{"data_time": 0.0029361070000959444, "eta_seconds": 25546.849091873424, "fast_rcnn/cls_accuracy": 0.9524739583333334, "fast_rcnn/false_negative": 0.2013719924303866, "fast_rcnn/fg_cls_accuracy": 0.7949783725331171, "iteration": 2819, "loss_box_reg": 0.2675435096025467, "loss_cls": 0.11958831921219826, "loss_rpn_cls": 0.038490910083055496, "loss_rpn_loc": 0.06349438056349754, "lr": 0.0025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 2.1215201014997547, "total_loss": 0.5326990187168121}
{"data_time": 0.002914592500019353, "eta_seconds": 25448.4204384428, "fast_rcnn/cls_accuracy": 0.9524739583333333, "fast_rcnn/false_negative": 0.15745007680491552, "fast_rcnn/fg_cls_accuracy": 0.8279569892473119, "iteration": 2839, "loss_box_reg": 0.28634054958820343, "loss_cls": 0.11567872017621994, "loss_rpn_cls": 0.04191373474895954, "loss_rpn_loc": 0.05109409615397453, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333333, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.03114655149966, "total_loss": 0.5243387259542942}
{"data_time": 0.002844574999926408, "eta_seconds": 25422.071606212863, "fast_rcnn/cls_accuracy": 0.9583333333333333, "fast_rcnn/false_negative": 0.1456575682382134, "fast_rcnn/fg_cls_accuracy": 0.8543424317617866, "iteration": 2859, "loss_box_reg": 0.28971485793590546, "loss_cls": 0.10888966917991638, "loss_rpn_cls": 0.03606504201889038, "loss_rpn_loc": 0.050311703234910965, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.1544388765000804, "total_loss": 0.4845751794055104}
{"data_time": 0.0029689994998989278, "eta_seconds": 25364.7154127428, "fast_rcnn/cls_accuracy": 0.9563802083333333, "fast_rcnn/false_negative": 0.10092592592592592, "fast_rcnn/fg_cls_accuracy": 0.8990740740740741, "iteration": 2879, "loss_box_reg": 0.27940475940704346, "loss_cls": 0.10203899815678596, "loss_rpn_cls": 0.03518660180270672, "loss_rpn_loc": 0.046656278893351555, "lr": 0.0025, "roi_head/num_bg_samples": 109.83333333333334, "roi_head/num_fg_samples": 18.166666666666664, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 2.0912080889997924, "total_loss": 0.5071350475773215}
{"data_time": 0.002668104500116897, "eta_seconds": 25319.48296353241, "fast_rcnn/cls_accuracy": 0.9596354166666666, "fast_rcnn/false_negative": 0.14196447015079527, "fast_rcnn/fg_cls_accuracy": 0.8580355298492046, "iteration": 2899, "loss_box_reg": 0.26904354989528656, "loss_cls": 0.10541172325611115, "loss_rpn_cls": 0.029341944493353367, "loss_rpn_loc": 0.0438726544380188, "lr": 0.0025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.9968253979996007, "total_loss": 0.4753347961232066}
{"data_time": 0.0031337780001194915, "eta_seconds": 25261.069742138996, "fast_rcnn/cls_accuracy": 0.9498697916666667, "fast_rcnn/false_negative": 0.17001231527093597, "fast_rcnn/fg_cls_accuracy": 0.829987684729064, "iteration": 2919, "loss_box_reg": 0.2974596172571182, "loss_cls": 0.11093728989362717, "loss_rpn_cls": 0.0358923077583313, "loss_rpn_loc": 0.05973912961781025, "lr": 0.0025, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.0985715060000985, "total_loss": 0.5175662580877542}
{"data_time": 0.002874407500257803, "eta_seconds": 25225.588537593074, "fast_rcnn/cls_accuracy": 0.9596354166666667, "fast_rcnn/false_negative": 0.17646606125904263, "fast_rcnn/fg_cls_accuracy": 0.8136491317671093, "iteration": 2939, "loss_box_reg": 0.18326781690120697, "loss_cls": 0.10051938518881798, "loss_rpn_cls": 0.04077484458684921, "loss_rpn_loc": 0.061473626643419266, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0897069975003433, "total_loss": 0.4378928616642952}
{"data_time": 0.0030071075002524594, "eta_seconds": 25196.972686574387, "fast_rcnn/cls_accuracy": 0.9544270833333333, "fast_rcnn/false_negative": 0.19304187192118227, "fast_rcnn/fg_cls_accuracy": 0.8069581280788177, "iteration": 2959, "loss_box_reg": 0.2542523145675659, "loss_cls": 0.11291921138763428, "loss_rpn_cls": 0.04108492285013199, "loss_rpn_loc": 0.06986552849411964, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.0722368290003033, "total_loss": 0.4746979372575879}
{"data_time": 0.003177658999902633, "eta_seconds": 25146.105150597938, "fast_rcnn/cls_accuracy": 0.9680989583333333, "fast_rcnn/false_negative": 0.13475499092558985, "fast_rcnn/fg_cls_accuracy": 0.8652450090744102, "iteration": 2979, "loss_box_reg": 0.22531559318304062, "loss_cls": 0.07978703081607819, "loss_rpn_cls": 0.03362946771085262, "loss_rpn_loc": 0.05534819886088371, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333333, "roi_head/num_fg_samples": 15.666666666666666, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.028946359999736, "total_loss": 0.4257208702620119}
{"data_time": 0.0030522829997607914, "eta_seconds": 25111.079039553773, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.11402777777777778, "fast_rcnn/fg_cls_accuracy": 0.8859722222222222, "iteration": 2999, "loss_box_reg": 0.25326576083898544, "loss_cls": 0.10384998470544815, "loss_rpn_cls": 0.03423041291534901, "loss_rpn_loc": 0.05532058700919151, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.087045422000301, "total_loss": 0.48796822503209114}
{"data_time": 0.0030142655000418017, "eta_seconds": 25050.224621237252, "fast_rcnn/cls_accuracy": 0.9596354166666666, "fast_rcnn/false_negative": 0.08759398496240602, "fast_rcnn/fg_cls_accuracy": 0.8920362903225807, "iteration": 3019, "loss_box_reg": 0.2572077512741089, "loss_cls": 0.1062222495675087, "loss_rpn_cls": 0.03712047263979912, "loss_rpn_loc": 0.06130807846784592, "lr": 0.0025, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.067675539999982, "total_loss": 0.49689727276563644}
{"data_time": 0.0032520374998057378, "eta_seconds": 25003.447720873843, "fast_rcnn/cls_accuracy": 0.9654947916666667, "fast_rcnn/false_negative": 0.13684913217623496, "fast_rcnn/fg_cls_accuracy": 0.8631508678237649, "iteration": 3039, "loss_box_reg": 0.2378154695034027, "loss_cls": 0.08196163177490234, "loss_rpn_cls": 0.03246613219380379, "loss_rpn_loc": 0.04803400859236717, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666667, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0655913370001144, "total_loss": 0.4142721723765135}
{"data_time": 0.002917997000622563, "eta_seconds": 24961.63943106384, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.12885038503850385, "fast_rcnn/fg_cls_accuracy": 0.8685219873338685, "iteration": 3059, "loss_box_reg": 0.2635311782360077, "loss_cls": 0.09605999663472176, "loss_rpn_cls": 0.03736557252705097, "loss_rpn_loc": 0.06663449108600616, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0592568970000684, "total_loss": 0.5000288430601358}
{"data_time": 0.002986470499763527, "eta_seconds": 24923.986479985437, "fast_rcnn/cls_accuracy": 0.9518229166666667, "fast_rcnn/false_negative": 0.17770270270270272, "fast_rcnn/fg_cls_accuracy": 0.79937106918239, "iteration": 3079, "loss_box_reg": 0.25383803248405457, "loss_cls": 0.11765081062912941, "loss_rpn_cls": 0.035542525351047516, "loss_rpn_loc": 0.08074302226305008, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.179166398000234, "total_loss": 0.47158482670783997}
{"data_time": 0.0028005395001855504, "eta_seconds": 24846.082441849914, "fast_rcnn/cls_accuracy": 0.9615885416666667, "fast_rcnn/false_negative": 0.11319954776710006, "fast_rcnn/fg_cls_accuracy": 0.8727351164797239, "iteration": 3099, "loss_box_reg": 0.21954522281885147, "loss_cls": 0.10636532306671143, "loss_rpn_cls": 0.04166171886026859, "loss_rpn_loc": 0.07148956134915352, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.018320851000226, "total_loss": 0.45465631037950516}
{"data_time": 0.0030480449995593517, "eta_seconds": 24804.656207850207, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.15710382513661203, "fast_rcnn/fg_cls_accuracy": 0.842896174863388, "iteration": 3119, "loss_box_reg": 0.1871928721666336, "loss_cls": 0.08407196030020714, "loss_rpn_cls": 0.040784936398267746, "loss_rpn_loc": 0.06800306588411331, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0868970754995644, "total_loss": 0.3940861504524946}
{"data_time": 0.002977142500185437, "eta_seconds": 24751.309506237194, "fast_rcnn/cls_accuracy": 0.9596354166666666, "fast_rcnn/false_negative": 0.15527065527065526, "fast_rcnn/fg_cls_accuracy": 0.8447293447293447, "iteration": 3139, "loss_box_reg": 0.239473357796669, "loss_cls": 0.0983412154018879, "loss_rpn_cls": 0.03623368218541145, "loss_rpn_loc": 0.048011597245931625, "lr": 0.0025, "roi_head/num_bg_samples": 109.58333333333334, "roi_head/num_fg_samples": 18.416666666666664, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.0433107134999773, "total_loss": 0.4539360776543617}
{"data_time": 0.0028938850000486127, "eta_seconds": 24721.145876370196, "fast_rcnn/cls_accuracy": 0.9602864583333334, "fast_rcnn/false_negative": 0.1571969696969697, "fast_rcnn/fg_cls_accuracy": 0.8428030303030303, "iteration": 3159, "loss_box_reg": 0.2512202560901642, "loss_cls": 0.094683688133955, "loss_rpn_cls": 0.032412562519311905, "loss_rpn_loc": 0.048762787133455276, "lr": 0.0025, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.1343630105002376, "total_loss": 0.42327275685966015}
{"data_time": 0.0031277544999284146, "eta_seconds": 24679.0639900099, "fast_rcnn/cls_accuracy": 0.9654947916666667, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8703358208955223, "iteration": 3179, "loss_box_reg": 0.22411902248859406, "loss_cls": 0.08776026591658592, "loss_rpn_cls": 0.03615433908998966, "loss_rpn_loc": 0.05578016862273216, "lr": 0.0025, "roi_head/num_bg_samples": 113.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.0353017130005355, "total_loss": 0.39216198958456516}
{"data_time": 0.0026572749998194922, "eta_seconds": 24614.68750320507, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.10484977886228458, "fast_rcnn/fg_cls_accuracy": 0.8951502211377154, "iteration": 3199, "loss_box_reg": 0.2010650336742401, "loss_cls": 0.07249104604125023, "loss_rpn_cls": 0.03803655691444874, "loss_rpn_loc": 0.060625532642006874, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.031634681000014, "total_loss": 0.376710282638669}
{"data_time": 0.0026860460002353648, "eta_seconds": 24592.63985016492, "fast_rcnn/cls_accuracy": 0.9654947916666667, "fast_rcnn/false_negative": 0.0927643784786642, "fast_rcnn/fg_cls_accuracy": 0.9072356215213357, "iteration": 3219, "loss_box_reg": 0.21134016662836075, "loss_cls": 0.0831904299557209, "loss_rpn_cls": 0.029921019449830055, "loss_rpn_loc": 0.06308448314666748, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0832707004997246, "total_loss": 0.4180861935019493}
{"data_time": 0.0029811724998580758, "eta_seconds": 24553.80015112989, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.10370644922164567, "fast_rcnn/fg_cls_accuracy": 0.8962935507783544, "iteration": 3239, "loss_box_reg": 0.18532895296812057, "loss_cls": 0.058072032406926155, "loss_rpn_cls": 0.027225644327700138, "loss_rpn_loc": 0.06135467439889908, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.0934057574995677, "total_loss": 0.33730688877403736}
{"data_time": 0.0027473549998831004, "eta_seconds": 24539.705555402743, "fast_rcnn/cls_accuracy": 0.9680989583333333, "fast_rcnn/false_negative": 0.09796081567373051, "fast_rcnn/fg_cls_accuracy": 0.8981880931837791, "iteration": 3259, "loss_box_reg": 0.19789521396160126, "loss_cls": 0.08319027349352837, "loss_rpn_cls": 0.02981304656714201, "loss_rpn_loc": 0.05010219104588032, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.1122430635000455, "total_loss": 0.38817156199365854}
{"data_time": 0.002960358499422, "eta_seconds": 24479.35896476561, "fast_rcnn/cls_accuracy": 0.9622395833333333, "fast_rcnn/false_negative": 0.14889903329752954, "fast_rcnn/fg_cls_accuracy": 0.8511009667024705, "iteration": 3279, "loss_box_reg": 0.21568561345338821, "loss_cls": 0.08909179270267487, "loss_rpn_cls": 0.03894965536892414, "loss_rpn_loc": 0.07287780568003654, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333333, "roi_head/num_fg_samples": 15.666666666666666, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.1255029415001445, "total_loss": 0.42908439598977566}
{"data_time": 0.0030238055001063913, "eta_seconds": 24428.536312249882, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1380952380952381, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 3299, "loss_box_reg": 0.20375549048185349, "loss_cls": 0.08060934022068977, "loss_rpn_cls": 0.03614766150712967, "loss_rpn_loc": 0.07140851765871048, "lr": 0.0025, "roi_head/num_bg_samples": 113.41666666666666, "roi_head/num_fg_samples": 14.583333333333332, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.1394686129997353, "total_loss": 0.43046968802809715}
{"data_time": 0.0029177014998822415, "eta_seconds": 24360.173234005266, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.12876830318690785, "fast_rcnn/fg_cls_accuracy": 0.8712316968130922, "iteration": 3319, "loss_box_reg": 0.1979534775018692, "loss_cls": 0.08096656575798988, "loss_rpn_cls": 0.03072752896696329, "loss_rpn_loc": 0.06035933457314968, "lr": 0.0025, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 2.0243556669997815, "total_loss": 0.3731275089085102}
{"data_time": 0.0029628449997289863, "eta_seconds": 24314.73235639598, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.11614716402657128, "fast_rcnn/fg_cls_accuracy": 0.8838528359734288, "iteration": 3339, "loss_box_reg": 0.15195173025131226, "loss_cls": 0.06930860504508018, "loss_rpn_cls": 0.028581367805600166, "loss_rpn_loc": 0.04574871435761452, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 2.135908219999692, "total_loss": 0.3189422022551298}
{"data_time": 0.0031086454996511748, "eta_seconds": 24267.305601612723, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.11277278562259307, "fast_rcnn/fg_cls_accuracy": 0.8872272143774069, "iteration": 3359, "loss_box_reg": 0.1976444572210312, "loss_cls": 0.08806311339139938, "loss_rpn_cls": 0.034939028322696686, "loss_rpn_loc": 0.06374923139810562, "lr": 0.0025, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 2.067573793000065, "total_loss": 0.39747367426753044}
{"data_time": 0.002963561999877129, "eta_seconds": 24211.625188682083, "fast_rcnn/cls_accuracy": 0.9583333333333333, "fast_rcnn/false_negative": 0.11468838083307234, "fast_rcnn/fg_cls_accuracy": 0.8853116191669277, "iteration": 3379, "loss_box_reg": 0.22221653163433075, "loss_cls": 0.09199576452374458, "loss_rpn_cls": 0.034269608557224274, "loss_rpn_loc": 0.08870866149663925, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 2.059916797999904, "total_loss": 0.4748991746455431}
{"data_time": 0.0030290575000435638, "eta_seconds": 24174.859517768364, "fast_rcnn/cls_accuracy": 0.9615885416666667, "fast_rcnn/false_negative": 0.11842105263157895, "fast_rcnn/fg_cls_accuracy": 0.881578947368421, "iteration": 3399, "loss_box_reg": 0.21104852855205536, "loss_cls": 0.0917205885052681, "loss_rpn_cls": 0.0358748584985733, "loss_rpn_loc": 0.063928984105587, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.071192044999407, "total_loss": 0.44280488789081573}
{"data_time": 0.0028537889998005994, "eta_seconds": 24122.754380623963, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1342581976610869, "fast_rcnn/fg_cls_accuracy": 0.8657418023389131, "iteration": 3419, "loss_box_reg": 0.21481896936893463, "loss_cls": 0.10539447516202927, "loss_rpn_cls": 0.026424949057400227, "loss_rpn_loc": 0.05846681445837021, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 2.0631742695004505, "total_loss": 0.4305478725582361}
{"data_time": 0.0032398280004599656, "eta_seconds": 24088.39562036081, "fast_rcnn/cls_accuracy": 0.9733072916666667, "fast_rcnn/false_negative": 0.08596059113300493, "fast_rcnn/fg_cls_accuracy": 0.9118515066790929, "iteration": 3439, "loss_box_reg": 0.16473479568958282, "loss_cls": 0.0677180141210556, "loss_rpn_cls": 0.03070899099111557, "loss_rpn_loc": 0.04533812031149864, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333332, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 2.1352904444997876, "total_loss": 0.3350202674046159}
{"data_time": 0.003174136000325234, "eta_seconds": 24046.72380024082, "fast_rcnn/cls_accuracy": 0.9680989583333333, "fast_rcnn/false_negative": 0.07633495145631067, "fast_rcnn/fg_cls_accuracy": 0.9236650485436894, "iteration": 3459, "loss_box_reg": 0.20548342168331146, "loss_cls": 0.07480446994304657, "loss_rpn_cls": 0.02545651327818632, "loss_rpn_loc": 0.05288369581103325, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.065607010000349, "total_loss": 0.3790407585911453}
{"data_time": 0.0032639669998388854, "eta_seconds": 24013.17249361032, "fast_rcnn/cls_accuracy": 0.9674479166666667, "fast_rcnn/false_negative": 0.1072520751419834, "fast_rcnn/fg_cls_accuracy": 0.8927479248580166, "iteration": 3479, "loss_box_reg": 0.18650035560131073, "loss_cls": 0.0777384527027607, "loss_rpn_cls": 0.03003472276031971, "loss_rpn_loc": 0.06387166678905487, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.0774734930000704, "total_loss": 0.40728859044611454}
{"data_time": 0.0031282310001188307, "eta_seconds": 23984.7917442252, "fast_rcnn/cls_accuracy": 0.9654947916666666, "fast_rcnn/false_negative": 0.11194405594405595, "fast_rcnn/fg_cls_accuracy": 0.8768358208955224, "iteration": 3499, "loss_box_reg": 0.23059845715761185, "loss_cls": 0.09005692228674889, "loss_rpn_cls": 0.02996496483683586, "loss_rpn_loc": 0.05252158083021641, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.1116842420001376, "total_loss": 0.44010127056390047}
{"data_time": 0.003017219499724888, "eta_seconds": 23943.082689805193, "fast_rcnn/cls_accuracy": 0.9713541666666666, "fast_rcnn/false_negative": 0.12357482718376875, "fast_rcnn/fg_cls_accuracy": 0.8693329742346709, "iteration": 3519, "loss_box_reg": 0.1961212307214737, "loss_cls": 0.07658981531858444, "loss_rpn_cls": 0.02882183063775301, "loss_rpn_loc": 0.05301148071885109, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666667, "roi_head/num_fg_samples": 15.583333333333334, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.092606386999705, "total_loss": 0.34872615709900856}
{"data_time": 0.0031556760004605167, "eta_seconds": 23919.2657463155, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.14305455419370344, "fast_rcnn/fg_cls_accuracy": 0.8569454458062966, "iteration": 3539, "loss_box_reg": 0.18880227953195572, "loss_cls": 0.08983218669891357, "loss_rpn_cls": 0.03060115873813629, "loss_rpn_loc": 0.07150760293006897, "lr": 0.0025, "roi_head/num_bg_samples": 113.66666666666666, "roi_head/num_fg_samples": 14.333333333333332, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0957337069999085, "total_loss": 0.41013300977647305}
{"data_time": 0.003093548500146426, "eta_seconds": 23886.480637462922, "fast_rcnn/cls_accuracy": 0.9680989583333334, "fast_rcnn/false_negative": 0.12263060564031437, "fast_rcnn/fg_cls_accuracy": 0.8773693943596856, "iteration": 3559, "loss_box_reg": 0.24299205094575882, "loss_cls": 0.07378461211919785, "loss_rpn_cls": 0.03391008451581001, "loss_rpn_loc": 0.0878954604268074, "lr": 0.0025, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.0943105179999293, "total_loss": 0.43432791344821453}
{"data_time": 0.0031464744997720118, "eta_seconds": 23838.876816998367, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.10007956353716754, "fast_rcnn/fg_cls_accuracy": 0.8999204364628325, "iteration": 3579, "loss_box_reg": 0.1956602707505226, "loss_cls": 0.07409055158495903, "loss_rpn_cls": 0.028957638889551163, "loss_rpn_loc": 0.05552208982408047, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.0444658619999245, "total_loss": 0.3738951049745083}
{"data_time": 0.0030853879998176126, "eta_seconds": 23815.825482563436, "fast_rcnn/cls_accuracy": 0.9680989583333333, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8678797468354431, "iteration": 3599, "loss_box_reg": 0.2020876631140709, "loss_cls": 0.0734238550066948, "loss_rpn_cls": 0.03648919798433781, "loss_rpn_loc": 0.07038737833499908, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.1286198714997226, "total_loss": 0.3854051511734724}
{"data_time": 0.003144103000522591, "eta_seconds": 23770.49300128694, "fast_rcnn/cls_accuracy": 0.9576822916666667, "fast_rcnn/false_negative": 0.15259308510638298, "fast_rcnn/fg_cls_accuracy": 0.847406914893617, "iteration": 3619, "loss_box_reg": 0.2120361179113388, "loss_cls": 0.10044341161847115, "loss_rpn_cls": 0.03259259834885597, "loss_rpn_loc": 0.06609228253364563, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 2.105314602499675, "total_loss": 0.39593763928860426}
{"data_time": 0.0032249745004264696, "eta_seconds": 23716.450739573338, "fast_rcnn/cls_accuracy": 0.9674479166666666, "fast_rcnn/false_negative": 0.11639928698752228, "fast_rcnn/fg_cls_accuracy": 0.8836007130124777, "iteration": 3639, "loss_box_reg": 0.2229621708393097, "loss_cls": 0.08159934729337692, "loss_rpn_cls": 0.029828148894011974, "loss_rpn_loc": 0.061222922056913376, "lr": 0.0025, "roi_head/num_bg_samples": 108.66666666666666, "roi_head/num_fg_samples": 19.333333333333336, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0759978550004234, "total_loss": 0.41701557859778404}
{"data_time": 0.0030485449997286196, "eta_seconds": 23674.700100123337, "fast_rcnn/cls_accuracy": 0.9700520833333334, "fast_rcnn/false_negative": 0.0802091902691268, "fast_rcnn/fg_cls_accuracy": 0.9197908097308731, "iteration": 3659, "loss_box_reg": 0.1943572610616684, "loss_cls": 0.08046465367078781, "loss_rpn_cls": 0.030971908010542393, "loss_rpn_loc": 0.057190487161278725, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.0827585679999174, "total_loss": 0.3765226653777063}
{"data_time": 0.0030015349998393503, "eta_seconds": 23613.621196625692, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.09597701149425288, "fast_rcnn/fg_cls_accuracy": 0.9012060870972964, "iteration": 3679, "loss_box_reg": 0.18264859914779663, "loss_cls": 0.06960029155015945, "loss_rpn_cls": 0.03152155131101608, "loss_rpn_loc": 0.058199478313326836, "lr": 0.0025, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.0310453534998487, "total_loss": 0.3483200892806053}
{"data_time": 0.0025841115002549486, "eta_seconds": 23569.627647590565, "fast_rcnn/cls_accuracy": 0.9713541666666666, "fast_rcnn/false_negative": 0.12988755430615895, "fast_rcnn/fg_cls_accuracy": 0.870112445693841, "iteration": 3699, "loss_box_reg": 0.16022193431854248, "loss_cls": 0.0705341137945652, "loss_rpn_cls": 0.027013438753783703, "loss_rpn_loc": 0.045853130519390106, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333333, "roi_head/num_fg_samples": 13.916666666666666, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.976055665000331, "total_loss": 0.315333872102201}
{"data_time": 0.003116119999958755, "eta_seconds": 23502.38189251315, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.11208333333333334, "fast_rcnn/fg_cls_accuracy": 0.8879166666666667, "iteration": 3719, "loss_box_reg": 0.1767023652791977, "loss_cls": 0.07235096395015717, "loss_rpn_cls": 0.03144383057951927, "loss_rpn_loc": 0.05397356301546097, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.043801275000078, "total_loss": 0.34178739599883556}
{"data_time": 0.00298389900035545, "eta_seconds": 23450.394598129504, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09782608695652174, "fast_rcnn/fg_cls_accuracy": 0.8944444444444444, "iteration": 3739, "loss_box_reg": 0.1658228039741516, "loss_cls": 0.07506445422768593, "loss_rpn_cls": 0.02423685882240534, "loss_rpn_loc": 0.033818261697888374, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 2.0759091590002754, "total_loss": 0.31344754435122013}
{"data_time": 0.0029266509995977685, "eta_seconds": 23411.20124883756, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.07705607476635515, "fast_rcnn/fg_cls_accuracy": 0.9229439252336449, "iteration": 3759, "loss_box_reg": 0.19948556274175644, "loss_cls": 0.07092534005641937, "loss_rpn_cls": 0.02740483172237873, "loss_rpn_loc": 0.04617779701948166, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.110025996999866, "total_loss": 0.358704156242311}
{"data_time": 0.002655358000083652, "eta_seconds": 23370.633891527075, "fast_rcnn/cls_accuracy": 0.9700520833333334, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 3779, "loss_box_reg": 0.2135920748114586, "loss_cls": 0.07828635722398758, "loss_rpn_cls": 0.033959632739424706, "loss_rpn_loc": 0.09403503313660622, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666667, "roi_head/num_fg_samples": 16.583333333333332, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 2.084342249499514, "total_loss": 0.42180696316063404}
{"data_time": 0.0030822700000499026, "eta_seconds": 23325.447996949522, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10773694390715667, "fast_rcnn/fg_cls_accuracy": 0.8922630560928433, "iteration": 3799, "loss_box_reg": 0.21206481009721756, "loss_cls": 0.08136595040559769, "loss_rpn_cls": 0.027996351942420006, "loss_rpn_loc": 0.05391347594559193, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333332, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0554775470004643, "total_loss": 0.43734542094171047}
{"data_time": 0.0028276664997974876, "eta_seconds": 23282.175016965673, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.1389878831076265, "fast_rcnn/fg_cls_accuracy": 0.8610121168923734, "iteration": 3819, "loss_box_reg": 0.21616175025701523, "loss_cls": 0.08733252063393593, "loss_rpn_cls": 0.03627102077007294, "loss_rpn_loc": 0.05470529943704605, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666667, "roi_head/num_fg_samples": 15.583333333333334, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.097715094999785, "total_loss": 0.4356248062103987}
{"data_time": 0.003004648999649362, "eta_seconds": 23245.66837744708, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.0976829268292683, "fast_rcnn/fg_cls_accuracy": 0.9023170731707317, "iteration": 3839, "loss_box_reg": 0.19402890652418137, "loss_cls": 0.07913091406226158, "loss_rpn_cls": 0.026475580409169197, "loss_rpn_loc": 0.04586652293801308, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333333, "roi_head/num_fg_samples": 15.416666666666666, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0915825540000696, "total_loss": 0.38948375545442104}
{"data_time": 0.003090971999881731, "eta_seconds": 23200.50139576954, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.10057782592993861, "fast_rcnn/fg_cls_accuracy": 0.8994221740700614, "iteration": 3859, "loss_box_reg": 0.14806098490953445, "loss_cls": 0.06343892775475979, "loss_rpn_cls": 0.02332298830151558, "loss_rpn_loc": 0.060907818377017975, "lr": 0.0025, "roi_head/num_bg_samples": 114.58333333333333, "roi_head/num_fg_samples": 13.416666666666666, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.083224458499899, "total_loss": 0.33157274685800076}
{"data_time": 0.0029013310004302184, "eta_seconds": 23153.172333391987, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09356819650937298, "fast_rcnn/fg_cls_accuracy": 0.906431803490627, "iteration": 3879, "loss_box_reg": 0.17405999451875687, "loss_cls": 0.07014251872897148, "loss_rpn_cls": 0.026968510821461678, "loss_rpn_loc": 0.04890209063887596, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.114138534500853, "total_loss": 0.3437548251822591}
{"data_time": 0.003224835500077461, "eta_seconds": 23118.063300893293, "fast_rcnn/cls_accuracy": 0.9720052083333333, "fast_rcnn/false_negative": 0.08786848072562359, "fast_rcnn/fg_cls_accuracy": 0.9121315192743764, "iteration": 3899, "loss_box_reg": 0.18968334048986435, "loss_cls": 0.06566143035888672, "loss_rpn_cls": 0.0260401526466012, "loss_rpn_loc": 0.04899896867573261, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333334, "roi_head/num_fg_samples": 16.916666666666664, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.098230659999899, "total_loss": 0.37260223273187876}
{"data_time": 0.002965069500532991, "eta_seconds": 23066.722345574337, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08012371615312791, "fast_rcnn/fg_cls_accuracy": 0.919876283846872, "iteration": 3919, "loss_box_reg": 0.19837994873523712, "loss_cls": 0.07036823406815529, "loss_rpn_cls": 0.026459429413080215, "loss_rpn_loc": 0.02994096837937832, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 2.0412436044998685, "total_loss": 0.35330988094210625}
{"data_time": 0.0029339359998630243, "eta_seconds": 23022.540960191775, "fast_rcnn/cls_accuracy": 0.9713541666666667, "fast_rcnn/false_negative": 0.12102224725429456, "fast_rcnn/fg_cls_accuracy": 0.8789777527457054, "iteration": 3939, "loss_box_reg": 0.21780990064144135, "loss_cls": 0.07396239042282104, "loss_rpn_cls": 0.032687682658433914, "loss_rpn_loc": 0.07301178574562073, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 2.1872276290005175, "total_loss": 0.4442477375268936}
{"data_time": 0.003066646499064518, "eta_seconds": 22990.653283455682, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.09003601440576231, "fast_rcnn/fg_cls_accuracy": 0.9099639855942376, "iteration": 3959, "loss_box_reg": 0.17818456143140793, "loss_cls": 0.06445689871907234, "loss_rpn_cls": 0.028380945324897766, "loss_rpn_loc": 0.09203444793820381, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.112957080000342, "total_loss": 0.3541549779474735}
{"data_time": 0.0028350110005703755, "eta_seconds": 22950.60819340958, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07644529383659818, "fast_rcnn/fg_cls_accuracy": 0.9235547061634017, "iteration": 3979, "loss_box_reg": 0.16374921053647995, "loss_cls": 0.06172608397901058, "loss_rpn_cls": 0.028334733098745346, "loss_rpn_loc": 0.05750969424843788, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0914538460001495, "total_loss": 0.3370474074035883}
{"data_time": 0.0030378239998753997, "eta_seconds": 22893.806581958226, "fast_rcnn/cls_accuracy": 0.9680989583333333, "fast_rcnn/false_negative": 0.09825195901145267, "fast_rcnn/fg_cls_accuracy": 0.9017480409885473, "iteration": 3999, "loss_box_reg": 0.19493616372346878, "loss_cls": 0.07000327482819557, "loss_rpn_cls": 0.027256444096565247, "loss_rpn_loc": 0.049779195338487625, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 2.0546900720009944, "total_loss": 0.37750391848385334}
{"data_time": 0.0029273455002112314, "eta_seconds": 22868.160805973268, "fast_rcnn/cls_accuracy": 0.9713541666666666, "fast_rcnn/false_negative": 0.13282469221432286, "fast_rcnn/fg_cls_accuracy": 0.8671753077856772, "iteration": 4019, "loss_box_reg": 0.15533074736595154, "loss_cls": 0.07297693192958832, "loss_rpn_cls": 0.03246215917170048, "loss_rpn_loc": 0.039536505937576294, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.127657600499333, "total_loss": 0.3382216338068247}
{"data_time": 0.003036310498828243, "eta_seconds": 22820.06311899196, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.10056381841158743, "fast_rcnn/fg_cls_accuracy": 0.8994361815884125, "iteration": 4039, "loss_box_reg": 0.1806781142950058, "loss_cls": 0.07577339559793472, "loss_rpn_cls": 0.034244511276483536, "loss_rpn_loc": 0.04687970131635666, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.006778666500395, "total_loss": 0.33681926783174276}
{"data_time": 0.0028355584991004434, "eta_seconds": 22778.424467191955, "fast_rcnn/cls_accuracy": 0.9654947916666667, "fast_rcnn/false_negative": 0.09248616432524479, "fast_rcnn/fg_cls_accuracy": 0.8972192256981901, "iteration": 4059, "loss_box_reg": 0.23266144841909409, "loss_cls": 0.09661893919110298, "loss_rpn_cls": 0.03144673816859722, "loss_rpn_loc": 0.059319695457816124, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.048102522499903, "total_loss": 0.42845071479678154}
{"data_time": 0.0031325679992733058, "eta_seconds": 22727.32130547821, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09116787198030465, "fast_rcnn/fg_cls_accuracy": 0.9088321280196954, "iteration": 4079, "loss_box_reg": 0.19023250043392181, "loss_cls": 0.07245147600769997, "loss_rpn_cls": 0.030284397304058075, "loss_rpn_loc": 0.0832911916077137, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 2.0975550180000937, "total_loss": 0.3969563553109765}
{"data_time": 0.0030967375005275244, "eta_seconds": 22689.514420671778, "fast_rcnn/cls_accuracy": 0.9713541666666666, "fast_rcnn/false_negative": 0.12934491978609625, "fast_rcnn/fg_cls_accuracy": 0.8703358208955223, "iteration": 4099, "loss_box_reg": 0.17632319778203964, "loss_cls": 0.07208886742591858, "loss_rpn_cls": 0.035648662596940994, "loss_rpn_loc": 0.049147551879286766, "lr": 0.0025, "roi_head/num_bg_samples": 113.41666666666667, "roi_head/num_fg_samples": 14.583333333333334, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 2.057595574499828, "total_loss": 0.3423726139590144}
{"data_time": 0.0029397349999271682, "eta_seconds": 22644.078667238202, "fast_rcnn/cls_accuracy": 0.9700520833333333, "fast_rcnn/false_negative": 0.11510989010989012, "fast_rcnn/fg_cls_accuracy": 0.8848901098901099, "iteration": 4119, "loss_box_reg": 0.1690995767712593, "loss_cls": 0.07481824606657028, "loss_rpn_cls": 0.030487683601677418, "loss_rpn_loc": 0.06695602834224701, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 2.0802042195009562, "total_loss": 0.3604267342016101}
{"data_time": 0.0031596694998370367, "eta_seconds": 22601.601322118717, "fast_rcnn/cls_accuracy": 0.9674479166666666, "fast_rcnn/false_negative": 0.08837988030777999, "fast_rcnn/fg_cls_accuracy": 0.91162011969222, "iteration": 4139, "loss_box_reg": 0.20230992883443832, "loss_cls": 0.07889506965875626, "loss_rpn_cls": 0.027492580935359, "loss_rpn_loc": 0.06523825787007809, "lr": 0.0025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.038276653500361, "total_loss": 0.3844096027314663}
{"data_time": 0.0027709910000339733, "eta_seconds": 22552.402592860013, "fast_rcnn/cls_accuracy": 0.9674479166666666, "fast_rcnn/false_negative": 0.0878170099481575, "fast_rcnn/fg_cls_accuracy": 0.9121829900518426, "iteration": 4159, "loss_box_reg": 0.186087466776371, "loss_cls": 0.06886988133192062, "loss_rpn_cls": 0.026757119223475456, "loss_rpn_loc": 0.04346328042447567, "lr": 0.0025, "roi_head/num_bg_samples": 109.16666666666666, "roi_head/num_fg_samples": 18.833333333333336, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.081601060000139, "total_loss": 0.32221635337918997}
{"data_time": 0.0029005565002080402, "eta_seconds": 22519.21470987819, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.08236709016898977, "fast_rcnn/fg_cls_accuracy": 0.9176329098310103, "iteration": 4179, "loss_box_reg": 0.19763917475938797, "loss_cls": 0.06399543769657612, "loss_rpn_cls": 0.020225499756634235, "loss_rpn_loc": 0.041546884924173355, "lr": 0.0025, "roi_head/num_bg_samples": 108.66666666666666, "roi_head/num_fg_samples": 19.333333333333336, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 2.110863679000431, "total_loss": 0.34217012161388993}
{"data_time": 0.0032322454999302863, "eta_seconds": 22493.089412640376, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07745952677459526, "fast_rcnn/fg_cls_accuracy": 0.9225404732254048, "iteration": 4199, "loss_box_reg": 0.20228953659534454, "loss_cls": 0.07085446268320084, "loss_rpn_cls": 0.02418533433228731, "loss_rpn_loc": 0.06648989021778107, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.081173377999221, "total_loss": 0.3727441802620888}
{"data_time": 0.002957612500722462, "eta_seconds": 22435.12235095865, "fast_rcnn/cls_accuracy": 0.9713541666666666, "fast_rcnn/false_negative": 0.056847987227734056, "fast_rcnn/fg_cls_accuracy": 0.9431520127722659, "iteration": 4219, "loss_box_reg": 0.174416184425354, "loss_cls": 0.06983618438243866, "loss_rpn_cls": 0.027181698009371758, "loss_rpn_loc": 0.05233446881175041, "lr": 0.0025, "roi_head/num_bg_samples": 109.66666666666667, "roi_head/num_fg_samples": 18.333333333333332, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0327242430003025, "total_loss": 0.3449963419698179}
{"data_time": 0.003011592999428103, "eta_seconds": 22391.27602813102, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.12202064435408196, "fast_rcnn/fg_cls_accuracy": 0.8779793556459181, "iteration": 4239, "loss_box_reg": 0.19866260886192322, "loss_cls": 0.07802654802799225, "loss_rpn_cls": 0.02981639001518488, "loss_rpn_loc": 0.07928549870848656, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.0699496654997347, "total_loss": 0.4214327968657017}
{"data_time": 0.003009188499163429, "eta_seconds": 22344.37378930997, "fast_rcnn/cls_accuracy": 0.9674479166666666, "fast_rcnn/false_negative": 0.10272536687631027, "fast_rcnn/fg_cls_accuracy": 0.8972746331236897, "iteration": 4259, "loss_box_reg": 0.19931162893772125, "loss_cls": 0.07883057743310928, "loss_rpn_cls": 0.029564342461526394, "loss_rpn_loc": 0.05621676705777645, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0463417374994606, "total_loss": 0.4126883028075099}
{"data_time": 0.003125375999843527, "eta_seconds": 22288.270111422542, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08322346736980885, "fast_rcnn/fg_cls_accuracy": 0.9167765326301912, "iteration": 4279, "loss_box_reg": 0.19708085805177689, "loss_cls": 0.0682133100926876, "loss_rpn_cls": 0.026728710159659386, "loss_rpn_loc": 0.05387113243341446, "lr": 0.0025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0375742309997804, "total_loss": 0.3942928183823824}
{"data_time": 0.0029835904997526086, "eta_seconds": 22240.479594452445, "fast_rcnn/cls_accuracy": 0.9694010416666667, "fast_rcnn/false_negative": 0.08670007307652156, "fast_rcnn/fg_cls_accuracy": 0.9132999269234785, "iteration": 4299, "loss_box_reg": 0.20830193161964417, "loss_cls": 0.07212528958916664, "loss_rpn_cls": 0.0245272284373641, "loss_rpn_loc": 0.04433492012321949, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0611025970010814, "total_loss": 0.3666005963459611}
{"data_time": 0.0028105354995204834, "eta_seconds": 22211.239986852022, "fast_rcnn/cls_accuracy": 0.9720052083333333, "fast_rcnn/false_negative": 0.06168478260869566, "fast_rcnn/fg_cls_accuracy": 0.9383152173913043, "iteration": 4319, "loss_box_reg": 0.2017565444111824, "loss_cls": 0.07434240356087685, "loss_rpn_cls": 0.02328034956008196, "loss_rpn_loc": 0.07331091910600662, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 2.136486377999063, "total_loss": 0.36468484392389655}
{"data_time": 0.002866159499717469, "eta_seconds": 22163.53396678255, "fast_rcnn/cls_accuracy": 0.9778645833333333, "fast_rcnn/false_negative": 0.07519858781994704, "fast_rcnn/fg_cls_accuracy": 0.924801412180053, "iteration": 4339, "loss_box_reg": 0.1569666862487793, "loss_cls": 0.0589327048510313, "loss_rpn_cls": 0.03622156195342541, "loss_rpn_loc": 0.06676188856363297, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 2.0605407775010463, "total_loss": 0.33521827682852745}
{"data_time": 0.0029844249993402627, "eta_seconds": 22133.553590755437, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.04459016393442623, "fast_rcnn/fg_cls_accuracy": 0.9514098360655737, "iteration": 4359, "loss_box_reg": 0.13555093854665756, "loss_cls": 0.0650336891412735, "loss_rpn_cls": 0.02819034829735756, "loss_rpn_loc": 0.05256819352507591, "lr": 0.0025, "roi_head/num_bg_samples": 114.66666666666667, "roi_head/num_fg_samples": 13.333333333333334, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.1102560815006655, "total_loss": 0.31521418411284685}
{"data_time": 0.0029370295005719527, "eta_seconds": 22080.376537022556, "fast_rcnn/cls_accuracy": 0.9752604166666666, "fast_rcnn/false_negative": 0.08675662765703368, "fast_rcnn/fg_cls_accuracy": 0.9132433723429663, "iteration": 4379, "loss_box_reg": 0.1660708785057068, "loss_cls": 0.06064293161034584, "loss_rpn_cls": 0.025781809352338314, "loss_rpn_loc": 0.040065109729766846, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.015799988999788, "total_loss": 0.2893657609820366}
{"data_time": 0.002893072999540891, "eta_seconds": 22042.673431136503, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.09581181870338497, "fast_rcnn/fg_cls_accuracy": 0.9013485133193324, "iteration": 4399, "loss_box_reg": 0.15463773906230927, "loss_cls": 0.055180229246616364, "loss_rpn_cls": 0.03064106497913599, "loss_rpn_loc": 0.035116301849484444, "lr": 0.0025, "roi_head/num_bg_samples": 113.91666666666667, "roi_head/num_fg_samples": 14.083333333333334, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 2.0757014785003776, "total_loss": 0.29634840972721577}
{"data_time": 0.0030561154999304563, "eta_seconds": 22008.75204809541, "fast_rcnn/cls_accuracy": 0.9752604166666666, "fast_rcnn/false_negative": 0.07450055493895671, "fast_rcnn/fg_cls_accuracy": 0.9254994450610433, "iteration": 4419, "loss_box_reg": 0.15404824912548065, "loss_cls": 0.05762903019785881, "loss_rpn_cls": 0.024760263971984386, "loss_rpn_loc": 0.0675549115985632, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.0230936649995783, "total_loss": 0.3620895491912961}
{"data_time": 0.0031272384994736058, "eta_seconds": 21956.949729322558, "fast_rcnn/cls_accuracy": 0.9720052083333333, "fast_rcnn/false_negative": 0.10212926323723384, "fast_rcnn/fg_cls_accuracy": 0.8978707367627661, "iteration": 4439, "loss_box_reg": 0.1802896410226822, "loss_cls": 0.076568353921175, "loss_rpn_cls": 0.027730518020689487, "loss_rpn_loc": 0.06308796815574169, "lr": 0.0025, "roi_head/num_bg_samples": 108.08333333333334, "roi_head/num_fg_samples": 19.916666666666664, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.090257720500631, "total_loss": 0.3532002056017518}
{"data_time": 0.0030387819997486076, "eta_seconds": 21935.685437478445, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.07896103896103895, "fast_rcnn/fg_cls_accuracy": 0.9210389610389611, "iteration": 4459, "loss_box_reg": 0.16682299971580505, "loss_cls": 0.058347729966044426, "loss_rpn_cls": 0.01881245616823435, "loss_rpn_loc": 0.05363060534000397, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.1577256104992557, "total_loss": 0.3290320411324501}
{"data_time": 0.0028459074992497335, "eta_seconds": 21897.692136085512, "fast_rcnn/cls_accuracy": 0.9752604166666666, "fast_rcnn/false_negative": 0.08171956609079953, "fast_rcnn/fg_cls_accuracy": 0.9182804339092006, "iteration": 4479, "loss_box_reg": 0.18359613418579102, "loss_cls": 0.060245899483561516, "loss_rpn_cls": 0.026760511100292206, "loss_rpn_loc": 0.06500805728137493, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.098671447000015, "total_loss": 0.35575780645012856}
{"data_time": 0.0029662670003745006, "eta_seconds": 21841.267611146355, "fast_rcnn/cls_accuracy": 0.9772135416666667, "fast_rcnn/false_negative": 0.08081632653061224, "fast_rcnn/fg_cls_accuracy": 0.9191836734693878, "iteration": 4499, "loss_box_reg": 0.16611570119857788, "loss_cls": 0.05935534089803696, "loss_rpn_cls": 0.0249765170738101, "loss_rpn_loc": 0.04396235570311546, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0568475010004477, "total_loss": 0.34438779950141907}
{"data_time": 0.0030375480000657262, "eta_seconds": 21806.433758252337, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08444155584441555, "fast_rcnn/fg_cls_accuracy": 0.9155584441555844, "iteration": 4519, "loss_box_reg": 0.16336912661790848, "loss_cls": 0.05521770752966404, "loss_rpn_cls": 0.026252442970871925, "loss_rpn_loc": 0.06108098849654198, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 2.118449483000404, "total_loss": 0.32173017878085375}
{"data_time": 0.003173896999214776, "eta_seconds": 21748.96475559878, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.052237111060640475, "fast_rcnn/fg_cls_accuracy": 0.9477628889393594, "iteration": 4539, "loss_box_reg": 0.1641540601849556, "loss_cls": 0.04650301858782768, "loss_rpn_cls": 0.020574758760631084, "loss_rpn_loc": 0.031716437079012394, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.047422672000721, "total_loss": 0.2751319077797234}
{"data_time": 0.0031558164992020465, "eta_seconds": 21697.04050781162, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05616653574234093, "fast_rcnn/fg_cls_accuracy": 0.9438334642576591, "iteration": 4559, "loss_box_reg": 0.19080188125371933, "loss_cls": 0.06457892060279846, "loss_rpn_cls": 0.024234834127128124, "loss_rpn_loc": 0.060990527272224426, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.076941977000388, "total_loss": 0.34222988691180944}
{"data_time": 0.0030812615004833788, "eta_seconds": 21674.873800186284, "fast_rcnn/cls_accuracy": 0.9720052083333333, "fast_rcnn/false_negative": 0.07733980945264338, "fast_rcnn/fg_cls_accuracy": 0.9127769919849128, "iteration": 4579, "loss_box_reg": 0.15705756098031998, "loss_cls": 0.06317031569778919, "loss_rpn_cls": 0.023073894903063774, "loss_rpn_loc": 0.05922548659145832, "lr": 0.0025, "roi_head/num_bg_samples": 113.66666666666666, "roi_head/num_fg_samples": 14.333333333333332, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.1217475539997395, "total_loss": 0.3260360639542341}
{"data_time": 0.0027263015008429647, "eta_seconds": 21621.684873468646, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08083182640144665, "fast_rcnn/fg_cls_accuracy": 0.9191681735985533, "iteration": 4599, "loss_box_reg": 0.14054741710424423, "loss_cls": 0.060303790494799614, "loss_rpn_cls": 0.023688857443630695, "loss_rpn_loc": 0.0503326952457428, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.0665886910001063, "total_loss": 0.2928559663705528}
{"data_time": 0.0031364984997708234, "eta_seconds": 21569.476788815504, "fast_rcnn/cls_accuracy": 0.9752604166666667, "fast_rcnn/false_negative": 0.08207070707070707, "fast_rcnn/fg_cls_accuracy": 0.9179292929292929, "iteration": 4619, "loss_box_reg": 0.16662684828042984, "loss_cls": 0.06004980392754078, "loss_rpn_cls": 0.024530868977308273, "loss_rpn_loc": 0.0579000748693943, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.068492798499392, "total_loss": 0.326996642164886}
{"data_time": 0.0028811359998144326, "eta_seconds": 21521.663321763564, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08792270531400967, "fast_rcnn/fg_cls_accuracy": 0.9120772946859903, "iteration": 4639, "loss_box_reg": 0.17543389648199081, "loss_cls": 0.06413429602980614, "loss_rpn_cls": 0.0203701201826334, "loss_rpn_loc": 0.05073808506131172, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.0378455750014837, "total_loss": 0.3155305841937661}
{"data_time": 0.002916416499829211, "eta_seconds": 21480.119719173537, "fast_rcnn/cls_accuracy": 0.9733072916666667, "fast_rcnn/false_negative": 0.05417517585659178, "fast_rcnn/fg_cls_accuracy": 0.9458248241434082, "iteration": 4659, "loss_box_reg": 0.18195907771587372, "loss_cls": 0.06270343624055386, "loss_rpn_cls": 0.022248306311666965, "loss_rpn_loc": 0.0522648561745882, "lr": 0.0025, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.127748734499619, "total_loss": 0.3321435246616602}
{"data_time": 0.003183465500114835, "eta_seconds": 21455.3802114287, "fast_rcnn/cls_accuracy": 0.9720052083333333, "fast_rcnn/false_negative": 0.06866750471401634, "fast_rcnn/fg_cls_accuracy": 0.9313324952859836, "iteration": 4679, "loss_box_reg": 0.1617373526096344, "loss_cls": 0.06638718023896217, "loss_rpn_cls": 0.026195548474788666, "loss_rpn_loc": 0.053401023149490356, "lr": 0.0025, "roi_head/num_bg_samples": 108.08333333333334, "roi_head/num_fg_samples": 19.916666666666664, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.093207730499671, "total_loss": 0.34722825791686773}
{"data_time": 0.0030904559998816694, "eta_seconds": 21418.883031236404, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06652929055048573, "fast_rcnn/fg_cls_accuracy": 0.9334707094495143, "iteration": 4699, "loss_box_reg": 0.1904434785246849, "loss_cls": 0.05795704945921898, "loss_rpn_cls": 0.02201346680521965, "loss_rpn_loc": 0.05539639666676521, "lr": 0.0025, "roi_head/num_bg_samples": 109.83333333333334, "roi_head/num_fg_samples": 18.166666666666664, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.097677228000066, "total_loss": 0.31143569480627775}
{"data_time": 0.0027463839996926254, "eta_seconds": 21372.227880408725, "fast_rcnn/cls_accuracy": 0.9791666666666667, "fast_rcnn/false_negative": 0.08301767676767677, "fast_rcnn/fg_cls_accuracy": 0.9169823232323232, "iteration": 4719, "loss_box_reg": 0.16117069870233536, "loss_cls": 0.05781635828316212, "loss_rpn_cls": 0.024280319921672344, "loss_rpn_loc": 0.07365962862968445, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.029534667000007, "total_loss": 0.2935809828341007}
{"data_time": 0.003175243498844793, "eta_seconds": 21342.08617826614, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.06527693244065733, "fast_rcnn/fg_cls_accuracy": 0.9347230675593426, "iteration": 4739, "loss_box_reg": 0.16507087647914886, "loss_cls": 0.060389602556824684, "loss_rpn_cls": 0.017115619033575058, "loss_rpn_loc": 0.0461121890693903, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.1283079555005315, "total_loss": 0.30965579487383366}
{"data_time": 0.003008915000464185, "eta_seconds": 21281.428200411723, "fast_rcnn/cls_accuracy": 0.9778645833333333, "fast_rcnn/false_negative": 0.07816867469879518, "fast_rcnn/fg_cls_accuracy": 0.9218313253012048, "iteration": 4759, "loss_box_reg": 0.15766186267137527, "loss_cls": 0.054703570902347565, "loss_rpn_cls": 0.017967654392123222, "loss_rpn_loc": 0.05145162716507912, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.054724757999793, "total_loss": 0.3068862874060869}
{"data_time": 0.0029351180000958266, "eta_seconds": 21239.866969671733, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.05923523386821441, "fast_rcnn/fg_cls_accuracy": 0.9407647661317855, "iteration": 4779, "loss_box_reg": 0.17595039308071136, "loss_cls": 0.05270657129585743, "loss_rpn_cls": 0.01943551003932953, "loss_rpn_loc": 0.054169414564967155, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.0614812959993287, "total_loss": 0.30924475751817226}
{"data_time": 0.0031308805000662687, "eta_seconds": 21212.573331888467, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07964135021097046, "fast_rcnn/fg_cls_accuracy": 0.9203586497890295, "iteration": 4799, "loss_box_reg": 0.1828848123550415, "loss_cls": 0.06418037600815296, "loss_rpn_cls": 0.02952299453318119, "loss_rpn_loc": 0.07907873392105103, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.1126451194995752, "total_loss": 0.39549313578754663}
{"data_time": 0.003023065500201483, "eta_seconds": 21164.347052858793, "fast_rcnn/cls_accuracy": 0.9752604166666666, "fast_rcnn/false_negative": 0.09134134134134134, "fast_rcnn/fg_cls_accuracy": 0.9086586586586587, "iteration": 4819, "loss_box_reg": 0.17331510037183762, "loss_cls": 0.061515333130955696, "loss_rpn_cls": 0.026294038631021976, "loss_rpn_loc": 0.053743258118629456, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666667, "roi_head/num_fg_samples": 16.833333333333332, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0098557370010894, "total_loss": 0.31277682678774}
{"data_time": 0.003032893499948841, "eta_seconds": 21127.780844616358, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9333333333333333, "iteration": 4839, "loss_box_reg": 0.15454719960689545, "loss_cls": 0.05982074700295925, "loss_rpn_cls": 0.024841273203492165, "loss_rpn_loc": 0.05264129489660263, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.1160669794999194, "total_loss": 0.30398278031498194}
{"data_time": 0.003142230500088772, "eta_seconds": 21087.805720878438, "fast_rcnn/cls_accuracy": 0.9759114583333334, "fast_rcnn/false_negative": 0.07614942528735633, "fast_rcnn/fg_cls_accuracy": 0.9238505747126436, "iteration": 4859, "loss_box_reg": 0.1621493101119995, "loss_cls": 0.060109568759799004, "loss_rpn_cls": 0.021363675594329834, "loss_rpn_loc": 0.05230237543582916, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.1154339539998546, "total_loss": 0.3038238128647208}
{"data_time": 0.0032038634999480564, "eta_seconds": 21040.873342728766, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05577777777777777, "fast_rcnn/fg_cls_accuracy": 0.9442222222222222, "iteration": 4879, "loss_box_reg": 0.1712435632944107, "loss_cls": 0.06091707944869995, "loss_rpn_cls": 0.02000586036592722, "loss_rpn_loc": 0.03875093720853329, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.044646337500126, "total_loss": 0.29658056423068047}
{"data_time": 0.0031253525003194227, "eta_seconds": 20983.35501662777, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.07947182809808906, "fast_rcnn/fg_cls_accuracy": 0.9205281719019109, "iteration": 4899, "loss_box_reg": 0.19647154957056046, "loss_cls": 0.06232307106256485, "loss_rpn_cls": 0.03096479084342718, "loss_rpn_loc": 0.051605625078082085, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.041521433499838, "total_loss": 0.34885336738079786}
{"data_time": 0.0029065264998280327, "eta_seconds": 20946.538587560783, "fast_rcnn/cls_accuracy": 0.9752604166666667, "fast_rcnn/false_negative": 0.06961259079903148, "fast_rcnn/fg_cls_accuracy": 0.9303874092009685, "iteration": 4919, "loss_box_reg": 0.1683797389268875, "loss_cls": 0.06281615979969501, "loss_rpn_cls": 0.024521769024431705, "loss_rpn_loc": 0.042820144444704056, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.1158377735000613, "total_loss": 0.3127382965758443}
{"data_time": 0.0031591874994774116, "eta_seconds": 20896.500086124717, "fast_rcnn/cls_accuracy": 0.9739583333333333, "fast_rcnn/false_negative": 0.07158812892245506, "fast_rcnn/fg_cls_accuracy": 0.928411871077545, "iteration": 4939, "loss_box_reg": 0.1673862487077713, "loss_cls": 0.0635455809533596, "loss_rpn_cls": 0.03433647193014622, "loss_rpn_loc": 0.07339909672737122, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666667, "roi_head/num_fg_samples": 15.333333333333334, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 2.032261598500554, "total_loss": 0.3424317534081638}
{"data_time": 0.0029580519994851784, "eta_seconds": 20853.669767248637, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.044788544788544785, "fast_rcnn/fg_cls_accuracy": 0.9552114552114552, "iteration": 4959, "loss_box_reg": 0.15179193019866943, "loss_cls": 0.05286625400185585, "loss_rpn_cls": 0.020162437111139297, "loss_rpn_loc": 0.03573562763631344, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.0844931115007057, "total_loss": 0.26202584616839886}
{"data_time": 0.0026049215002785786, "eta_seconds": 20812.132729568628, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.07275132275132275, "fast_rcnn/fg_cls_accuracy": 0.9272486772486772, "iteration": 4979, "loss_box_reg": 0.1634778305888176, "loss_cls": 0.053425030782818794, "loss_rpn_cls": 0.02538666408509016, "loss_rpn_loc": 0.06264496967196465, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333333, "roi_head/num_fg_samples": 17.416666666666668, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.086476093500096, "total_loss": 0.3005613898858428}
{"data_time": 0.0030259184995884425, "eta_seconds": 20775.619594227734, "fast_rcnn/cls_accuracy": 0.9811197916666666, "fast_rcnn/false_negative": 0.04905437352245863, "fast_rcnn/fg_cls_accuracy": 0.9509456264775413, "iteration": 4999, "loss_box_reg": 0.16006118804216385, "loss_cls": 0.050818247720599174, "loss_rpn_cls": 0.02300765924155712, "loss_rpn_loc": 0.04729106090962887, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0705453199998374, "total_loss": 0.29391527734696865}
{"data_time": 0.0028207814993947977, "eta_seconds": 20727.013262846594, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.075046904315197, "fast_rcnn/fg_cls_accuracy": 0.9249530956848031, "iteration": 5019, "loss_box_reg": 0.18399003148078918, "loss_cls": 0.0520455501973629, "loss_rpn_cls": 0.021317793056368828, "loss_rpn_loc": 0.04565095901489258, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.0305460630006564, "total_loss": 0.2981606274843216}
{"data_time": 0.0028495719998318236, "eta_seconds": 20692.52542526772, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.07953826691967109, "fast_rcnn/fg_cls_accuracy": 0.9204617330803289, "iteration": 5039, "loss_box_reg": 0.1424880549311638, "loss_cls": 0.0533522292971611, "loss_rpn_cls": 0.023796350695192814, "loss_rpn_loc": 0.06158585101366043, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 2.0746250505007993, "total_loss": 0.28831810085102916}
{"data_time": 0.0031447014998775558, "eta_seconds": 20649.247667372994, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.06655844155844155, "fast_rcnn/fg_cls_accuracy": 0.9334415584415584, "iteration": 5059, "loss_box_reg": 0.13723443448543549, "loss_cls": 0.0539249312132597, "loss_rpn_cls": 0.021802891977131367, "loss_rpn_loc": 0.06162867695093155, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333332, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.0286656250000306, "total_loss": 0.2719726040959358}
{"data_time": 0.003096770499723789, "eta_seconds": 20593.341294177182, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.05928282244071718, "fast_rcnn/fg_cls_accuracy": 0.9407171775592829, "iteration": 5079, "loss_box_reg": 0.16374197602272034, "loss_cls": 0.05856241658329964, "loss_rpn_cls": 0.024191906675696373, "loss_rpn_loc": 0.06399711593985558, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0291008450003574, "total_loss": 0.32468386460095644}
{"data_time": 0.0026795655003297725, "eta_seconds": 20560.881506406586, "fast_rcnn/cls_accuracy": 0.9772135416666667, "fast_rcnn/false_negative": 0.09256425948592412, "fast_rcnn/fg_cls_accuracy": 0.9074357405140758, "iteration": 5099, "loss_box_reg": 0.19039678573608398, "loss_cls": 0.05559205636382103, "loss_rpn_cls": 0.02407084498554468, "loss_rpn_loc": 0.05545297637581825, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.0811917424998683, "total_loss": 0.33201805129647255}
{"data_time": 0.00294631550059421, "eta_seconds": 20519.348567296583, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.079002079002079, "fast_rcnn/fg_cls_accuracy": 0.9209979209979211, "iteration": 5119, "loss_box_reg": 0.16614780575037003, "loss_cls": 0.061680277809500694, "loss_rpn_cls": 0.02544451877474785, "loss_rpn_loc": 0.06673780828714371, "lr": 0.0025, "roi_head/num_bg_samples": 113.08333333333334, "roi_head/num_fg_samples": 14.916666666666668, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.103046800500124, "total_loss": 0.36236083786934614}
{"data_time": 0.0032734084998082835, "eta_seconds": 20472.46274704484, "fast_rcnn/cls_accuracy": 0.9739583333333334, "fast_rcnn/false_negative": 0.10697940503432493, "fast_rcnn/fg_cls_accuracy": 0.8930205949656751, "iteration": 5139, "loss_box_reg": 0.14298585802316666, "loss_cls": 0.053034378215670586, "loss_rpn_cls": 0.021588158793747425, "loss_rpn_loc": 0.05438320338726044, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.9650321264998638, "total_loss": 0.278204299043864}
{"data_time": 0.0030736554999748478, "eta_seconds": 20423.929955883294, "fast_rcnn/cls_accuracy": 0.9798177083333334, "fast_rcnn/false_negative": 0.0579031920094992, "fast_rcnn/fg_cls_accuracy": 0.9420968079905008, "iteration": 5159, "loss_box_reg": 0.15188543498516083, "loss_cls": 0.050397271290421486, "loss_rpn_cls": 0.023611316457390785, "loss_rpn_loc": 0.047779759392142296, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0627840019997166, "total_loss": 0.29259168542921543}
{"data_time": 0.002974041000015859, "eta_seconds": 20376.61118793527, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.07518664909969258, "fast_rcnn/fg_cls_accuracy": 0.9248133509003074, "iteration": 5179, "loss_box_reg": 0.15313784778118134, "loss_cls": 0.054542724043130875, "loss_rpn_cls": 0.022746880538761616, "loss_rpn_loc": 0.05066557973623276, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.059509734999665, "total_loss": 0.26833020709455013}
{"data_time": 0.0028477939995354973, "eta_seconds": 20335.70469279604, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.057692307692307696, "fast_rcnn/fg_cls_accuracy": 0.9423076923076923, "iteration": 5199, "loss_box_reg": 0.14843149483203888, "loss_cls": 0.04548290744423866, "loss_rpn_cls": 0.021956240758299828, "loss_rpn_loc": 0.03783231973648071, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.115609055999812, "total_loss": 0.24788491427898407}
{"data_time": 0.0028266745002838434, "eta_seconds": 20313.688277408517, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.05875706214689266, "fast_rcnn/fg_cls_accuracy": 0.9412429378531073, "iteration": 5219, "loss_box_reg": 0.17621903866529465, "loss_cls": 0.050986455753445625, "loss_rpn_cls": 0.022068988531827927, "loss_rpn_loc": 0.06504519097507, "lr": 0.0025, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 2.1031909954990624, "total_loss": 0.35300267580896616}
{"data_time": 0.0030367639992618933, "eta_seconds": 20272.151239728508, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.06979368149580915, "fast_rcnn/fg_cls_accuracy": 0.9279331779331779, "iteration": 5239, "loss_box_reg": 0.16522571444511414, "loss_cls": 0.06128809601068497, "loss_rpn_cls": 0.022687832824885845, "loss_rpn_loc": 0.054869284853339195, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0776044689991977, "total_loss": 0.31692538037896156}
{"data_time": 0.0032025094997152337, "eta_seconds": 20230.6142020485, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06342908798714343, "fast_rcnn/fg_cls_accuracy": 0.9365709120128566, "iteration": 5259, "loss_box_reg": 0.18627987056970596, "loss_cls": 0.05748005211353302, "loss_rpn_cls": 0.028026698157191277, "loss_rpn_loc": 0.05805341154336929, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0334842279999066, "total_loss": 0.35281162010505795}
{"data_time": 0.003057095000258414, "eta_seconds": 20187.085054416566, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06752136752136753, "fast_rcnn/fg_cls_accuracy": 0.9324786324786325, "iteration": 5279, "loss_box_reg": 0.17496638000011444, "loss_cls": 0.05852475017309189, "loss_rpn_cls": 0.0188983092084527, "loss_rpn_loc": 0.03513793647289276, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.9822307705007916, "total_loss": 0.2767694313079119}
{"data_time": 0.0031186304995571845, "eta_seconds": 20140.286087524793, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.054887218045112776, "fast_rcnn/fg_cls_accuracy": 0.9451127819548872, "iteration": 5299, "loss_box_reg": 0.15745209157466888, "loss_cls": 0.048152707517147064, "loss_rpn_cls": 0.022594166919589043, "loss_rpn_loc": 0.06252644211053848, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.062878734998776, "total_loss": 0.3223597682081163}
{"data_time": 0.0030024705001778784, "eta_seconds": 20086.72147035593, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07204066811909948, "fast_rcnn/fg_cls_accuracy": 0.9279593318809005, "iteration": 5319, "loss_box_reg": 0.13680678606033325, "loss_cls": 0.049490658566355705, "loss_rpn_cls": 0.02021170314401388, "loss_rpn_loc": 0.03901237063109875, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.1030467199998384, "total_loss": 0.26851141452789307}
{"data_time": 0.0032238385001619463, "eta_seconds": 20044.643181615174, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04502688172043011, "fast_rcnn/fg_cls_accuracy": 0.95497311827957, "iteration": 5339, "loss_box_reg": 0.13218488544225693, "loss_cls": 0.03912261128425598, "loss_rpn_cls": 0.02074268553406, "loss_rpn_loc": 0.03349194675683975, "lr": 0.0025, "roi_head/num_bg_samples": 113.41666666666666, "roi_head/num_fg_samples": 14.583333333333332, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 2.0429703400004655, "total_loss": 0.2565906886011362}
{"data_time": 0.0030949954998504836, "eta_seconds": 19997.455187448253, "fast_rcnn/cls_accuracy": 0.9791666666666667, "fast_rcnn/false_negative": 0.0390625, "fast_rcnn/fg_cls_accuracy": 0.9609375, "iteration": 5359, "loss_box_reg": 0.1462629958987236, "loss_cls": 0.050517842173576355, "loss_rpn_cls": 0.020600873976945877, "loss_rpn_loc": 0.04396925866603851, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333333, "roi_head/num_fg_samples": 17.416666666666668, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.0853888090005057, "total_loss": 0.26366078248247504}
{"data_time": 0.0030969230001574033, "eta_seconds": 19979.420358866555, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06278153153153153, "fast_rcnn/fg_cls_accuracy": 0.9372184684684685, "iteration": 5379, "loss_box_reg": 0.16118136793375015, "loss_cls": 0.06145101599395275, "loss_rpn_cls": 0.02143375389277935, "loss_rpn_loc": 0.06317394599318504, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.1330951309992088, "total_loss": 0.30056388303637505}
{"data_time": 0.0026549075000730227, "eta_seconds": 19932.675675324765, "fast_rcnn/cls_accuracy": 0.9752604166666666, "fast_rcnn/false_negative": 0.06587150989428028, "fast_rcnn/fg_cls_accuracy": 0.9341284901057196, "iteration": 5399, "loss_box_reg": 0.1515769585967064, "loss_cls": 0.059657592326402664, "loss_rpn_cls": 0.020363904535770416, "loss_rpn_loc": 0.05478071607649326, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 2.0472711479997088, "total_loss": 0.30211002845317125}
{"data_time": 0.0032258299997920403, "eta_seconds": 19896.35448064655, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.06400409626216078, "fast_rcnn/fg_cls_accuracy": 0.9359959037378391, "iteration": 5419, "loss_box_reg": 0.15966515988111496, "loss_cls": 0.05012688599526882, "loss_rpn_cls": 0.018239708617329597, "loss_rpn_loc": 0.04435589164495468, "lr": 0.0025, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.099336717999904, "total_loss": 0.26751361414790154}
{"data_time": 0.0026063269997393945, "eta_seconds": 19852.260393446697, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.074937343358396, "fast_rcnn/fg_cls_accuracy": 0.925062656641604, "iteration": 5439, "loss_box_reg": 0.15176233649253845, "loss_cls": 0.05457885004580021, "loss_rpn_cls": 0.020918108522892, "loss_rpn_loc": 0.06363807432353497, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666667, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 2.0718058850006855, "total_loss": 0.32700882386416197}
{"data_time": 0.0029730255000686157, "eta_seconds": 19796.2410441758, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06306255625562557, "fast_rcnn/fg_cls_accuracy": 0.9312556255625563, "iteration": 5459, "loss_box_reg": 0.15049882978200912, "loss_cls": 0.04701611399650574, "loss_rpn_cls": 0.02278773859143257, "loss_rpn_loc": 0.09042120724916458, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 2.1291669430002003, "total_loss": 0.30087580904364586}
{"data_time": 0.0028927285002282588, "eta_seconds": 19745.53272517524, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.046633697726878365, "fast_rcnn/fg_cls_accuracy": 0.9533663022731216, "iteration": 5479, "loss_box_reg": 0.1535791978240013, "loss_cls": 0.04985226131975651, "loss_rpn_cls": 0.018182426691055298, "loss_rpn_loc": 0.05931638181209564, "lr": 0.0025, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0634386309993715, "total_loss": 0.29947849176824093}
{"data_time": 0.0029327210004339577, "eta_seconds": 19707.90607232546, "fast_rcnn/cls_accuracy": 0.9733072916666667, "fast_rcnn/false_negative": 0.08207282913165266, "fast_rcnn/fg_cls_accuracy": 0.9179271708683473, "iteration": 5499, "loss_box_reg": 0.14566870033740997, "loss_cls": 0.05479020997881889, "loss_rpn_cls": 0.017249218188226223, "loss_rpn_loc": 0.04547532647848129, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333333, "roi_head/num_fg_samples": 15.166666666666666, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.074157211999591, "total_loss": 0.29878044594079256}
{"data_time": 0.0030911639987607487, "eta_seconds": 19658.61695378896, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.0730277185501066, "fast_rcnn/fg_cls_accuracy": 0.9269722814498934, "iteration": 5519, "loss_box_reg": 0.13124345242977142, "loss_cls": 0.04887249320745468, "loss_rpn_cls": 0.024889674969017506, "loss_rpn_loc": 0.06571495160460472, "lr": 0.0025, "roi_head/num_bg_samples": 113.08333333333334, "roi_head/num_fg_samples": 14.916666666666668, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.026141379499677, "total_loss": 0.297705021686852}
{"data_time": 0.0028817379998145043, "eta_seconds": 19628.742565819342, "fast_rcnn/cls_accuracy": 0.9798177083333334, "fast_rcnn/false_negative": 0.046893897746014296, "fast_rcnn/fg_cls_accuracy": 0.9531061022539857, "iteration": 5539, "loss_box_reg": 0.14481815695762634, "loss_cls": 0.051294293254613876, "loss_rpn_cls": 0.022207411006093025, "loss_rpn_loc": 0.04299440607428551, "lr": 0.0025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 2.094868340499488, "total_loss": 0.2978819338604808}
{"data_time": 0.0033652345000518835, "eta_seconds": 19586.654048928474, "fast_rcnn/cls_accuracy": 0.9733072916666667, "fast_rcnn/false_negative": 0.09965251923554232, "fast_rcnn/fg_cls_accuracy": 0.9003474807644577, "iteration": 5559, "loss_box_reg": 0.15903691202402115, "loss_cls": 0.05751808360219002, "loss_rpn_cls": 0.017977265641093254, "loss_rpn_loc": 0.054215554147958755, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.065605159500592, "total_loss": 0.27548388740979135}
{"data_time": 0.0031025825001052, "eta_seconds": 19545.161295938477, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.04596795376937221, "fast_rcnn/fg_cls_accuracy": 0.9540320462306278, "iteration": 5579, "loss_box_reg": 0.15338610112667084, "loss_cls": 0.04670047201216221, "loss_rpn_cls": 0.026272633112967014, "loss_rpn_loc": 0.054046906530857086, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 2.152740104500481, "total_loss": 0.31185751548036933}
{"data_time": 0.003133898499982024, "eta_seconds": 19500.476264175522, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.09212121212121213, "fast_rcnn/fg_cls_accuracy": 0.9078787878787878, "iteration": 5599, "loss_box_reg": 0.1584588810801506, "loss_cls": 0.06126757524907589, "loss_rpn_cls": 0.01934878807514906, "loss_rpn_loc": 0.05535912327468395, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.0355383299993264, "total_loss": 0.3027482843026519}
{"data_time": 0.0026936869999190094, "eta_seconds": 19463.320994304147, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05798319327731093, "fast_rcnn/fg_cls_accuracy": 0.9420168067226891, "iteration": 5619, "loss_box_reg": 0.15243082493543625, "loss_cls": 0.05044005252420902, "loss_rpn_cls": 0.022074241191148758, "loss_rpn_loc": 0.06099953129887581, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.096004877001178, "total_loss": 0.2859023967757821}
{"data_time": 0.0030478410008072387, "eta_seconds": 19434.200840509056, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.054782975136957436, "fast_rcnn/fg_cls_accuracy": 0.9452170248630425, "iteration": 5639, "loss_box_reg": 0.17709526419639587, "loss_cls": 0.060819949954748154, "loss_rpn_cls": 0.02093249373137951, "loss_rpn_loc": 0.04778587073087692, "lr": 0.0025, "roi_head/num_bg_samples": 109.41666666666667, "roi_head/num_fg_samples": 18.583333333333332, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.0921724895006264, "total_loss": 0.32236937526613474}
{"data_time": 0.0030724770003871527, "eta_seconds": 19382.74849973252, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.041437886067261495, "fast_rcnn/fg_cls_accuracy": 0.9585621139327385, "iteration": 5659, "loss_box_reg": 0.15022233128547668, "loss_cls": 0.04863511398434639, "loss_rpn_cls": 0.017195953987538815, "loss_rpn_loc": 0.037404924631118774, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.057848520999869, "total_loss": 0.2831553630530834}
{"data_time": 0.003153276999000809, "eta_seconds": 19339.771803035597, "fast_rcnn/cls_accuracy": 0.9811197916666666, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9333333333333333, "iteration": 5679, "loss_box_reg": 0.13409842550754547, "loss_cls": 0.050965601578354836, "loss_rpn_cls": 0.02382300514727831, "loss_rpn_loc": 0.060159554705023766, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.124767444000099, "total_loss": 0.2963170846924186}
{"data_time": 0.0028163060005681473, "eta_seconds": 19299.747756772525, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.04832572298325723, "fast_rcnn/fg_cls_accuracy": 0.9516742770167428, "iteration": 5699, "loss_box_reg": 0.13769689202308655, "loss_cls": 0.047664714977145195, "loss_rpn_cls": 0.021362938918173313, "loss_rpn_loc": 0.044791460037231445, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.09871286499947, "total_loss": 0.2611204404383898}
{"data_time": 0.003017397000803612, "eta_seconds": 19276.605337869903, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04658160808858931, "fast_rcnn/fg_cls_accuracy": 0.9534183919114108, "iteration": 5719, "loss_box_reg": 0.14541582763195038, "loss_cls": 0.0447622612118721, "loss_rpn_cls": 0.017287660390138626, "loss_rpn_loc": 0.04044593684375286, "lr": 0.0025, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.1243601790001776, "total_loss": 0.27797595504671335}
{"data_time": 0.0030141654997350997, "eta_seconds": 19226.592670009013, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.058111720838609826, "fast_rcnn/fg_cls_accuracy": 0.9418882791613902, "iteration": 5739, "loss_box_reg": 0.15762098133563995, "loss_cls": 0.06049004942178726, "loss_rpn_cls": 0.023060185834765434, "loss_rpn_loc": 0.06269499100744724, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 2.110378576500807, "total_loss": 0.3094263505190611}
{"data_time": 0.002844967500095663, "eta_seconds": 19188.55695826813, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.062020460358056265, "fast_rcnn/fg_cls_accuracy": 0.9379795396419437, "iteration": 5759, "loss_box_reg": 0.1603570133447647, "loss_cls": 0.05788171477615833, "loss_rpn_cls": 0.022927570156753063, "loss_rpn_loc": 0.03712579421699047, "lr": 0.0025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 2.0770133280002483, "total_loss": 0.29097549989819527}
{"data_time": 0.0030731545002709026, "eta_seconds": 19147.02777969813, "fast_rcnn/cls_accuracy": 0.9778645833333333, "fast_rcnn/false_negative": 0.06687779433681074, "fast_rcnn/fg_cls_accuracy": 0.9331222056631893, "iteration": 5779, "loss_box_reg": 0.1831972673535347, "loss_cls": 0.04980851896107197, "loss_rpn_cls": 0.01735072862356901, "loss_rpn_loc": 0.04113277792930603, "lr": 0.0025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0549524124999152, "total_loss": 0.3000973165035248}
{"data_time": 0.002930407999883755, "eta_seconds": 19085.61664787565, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.030640958832725378, "fast_rcnn/fg_cls_accuracy": 0.9693590411672746, "iteration": 5799, "loss_box_reg": 0.17192699015140533, "loss_cls": 0.05107515677809715, "loss_rpn_cls": 0.019869228824973106, "loss_rpn_loc": 0.048315370455384254, "lr": 0.0025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.9954765700013013, "total_loss": 0.3130532093346119}
{"data_time": 0.0029608314998768037, "eta_seconds": 19049.291376855468, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08193979933110368, "fast_rcnn/fg_cls_accuracy": 0.9180602006688963, "iteration": 5819, "loss_box_reg": 0.1548611894249916, "loss_cls": 0.05507931858301163, "loss_rpn_cls": 0.021199358627200127, "loss_rpn_loc": 0.06337760202586651, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 2.1213438520007912, "total_loss": 0.29130240250378847}
{"data_time": 0.002557733499997994, "eta_seconds": 19009.245156412548, "fast_rcnn/cls_accuracy": 0.9759114583333333, "fast_rcnn/false_negative": 0.06215143715143715, "fast_rcnn/fg_cls_accuracy": 0.9378485628485629, "iteration": 5839, "loss_box_reg": 0.14660697430372238, "loss_cls": 0.06206737272441387, "loss_rpn_cls": 0.018407896161079407, "loss_rpn_loc": 0.050949374213814735, "lr": 0.0025, "roi_head/num_bg_samples": 109.83333333333334, "roi_head/num_fg_samples": 18.166666666666664, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.129761021000377, "total_loss": 0.3069403222762048}
{"data_time": 0.0031558994996885303, "eta_seconds": 18967.74478493255, "fast_rcnn/cls_accuracy": 0.9772135416666667, "fast_rcnn/false_negative": 0.0563994188350284, "fast_rcnn/fg_cls_accuracy": 0.9436005811649717, "iteration": 5859, "loss_box_reg": 0.17738467454910278, "loss_cls": 0.05977416783571243, "loss_rpn_cls": 0.018094376660883427, "loss_rpn_loc": 0.051962049677968025, "lr": 0.0025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.121109609999621, "total_loss": 0.32284320099279284}
{"data_time": 0.002970596999148256, "eta_seconds": 18928.193087741714, "fast_rcnn/cls_accuracy": 0.9791666666666667, "fast_rcnn/false_negative": 0.06091101694915255, "fast_rcnn/fg_cls_accuracy": 0.9390889830508475, "iteration": 5879, "loss_box_reg": 0.1490740403532982, "loss_cls": 0.0483146607875824, "loss_rpn_cls": 0.022353370673954487, "loss_rpn_loc": 0.06296155415475368, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.077632526000343, "total_loss": 0.3202329045161605}
{"data_time": 0.00290081149978505, "eta_seconds": 18910.155230749675, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06235431235431235, "fast_rcnn/fg_cls_accuracy": 0.9376456876456877, "iteration": 5899, "loss_box_reg": 0.17306498438119888, "loss_cls": 0.048664527013897896, "loss_rpn_cls": 0.021559428423643112, "loss_rpn_loc": 0.05558660626411438, "lr": 0.0025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 2.090988138999819, "total_loss": 0.3128543756902218}
{"data_time": 0.0031471800002691452, "eta_seconds": 18880.130506340007, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.055126699110589025, "fast_rcnn/fg_cls_accuracy": 0.944873300889411, "iteration": 5919, "loss_box_reg": 0.15896665304899216, "loss_cls": 0.05914671905338764, "loss_rpn_cls": 0.019819343462586403, "loss_rpn_loc": 0.03892937861382961, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.126598214000296, "total_loss": 0.30420105997473}
{"data_time": 0.0027004610001313267, "eta_seconds": 18827.0428025297, "fast_rcnn/cls_accuracy": 0.9778645833333334, "fast_rcnn/false_negative": 0.0630272952853598, "fast_rcnn/fg_cls_accuracy": 0.9369727047146401, "iteration": 5939, "loss_box_reg": 0.19789141416549683, "loss_cls": 0.055671580135822296, "loss_rpn_cls": 0.021451735869050026, "loss_rpn_loc": 0.048005156219005585, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.9816966779999348, "total_loss": 0.3406360987573862}
{"data_time": 0.002956223500405031, "eta_seconds": 18769.854694908918, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.08148496240601504, "fast_rcnn/fg_cls_accuracy": 0.918515037593985, "iteration": 5959, "loss_box_reg": 0.15489870309829712, "loss_cls": 0.05162712745368481, "loss_rpn_cls": 0.01839043665677309, "loss_rpn_loc": 0.05732336454093456, "lr": 0.0025, "roi_head/num_bg_samples": 113.83333333333334, "roi_head/num_fg_samples": 14.166666666666668, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0623124660005487, "total_loss": 0.29839553218334913}
{"data_time": 0.002856689499822096, "eta_seconds": 18718.74255605257, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.04981397271599835, "fast_rcnn/fg_cls_accuracy": 0.9501860272840017, "iteration": 5979, "loss_box_reg": 0.13716568797826767, "loss_cls": 0.04490461014211178, "loss_rpn_cls": 0.017472839914262295, "loss_rpn_loc": 0.044004689902067184, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 2.0197233515000335, "total_loss": 0.27312035020440817}
{"data_time": 0.002896306999900844, "eta_seconds": 18672.15086793868, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.050957481337228175, "fast_rcnn/fg_cls_accuracy": 0.9490425186627718, "iteration": 5999, "loss_box_reg": 0.13881321996450424, "loss_cls": 0.04306604154407978, "loss_rpn_cls": 0.02451724000275135, "loss_rpn_loc": 0.028834190219640732, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.058888890000162, "total_loss": 0.2368361963890493}
{"data_time": 0.0028633799993258435, "eta_seconds": 18630.66180923867, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04757040712096892, "fast_rcnn/fg_cls_accuracy": 0.9524295928790311, "iteration": 6019, "loss_box_reg": 0.15225982666015625, "loss_cls": 0.04424441419541836, "loss_rpn_cls": 0.01718962751328945, "loss_rpn_loc": 0.04796125181019306, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.0586556855005256, "total_loss": 0.26502678310498595}
{"data_time": 0.002771046999441751, "eta_seconds": 18586.12988168594, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05839727195225916, "fast_rcnn/fg_cls_accuracy": 0.9416027280477408, "iteration": 6039, "loss_box_reg": 0.1551544964313507, "loss_cls": 0.04555375687777996, "loss_rpn_cls": 0.01700669527053833, "loss_rpn_loc": 0.03436018526554108, "lr": 0.0025, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 2.051544030999139, "total_loss": 0.24903794331476092}
{"data_time": 0.003159704499921645, "eta_seconds": 18544.647614345944, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.035325241207594144, "fast_rcnn/fg_cls_accuracy": 0.9646747587924058, "iteration": 6059, "loss_box_reg": 0.13616710901260376, "loss_cls": 0.043462641537189484, "loss_rpn_cls": 0.01755905244499445, "loss_rpn_loc": 0.03642440028488636, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333333, "roi_head/num_fg_samples": 15.666666666666666, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 2.060680528499688, "total_loss": 0.2331408942118287}
{"data_time": 0.0029492809999283054, "eta_seconds": 18513.1466435417, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06799202293406456, "fast_rcnn/fg_cls_accuracy": 0.9320079770659354, "iteration": 6079, "loss_box_reg": 0.15914767980575562, "loss_cls": 0.05420206859707832, "loss_rpn_cls": 0.02004232443869114, "loss_rpn_loc": 0.059877535328269005, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.049589411000852, "total_loss": 0.2997289332561195}
{"data_time": 0.0031136419993345044, "eta_seconds": 18464.705574438638, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.06272917757988475, "fast_rcnn/fg_cls_accuracy": 0.9372708224201153, "iteration": 6099, "loss_box_reg": 0.1542055532336235, "loss_cls": 0.0478470753878355, "loss_rpn_cls": 0.018243039958178997, "loss_rpn_loc": 0.07591836526989937, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 2.05621647550106, "total_loss": 0.3076044823974371}
{"data_time": 0.002983742500873632, "eta_seconds": 18423.21651573863, "fast_rcnn/cls_accuracy": 0.9720052083333334, "fast_rcnn/false_negative": 0.05178571428571428, "fast_rcnn/fg_cls_accuracy": 0.9482142857142857, "iteration": 6119, "loss_box_reg": 0.1814785897731781, "loss_cls": 0.0690888911485672, "loss_rpn_cls": 0.02410253882408142, "loss_rpn_loc": 0.05224514566361904, "lr": 0.0025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.133258343500529, "total_loss": 0.3402101481333375}
{"data_time": 0.002878489499380521, "eta_seconds": 18392.861050998355, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04432996916176059, "fast_rcnn/fg_cls_accuracy": 0.9556700308382393, "iteration": 6139, "loss_box_reg": 0.19144178926944733, "loss_cls": 0.05528109334409237, "loss_rpn_cls": 0.01636433321982622, "loss_rpn_loc": 0.046053629368543625, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0801389355001447, "total_loss": 0.32225483981892467}
{"data_time": 0.002921250500548922, "eta_seconds": 18344.35104145115, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.060557708380822126, "fast_rcnn/fg_cls_accuracy": 0.9394422916191778, "iteration": 6159, "loss_box_reg": 0.16676358878612518, "loss_cls": 0.05588745325803757, "loss_rpn_cls": 0.020963100716471672, "loss_rpn_loc": 0.03828645870089531, "lr": 0.0025, "roi_head/num_bg_samples": 109.58333333333334, "roi_head/num_fg_samples": 18.416666666666664, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.951459552000415, "total_loss": 0.29154882580041885}
{"data_time": 0.002893670000048587, "eta_seconds": 18305.62342144169, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.044990723562152134, "fast_rcnn/fg_cls_accuracy": 0.9550092764378479, "iteration": 6179, "loss_box_reg": 0.1636509895324707, "loss_cls": 0.0565249715000391, "loss_rpn_cls": 0.02119400165975094, "loss_rpn_loc": 0.07459515705704689, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 2.076847715500662, "total_loss": 0.30711403489112854}
{"data_time": 0.0030317619994093548, "eta_seconds": 18254.27174296596, "fast_rcnn/cls_accuracy": 0.9830729166666667, "fast_rcnn/false_negative": 0.06350806451612903, "fast_rcnn/fg_cls_accuracy": 0.936491935483871, "iteration": 6199, "loss_box_reg": 0.1343938112258911, "loss_cls": 0.04387787729501724, "loss_rpn_cls": 0.017604893073439598, "loss_rpn_loc": 0.050016097724437714, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.045016444501016, "total_loss": 0.2571381563320756}
{"data_time": 0.0029292965000422555, "eta_seconds": 18201.285298734856, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04945144250304754, "fast_rcnn/fg_cls_accuracy": 0.9505485574969524, "iteration": 6219, "loss_box_reg": 0.16428101062774658, "loss_cls": 0.051610223948955536, "loss_rpn_cls": 0.01511489599943161, "loss_rpn_loc": 0.03255512937903404, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 2.04594164899936, "total_loss": 0.27485166769474745}
{"data_time": 0.0028141014990978874, "eta_seconds": 18157.84657571925, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.04881983358804551, "fast_rcnn/fg_cls_accuracy": 0.9511801664119545, "iteration": 6239, "loss_box_reg": 0.15723397582769394, "loss_cls": 0.04978109896183014, "loss_rpn_cls": 0.01821851823478937, "loss_rpn_loc": 0.05542093701660633, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 2.067312703499738, "total_loss": 0.28268239041790366}
{"data_time": 0.0029199595001045964, "eta_seconds": 18118.37316891486, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04557724252491695, "fast_rcnn/fg_cls_accuracy": 0.9544227574750831, "iteration": 6259, "loss_box_reg": 0.13476792722940445, "loss_cls": 0.04306795448064804, "loss_rpn_cls": 0.017590589821338654, "loss_rpn_loc": 0.03740333579480648, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333333, "roi_head/num_fg_samples": 15.416666666666666, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 2.0727442654997503, "total_loss": 0.24027243070304394}
{"data_time": 0.002763709500868572, "eta_seconds": 18102.261734088326, "fast_rcnn/cls_accuracy": 0.9830729166666667, "fast_rcnn/false_negative": 0.05160112825618052, "fast_rcnn/fg_cls_accuracy": 0.9483988717438194, "iteration": 6279, "loss_box_reg": 0.13227441906929016, "loss_cls": 0.043830202892422676, "loss_rpn_cls": 0.01723533868789673, "loss_rpn_loc": 0.051798541098833084, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.1570007024993174, "total_loss": 0.27285058703273535}
{"data_time": 0.003160948500408267, "eta_seconds": 18056.59555492168, "fast_rcnn/cls_accuracy": 0.9830729166666667, "fast_rcnn/false_negative": 0.04375, "fast_rcnn/fg_cls_accuracy": 0.95625, "iteration": 6299, "loss_box_reg": 0.1394212320446968, "loss_cls": 0.04632829315960407, "loss_rpn_cls": 0.014042967464774847, "loss_rpn_loc": 0.04779472574591637, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333333, "roi_head/num_fg_samples": 15.416666666666666, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.996997548500076, "total_loss": 0.2582238269969821}
{"data_time": 0.0029895515008320217, "eta_seconds": 18016.34560581634, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04084604715672677, "fast_rcnn/fg_cls_accuracy": 0.9591539528432733, "iteration": 6319, "loss_box_reg": 0.10796525329351425, "loss_cls": 0.03819749504327774, "loss_rpn_cls": 0.022528663277626038, "loss_rpn_loc": 0.06408107466995716, "lr": 0.0025, "roi_head/num_bg_samples": 114.16666666666667, "roi_head/num_fg_samples": 13.833333333333334, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.1128102215006948, "total_loss": 0.24054245837032795}
{"data_time": 0.0029197815001680283, "eta_seconds": 17970.8657810212, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.049022736338252895, "fast_rcnn/fg_cls_accuracy": 0.9509772636617471, "iteration": 6339, "loss_box_reg": 0.15055206418037415, "loss_cls": 0.04636201076209545, "loss_rpn_cls": 0.01864198688417673, "loss_rpn_loc": 0.04502468928694725, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.0340690644998176, "total_loss": 0.2769456598907709}
{"data_time": 0.003112877999228658, "eta_seconds": 17933.33053563633, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04537656544861897, "fast_rcnn/fg_cls_accuracy": 0.954623434551381, "iteration": 6359, "loss_box_reg": 0.12635162472724915, "loss_cls": 0.04195665940642357, "loss_rpn_cls": 0.01649724505841732, "loss_rpn_loc": 0.04523192346096039, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.1152024624998376, "total_loss": 0.23692314233630896}
{"data_time": 0.0030772504997003125, "eta_seconds": 17880.931336905982, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.022947810123262524, "fast_rcnn/fg_cls_accuracy": 0.9770521898767375, "iteration": 6379, "loss_box_reg": 0.1397373378276825, "loss_cls": 0.03955948352813721, "loss_rpn_cls": 0.01801151968538761, "loss_rpn_loc": 0.03942802548408508, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.0809818109992193, "total_loss": 0.2606142903678119}
{"data_time": 0.0030483170003208215, "eta_seconds": 17829.447358012745, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04817161136548956, "fast_rcnn/fg_cls_accuracy": 0.9518283886345105, "iteration": 6399, "loss_box_reg": 0.15218883752822876, "loss_cls": 0.04526602849364281, "loss_rpn_cls": 0.021625506691634655, "loss_rpn_loc": 0.0331183597445488, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.9336085394998008, "total_loss": 0.26800215104594827}
{"data_time": 0.0032479355004397803, "eta_seconds": 17786.72464963487, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.059114735002912054, "fast_rcnn/fg_cls_accuracy": 0.9408852649970879, "iteration": 6419, "loss_box_reg": 0.13910257816314697, "loss_cls": 0.044777363538742065, "loss_rpn_cls": 0.016335933469235897, "loss_rpn_loc": 0.045262809842824936, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0590806649988735, "total_loss": 0.25405281875282526}
{"data_time": 0.0030936779994590324, "eta_seconds": 17743.33118761928, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.05062191329796964, "fast_rcnn/fg_cls_accuracy": 0.9493780867020303, "iteration": 6439, "loss_box_reg": 0.14527427405118942, "loss_cls": 0.04502494819462299, "loss_rpn_cls": 0.01505828881636262, "loss_rpn_loc": 0.05463382788002491, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 2.0550860344992543, "total_loss": 0.2830093130469322}
{"data_time": 0.0029731935001109377, "eta_seconds": 17701.87964880928, "fast_rcnn/cls_accuracy": 0.9817708333333333, "fast_rcnn/false_negative": 0.05, "fast_rcnn/fg_cls_accuracy": 0.945, "iteration": 6459, "loss_box_reg": 0.13335426151752472, "loss_cls": 0.04157877527177334, "loss_rpn_cls": 0.013619593810290098, "loss_rpn_loc": 0.045797472819685936, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.111972928499199, "total_loss": 0.2417465909384191}
{"data_time": 0.0028779539998140535, "eta_seconds": 17669.551250727043, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.048081368469717986, "fast_rcnn/fg_cls_accuracy": 0.951918631530282, "iteration": 6479, "loss_box_reg": 0.1445946842432022, "loss_cls": 0.04361667297780514, "loss_rpn_cls": 0.01690414547920227, "loss_rpn_loc": 0.041221609339118004, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.129754665499604, "total_loss": 0.2739404859021306}
{"data_time": 0.002692117000151484, "eta_seconds": 17636.067954949438, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06117103235747304, "fast_rcnn/fg_cls_accuracy": 0.938828967642527, "iteration": 6499, "loss_box_reg": 0.14653241634368896, "loss_cls": 0.05657169967889786, "loss_rpn_cls": 0.015924246050417423, "loss_rpn_loc": 0.046678319573402405, "lr": 0.0025, "roi_head/num_bg_samples": 108.83333333333334, "roi_head/num_fg_samples": 19.166666666666664, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.104231819999768, "total_loss": 0.26537765469402075}
{"data_time": 0.0028380699986882973, "eta_seconds": 17600.044466301664, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.05718395272896906, "fast_rcnn/fg_cls_accuracy": 0.942816047271031, "iteration": 6519, "loss_box_reg": 0.14655332267284393, "loss_cls": 0.04532422870397568, "loss_rpn_cls": 0.016134549863636494, "loss_rpn_loc": 0.05291493982076645, "lr": 0.0025, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.071892635999575, "total_loss": 0.2999761076644063}
{"data_time": 0.002912402499532618, "eta_seconds": 17551.329882259583, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.025834260289210233, "fast_rcnn/fg_cls_accuracy": 0.9741657397107898, "iteration": 6539, "loss_box_reg": 0.12841485440731049, "loss_cls": 0.047605326399207115, "loss_rpn_cls": 0.016177370212972164, "loss_rpn_loc": 0.04557762108743191, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0843058445007046, "total_loss": 0.26262905448675156}
{"data_time": 0.0030789824995736126, "eta_seconds": 17528.579194573842, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03867980884109916, "fast_rcnn/fg_cls_accuracy": 0.9613201911589009, "iteration": 6559, "loss_box_reg": 0.1213231235742569, "loss_cls": 0.04113614000380039, "loss_rpn_cls": 0.018594006076455116, "loss_rpn_loc": 0.06840386986732483, "lr": 0.0025, "roi_head/num_bg_samples": 114.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 2.1630958534988167, "total_loss": 0.28686850098893046}
{"data_time": 0.003221593500711606, "eta_seconds": 17489.1710962126, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.0415349238286864, "fast_rcnn/fg_cls_accuracy": 0.9584650761713136, "iteration": 6579, "loss_box_reg": 0.13492662459611893, "loss_cls": 0.04187135398387909, "loss_rpn_cls": 0.021926292218267918, "loss_rpn_loc": 0.06809190288186073, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 2.1683384395000758, "total_loss": 0.2894751369021833}
{"data_time": 0.0029920714996478637, "eta_seconds": 17453.289709257268, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.04739442946990117, "fast_rcnn/fg_cls_accuracy": 0.9526055705300989, "iteration": 6599, "loss_box_reg": 0.12713389098644257, "loss_cls": 0.043281156569719315, "loss_rpn_cls": 0.015041075646877289, "loss_rpn_loc": 0.04560604877769947, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.060199265501069, "total_loss": 0.2525825041811913}
{"data_time": 0.003207012500752171, "eta_seconds": 17401.721826377492, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.05887781469176818, "fast_rcnn/fg_cls_accuracy": 0.9411221853082319, "iteration": 6619, "loss_box_reg": 0.16021867841482162, "loss_cls": 0.05274002067744732, "loss_rpn_cls": 0.015726966317743063, "loss_rpn_loc": 0.04071086831390858, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.9965074589999858, "total_loss": 0.26428887294605374}
{"data_time": 0.0028270799994061235, "eta_seconds": 17356.275714765747, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.07149557060969255, "fast_rcnn/fg_cls_accuracy": 0.9285044293903075, "iteration": 6639, "loss_box_reg": 0.13960886746644974, "loss_cls": 0.04986060410737991, "loss_rpn_cls": 0.015356907621026039, "loss_rpn_loc": 0.04728350788354874, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.0974487815010434, "total_loss": 0.2605845695361495}
{"data_time": 0.0031768925000505988, "eta_seconds": 17314.75849023575, "fast_rcnn/cls_accuracy": 0.9837239583333334, "fast_rcnn/false_negative": 0.04954866562009419, "fast_rcnn/fg_cls_accuracy": 0.9504513343799058, "iteration": 6659, "loss_box_reg": 0.11239452660083771, "loss_cls": 0.04350077919661999, "loss_rpn_cls": 0.013658740557730198, "loss_rpn_loc": 0.03802982531487942, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 2.0669990050000706, "total_loss": 0.20793873630464077}
{"data_time": 0.0029704649996347143, "eta_seconds": 17277.14202568752, "fast_rcnn/cls_accuracy": 0.9798177083333333, "fast_rcnn/false_negative": 0.04883831199620673, "fast_rcnn/fg_cls_accuracy": 0.9511616880037932, "iteration": 6679, "loss_box_reg": 0.13991937041282654, "loss_cls": 0.04699723422527313, "loss_rpn_cls": 0.013478209730237722, "loss_rpn_loc": 0.038865793496370316, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.1192276354995556, "total_loss": 0.24801074713468552}
{"data_time": 0.002990540499922645, "eta_seconds": 17224.49028828716, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04620295698924731, "fast_rcnn/fg_cls_accuracy": 0.9537970430107527, "iteration": 6699, "loss_box_reg": 0.11559918522834778, "loss_cls": 0.037669647485017776, "loss_rpn_cls": 0.019458766095340252, "loss_rpn_loc": 0.04259349964559078, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0575679900002797, "total_loss": 0.2210689429193735}
{"data_time": 0.002875092000067525, "eta_seconds": 17166.103194012736, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.04257246376811594, "fast_rcnn/fg_cls_accuracy": 0.957427536231884, "iteration": 6719, "loss_box_reg": 0.11741326376795769, "loss_cls": 0.03780669718980789, "loss_rpn_cls": 0.01848576031625271, "loss_rpn_loc": 0.03776935860514641, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.0631188389997988, "total_loss": 0.22318505123257637}
{"data_time": 0.002931437998995534, "eta_seconds": 17129.38642320279, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.060990712074303406, "fast_rcnn/fg_cls_accuracy": 0.9390092879256966, "iteration": 6739, "loss_box_reg": 0.12903648614883423, "loss_cls": 0.0423762034624815, "loss_rpn_cls": 0.017422445118427277, "loss_rpn_loc": 0.04845219478011131, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666667, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.102270622499418, "total_loss": 0.2591283991932869}
{"data_time": 0.003536115000315476, "eta_seconds": 17080.106566659324, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05694444444444444, "fast_rcnn/fg_cls_accuracy": 0.9430555555555555, "iteration": 6759, "loss_box_reg": 0.13101980835199356, "loss_cls": 0.04201913811266422, "loss_rpn_cls": 0.01322164572775364, "loss_rpn_loc": 0.035564372316002846, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333334, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.0064862874996834, "total_loss": 0.24841189244762063}
{"data_time": 0.002890986499551218, "eta_seconds": 17053.47866233968, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04993768915791348, "fast_rcnn/fg_cls_accuracy": 0.9500623108420865, "iteration": 6779, "loss_box_reg": 0.13624921441078186, "loss_cls": 0.044294705614447594, "loss_rpn_cls": 0.016094566322863102, "loss_rpn_loc": 0.05060484632849693, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.14747251999961, "total_loss": 0.25189368100836873}
{"data_time": 0.002814406000652525, "eta_seconds": 17032.26364565248, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.05861991120475581, "fast_rcnn/fg_cls_accuracy": 0.9413800887952442, "iteration": 6799, "loss_box_reg": 0.14431928098201752, "loss_cls": 0.0485440231859684, "loss_rpn_cls": 0.015777462627738714, "loss_rpn_loc": 0.046424562111496925, "lr": 0.0025, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.059199234499829, "total_loss": 0.2825850937515497}
{"data_time": 0.0028532760006783064, "eta_seconds": 16987.575029880576, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.046260928613869795, "fast_rcnn/fg_cls_accuracy": 0.9537390713861302, "iteration": 6819, "loss_box_reg": 0.13353360444307327, "loss_cls": 0.041761526837944984, "loss_rpn_cls": 0.020730244927108288, "loss_rpn_loc": 0.06500698626041412, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333334, "roi_head/num_fg_samples": 16.916666666666664, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.070809641500091, "total_loss": 0.26673416793346405}
{"data_time": 0.0028814290008085663, "eta_seconds": 16933.991716987293, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.046778303603931565, "fast_rcnn/fg_cls_accuracy": 0.9532216963960685, "iteration": 6839, "loss_box_reg": 0.1451323851943016, "loss_cls": 0.044400766491889954, "loss_rpn_cls": 0.017512141726911068, "loss_rpn_loc": 0.06171901524066925, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333333, "roi_head/num_fg_samples": 17.416666666666668, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.103499166999427, "total_loss": 0.254606646951288}
{"data_time": 0.002929384500021115, "eta_seconds": 16885.43144346418, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.023284147827264113, "fast_rcnn/fg_cls_accuracy": 0.9767158521727359, "iteration": 6859, "loss_box_reg": 0.13655966520309448, "loss_cls": 0.043021902441978455, "loss_rpn_cls": 0.02143392153084278, "loss_rpn_loc": 0.044680457562208176, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.0749971405002725, "total_loss": 0.24941374361515045}
{"data_time": 0.002708200999222754, "eta_seconds": 16843.94899304417, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.036461775721524564, "fast_rcnn/fg_cls_accuracy": 0.9635382242784755, "iteration": 6879, "loss_box_reg": 0.13249455392360687, "loss_cls": 0.04171847738325596, "loss_rpn_cls": 0.015026542823761702, "loss_rpn_loc": 0.04704393073916435, "lr": 0.0025, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.074819001999458, "total_loss": 0.2446760623715818}
{"data_time": 0.0030954724998082384, "eta_seconds": 16797.622492962815, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.0558641975308642, "fast_rcnn/fg_cls_accuracy": 0.9441358024691358, "iteration": 6899, "loss_box_reg": 0.14406883716583252, "loss_cls": 0.047757988795638084, "loss_rpn_cls": 0.015265411231666803, "loss_rpn_loc": 0.05268644168972969, "lr": 0.0025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 2.1402767304998633, "total_loss": 0.25567652005702257}
{"data_time": 0.003045347500119533, "eta_seconds": 16741.291099249072, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.035759897828863345, "fast_rcnn/fg_cls_accuracy": 0.9642401021711366, "iteration": 6919, "loss_box_reg": 0.1284152939915657, "loss_cls": 0.03888966888189316, "loss_rpn_cls": 0.01533740758895874, "loss_rpn_loc": 0.044450972229242325, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333333, "roi_head/num_fg_samples": 15.166666666666666, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.096550058498906, "total_loss": 0.23868615087121725}
{"data_time": 0.0027530729994396097, "eta_seconds": 16730.5669885704, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.045875420875420875, "fast_rcnn/fg_cls_accuracy": 0.9541245791245792, "iteration": 6939, "loss_box_reg": 0.12167153507471085, "loss_cls": 0.04005667380988598, "loss_rpn_cls": 0.01917763613164425, "loss_rpn_loc": 0.046126676723361015, "lr": 0.0025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.148731150000458, "total_loss": 0.25258628372102976}
{"data_time": 0.003076678000979882, "eta_seconds": 16702.976794894235, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.03908069251797104, "fast_rcnn/fg_cls_accuracy": 0.960919307482029, "iteration": 6959, "loss_box_reg": 0.10841221734881401, "loss_cls": 0.03923722729086876, "loss_rpn_cls": 0.017200235277414322, "loss_rpn_loc": 0.04310750029981136, "lr": 0.0025, "roi_head/num_bg_samples": 113.58333333333333, "roi_head/num_fg_samples": 14.416666666666666, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.1280802990004304, "total_loss": 0.20529842050746083}
{"data_time": 0.003361641000083182, "eta_seconds": 16666.00262237099, "fast_rcnn/cls_accuracy": 0.9830729166666667, "fast_rcnn/false_negative": 0.03801801801801802, "fast_rcnn/fg_cls_accuracy": 0.9619819819819819, "iteration": 6979, "loss_box_reg": 0.12170439586043358, "loss_cls": 0.04304912127554417, "loss_rpn_cls": 0.01375506166368723, "loss_rpn_loc": 0.045151930302381516, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.0558295595001255, "total_loss": 0.24862724263221025}
{"data_time": 0.0030693885000800947, "eta_seconds": 16624.446700110995, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.037980769230769235, "fast_rcnn/fg_cls_accuracy": 0.9620192307692308, "iteration": 6999, "loss_box_reg": 0.13217637687921524, "loss_cls": 0.03997097723186016, "loss_rpn_cls": 0.014355653896927834, "loss_rpn_loc": 0.042188819497823715, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.047550064500683, "total_loss": 0.25106148328632116}
{"data_time": 0.003132239000478876, "eta_seconds": 16591.0002280579, "fast_rcnn/cls_accuracy": 0.9876302083333333, "fast_rcnn/false_negative": 0.03305450620615219, "fast_rcnn/fg_cls_accuracy": 0.9669454937938478, "iteration": 7019, "loss_box_reg": 0.12366625666618347, "loss_cls": 0.03983163833618164, "loss_rpn_cls": 0.01800994575023651, "loss_rpn_loc": 0.042990390211343765, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.128988798500359, "total_loss": 0.23039693292230368}
{"data_time": 0.003045817000383977, "eta_seconds": 16559.624238062905, "fast_rcnn/cls_accuracy": 0.9791666666666666, "fast_rcnn/false_negative": 0.04457803992740472, "fast_rcnn/fg_cls_accuracy": 0.9554219600725953, "iteration": 7039, "loss_box_reg": 0.14323846995830536, "loss_cls": 0.048693545162677765, "loss_rpn_cls": 0.02139009814709425, "loss_rpn_loc": 0.054418426007032394, "lr": 0.0025, "roi_head/num_bg_samples": 109.16666666666667, "roi_head/num_fg_samples": 18.833333333333332, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.1118585329995767, "total_loss": 0.28463224321603775}
{"data_time": 0.003030298000339826, "eta_seconds": 16537.783693756457, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.046536796536796536, "fast_rcnn/fg_cls_accuracy": 0.9534632034632035, "iteration": 7059, "loss_box_reg": 0.11438784748315811, "loss_cls": 0.037252653390169144, "loss_rpn_cls": 0.016053782775998116, "loss_rpn_loc": 0.05476825684309006, "lr": 0.0025, "roi_head/num_bg_samples": 112.66666666666666, "roi_head/num_fg_samples": 15.333333333333332, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.0967718944993976, "total_loss": 0.23033707775175571}
{"data_time": 0.002969846499581763, "eta_seconds": 16505.870428122093, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03266946191474493, "fast_rcnn/fg_cls_accuracy": 0.967330538085255, "iteration": 7079, "loss_box_reg": 0.1307315081357956, "loss_cls": 0.04044463485479355, "loss_rpn_cls": 0.015092352405190468, "loss_rpn_loc": 0.04289812035858631, "lr": 0.0025, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.114507420001246, "total_loss": 0.24198108352720737}
{"data_time": 0.002702466999835451, "eta_seconds": 16454.480413596495, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.027046783625730993, "fast_rcnn/fg_cls_accuracy": 0.972953216374269, "iteration": 7099, "loss_box_reg": 0.1302838921546936, "loss_cls": 0.036807963624596596, "loss_rpn_cls": 0.01710590533912182, "loss_rpn_loc": 0.030212905257940292, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.0031388279994644, "total_loss": 0.2077766046859324}
{"data_time": 0.0030398364997381577, "eta_seconds": 16396.40302782523, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.053296131656105174, "fast_rcnn/fg_cls_accuracy": 0.9467038683438949, "iteration": 7119, "loss_box_reg": 0.12058696895837784, "loss_cls": 0.03609494864940643, "loss_rpn_cls": 0.01612491114065051, "loss_rpn_loc": 0.05485593341290951, "lr": 0.0025, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0585852325002634, "total_loss": 0.256367523688823}
{"data_time": 0.0030583924999518786, "eta_seconds": 16371.177133436535, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04280332948538794, "fast_rcnn/fg_cls_accuracy": 0.9571966705146121, "iteration": 7139, "loss_box_reg": 0.16026361286640167, "loss_cls": 0.04442600905895233, "loss_rpn_cls": 0.015840278938412666, "loss_rpn_loc": 0.042931875213980675, "lr": 0.0025, "roi_head/num_bg_samples": 108.58333333333334, "roi_head/num_fg_samples": 19.416666666666664, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.115344578499389, "total_loss": 0.2631462598219514}
{"data_time": 0.003000526499818079, "eta_seconds": 16322.18349069417, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.02808455565142364, "fast_rcnn/fg_cls_accuracy": 0.9719154443485764, "iteration": 7159, "loss_box_reg": 0.125564556568861, "loss_cls": 0.03634021058678627, "loss_rpn_cls": 0.011396938003599644, "loss_rpn_loc": 0.030201692134141922, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 2.0022015800004738, "total_loss": 0.231374045368284}
{"data_time": 0.002948850999928254, "eta_seconds": 16280.550577824142, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.04562803608605136, "fast_rcnn/fg_cls_accuracy": 0.9543719639139487, "iteration": 7179, "loss_box_reg": 0.11157312989234924, "loss_cls": 0.03873365558683872, "loss_rpn_cls": 0.015640482772141695, "loss_rpn_loc": 0.048093121498823166, "lr": 0.0025, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0744283890007864, "total_loss": 0.2288455399684608}
{"data_time": 0.00260718150093453, "eta_seconds": 16251.62511558906, "fast_rcnn/cls_accuracy": 0.9817708333333333, "fast_rcnn/false_negative": 0.050957481337228175, "fast_rcnn/fg_cls_accuracy": 0.9490425186627718, "iteration": 7199, "loss_box_reg": 0.12176335602998734, "loss_cls": 0.042699260637164116, "loss_rpn_cls": 0.016881417483091354, "loss_rpn_loc": 0.038931090384721756, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.1343901025002197, "total_loss": 0.22829315531998873}
{"data_time": 0.0025068579998333007, "eta_seconds": 16206.894185919395, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.03759398496240601, "fast_rcnn/fg_cls_accuracy": 0.9624060150375939, "iteration": 7219, "loss_box_reg": 0.13792899250984192, "loss_cls": 0.04272105172276497, "loss_rpn_cls": 0.01859484612941742, "loss_rpn_loc": 0.07220735773444176, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333332, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 2.0543047415003457, "total_loss": 0.26812377013266087}
{"data_time": 0.0027906339992114226, "eta_seconds": 16175.061060236461, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06190476190476191, "fast_rcnn/fg_cls_accuracy": 0.9380952380952381, "iteration": 7239, "loss_box_reg": 0.13957127928733826, "loss_cls": 0.047415152192115784, "loss_rpn_cls": 0.01225902745500207, "loss_rpn_loc": 0.045803215354681015, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0930058354997527, "total_loss": 0.2443561372347176}
{"data_time": 0.0030641074999948614, "eta_seconds": 16133.378130046443, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03921736158578264, "fast_rcnn/fg_cls_accuracy": 0.9607826384142173, "iteration": 7259, "loss_box_reg": 0.1151813417673111, "loss_cls": 0.036724649369716644, "loss_rpn_cls": 0.01928260549902916, "loss_rpn_loc": 0.04317093454301357, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666667, "roi_head/num_fg_samples": 14.833333333333334, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0755988854998577, "total_loss": 0.22654224233701825}
{"data_time": 0.0030564290000256733, "eta_seconds": 16080.381363756853, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03555672268907563, "fast_rcnn/fg_cls_accuracy": 0.9644432773109244, "iteration": 7279, "loss_box_reg": 0.13718217611312866, "loss_cls": 0.0373276062309742, "loss_rpn_cls": 0.015784694347530603, "loss_rpn_loc": 0.03653976880013943, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0389183549996233, "total_loss": 0.25117483362555504}
{"data_time": 0.0028534185003081802, "eta_seconds": 16038.727740226852, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04854826546003017, "fast_rcnn/fg_cls_accuracy": 0.9514517345399698, "iteration": 7299, "loss_box_reg": 0.12947896122932434, "loss_cls": 0.0413577388972044, "loss_rpn_cls": 0.01603926159441471, "loss_rpn_loc": 0.04232320934534073, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 2.0290589119995275, "total_loss": 0.230736646335572}
{"data_time": 0.00293997899916576, "eta_seconds": 15994.082532334989, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.05298245614035088, "fast_rcnn/fg_cls_accuracy": 0.9470175438596491, "iteration": 7319, "loss_box_reg": 0.11743634939193726, "loss_cls": 0.03939490765333176, "loss_rpn_cls": 0.015747174620628357, "loss_rpn_loc": 0.0491439625620842, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.0893441210000674, "total_loss": 0.22691504936665297}
{"data_time": 0.0025524894990667235, "eta_seconds": 15952.436698374997, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.05384057971014493, "fast_rcnn/fg_cls_accuracy": 0.9461594202898551, "iteration": 7339, "loss_box_reg": 0.1348312646150589, "loss_cls": 0.04091043397784233, "loss_rpn_cls": 0.014171861112117767, "loss_rpn_loc": 0.042018331587314606, "lr": 0.0025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.9816861330000393, "total_loss": 0.23119091987609863}
{"data_time": 0.003229055000701919, "eta_seconds": 15903.064961452039, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.03018018018018018, "fast_rcnn/fg_cls_accuracy": 0.9698198198198198, "iteration": 7359, "loss_box_reg": 0.12741373479366302, "loss_cls": 0.04184997081756592, "loss_rpn_cls": 0.01767885684967041, "loss_rpn_loc": 0.049615683034062386, "lr": 0.0025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.056809959999555, "total_loss": 0.24424541182816029}
{"data_time": 0.0029503595005735406, "eta_seconds": 15869.145030455013, "fast_rcnn/cls_accuracy": 0.9817708333333333, "fast_rcnn/false_negative": 0.05930963873043733, "fast_rcnn/fg_cls_accuracy": 0.9406903612695627, "iteration": 7379, "loss_box_reg": 0.12779252976179123, "loss_cls": 0.04136667028069496, "loss_rpn_cls": 0.016000552102923393, "loss_rpn_loc": 0.051146430894732475, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.1710503505000815, "total_loss": 0.23447366151958704}
{"data_time": 0.002809757999784779, "eta_seconds": 15824.969697717275, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.036057900667417875, "fast_rcnn/fg_cls_accuracy": 0.9639420993325821, "iteration": 7399, "loss_box_reg": 0.14116214215755463, "loss_cls": 0.0394675899296999, "loss_rpn_cls": 0.015798109583556652, "loss_rpn_loc": 0.024162260815501213, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 2.0033303049995084, "total_loss": 0.23034150153398514}
{"data_time": 0.002939591500762617, "eta_seconds": 15781.22171647599, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.056884292178409825, "fast_rcnn/fg_cls_accuracy": 0.9431157078215902, "iteration": 7419, "loss_box_reg": 0.13026108592748642, "loss_cls": 0.04517003148794174, "loss_rpn_cls": 0.01907408982515335, "loss_rpn_loc": 0.04097791016101837, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0221448330003113, "total_loss": 0.2694601295515895}
{"data_time": 0.0028630444994632853, "eta_seconds": 15744.207528575036, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.04486215538847117, "fast_rcnn/fg_cls_accuracy": 0.9551378446115288, "iteration": 7439, "loss_box_reg": 0.12928024679422379, "loss_cls": 0.040349410846829414, "loss_rpn_cls": 0.014339440502226353, "loss_rpn_loc": 0.045985911041498184, "lr": 0.0025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 2.1088956470002813, "total_loss": 0.245155549608171}
{"data_time": 0.002841290499418392, "eta_seconds": 15691.068494215484, "fast_rcnn/cls_accuracy": 0.9830729166666667, "fast_rcnn/false_negative": 0.030117753623188408, "fast_rcnn/fg_cls_accuracy": 0.9698822463768115, "iteration": 7459, "loss_box_reg": 0.1277744397521019, "loss_cls": 0.04552044905722141, "loss_rpn_cls": 0.015261730179190636, "loss_rpn_loc": 0.037683261558413506, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666667, "roi_head/num_fg_samples": 14.833333333333334, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0346360704998006, "total_loss": 0.2749965279363096}
{"data_time": 0.003089663000537257, "eta_seconds": 15647.513863593535, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.044806007509386736, "fast_rcnn/fg_cls_accuracy": 0.9551939924906132, "iteration": 7479, "loss_box_reg": 0.12294591590762138, "loss_cls": 0.038244955241680145, "loss_rpn_cls": 0.017196858301758766, "loss_rpn_loc": 0.047117048874497414, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.0867235300001994, "total_loss": 0.24765650276094675}
{"data_time": 0.003167494999615883, "eta_seconds": 15608.750826821917, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.030952002542911635, "fast_rcnn/fg_cls_accuracy": 0.9690479974570884, "iteration": 7499, "loss_box_reg": 0.11736219748854637, "loss_cls": 0.03304368816316128, "loss_rpn_cls": 0.016130118630826473, "loss_rpn_loc": 0.05519288592040539, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.1144192609999664, "total_loss": 0.23459913348779082}
{"data_time": 0.0029235285010145162, "eta_seconds": 15567.133040321925, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.03657461809635723, "fast_rcnn/fg_cls_accuracy": 0.9634253819036427, "iteration": 7519, "loss_box_reg": 0.12129981443285942, "loss_cls": 0.038485946133732796, "loss_rpn_cls": 0.015106986742466688, "loss_rpn_loc": 0.05014479346573353, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.0633131655004036, "total_loss": 0.25523543870076537}
{"data_time": 0.002924416999121604, "eta_seconds": 15518.958042061991, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03414705027608253, "fast_rcnn/fg_cls_accuracy": 0.9658529497239174, "iteration": 7539, "loss_box_reg": 0.11317047849297523, "loss_cls": 0.037513211369514465, "loss_rpn_cls": 0.013226861599832773, "loss_rpn_loc": 0.033320313319563866, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.038623266500508, "total_loss": 0.20587801886722445}
{"data_time": 0.003064205498958472, "eta_seconds": 15467.867425199698, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.0495842504279775, "fast_rcnn/fg_cls_accuracy": 0.9504157495720225, "iteration": 7559, "loss_box_reg": 0.12157071381807327, "loss_cls": 0.03517814353108406, "loss_rpn_cls": 0.015540720894932747, "loss_rpn_loc": 0.05238848179578781, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0428612699997757, "total_loss": 0.2286126292310655}
{"data_time": 0.0026889420005318243, "eta_seconds": 15415.272261131748, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.0390547263681592, "fast_rcnn/fg_cls_accuracy": 0.9609452736318408, "iteration": 7579, "loss_box_reg": 0.13546579331159592, "loss_cls": 0.04097443446516991, "loss_rpn_cls": 0.012564420700073242, "loss_rpn_loc": 0.03052026778459549, "lr": 0.0025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.056902950499534, "total_loss": 0.23017101641744375}
{"data_time": 0.0031036820000736043, "eta_seconds": 15376.095403473646, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.051065488565488565, "fast_rcnn/fg_cls_accuracy": 0.9489345114345114, "iteration": 7599, "loss_box_reg": 0.16425035893917084, "loss_cls": 0.0475949514657259, "loss_rpn_cls": 0.015199297107756138, "loss_rpn_loc": 0.045031195506453514, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0716652689989132, "total_loss": 0.2847348810173571}
{"data_time": 0.002627443499477522, "eta_seconds": 15338.815473509334, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.056116722783389444, "fast_rcnn/fg_cls_accuracy": 0.9438832772166106, "iteration": 7619, "loss_box_reg": 0.1285615898668766, "loss_cls": 0.051516296342015266, "loss_rpn_cls": 0.016230610199272633, "loss_rpn_loc": 0.05330418422818184, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.106691103499543, "total_loss": 0.2412002319470048}
{"data_time": 0.003076441499615612, "eta_seconds": 15286.89770741872, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.04383943147988092, "fast_rcnn/fg_cls_accuracy": 0.9561605685201191, "iteration": 7639, "loss_box_reg": 0.13523443043231964, "loss_cls": 0.045827316120266914, "loss_rpn_cls": 0.014308125711977482, "loss_rpn_loc": 0.049015484750270844, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0337987739994787, "total_loss": 0.27563356584869325}
{"data_time": 0.0030100359999778448, "eta_seconds": 15245.362867838721, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.04323821339950372, "fast_rcnn/fg_cls_accuracy": 0.9567617866004963, "iteration": 7659, "loss_box_reg": 0.10602725297212601, "loss_cls": 0.03177301958203316, "loss_rpn_cls": 0.01479577412828803, "loss_rpn_loc": 0.053830817341804504, "lr": 0.0025, "roi_head/num_bg_samples": 115.58333333333333, "roi_head/num_fg_samples": 12.416666666666666, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.0646063565000077, "total_loss": 0.2070252033881843}
{"data_time": 0.002952118000393966, "eta_seconds": 15188.110383012554, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03225806451612903, "fast_rcnn/fg_cls_accuracy": 0.967741935483871, "iteration": 7679, "loss_box_reg": 0.11959342658519745, "loss_cls": 0.03679949790239334, "loss_rpn_cls": 0.01737413927912712, "loss_rpn_loc": 0.06590383686125278, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 2.0636651900003926, "total_loss": 0.23322103591635823}
{"data_time": 0.0030123395008558873, "eta_seconds": 15161.261144868316, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.026580796252927398, "fast_rcnn/fg_cls_accuracy": 0.9734192037470726, "iteration": 7699, "loss_box_reg": 0.12615710496902466, "loss_cls": 0.041073234751820564, "loss_rpn_cls": 0.013341491110622883, "loss_rpn_loc": 0.03192790783941746, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.1260565305001364, "total_loss": 0.22376964520663023}
{"data_time": 0.0029990064995217836, "eta_seconds": 15111.536343714166, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04233870967741936, "fast_rcnn/fg_cls_accuracy": 0.9576612903225807, "iteration": 7719, "loss_box_reg": 0.1098036915063858, "loss_cls": 0.037342265248298645, "loss_rpn_cls": 0.01253252662718296, "loss_rpn_loc": 0.03263056371361017, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.9969783844999256, "total_loss": 0.21409985376521945}
{"data_time": 0.002895063999858394, "eta_seconds": 15075.917728695646, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04096989966555184, "fast_rcnn/fg_cls_accuracy": 0.9590301003344481, "iteration": 7739, "loss_box_reg": 0.12076647207140923, "loss_cls": 0.044047677889466286, "loss_rpn_cls": 0.013754885643720627, "loss_rpn_loc": 0.03866654448211193, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.1148273945000255, "total_loss": 0.23009089333936572}
{"data_time": 0.0029626460000145016, "eta_seconds": 15041.367260861742, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.036422578184591915, "fast_rcnn/fg_cls_accuracy": 0.9635774218154081, "iteration": 7759, "loss_box_reg": 0.09595907852053642, "loss_cls": 0.0342171099036932, "loss_rpn_cls": 0.016789356246590614, "loss_rpn_loc": 0.05976044945418835, "lr": 0.0025, "roi_head/num_bg_samples": 113.58333333333334, "roi_head/num_fg_samples": 14.416666666666668, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.144626800500191, "total_loss": 0.2176826256327331}
{"data_time": 0.0031528455001534894, "eta_seconds": 14987.007820074165, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.035623732251521295, "fast_rcnn/fg_cls_accuracy": 0.9643762677484787, "iteration": 7779, "loss_box_reg": 0.11920494586229324, "loss_cls": 0.03578195162117481, "loss_rpn_cls": 0.01684598345309496, "loss_rpn_loc": 0.04534618370234966, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0510035739998784, "total_loss": 0.2245930628851056}
{"data_time": 0.0032195184994634474, "eta_seconds": 14927.695013459004, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.026515151515151516, "fast_rcnn/fg_cls_accuracy": 0.9734848484848485, "iteration": 7799, "loss_box_reg": 0.10489873960614204, "loss_cls": 0.03103830199688673, "loss_rpn_cls": 0.012998498976230621, "loss_rpn_loc": 0.0283783208578825, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.0174620090001554, "total_loss": 0.18007241608574986}
{"data_time": 0.002843289500560786, "eta_seconds": 14909.814792695694, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.03787878787878787, "fast_rcnn/fg_cls_accuracy": 0.9621212121212122, "iteration": 7819, "loss_box_reg": 0.11392614617943764, "loss_cls": 0.03853086940944195, "loss_rpn_cls": 0.01361959706991911, "loss_rpn_loc": 0.030472044833004475, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.134631107000132, "total_loss": 0.20812294632196426}
{"data_time": 0.0029899590008426458, "eta_seconds": 14862.479296434163, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.029921782762691855, "fast_rcnn/fg_cls_accuracy": 0.9700782172373081, "iteration": 7839, "loss_box_reg": 0.13072774559259415, "loss_cls": 0.040342679247260094, "loss_rpn_cls": 0.014676508959382772, "loss_rpn_loc": 0.05171259120106697, "lr": 0.0025, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.072583758998917, "total_loss": 0.24561991426162422}
{"data_time": 0.0026623140001902357, "eta_seconds": 14808.592203993738, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04255396204548747, "fast_rcnn/fg_cls_accuracy": 0.9574460379545126, "iteration": 7859, "loss_box_reg": 0.13016076385974884, "loss_cls": 0.04026508331298828, "loss_rpn_cls": 0.014321574475616217, "loss_rpn_loc": 0.0413492638617754, "lr": 0.0025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.996375798500594, "total_loss": 0.24383589997887611}
{"data_time": 0.0028977399997529574, "eta_seconds": 14764.36271389425, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.033006033360936944, "fast_rcnn/fg_cls_accuracy": 0.966993966639063, "iteration": 7879, "loss_box_reg": 0.12569879367947578, "loss_cls": 0.04135323688387871, "loss_rpn_cls": 0.016283877659589052, "loss_rpn_loc": 0.043825577944517136, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.059565969000687, "total_loss": 0.2440617075189948}
{"data_time": 0.002933346999270725, "eta_seconds": 14701.557860200905, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03918195718654434, "fast_rcnn/fg_cls_accuracy": 0.9608180428134556, "iteration": 7899, "loss_box_reg": 0.11349640041589737, "loss_cls": 0.037286071106791496, "loss_rpn_cls": 0.012079813983291388, "loss_rpn_loc": 0.03081885166466236, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 2.009258657497412, "total_loss": 0.2138581844046712}
{"data_time": 0.00282000949846406, "eta_seconds": 14661.67795575504, "fast_rcnn/cls_accuracy": 0.9850260416666666, "fast_rcnn/false_negative": 0.03604118993135011, "fast_rcnn/fg_cls_accuracy": 0.9639588100686498, "iteration": 7919, "loss_box_reg": 0.11672933772206306, "loss_cls": 0.03603694587945938, "loss_rpn_cls": 0.01317693293094635, "loss_rpn_loc": 0.03902624920010567, "lr": 0.0025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.082360056499965, "total_loss": 0.20056680962443352}
{"data_time": 0.002983128000778379, "eta_seconds": 14620.266635445041, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.04013781993914445, "fast_rcnn/fg_cls_accuracy": 0.9598621800608556, "iteration": 7939, "loss_box_reg": 0.11515002325177193, "loss_cls": 0.04038785584270954, "loss_rpn_cls": 0.017173660919070244, "loss_rpn_loc": 0.03449494577944279, "lr": 0.0025, "roi_head/num_bg_samples": 113.33333333333333, "roi_head/num_fg_samples": 14.666666666666666, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.0836366009989433, "total_loss": 0.20876283012330532}
{"data_time": 0.002938012999948114, "eta_seconds": 14568.92749458271, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.0641025641025641, "fast_rcnn/fg_cls_accuracy": 0.9358974358974359, "iteration": 7959, "loss_box_reg": 0.11425494030117989, "loss_cls": 0.04480825364589691, "loss_rpn_cls": 0.016479196958243847, "loss_rpn_loc": 0.058312926441431046, "lr": 0.0025, "roi_head/num_bg_samples": 111.91666666666666, "roi_head/num_fg_samples": 16.083333333333336, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 2.0592074900014268, "total_loss": 0.23281527031213045}
{"data_time": 0.0026460589997441275, "eta_seconds": 14516.14573516312, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.029273504273504274, "fast_rcnn/fg_cls_accuracy": 0.9707264957264957, "iteration": 7979, "loss_box_reg": 0.1106545552611351, "loss_cls": 0.03389623388648033, "loss_rpn_cls": 0.01692958641797304, "loss_rpn_loc": 0.04526572488248348, "lr": 0.0025, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.0091860119991907, "total_loss": 0.22674215957522392}
{"data_time": 0.002817297001456609, "eta_seconds": 14480.216659415972, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.04245565675934804, "fast_rcnn/fg_cls_accuracy": 0.957544343240652, "iteration": 7999, "loss_box_reg": 0.12150471657514572, "loss_cls": 0.039139313623309135, "loss_rpn_cls": 0.012984511908143759, "loss_rpn_loc": 0.05003402754664421, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.029346691500905, "total_loss": 0.2203758666291833}
{"data_time": 0.0028681209987553302, "eta_seconds": 14419.612113916259, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.023840997072986498, "fast_rcnn/fg_cls_accuracy": 0.9761590029270135, "iteration": 8019, "loss_box_reg": 0.12268064543604851, "loss_cls": 0.033120326697826385, "loss_rpn_cls": 0.012639987748116255, "loss_rpn_loc": 0.03910273499786854, "lr": 0.0025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.0374126919996343, "total_loss": 0.23612042516469955}
{"data_time": 0.0032493490016349824, "eta_seconds": 14382.270205721932, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.02784597493216178, "fast_rcnn/fg_cls_accuracy": 0.9721540250678382, "iteration": 8039, "loss_box_reg": 0.1083243265748024, "loss_cls": 0.03089594654738903, "loss_rpn_cls": 0.014347667340189219, "loss_rpn_loc": 0.048273053020238876, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.1381235159988137, "total_loss": 0.21606117067858577}
{"data_time": 0.0030519804986397503, "eta_seconds": 14329.819524764094, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.050706033376123234, "fast_rcnn/fg_cls_accuracy": 0.9492939666238767, "iteration": 8059, "loss_box_reg": 0.11515910178422928, "loss_cls": 0.04060248099267483, "loss_rpn_cls": 0.012281589210033417, "loss_rpn_loc": 0.04886915162205696, "lr": 0.0025, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.070829413501997, "total_loss": 0.22454363363794982}
{"data_time": 0.0029171360001782887, "eta_seconds": 14288.864109775997, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04873949579831933, "fast_rcnn/fg_cls_accuracy": 0.9512605042016806, "iteration": 8079, "loss_box_reg": 0.12539562955498695, "loss_cls": 0.03756120055913925, "loss_rpn_cls": 0.014836275950074196, "loss_rpn_loc": 0.04171975515782833, "lr": 0.0025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 2.133666126501339, "total_loss": 0.2414846105966717}
{"data_time": 0.002839536498868256, "eta_seconds": 14258.302929131885, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.047935779816513764, "fast_rcnn/fg_cls_accuracy": 0.9520642201834862, "iteration": 8099, "loss_box_reg": 0.1099526658654213, "loss_cls": 0.03142439853399992, "loss_rpn_cls": 0.015757067129015923, "loss_rpn_loc": 0.04900789074599743, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 2.112802070500038, "total_loss": 0.2228184377308935}
{"data_time": 0.0027410689999669557, "eta_seconds": 14216.98050360187, "fast_rcnn/cls_accuracy": 0.9811197916666667, "fast_rcnn/false_negative": 0.036375661375661374, "fast_rcnn/fg_cls_accuracy": 0.9636243386243386, "iteration": 8119, "loss_box_reg": 0.13441795855760574, "loss_cls": 0.05000471882522106, "loss_rpn_cls": 0.015682078897953033, "loss_rpn_loc": 0.03920364007353783, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.0367637859999377, "total_loss": 0.24519222136586905}
{"data_time": 0.003235883999877842, "eta_seconds": 14159.230031053512, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.040164513848724374, "fast_rcnn/fg_cls_accuracy": 0.9598354861512757, "iteration": 8139, "loss_box_reg": 0.12739639729261398, "loss_cls": 0.036223338916897774, "loss_rpn_cls": 0.015130249783396721, "loss_rpn_loc": 0.037205200642347336, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.0322435364996636, "total_loss": 0.22643784433603287}
{"data_time": 0.0032651724977768026, "eta_seconds": 14122.137745919794, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.04053236539624924, "fast_rcnn/fg_cls_accuracy": 0.9594676346037507, "iteration": 8159, "loss_box_reg": 0.11904803663492203, "loss_cls": 0.03627774119377136, "loss_rpn_cls": 0.016772979870438576, "loss_rpn_loc": 0.037337472662329674, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.04896467350045, "total_loss": 0.22477145120501518}
{"data_time": 0.002609225000924198, "eta_seconds": 14079.117680204268, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.04945054945054945, "fast_rcnn/fg_cls_accuracy": 0.9505494505494505, "iteration": 8179, "loss_box_reg": 0.11911723390221596, "loss_cls": 0.03804256580770016, "loss_rpn_cls": 0.014449742622673512, "loss_rpn_loc": 0.04336931370198727, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.027307844000461, "total_loss": 0.23719498398713768}
{"data_time": 0.003016257000126643, "eta_seconds": 14034.994057429623, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.029736656062212798, "fast_rcnn/fg_cls_accuracy": 0.9702633439377872, "iteration": 8199, "loss_box_reg": 0.11894281953573227, "loss_cls": 0.035311635583639145, "loss_rpn_cls": 0.014609046746045351, "loss_rpn_loc": 0.04455343633890152, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.089281176999066, "total_loss": 0.23223589872941375}
{"data_time": 0.0028716345004795585, "eta_seconds": 13993.166399565012, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.03160856134157105, "fast_rcnn/fg_cls_accuracy": 0.9683914386584289, "iteration": 8219, "loss_box_reg": 0.10931806266307831, "loss_cls": 0.03755246475338936, "loss_rpn_cls": 0.01623514760285616, "loss_rpn_loc": 0.038873059675097466, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0592638995003654, "total_loss": 0.21616579871624708}
{"data_time": 0.002858939998986898, "eta_seconds": 13951.894709845015, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.030520553604627142, "fast_rcnn/fg_cls_accuracy": 0.9694794463953729, "iteration": 8239, "loss_box_reg": 0.1241743415594101, "loss_cls": 0.037320397794246674, "loss_rpn_cls": 0.01179384347051382, "loss_rpn_loc": 0.04234304651618004, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666667, "roi_head/num_fg_samples": 17.333333333333332, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.0910075294996204, "total_loss": 0.21498782420530915}
{"data_time": 0.002672885500942357, "eta_seconds": 13904.204502830238, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.04930646957578212, "fast_rcnn/fg_cls_accuracy": 0.9506935304242179, "iteration": 8259, "loss_box_reg": 0.11148825287818909, "loss_cls": 0.033361898735165596, "loss_rpn_cls": 0.015722547192126513, "loss_rpn_loc": 0.06245588883757591, "lr": 0.0025, "roi_head/num_bg_samples": 113.91666666666667, "roi_head/num_fg_samples": 14.083333333333334, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.0435809824994067, "total_loss": 0.23892800556495786}
{"data_time": 0.002763247499387944, "eta_seconds": 13860.519432331668, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.03850991417579165, "fast_rcnn/fg_cls_accuracy": 0.9614900858242084, "iteration": 8279, "loss_box_reg": 0.10451996326446533, "loss_cls": 0.028394673950970173, "loss_rpn_cls": 0.015374475158751011, "loss_rpn_loc": 0.03733216971158981, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0345743494999624, "total_loss": 0.20151789486408234}
{"data_time": 0.002840925499185687, "eta_seconds": 13831.427587604281, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0459242855636402, "fast_rcnn/fg_cls_accuracy": 0.9540757144363599, "iteration": 8299, "loss_box_reg": 0.09126738086342812, "loss_cls": 0.03028993960469961, "loss_rpn_cls": 0.012641503009945154, "loss_rpn_loc": 0.03226207010447979, "lr": 0.0025, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 2.12419696500001, "total_loss": 0.17135264771059155}
{"data_time": 0.002961720500024967, "eta_seconds": 13787.3541093497, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.025733137829912024, "fast_rcnn/fg_cls_accuracy": 0.9742668621700881, "iteration": 8319, "loss_box_reg": 0.09974860399961472, "loss_cls": 0.0318188089877367, "loss_rpn_cls": 0.01594197517260909, "loss_rpn_loc": 0.03200143948197365, "lr": 0.0025, "roi_head/num_bg_samples": 113.16666666666666, "roi_head/num_fg_samples": 14.833333333333332, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0525258885027142, "total_loss": 0.20908666914328933}
{"data_time": 0.003068548499868484, "eta_seconds": 13751.886019356263, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.02735431522006393, "fast_rcnn/fg_cls_accuracy": 0.9726456847799361, "iteration": 8339, "loss_box_reg": 0.12177745252847672, "loss_cls": 0.0380681362003088, "loss_rpn_cls": 0.013698818162083626, "loss_rpn_loc": 0.03764340840280056, "lr": 0.0025, "roi_head/num_bg_samples": 109.08333333333334, "roi_head/num_fg_samples": 18.916666666666664, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.1312511434989574, "total_loss": 0.21583841647952795}
{"data_time": 0.0026870550009334693, "eta_seconds": 13710.785515535674, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.024195121951219513, "fast_rcnn/fg_cls_accuracy": 0.9758048780487805, "iteration": 8359, "loss_box_reg": 0.10452057421207428, "loss_cls": 0.03154824115335941, "loss_rpn_cls": 0.013837407808750868, "loss_rpn_loc": 0.03542632795870304, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.0822259284996107, "total_loss": 0.2100426573306322}
{"data_time": 0.0028388344999257242, "eta_seconds": 13661.141074181876, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.03509041939207387, "fast_rcnn/fg_cls_accuracy": 0.9649095806079261, "iteration": 8379, "loss_box_reg": 0.13394695520401, "loss_cls": 0.03882947750389576, "loss_rpn_cls": 0.013525392394512892, "loss_rpn_loc": 0.0419098362326622, "lr": 0.0025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.0071787764991313, "total_loss": 0.24501585005782545}
{"data_time": 0.002917459501986741, "eta_seconds": 13621.990106920846, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03870084619213539, "fast_rcnn/fg_cls_accuracy": 0.9612991538078646, "iteration": 8399, "loss_box_reg": 0.1145358718931675, "loss_cls": 0.03776553086936474, "loss_rpn_cls": 0.015069734305143356, "loss_rpn_loc": 0.04555282182991505, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0297606130006898, "total_loss": 0.22135524824261665}
{"data_time": 0.0028503609992185375, "eta_seconds": 13578.608882221859, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.031283422459893045, "fast_rcnn/fg_cls_accuracy": 0.968716577540107, "iteration": 8419, "loss_box_reg": 0.11377597972750664, "loss_cls": 0.03802462853491306, "loss_rpn_cls": 0.01567026972770691, "loss_rpn_loc": 0.05704532749950886, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.023832330502046, "total_loss": 0.21530020702630281}
{"data_time": 0.003121396501228446, "eta_seconds": 13537.34278624185, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03473895582329317, "fast_rcnn/fg_cls_accuracy": 0.9652610441767069, "iteration": 8439, "loss_box_reg": 0.10396768152713776, "loss_cls": 0.03476051054894924, "loss_rpn_cls": 0.012616076041013002, "loss_rpn_loc": 0.04848249815404415, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0822390999983327, "total_loss": 0.19430260453373194}
{"data_time": 0.0026700589987740386, "eta_seconds": 13504.14148815633, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.052305449243666854, "fast_rcnn/fg_cls_accuracy": 0.9476945507563332, "iteration": 8459, "loss_box_reg": 0.13221782445907593, "loss_cls": 0.037857910618186, "loss_rpn_cls": 0.011118526570498943, "loss_rpn_loc": 0.03601984493434429, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.1064117589994567, "total_loss": 0.2159936628304422}
{"data_time": 0.0025746964984136866, "eta_seconds": 13464.164919876068, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0353461738677772, "fast_rcnn/fg_cls_accuracy": 0.9646538261322228, "iteration": 8479, "loss_box_reg": 0.10444972664117813, "loss_cls": 0.031201892532408237, "loss_rpn_cls": 0.013791161589324474, "loss_rpn_loc": 0.051430102437734604, "lr": 0.0025, "roi_head/num_bg_samples": 114.08333333333334, "roi_head/num_fg_samples": 13.916666666666668, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.1097847425007785, "total_loss": 0.22180490475147963}
{"data_time": 0.0031570784994983114, "eta_seconds": 13424.22699025874, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.04146079484425349, "fast_rcnn/fg_cls_accuracy": 0.9585392051557464, "iteration": 8499, "loss_box_reg": 0.10865869000554085, "loss_cls": 0.03587687946856022, "loss_rpn_cls": 0.021693234331905842, "loss_rpn_loc": 0.06071567349135876, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333333, "roi_head/num_fg_samples": 17.416666666666668, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.121014827500403, "total_loss": 0.23165922239422798}
{"data_time": 0.0029368055002123583, "eta_seconds": 13382.928030128733, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.037337662337662336, "fast_rcnn/fg_cls_accuracy": 0.9626623376623377, "iteration": 8519, "loss_box_reg": 0.12653052434325218, "loss_cls": 0.035378117114305496, "loss_rpn_cls": 0.014938180800527334, "loss_rpn_loc": 0.04315596632659435, "lr": 0.0025, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0667326509992563, "total_loss": 0.25319501757621765}
{"data_time": 0.003115656498266617, "eta_seconds": 13349.209567471542, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04423264907135875, "fast_rcnn/fg_cls_accuracy": 0.9557673509286413, "iteration": 8539, "loss_box_reg": 0.11829666048288345, "loss_cls": 0.038397422060370445, "loss_rpn_cls": 0.01296397764235735, "loss_rpn_loc": 0.05053791031241417, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.077111580998462, "total_loss": 0.2403846716042608}
{"data_time": 0.0029982060004840605, "eta_seconds": 13308.29612934146, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.04880952380952381, "fast_rcnn/fg_cls_accuracy": 0.9511904761904761, "iteration": 8559, "loss_box_reg": 0.11299943178892136, "loss_cls": 0.03318388480693102, "loss_rpn_cls": 0.012881666887551546, "loss_rpn_loc": 0.04330391064286232, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.066833670498454, "total_loss": 0.21364515833556652}
{"data_time": 0.0031399104973388603, "eta_seconds": 13271.458831508971, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.041322901849217636, "fast_rcnn/fg_cls_accuracy": 0.9586770981507824, "iteration": 8579, "loss_box_reg": 0.11320245265960693, "loss_cls": 0.03312918543815613, "loss_rpn_cls": 0.012340105138719082, "loss_rpn_loc": 0.045891255140304565, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666667, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.125128091998704, "total_loss": 0.1986803957261145}
{"data_time": 0.003195019498889451, "eta_seconds": 13225.648738381413, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.020835594139989148, "fast_rcnn/fg_cls_accuracy": 0.9791644058600109, "iteration": 8599, "loss_box_reg": 0.12834732979536057, "loss_cls": 0.03410257399082184, "loss_rpn_cls": 0.014138671569526196, "loss_rpn_loc": 0.061115559190511703, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 2.0475163839982997, "total_loss": 0.2430177628993988}
{"data_time": 0.00301505049901607, "eta_seconds": 13182.118588817611, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.03716060745513115, "fast_rcnn/fg_cls_accuracy": 0.9628393925448688, "iteration": 8619, "loss_box_reg": 0.1164819523692131, "loss_cls": 0.03940802626311779, "loss_rpn_cls": 0.013968940824270248, "loss_rpn_loc": 0.04175588674843311, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.06233936299941, "total_loss": 0.23086216114461422}
{"data_time": 0.002909340500991675, "eta_seconds": 13153.671667292921, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05135531135531135, "fast_rcnn/fg_cls_accuracy": 0.9486446886446886, "iteration": 8639, "loss_box_reg": 0.12324445694684982, "loss_cls": 0.0396957378834486, "loss_rpn_cls": 0.013956783339381218, "loss_rpn_loc": 0.050758857280015945, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.093783900500057, "total_loss": 0.25860227923840284}
{"data_time": 0.0029626539999298984, "eta_seconds": 13112.314422622923, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04196009389671361, "fast_rcnn/fg_cls_accuracy": 0.9580399061032864, "iteration": 8659, "loss_box_reg": 0.12178164720535278, "loss_cls": 0.05124505236744881, "loss_rpn_cls": 0.016623925417661667, "loss_rpn_loc": 0.06063665822148323, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 2.060839126499559, "total_loss": 0.2697456004098058}
{"data_time": 0.0029628329975821543, "eta_seconds": 13070.957177952925, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03864824495892457, "fast_rcnn/fg_cls_accuracy": 0.9613517550410755, "iteration": 8679, "loss_box_reg": 0.1061244010925293, "loss_cls": 0.03567596524953842, "loss_rpn_cls": 0.0114086982794106, "loss_rpn_loc": 0.03576397895812988, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 2.005075986500742, "total_loss": 0.18093494093045592}
{"data_time": 0.0030347690008056816, "eta_seconds": 13011.23738895867, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.031088917525773196, "fast_rcnn/fg_cls_accuracy": 0.9689110824742269, "iteration": 8699, "loss_box_reg": 0.10118590295314789, "loss_cls": 0.03412529267370701, "loss_rpn_cls": 0.013887970242649317, "loss_rpn_loc": 0.043638575822114944, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.0387441939983546, "total_loss": 0.2192505244165659}
{"data_time": 0.0031008585028757807, "eta_seconds": 12977.51032507516, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.033975464826528655, "fast_rcnn/fg_cls_accuracy": 0.9660245351734713, "iteration": 8719, "loss_box_reg": 0.12508390843868256, "loss_cls": 0.03386924788355827, "loss_rpn_cls": 0.012235058005899191, "loss_rpn_loc": 0.051584625616669655, "lr": 0.0025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 2.0633609104988864, "total_loss": 0.22714151348918676}
{"data_time": 0.003222567002012511, "eta_seconds": 12930.843547318143, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.04640396210163652, "fast_rcnn/fg_cls_accuracy": 0.9535960378983634, "iteration": 8739, "loss_box_reg": 0.10639673098921776, "loss_cls": 0.032781243324279785, "loss_rpn_cls": 0.014433118049055338, "loss_rpn_loc": 0.03441253490746021, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.123087312998905, "total_loss": 0.18741425732150674}
{"data_time": 0.0031046834992594086, "eta_seconds": 12894.86418385513, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.03354138551506973, "fast_rcnn/fg_cls_accuracy": 0.9664586144849303, "iteration": 8759, "loss_box_reg": 0.09324198216199875, "loss_cls": 0.03168878331780434, "loss_rpn_cls": 0.010534903034567833, "loss_rpn_loc": 0.04113010689616203, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.133196782500818, "total_loss": 0.16932881902903318}
{"data_time": 0.0031035454994707834, "eta_seconds": 12853.541113245115, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.038150604051230816, "fast_rcnn/fg_cls_accuracy": 0.9618493959487692, "iteration": 8779, "loss_box_reg": 0.11410021036863327, "loss_cls": 0.03361453860998154, "loss_rpn_cls": 0.016281358897686005, "loss_rpn_loc": 0.056423574686050415, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.0539911034993565, "total_loss": 0.21571027021855116}
{"data_time": 0.0029183765000198036, "eta_seconds": 12814.65578286199, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.046097285067873306, "fast_rcnn/fg_cls_accuracy": 0.9539027149321266, "iteration": 8799, "loss_box_reg": 0.10616026446223259, "loss_cls": 0.037703800946474075, "loss_rpn_cls": 0.014611013233661652, "loss_rpn_loc": 0.04828239046037197, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0410333615000127, "total_loss": 0.20523523446172476}
{"data_time": 0.00304845199934789, "eta_seconds": 12759.160448600034, "fast_rcnn/cls_accuracy": 0.9869791666666667, "fast_rcnn/false_negative": 0.03436578171091445, "fast_rcnn/fg_cls_accuracy": 0.9656342182890856, "iteration": 8819, "loss_box_reg": 0.11440035328269005, "loss_cls": 0.031806450337171555, "loss_rpn_cls": 0.013364920858293772, "loss_rpn_loc": 0.03329777158796787, "lr": 0.0025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.0130551560014283, "total_loss": 0.19978480460122228}
{"data_time": 0.0027568184996198397, "eta_seconds": 12722.144668048622, "fast_rcnn/cls_accuracy": 0.9876302083333333, "fast_rcnn/false_negative": 0.03191137566137566, "fast_rcnn/fg_cls_accuracy": 0.9680886243386243, "iteration": 8839, "loss_box_reg": 0.11797816306352615, "loss_cls": 0.03473110869526863, "loss_rpn_cls": 0.013237747363746166, "loss_rpn_loc": 0.03825497254729271, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.0938856919983664, "total_loss": 0.22395749110728502}
{"data_time": 0.003062361000047531, "eta_seconds": 12690.662983801883, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04584304584304584, "fast_rcnn/fg_cls_accuracy": 0.9541569541569541, "iteration": 8859, "loss_box_reg": 0.10963490977883339, "loss_cls": 0.03724607825279236, "loss_rpn_cls": 0.011838688049465418, "loss_rpn_loc": 0.029120382852852345, "lr": 0.0025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.1078558289991634, "total_loss": 0.20825653104111552}
{"data_time": 0.0028194759997859364, "eta_seconds": 12658.058576838646, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.06330128205128205, "fast_rcnn/fg_cls_accuracy": 0.936698717948718, "iteration": 8879, "loss_box_reg": 0.10590145736932755, "loss_cls": 0.04235897585749626, "loss_rpn_cls": 0.016172897070646286, "loss_rpn_loc": 0.05444948375225067, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0884991369985073, "total_loss": 0.22420909255743027}
{"data_time": 0.0029230744985397905, "eta_seconds": 12617.732667275664, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.02771732172577135, "fast_rcnn/fg_cls_accuracy": 0.9722826782742287, "iteration": 8899, "loss_box_reg": 0.12111176922917366, "loss_cls": 0.033822886645793915, "loss_rpn_cls": 0.013793818652629852, "loss_rpn_loc": 0.0342915914952755, "lr": 0.0025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.964035632498053, "total_loss": 0.20712888753041625}
{"data_time": 0.002893171000323491, "eta_seconds": 12578.028346469164, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.044705294705294704, "fast_rcnn/fg_cls_accuracy": 0.9552947052947054, "iteration": 8919, "loss_box_reg": 0.1009463369846344, "loss_cls": 0.026817084290087223, "loss_rpn_cls": 0.014010825660079718, "loss_rpn_loc": 0.047312056645751, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333333, "roi_head/num_fg_samples": 15.166666666666666, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.1076198419996217, "total_loss": 0.19628898426890373}
{"data_time": 0.0029484305014193524, "eta_seconds": 12533.312997242949, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.029631255487269532, "fast_rcnn/fg_cls_accuracy": 0.9703687445127305, "iteration": 8939, "loss_box_reg": 0.10237176716327667, "loss_cls": 0.03455487824976444, "loss_rpn_cls": 0.012285402975976467, "loss_rpn_loc": 0.04460538551211357, "lr": 0.0025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.007856680000259, "total_loss": 0.1944559938274324}
{"data_time": 0.002754967497821781, "eta_seconds": 12493.061041121735, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04524979524979525, "fast_rcnn/fg_cls_accuracy": 0.9547502047502048, "iteration": 8959, "loss_box_reg": 0.10448391735553741, "loss_cls": 0.038375020027160645, "loss_rpn_cls": 0.012847541365772486, "loss_rpn_loc": 0.040094951167702675, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666667, "roi_head/num_fg_samples": 17.333333333333332, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.060602841000218, "total_loss": 0.2346306899562478}
{"data_time": 0.0026782059994729934, "eta_seconds": 12456.535433674044, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.021627308861351415, "fast_rcnn/fg_cls_accuracy": 0.9783726911386486, "iteration": 8979, "loss_box_reg": 0.10867034271359444, "loss_cls": 0.039594532921910286, "loss_rpn_cls": 0.013151675928384066, "loss_rpn_loc": 0.040117355063557625, "lr": 0.0025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.0676073579979857, "total_loss": 0.19898833136539906}
{"data_time": 0.0030358929998328676, "eta_seconds": 12420.661457281609, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.021832327723086693, "fast_rcnn/fg_cls_accuracy": 0.9781676722769133, "iteration": 8999, "loss_box_reg": 0.09992776438593864, "loss_cls": 0.031099094077944756, "loss_rpn_cls": 0.01383540639653802, "loss_rpn_loc": 0.04303612560033798, "lr": 0.0025, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.0682522139995854, "total_loss": 0.20432925457134843}
{"data_time": 0.003235340500395978, "eta_seconds": 12379.26615164161, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.013566961000735834, "fast_rcnn/fg_cls_accuracy": 0.9864330389992642, "iteration": 9019, "loss_box_reg": 0.1073499470949173, "loss_cls": 0.02634048368781805, "loss_rpn_cls": 0.012803205754607916, "loss_rpn_loc": 0.04030480422079563, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.0403240919986274, "total_loss": 0.18262286810204387}
{"data_time": 0.002934736499810242, "eta_seconds": 12326.526773892958, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.01899189918991899, "fast_rcnn/fg_cls_accuracy": 0.981008100810081, "iteration": 9039, "loss_box_reg": 0.10116812586784363, "loss_cls": 0.0310328034684062, "loss_rpn_cls": 0.01200944883748889, "loss_rpn_loc": 0.039194878190755844, "lr": 0.0025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0151153935003094, "total_loss": 0.18488986790180206}
{"data_time": 0.002966694499264122, "eta_seconds": 12285.16952922296, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.0346832397754611, "fast_rcnn/fg_cls_accuracy": 0.9653167602245389, "iteration": 9059, "loss_box_reg": 0.1097492203116417, "loss_cls": 0.02788284793496132, "loss_rpn_cls": 0.012471810448914766, "loss_rpn_loc": 0.05431443080306053, "lr": 0.0025, "roi_head/num_bg_samples": 112.83333333333334, "roi_head/num_fg_samples": 15.166666666666668, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.067454046500643, "total_loss": 0.2240869072265923}
{"data_time": 0.0030137514986563474, "eta_seconds": 12243.812284552962, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9666666666666667, "iteration": 9079, "loss_box_reg": 0.10755318775773048, "loss_cls": 0.033518536016345024, "loss_rpn_cls": 0.013711968436837196, "loss_rpn_loc": 0.06748960167169571, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.103411813499406, "total_loss": 0.22180799208581448}
{"data_time": 0.002776612000161549, "eta_seconds": 12203.104666218731, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.027146567115727965, "fast_rcnn/fg_cls_accuracy": 0.972853432884272, "iteration": 9099, "loss_box_reg": 0.116140466183424, "loss_cls": 0.03343844413757324, "loss_rpn_cls": 0.013998841401189566, "loss_rpn_loc": 0.041104624047875404, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666667, "roi_head/num_fg_samples": 16.583333333333332, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.123357099500936, "total_loss": 0.21606228407472372}
{"data_time": 0.0031726085016998695, "eta_seconds": 12162.721783384299, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.04016647309330236, "fast_rcnn/fg_cls_accuracy": 0.9598335269066977, "iteration": 9119, "loss_box_reg": 0.10067776963114738, "loss_cls": 0.03608855605125427, "loss_rpn_cls": 0.011214947793632746, "loss_rpn_loc": 0.028444715775549412, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 2.0755652349980664, "total_loss": 0.19044797285459936}
{"data_time": 0.0030249925002863165, "eta_seconds": 12121.359015884267, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03315018315018315, "fast_rcnn/fg_cls_accuracy": 0.9668498168498169, "iteration": 9139, "loss_box_reg": 0.11467351019382477, "loss_cls": 0.03451496362686157, "loss_rpn_cls": 0.013468245044350624, "loss_rpn_loc": 0.03704635985195637, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.0330038940010127, "total_loss": 0.21514902170747519}
{"data_time": 0.002796233500703238, "eta_seconds": 12079.026326958754, "fast_rcnn/cls_accuracy": 0.9830729166666666, "fast_rcnn/false_negative": 0.041694336400721, "fast_rcnn/fg_cls_accuracy": 0.958305663599279, "iteration": 9159, "loss_box_reg": 0.11574093624949455, "loss_cls": 0.0428212434053421, "loss_rpn_cls": 0.009721849113702774, "loss_rpn_loc": 0.03601577505469322, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.0293973419993563, "total_loss": 0.21691497438587248}
{"data_time": 0.0030283015003078617, "eta_seconds": 12038.091097561599, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.032312630117973626, "fast_rcnn/fg_cls_accuracy": 0.9676873698820263, "iteration": 9179, "loss_box_reg": 0.10772133618593216, "loss_cls": 0.0352680329233408, "loss_rpn_cls": 0.012130022514611483, "loss_rpn_loc": 0.03603282570838928, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0936069664985553, "total_loss": 0.21446468029171228}
{"data_time": 0.002862479999748757, "eta_seconds": 11982.25818075751, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.03140888961784484, "fast_rcnn/fg_cls_accuracy": 0.9685911103821552, "iteration": 9199, "loss_box_reg": 0.1125231459736824, "loss_cls": 0.03224126622080803, "loss_rpn_cls": 0.010120708495378494, "loss_rpn_loc": 0.030769322998821735, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666666, "roi_head/num_fg_samples": 15.583333333333332, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 2.055062175501007, "total_loss": 0.19822236616164446}
{"data_time": 0.0029907080006523756, "eta_seconds": 11955.90794588414, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.023684210526315787, "fast_rcnn/fg_cls_accuracy": 0.9763157894736842, "iteration": 9219, "loss_box_reg": 0.09934418648481369, "loss_cls": 0.03062230348587036, "loss_rpn_cls": 0.014374696183949709, "loss_rpn_loc": 0.03665829636156559, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666667, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.119200102999457, "total_loss": 0.18934108968824148}
{"data_time": 0.0029612705002364237, "eta_seconds": 11893.075123910136, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.03812741312741313, "fast_rcnn/fg_cls_accuracy": 0.9618725868725868, "iteration": 9239, "loss_box_reg": 0.10784211754798889, "loss_cls": 0.029870922677218914, "loss_rpn_cls": 0.013647114392369986, "loss_rpn_loc": 0.048629384487867355, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.007261949500389, "total_loss": 0.2255492676049471}
{"data_time": 0.003026767499250127, "eta_seconds": 11842.485166181603, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.045715778474399164, "fast_rcnn/fg_cls_accuracy": 0.9542842215256009, "iteration": 9259, "loss_box_reg": 0.09935903176665306, "loss_cls": 0.029400219209492207, "loss_rpn_cls": 0.01047586789354682, "loss_rpn_loc": 0.04322153702378273, "lr": 0.0025, "roi_head/num_bg_samples": 113.33333333333333, "roi_head/num_fg_samples": 14.666666666666666, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.0211951965011394, "total_loss": 0.19279587035998702}
{"data_time": 0.00360108949826099, "eta_seconds": 11808.418771049131, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.03392537694863276, "fast_rcnn/fg_cls_accuracy": 0.9660746230513673, "iteration": 9279, "loss_box_reg": 0.1069033034145832, "loss_cls": 0.027502579614520073, "loss_rpn_cls": 0.013378425501286983, "loss_rpn_loc": 0.04125124774873257, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333334, "roi_head/num_fg_samples": 16.416666666666664, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0410597899990535, "total_loss": 0.1969060970004648}
{"data_time": 0.003025621999768191, "eta_seconds": 11758.893369187743, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.027243589743589744, "fast_rcnn/fg_cls_accuracy": 0.9727564102564102, "iteration": 9299, "loss_box_reg": 0.10267267003655434, "loss_cls": 0.029978826642036438, "loss_rpn_cls": 0.010994880925863981, "loss_rpn_loc": 0.03769121132791042, "lr": 0.0025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0950127734995476, "total_loss": 0.19003270426765084}
{"data_time": 0.003035324500160641, "eta_seconds": 11717.641331407747, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.030952380952380953, "fast_rcnn/fg_cls_accuracy": 0.969047619047619, "iteration": 9319, "loss_box_reg": 0.0987081453204155, "loss_cls": 0.03245485574007034, "loss_rpn_cls": 0.01060732128098607, "loss_rpn_loc": 0.03879419155418873, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.055416030500055, "total_loss": 0.1737363743595779}
{"data_time": 0.0028371729986247374, "eta_seconds": 11671.326010325918, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.049520114355728, "fast_rcnn/fg_cls_accuracy": 0.950479885644272, "iteration": 9339, "loss_box_reg": 0.11621059849858284, "loss_cls": 0.03363334387540817, "loss_rpn_cls": 0.013243052177131176, "loss_rpn_loc": 0.03913562186062336, "lr": 0.0025, "roi_head/num_bg_samples": 112.41666666666667, "roi_head/num_fg_samples": 15.583333333333334, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.010151066999242, "total_loss": 0.19153731549158692}
{"data_time": 0.0026105570013896795, "eta_seconds": 11623.259490098628, "fast_rcnn/cls_accuracy": 0.9856770833333333, "fast_rcnn/false_negative": 0.036904761904761905, "fast_rcnn/fg_cls_accuracy": 0.9630952380952381, "iteration": 9359, "loss_box_reg": 0.10624219477176666, "loss_cls": 0.04084145650267601, "loss_rpn_cls": 0.01245211809873581, "loss_rpn_loc": 0.0451738890260458, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333334, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.036136255997917, "total_loss": 0.2160323141142726}
{"data_time": 0.002935732502010069, "eta_seconds": 11584.968940546265, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.046698970321017566, "fast_rcnn/fg_cls_accuracy": 0.9533010296789824, "iteration": 9379, "loss_box_reg": 0.12134496867656708, "loss_cls": 0.033786920830607414, "loss_rpn_cls": 0.011686487589031458, "loss_rpn_loc": 0.04473179578781128, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0582457605014497, "total_loss": 0.22514459351077676}
{"data_time": 0.0030293199997686315, "eta_seconds": 11551.197573975745, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.04279711336439207, "fast_rcnn/fg_cls_accuracy": 0.9572028866356079, "iteration": 9399, "loss_box_reg": 0.14201001822948456, "loss_cls": 0.04218159429728985, "loss_rpn_cls": 0.014450534246861935, "loss_rpn_loc": 0.04893617331981659, "lr": 0.0025, "roi_head/num_bg_samples": 108.83333333333334, "roi_head/num_fg_samples": 19.166666666666664, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.1059164969992707, "total_loss": 0.24667295999825}
{"data_time": 0.003241454000090016, "eta_seconds": 11514.826145917523, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.028474711270410194, "fast_rcnn/fg_cls_accuracy": 0.9715252887295898, "iteration": 9419, "loss_box_reg": 0.09711962193250656, "loss_cls": 0.034566810354590416, "loss_rpn_cls": 0.016154928132891655, "loss_rpn_loc": 0.05797982215881348, "lr": 0.0025, "roi_head/num_bg_samples": 113.33333333333334, "roi_head/num_fg_samples": 14.666666666666668, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 2.071897504500157, "total_loss": 0.21812234818935394}
{"data_time": 0.0030196440002328018, "eta_seconds": 11467.684736588748, "fast_rcnn/cls_accuracy": 0.9895833333333333, "fast_rcnn/false_negative": 0.03069213905418102, "fast_rcnn/fg_cls_accuracy": 0.969307860945819, "iteration": 9439, "loss_box_reg": 0.08915559574961662, "loss_cls": 0.029263234697282314, "loss_rpn_cls": 0.012419732753187418, "loss_rpn_loc": 0.03896098583936691, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0301099859989336, "total_loss": 0.1806709780357778}
{"data_time": 0.003166809499816736, "eta_seconds": 11425.599723375088, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.02623004235907462, "fast_rcnn/fg_cls_accuracy": 0.9737699576409253, "iteration": 9459, "loss_box_reg": 0.10076742991805077, "loss_cls": 0.02850989531725645, "loss_rpn_cls": 0.009621774312108755, "loss_rpn_loc": 0.03427129425108433, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.1056777575013257, "total_loss": 0.1753096686443314}
{"data_time": 0.002946090999103035, "eta_seconds": 11382.686963965623, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.03869047619047619, "fast_rcnn/fg_cls_accuracy": 0.9613095238095238, "iteration": 9479, "loss_box_reg": 0.11147581040859222, "loss_cls": 0.03403008542954922, "loss_rpn_cls": 0.015501865185797215, "loss_rpn_loc": 0.0405616145581007, "lr": 0.0025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 2.0727741244991194, "total_loss": 0.1948988395743072}
{"data_time": 0.002691597999728401, "eta_seconds": 11337.08344718347, "fast_rcnn/cls_accuracy": 0.9817708333333334, "fast_rcnn/false_negative": 0.04759233286582515, "fast_rcnn/fg_cls_accuracy": 0.9524076671341748, "iteration": 9499, "loss_box_reg": 0.1279914751648903, "loss_cls": 0.041662804782390594, "loss_rpn_cls": 0.01667781826108694, "loss_rpn_loc": 0.05261218175292015, "lr": 0.0025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.0731182459985575, "total_loss": 0.25877411430701613}
{"data_time": 0.0027315434999763966, "eta_seconds": 11295.865183423486, "fast_rcnn/cls_accuracy": 0.9856770833333333, "fast_rcnn/false_negative": 0.03939205955334987, "fast_rcnn/fg_cls_accuracy": 0.9606079404466501, "iteration": 9519, "loss_box_reg": 0.126523956656456, "loss_cls": 0.03269462659955025, "loss_rpn_cls": 0.0118618905544281, "loss_rpn_loc": 0.03847845271229744, "lr": 0.0025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.047880523998174, "total_loss": 0.21581946685910225}
{"data_time": 0.002902336500483216, "eta_seconds": 11251.016648921572, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.051503094606542885, "fast_rcnn/fg_cls_accuracy": 0.9484969053934571, "iteration": 9539, "loss_box_reg": 0.09701846167445183, "loss_cls": 0.034388938918709755, "loss_rpn_cls": 0.011023403145372868, "loss_rpn_loc": 0.04899230971932411, "lr": 0.0025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.0290720784996665, "total_loss": 0.18788103247061372}
{"data_time": 0.003101333000813611, "eta_seconds": 11206.996877006717, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.03894872572815534, "fast_rcnn/fg_cls_accuracy": 0.9610512742718447, "iteration": 9559, "loss_box_reg": 0.09886493533849716, "loss_cls": 0.027666259557008743, "loss_rpn_cls": 0.011675933375954628, "loss_rpn_loc": 0.0292695639654994, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 2.058048149499882, "total_loss": 0.18722013640217483}
{"data_time": 0.003034962001038366, "eta_seconds": 11164.391420930238, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.02519288301054952, "fast_rcnn/fg_cls_accuracy": 0.9727162734422263, "iteration": 9579, "loss_box_reg": 0.11433758586645126, "loss_cls": 0.03361900523304939, "loss_rpn_cls": 0.013946040533483028, "loss_rpn_loc": 0.03970911167562008, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666667, "roi_head/num_fg_samples": 17.333333333333332, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.031414726499861, "total_loss": 0.20517996372655034}
{"data_time": 0.002901627000028384, "eta_seconds": 11124.607633286763, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.030870445344129555, "fast_rcnn/fg_cls_accuracy": 0.9691295546558705, "iteration": 9599, "loss_box_reg": 0.1279033124446869, "loss_cls": 0.03565940633416176, "loss_rpn_cls": 0.013651454821228981, "loss_rpn_loc": 0.06098168157041073, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666667, "roi_head/num_fg_samples": 17.333333333333332, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 2.06645766100155, "total_loss": 0.22873192094266415}
{"data_time": 0.003032204500414082, "eta_seconds": 11086.196774921622, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.04562803608605136, "fast_rcnn/fg_cls_accuracy": 0.9543719639139487, "iteration": 9619, "loss_box_reg": 0.10278932005167007, "loss_cls": 0.030372148379683495, "loss_rpn_cls": 0.014135724864900112, "loss_rpn_loc": 0.03628406301140785, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0958031815007416, "total_loss": 0.21313492953777313}
{"data_time": 0.0030974794972280506, "eta_seconds": 11044.991806421634, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.038867924528301886, "fast_rcnn/fg_cls_accuracy": 0.9611320754716981, "iteration": 9639, "loss_box_reg": 0.10832531005144119, "loss_cls": 0.03692234307527542, "loss_rpn_cls": 0.01197834825143218, "loss_rpn_loc": 0.05937533266842365, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.0989503750006406, "total_loss": 0.21996546466834843}
{"data_time": 0.002987841500726063, "eta_seconds": 11008.59479010453, "fast_rcnn/cls_accuracy": 0.9869791666666667, "fast_rcnn/false_negative": 0.036164354548342686, "fast_rcnn/fg_cls_accuracy": 0.9638356454516572, "iteration": 9659, "loss_box_reg": 0.10014604777097702, "loss_cls": 0.033226991072297096, "loss_rpn_cls": 0.01364244194701314, "loss_rpn_loc": 0.03451851010322571, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333333, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.1456949445000646, "total_loss": 0.21539213228970766}
{"data_time": 0.002953866500320146, "eta_seconds": 10969.32596556463, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.02416267942583732, "fast_rcnn/fg_cls_accuracy": 0.9758373205741627, "iteration": 9679, "loss_box_reg": 0.11265856772661209, "loss_cls": 0.03148859832435846, "loss_rpn_cls": 0.015455564484000206, "loss_rpn_loc": 0.038446031510829926, "lr": 0.0025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.094049345998428, "total_loss": 0.20176026597619057}
{"data_time": 0.0031015800013847183, "eta_seconds": 10930.717223174759, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.04139703083365055, "fast_rcnn/fg_cls_accuracy": 0.9586029691663494, "iteration": 9699, "loss_box_reg": 0.10681317001581192, "loss_cls": 0.03428904339671135, "loss_rpn_cls": 0.009888862259685993, "loss_rpn_loc": 0.017395753413438797, "lr": 0.0025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 2.056576058999781, "total_loss": 0.18712145905010402}
{"data_time": 0.0028833180003857706, "eta_seconds": 10888.521085182676, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.032628286683630194, "fast_rcnn/fg_cls_accuracy": 0.9673717133163697, "iteration": 9719, "loss_box_reg": 0.10599284991621971, "loss_cls": 0.038012994453310966, "loss_rpn_cls": 0.01256081834435463, "loss_rpn_loc": 0.0769316554069519, "lr": 0.0025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 2.0479869744995085, "total_loss": 0.22227131947875023}
{"data_time": 0.003101901002082741, "eta_seconds": 10844.265943089229, "fast_rcnn/cls_accuracy": 0.9837239583333333, "fast_rcnn/false_negative": 0.04379795396419438, "fast_rcnn/fg_cls_accuracy": 0.9562020460358056, "iteration": 9739, "loss_box_reg": 0.10461936518549919, "loss_cls": 0.03996201790869236, "loss_rpn_cls": 0.01228815782815218, "loss_rpn_loc": 0.03075467422604561, "lr": 0.0025, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.033287296000708, "total_loss": 0.18895951844751835}
{"data_time": 0.0032582644980720943, "eta_seconds": 10794.727859979124, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.022657450076804916, "fast_rcnn/fg_cls_accuracy": 0.9773425499231951, "iteration": 9759, "loss_box_reg": 0.10018617287278175, "loss_cls": 0.02768358774483204, "loss_rpn_cls": 0.01319069555029273, "loss_rpn_loc": 0.036159709095954895, "lr": 0.0025, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.9892224299983354, "total_loss": 0.1856411388143897}
{"data_time": 0.0030286345008789795, "eta_seconds": 10753.534469939135, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.04025537634408602, "fast_rcnn/fg_cls_accuracy": 0.959744623655914, "iteration": 9779, "loss_box_reg": 0.10321884602308273, "loss_cls": 0.033987147733569145, "loss_rpn_cls": 0.013309630099684, "loss_rpn_loc": 0.05536330118775368, "lr": 0.0025, "roi_head/num_bg_samples": 112.58333333333334, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.065982202999294, "total_loss": 0.2146507657598704}
{"data_time": 0.002968900500491145, "eta_seconds": 10716.31384815399, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03890977443609023, "fast_rcnn/fg_cls_accuracy": 0.9610902255639098, "iteration": 9799, "loss_box_reg": 0.10870527848601341, "loss_cls": 0.035008350387215614, "loss_rpn_cls": 0.01570605020970106, "loss_rpn_loc": 0.04147570952773094, "lr": 0.0025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0951872580008057, "total_loss": 0.2111211447045207}
{"data_time": 0.0028455895007937215, "eta_seconds": 10678.811010584453, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03130434782608696, "fast_rcnn/fg_cls_accuracy": 0.968695652173913, "iteration": 9819, "loss_box_reg": 0.1181047260761261, "loss_cls": 0.037594497203826904, "loss_rpn_cls": 0.016167414374649525, "loss_rpn_loc": 0.02945756446570158, "lr": 0.0025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.0372341929996765, "total_loss": 0.21335437148809433}
{"data_time": 0.0028633900019485736, "eta_seconds": 10632.94212142176, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.019360269360269362, "fast_rcnn/fg_cls_accuracy": 0.9806397306397306, "iteration": 9839, "loss_box_reg": 0.11580737680196762, "loss_cls": 0.029759769327938557, "loss_rpn_cls": 0.012167943175882101, "loss_rpn_loc": 0.03553038835525513, "lr": 0.0025, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0545694305001234, "total_loss": 0.20653434982523322}
{"data_time": 0.0030740359998162603, "eta_seconds": 10589.077549107064, "fast_rcnn/cls_accuracy": 0.9856770833333334, "fast_rcnn/false_negative": 0.03982067510548523, "fast_rcnn/fg_cls_accuracy": 0.9601793248945147, "iteration": 9859, "loss_box_reg": 0.09745755791664124, "loss_cls": 0.036482056602835655, "loss_rpn_cls": 0.013584185391664505, "loss_rpn_loc": 0.04185476899147034, "lr": 0.0025, "roi_head/num_bg_samples": 112.16666666666666, "roi_head/num_fg_samples": 15.833333333333334, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.056096077500115, "total_loss": 0.20385388936847448}
{"data_time": 0.002968140001030406, "eta_seconds": 10545.695192524337, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.018452380952380953, "fast_rcnn/fg_cls_accuracy": 0.981547619047619, "iteration": 9879, "loss_box_reg": 0.0946737751364708, "loss_cls": 0.03270374983549118, "loss_rpn_cls": 0.012013391125947237, "loss_rpn_loc": 0.055915992707014084, "lr": 0.0025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0671162839989847, "total_loss": 0.21325679076835513}
{"data_time": 0.0028272705003473675, "eta_seconds": 10506.68830538711, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.037807318467695826, "fast_rcnn/fg_cls_accuracy": 0.9621926815323042, "iteration": 9899, "loss_box_reg": 0.11282951012253761, "loss_cls": 0.034702710807323456, "loss_rpn_cls": 0.012614994309842587, "loss_rpn_loc": 0.031028504483401775, "lr": 0.0025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0728037919998314, "total_loss": 0.19254229217767715}
{"data_time": 0.002997369998411159, "eta_seconds": 10465.180739659212, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.023026315789473686, "fast_rcnn/fg_cls_accuracy": 0.9769736842105263, "iteration": 9919, "loss_box_reg": 0.10911143943667412, "loss_cls": 0.028336483985185623, "loss_rpn_cls": 0.008869605138897896, "loss_rpn_loc": 0.028301686979830265, "lr": 0.0025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.077504962999228, "total_loss": 0.19259774289093912}
{"data_time": 0.003052337500776048, "eta_seconds": 10428.131182556797, "fast_rcnn/cls_accuracy": 0.9850260416666667, "fast_rcnn/false_negative": 0.03556397306397306, "fast_rcnn/fg_cls_accuracy": 0.9644360269360269, "iteration": 9939, "loss_box_reg": 0.12471861764788628, "loss_cls": 0.032121190801262856, "loss_rpn_cls": 0.010466840118169785, "loss_rpn_loc": 0.040535520762205124, "lr": 0.0025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.093011346001731, "total_loss": 0.2113537066616118}
{"data_time": 0.0027027485011785757, "eta_seconds": 10386.706604829158, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.0343108504398827, "fast_rcnn/fg_cls_accuracy": 0.9656891495601173, "iteration": 9959, "loss_box_reg": 0.10970821231603622, "loss_cls": 0.034655600786209106, "loss_rpn_cls": 0.011807231232523918, "loss_rpn_loc": 0.036868274211883545, "lr": 0.0025, "roi_head/num_bg_samples": 111.41666666666667, "roi_head/num_fg_samples": 16.583333333333332, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.0429150455001945, "total_loss": 0.20816524839028716}
{"data_time": 0.0031972300002962584, "eta_seconds": 10345.71165137674, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.031754032258064516, "fast_rcnn/fg_cls_accuracy": 0.9682459677419355, "iteration": 9979, "loss_box_reg": 0.10860177129507065, "loss_cls": 0.032802432775497437, "loss_rpn_cls": 0.011230279691517353, "loss_rpn_loc": 0.037503186613321304, "lr": 0.0025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.099823797998397, "total_loss": 0.1988050495274365}
{"data_time": 0.0031086019989743363, "eta_seconds": 10302.331026696904, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.03339836492010405, "fast_rcnn/fg_cls_accuracy": 0.9666016350798959, "iteration": 9999, "loss_box_reg": 0.10574940592050552, "loss_cls": 0.029056784696877003, "loss_rpn_cls": 0.011335398070514202, "loss_rpn_loc": 0.041615547612309456, "lr": 0.0025, "roi_head/num_bg_samples": 110.83333333333333, "roi_head/num_fg_samples": 17.166666666666668, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.017140121501143, "total_loss": 0.18768276600167155}
{"data_time": 0.0029922984995209845, "eta_seconds": 10263.292120196682, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.02474946856969329, "fast_rcnn/fg_cls_accuracy": 0.9752505314303067, "iteration": 10019, "loss_box_reg": 0.09126041457056999, "loss_cls": 0.02829316258430481, "loss_rpn_cls": 0.009563778061419725, "loss_rpn_loc": 0.03309887833893299, "lr": 0.00025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666666, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0773854429990024, "total_loss": 0.178967313375324}
{"data_time": 0.0029323270009626867, "eta_seconds": 10225.35831374435, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.03333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9666666666666667, "iteration": 10039, "loss_box_reg": 0.09208903461694717, "loss_cls": 0.032773690298199654, "loss_rpn_cls": 0.009669462218880653, "loss_rpn_loc": 0.025483354926109314, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 2.0470267820001027, "total_loss": 0.1607719799503684}
{"data_time": 0.0026361869986430975, "eta_seconds": 10180.872589016624, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.020526315789473684, "fast_rcnn/fg_cls_accuracy": 0.9794736842105263, "iteration": 10059, "loss_box_reg": 0.08599217608571053, "loss_cls": 0.027404180727899075, "loss_rpn_cls": 0.01427770173177123, "loss_rpn_loc": 0.032306015491485596, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.9935299735006993, "total_loss": 0.18473512586206198}
{"data_time": 0.002917283500210033, "eta_seconds": 10139.662823426595, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.022641831852358168, "fast_rcnn/fg_cls_accuracy": 0.9773581681476418, "iteration": 10079, "loss_box_reg": 0.08472443744540215, "loss_cls": 0.02709554973989725, "loss_rpn_cls": 0.00887930765748024, "loss_rpn_loc": 0.033970996737480164, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.081563568499405, "total_loss": 0.16981844929978251}
{"data_time": 0.003117947999271564, "eta_seconds": 10096.385975312238, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.016825733474726053, "fast_rcnn/fg_cls_accuracy": 0.983174266525274, "iteration": 10099, "loss_box_reg": 0.09011605381965637, "loss_cls": 0.026842541992664337, "loss_rpn_cls": 0.009687303565442562, "loss_rpn_loc": 0.04440213367342949, "lr": 0.00025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 2.092373776000386, "total_loss": 0.16762690851464868}
{"data_time": 0.0028845174983871402, "eta_seconds": 10051.462260244345, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.024042145593869732, "fast_rcnn/fg_cls_accuracy": 0.9759578544061303, "iteration": 10119, "loss_box_reg": 0.07892169803380966, "loss_cls": 0.0244568083435297, "loss_rpn_cls": 0.011756883934140205, "loss_rpn_loc": 0.04169665649533272, "lr": 0.00025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.0438137055007246, "total_loss": 0.17351344972848892}
{"data_time": 0.002881124000850832, "eta_seconds": 10014.05906865974, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.027216748768472906, "fast_rcnn/fg_cls_accuracy": 0.9727832512315271, "iteration": 10139, "loss_box_reg": 0.07666284590959549, "loss_cls": 0.023768458515405655, "loss_rpn_cls": 0.008717444725334644, "loss_rpn_loc": 0.028756587766110897, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.083278750000318, "total_loss": 0.1400867234915495}
{"data_time": 0.0028585599993675714, "eta_seconds": 9971.090456897184, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.016298946531504672, "fast_rcnn/fg_cls_accuracy": 0.9837010534684953, "iteration": 10159, "loss_box_reg": 0.08521588146686554, "loss_cls": 0.02558079268783331, "loss_rpn_cls": 0.010662039276212454, "loss_rpn_loc": 0.03568270802497864, "lr": 0.00025, "roi_head/num_bg_samples": 109.16666666666666, "roi_head/num_fg_samples": 18.833333333333336, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.002942480501588, "total_loss": 0.14842388778924942}
{"data_time": 0.0030330879999382887, "eta_seconds": 9931.65578481971, "fast_rcnn/cls_accuracy": 0.9908854166666667, "fast_rcnn/false_negative": 0.02242998490692604, "fast_rcnn/fg_cls_accuracy": 0.977570015093074, "iteration": 10179, "loss_box_reg": 0.079010259360075, "loss_cls": 0.023019603453576565, "loss_rpn_cls": 0.008975445292890072, "loss_rpn_loc": 0.027994414791464806, "lr": 0.00025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.0773715560007986, "total_loss": 0.1454675178974867}
{"data_time": 0.0033106145001511322, "eta_seconds": 9892.199644869032, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.022203069851432326, "fast_rcnn/fg_cls_accuracy": 0.9777969301485676, "iteration": 10199, "loss_box_reg": 0.0779620036482811, "loss_cls": 0.026658928021788597, "loss_rpn_cls": 0.010704312473535538, "loss_rpn_loc": 0.04273054376244545, "lr": 0.00025, "roi_head/num_bg_samples": 112.33333333333334, "roi_head/num_fg_samples": 15.666666666666668, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.0494463609993545, "total_loss": 0.16460955585353076}
{"data_time": 0.0030908565004210686, "eta_seconds": 9851.194464296394, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018637309292649097, "fast_rcnn/fg_cls_accuracy": 0.9813626907073509, "iteration": 10219, "loss_box_reg": 0.07793929427862167, "loss_cls": 0.026553954929113388, "loss_rpn_cls": 0.012476961128413677, "loss_rpn_loc": 0.028243190608918667, "lr": 0.00025, "roi_head/num_bg_samples": 109.83333333333333, "roi_head/num_fg_samples": 18.166666666666668, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.081370120498832, "total_loss": 0.16219388181343675}
{"data_time": 0.002859660999092739, "eta_seconds": 9815.152573768592, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.024906986357999174, "fast_rcnn/fg_cls_accuracy": 0.9750930136420008, "iteration": 10239, "loss_box_reg": 0.08078950643539429, "loss_cls": 0.02606865018606186, "loss_rpn_cls": 0.009497663006186485, "loss_rpn_loc": 0.02646936010569334, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666667, "roi_head/num_fg_samples": 18.083333333333332, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 2.0393421504995786, "total_loss": 0.16340116690844297}
{"data_time": 0.002990210998177645, "eta_seconds": 9777.415099808375, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.01645149722072799, "fast_rcnn/fg_cls_accuracy": 0.9835485027792721, "iteration": 10259, "loss_box_reg": 0.07419656962156296, "loss_cls": 0.030082091689109802, "loss_rpn_cls": 0.008518476970493793, "loss_rpn_loc": 0.04136344790458679, "lr": 0.00025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.0631692734987155, "total_loss": 0.1729746435303241}
{"data_time": 0.003177345000949572, "eta_seconds": 9730.682644464236, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.01813008130081301, "fast_rcnn/fg_cls_accuracy": 0.981869918699187, "iteration": 10279, "loss_box_reg": 0.0727248266339302, "loss_cls": 0.025902261957526207, "loss_rpn_cls": 0.009245222434401512, "loss_rpn_loc": 0.02579598594456911, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 2.0179176240017114, "total_loss": 0.13648165622726083}
{"data_time": 0.003233409499443951, "eta_seconds": 9686.355401936278, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.027980218636127017, "fast_rcnn/fg_cls_accuracy": 0.9720197813638729, "iteration": 10299, "loss_box_reg": 0.06236938387155533, "loss_cls": 0.023568082600831985, "loss_rpn_cls": 0.008979306556284428, "loss_rpn_loc": 0.032113056629896164, "lr": 0.00025, "roi_head/num_bg_samples": 111.41666666666667, "roi_head/num_fg_samples": 16.583333333333332, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.0569876829995337, "total_loss": 0.1325608124025166}
{"data_time": 0.0027840829989145277, "eta_seconds": 9645.14563634625, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.014242424242424244, "fast_rcnn/fg_cls_accuracy": 0.9857575757575758, "iteration": 10319, "loss_box_reg": 0.07422634214162827, "loss_cls": 0.022349673323333263, "loss_rpn_cls": 0.010558482259511948, "loss_rpn_loc": 0.03136393241584301, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0550845790003223, "total_loss": 0.13938175793737173}
{"data_time": 0.002893269998821779, "eta_seconds": 9611.404342524675, "fast_rcnn/cls_accuracy": 0.9895833333333333, "fast_rcnn/false_negative": 0.020604395604395608, "fast_rcnn/fg_cls_accuracy": 0.9793956043956044, "iteration": 10339, "loss_box_reg": 0.07856226712465286, "loss_cls": 0.02588684018701315, "loss_rpn_cls": 0.009739496745169163, "loss_rpn_loc": 0.02696824725717306, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.085856331001196, "total_loss": 0.14941441733390093}
{"data_time": 0.00258545499855245, "eta_seconds": 9572.508641648246, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.020372645372645375, "fast_rcnn/fg_cls_accuracy": 0.9768253400143164, "iteration": 10359, "loss_box_reg": 0.07483603060245514, "loss_cls": 0.024295506067574024, "loss_rpn_cls": 0.012557627633213997, "loss_rpn_loc": 0.045269280672073364, "lr": 0.00025, "roi_head/num_bg_samples": 110.08333333333333, "roi_head/num_fg_samples": 17.916666666666668, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 2.088864058499894, "total_loss": 0.17215887224301696}
{"data_time": 0.0029932349989394424, "eta_seconds": 9531.256719038256, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.015316089708525434, "fast_rcnn/fg_cls_accuracy": 0.9846839102914746, "iteration": 10379, "loss_box_reg": 0.07400817051529884, "loss_cls": 0.0220853453502059, "loss_rpn_cls": 0.009369945153594017, "loss_rpn_loc": 0.03117159754037857, "lr": 0.00025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0115322325000307, "total_loss": 0.14138827752321959}
{"data_time": 0.0030390140000235988, "eta_seconds": 9490.004796428266, "fast_rcnn/cls_accuracy": 0.9869791666666666, "fast_rcnn/false_negative": 0.028629032258064516, "fast_rcnn/fg_cls_accuracy": 0.9713709677419355, "iteration": 10399, "loss_box_reg": 0.08395694941282272, "loss_cls": 0.03087280783802271, "loss_rpn_cls": 0.007617005379870534, "loss_rpn_loc": 0.03267315775156021, "lr": 0.00025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 2.126436112999727, "total_loss": 0.1550444709137082}
{"data_time": 0.0029971219973958796, "eta_seconds": 9448.802151641192, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.00995049504950495, "fast_rcnn/fg_cls_accuracy": 0.990049504950495, "iteration": 10419, "loss_box_reg": 0.07831886410713196, "loss_cls": 0.02691698633134365, "loss_rpn_cls": 0.009149190969765186, "loss_rpn_loc": 0.027132069692015648, "lr": 0.00025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.0877494880005543, "total_loss": 0.14030950423330069}
{"data_time": 0.0029978820002725115, "eta_seconds": 9413.344461078179, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.011261685174728652, "fast_rcnn/fg_cls_accuracy": 0.9887383148252713, "iteration": 10439, "loss_box_reg": 0.07667578011751175, "loss_cls": 0.025177267380058765, "loss_rpn_cls": 0.009304140228778124, "loss_rpn_loc": 0.031146912835538387, "lr": 0.00025, "roi_head/num_bg_samples": 108.91666666666667, "roi_head/num_fg_samples": 19.083333333333332, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0699522300001263, "total_loss": 0.14643268682993948}
{"data_time": 0.003041528500034474, "eta_seconds": 9366.29787614116, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.026013513513513515, "fast_rcnn/fg_cls_accuracy": 0.9739864864864864, "iteration": 10459, "loss_box_reg": 0.06872399151325226, "loss_cls": 0.02624343242496252, "loss_rpn_cls": 0.010365482419729233, "loss_rpn_loc": 0.02315617259591818, "lr": 0.00025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.9751341880000837, "total_loss": 0.13846497144550085}
{"data_time": 0.0030284484982985305, "eta_seconds": 9325.045738391143, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.020253682487725043, "fast_rcnn/fg_cls_accuracy": 0.9797463175122749, "iteration": 10479, "loss_box_reg": 0.06795253604650497, "loss_cls": 0.022910043597221375, "loss_rpn_cls": 0.009589406661689281, "loss_rpn_loc": 0.0331944115459919, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.0988316189996112, "total_loss": 0.15150199877098203}
{"data_time": 0.003071368499149685, "eta_seconds": 9283.793600641127, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.02204457364341085, "fast_rcnn/fg_cls_accuracy": 0.977955426356589, "iteration": 10499, "loss_box_reg": 0.07240069285035133, "loss_cls": 0.0268230177462101, "loss_rpn_cls": 0.009501145221292973, "loss_rpn_loc": 0.02178981713950634, "lr": 0.00025, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.07939928650012, "total_loss": 0.13139184413012117}
{"data_time": 0.002654832998814527, "eta_seconds": 9240.228032364957, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.021044679473343406, "fast_rcnn/fg_cls_accuracy": 0.9789553205266566, "iteration": 10519, "loss_box_reg": 0.07180461660027504, "loss_cls": 0.02685371693223715, "loss_rpn_cls": 0.00836173677816987, "loss_rpn_loc": 0.026047908701002598, "lr": 0.00025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 2.012904293500469, "total_loss": 0.1291454762686044}
{"data_time": 0.003087538001636858, "eta_seconds": 9198.986220124989, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.019417475728155338, "fast_rcnn/fg_cls_accuracy": 0.9805825242718447, "iteration": 10539, "loss_box_reg": 0.07429713383316994, "loss_cls": 0.022419082932174206, "loss_rpn_cls": 0.010865055490285158, "loss_rpn_loc": 0.0294784689322114, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.9929654284987919, "total_loss": 0.1463701776228845}
{"data_time": 0.003109421500994358, "eta_seconds": 9159.713960304736, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.024665654239945132, "fast_rcnn/fg_cls_accuracy": 0.975334345760055, "iteration": 10559, "loss_box_reg": 0.07458490133285522, "loss_cls": 0.02549577411264181, "loss_rpn_cls": 0.009858169127255678, "loss_rpn_loc": 0.028094173409044743, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0794339929998387, "total_loss": 0.14731188281439245}
{"data_time": 0.0027168875003553694, "eta_seconds": 9118.463278204737, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.009965803615046408, "fast_rcnn/fg_cls_accuracy": 0.9900341963849536, "iteration": 10579, "loss_box_reg": 0.06596053019165993, "loss_cls": 0.021440415643155575, "loss_rpn_cls": 0.00811032485216856, "loss_rpn_loc": 0.026709673926234245, "lr": 0.00025, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.0354924370003573, "total_loss": 0.13233829732052982}
{"data_time": 0.0033650189980107825, "eta_seconds": 9080.904399159142, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.02016210739614995, "fast_rcnn/fg_cls_accuracy": 0.97983789260385, "iteration": 10599, "loss_box_reg": 0.07106523960828781, "loss_cls": 0.022131357342004776, "loss_rpn_cls": 0.006462927907705307, "loss_rpn_loc": 0.04036257974803448, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 2.1052636210006312, "total_loss": 0.1453683329746127}
{"data_time": 0.0030864504988130648, "eta_seconds": 9035.225781136469, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.020869565217391306, "fast_rcnn/fg_cls_accuracy": 0.9791304347826086, "iteration": 10619, "loss_box_reg": 0.07355745509266853, "loss_cls": 0.022466618567705154, "loss_rpn_cls": 0.010571559425443411, "loss_rpn_loc": 0.02527071163058281, "lr": 0.00025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.0123322749986983, "total_loss": 0.14409542875364423}
{"data_time": 0.002871672500987188, "eta_seconds": 8991.85388943652, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.021212121212121213, "fast_rcnn/fg_cls_accuracy": 0.9787878787878788, "iteration": 10639, "loss_box_reg": 0.07117389887571335, "loss_cls": 0.025658181868493557, "loss_rpn_cls": 0.005936933448538184, "loss_rpn_loc": 0.021346072666347027, "lr": 0.00025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.062921245000325, "total_loss": 0.1283003877615556}
{"data_time": 0.0032791305020509753, "eta_seconds": 8945.857027847693, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.015376458112407211, "fast_rcnn/fg_cls_accuracy": 0.9846235418875928, "iteration": 10659, "loss_box_reg": 0.07015014812350273, "loss_cls": 0.023152765817940235, "loss_rpn_cls": 0.009045645594596863, "loss_rpn_loc": 0.03412367030978203, "lr": 0.00025, "roi_head/num_bg_samples": 108.83333333333333, "roi_head/num_fg_samples": 19.166666666666668, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.040543370998421, "total_loss": 0.12971118628047407}
{"data_time": 0.0031327739998232573, "eta_seconds": 8886.771797192678, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.010639501980758349, "fast_rcnn/fg_cls_accuracy": 0.9893604980192416, "iteration": 10679, "loss_box_reg": 0.07113242894411087, "loss_cls": 0.023487036116421223, "loss_rpn_cls": 0.009682181291282177, "loss_rpn_loc": 0.03406714275479317, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.9711490680001589, "total_loss": 0.14090346777811646}
{"data_time": 0.002858864001609618, "eta_seconds": 8845.638856682644, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.021049915210499155, "fast_rcnn/fg_cls_accuracy": 0.9789500847895009, "iteration": 10699, "loss_box_reg": 0.07657729089260101, "loss_cls": 0.021779059432446957, "loss_rpn_cls": 0.009239089209586382, "loss_rpn_loc": 0.037879228591918945, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.069740697501402, "total_loss": 0.1481262631714344}
{"data_time": 0.0030573910007660743, "eta_seconds": 8807.315951722068, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.009616273693943597, "fast_rcnn/fg_cls_accuracy": 0.9903837263060564, "iteration": 10719, "loss_box_reg": 0.0741163119673729, "loss_cls": 0.022552547976374626, "loss_rpn_cls": 0.008411591406911612, "loss_rpn_loc": 0.02249228209257126, "lr": 0.00025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.086204835999524, "total_loss": 0.13324016006663442}
{"data_time": 0.002923329499026295, "eta_seconds": 8763.372975662578, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01601246105919003, "fast_rcnn/fg_cls_accuracy": 0.9839875389408099, "iteration": 10739, "loss_box_reg": 0.06731493026018143, "loss_cls": 0.023322398774325848, "loss_rpn_cls": 0.008057028986513615, "loss_rpn_loc": 0.019880506210029125, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 2.0219661249993806, "total_loss": 0.12478481815196574}
{"data_time": 0.003095287001997349, "eta_seconds": 8723.017997824365, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.021980676328502417, "fast_rcnn/fg_cls_accuracy": 0.9780193236714976, "iteration": 10759, "loss_box_reg": 0.06437762826681137, "loss_cls": 0.022524213418364525, "loss_rpn_cls": 0.009163486305624247, "loss_rpn_loc": 0.022014007903635502, "lr": 0.00025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.0211193850009295, "total_loss": 0.12742975447326899}
{"data_time": 0.003222166000341531, "eta_seconds": 8681.107094642512, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.018620689655172412, "fast_rcnn/fg_cls_accuracy": 0.9813793103448276, "iteration": 10779, "loss_box_reg": 0.07718105986714363, "loss_cls": 0.023101244121789932, "loss_rpn_cls": 0.008453384041786194, "loss_rpn_loc": 0.03116593137383461, "lr": 0.00025, "roi_head/num_bg_samples": 109.58333333333334, "roi_head/num_fg_samples": 18.416666666666664, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0284452040014003, "total_loss": 0.14428539667278528}
{"data_time": 0.0030491725010506343, "eta_seconds": 8631.116175481993, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018624393624393623, "fast_rcnn/fg_cls_accuracy": 0.9813756063756063, "iteration": 10799, "loss_box_reg": 0.06817574426531792, "loss_cls": 0.02469660062342882, "loss_rpn_cls": 0.0094872722402215, "loss_rpn_loc": 0.01898945402354002, "lr": 0.00025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 2.0578167915009544, "total_loss": 0.1261889892630279}
{"data_time": 0.0028970099992875475, "eta_seconds": 8596.319863668172, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01205519244734931, "fast_rcnn/fg_cls_accuracy": 0.9879448075526507, "iteration": 10819, "loss_box_reg": 0.06595729291439056, "loss_cls": 0.019749872386455536, "loss_rpn_cls": 0.009694979060441256, "loss_rpn_loc": 0.041306471452116966, "lr": 0.00025, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 2.088899203999972, "total_loss": 0.13904478657059371}
{"data_time": 0.0031434960019396385, "eta_seconds": 8561.42393792527, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.011308458982877589, "fast_rcnn/fg_cls_accuracy": 0.9886915410171224, "iteration": 10839, "loss_box_reg": 0.0637182854115963, "loss_cls": 0.02188997622579336, "loss_rpn_cls": 0.006614974234253168, "loss_rpn_loc": 0.024175604805350304, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.1336185465006565, "total_loss": 0.14404332148842514}
{"data_time": 0.0027386925012251595, "eta_seconds": 8517.334951424356, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.012994112699747687, "fast_rcnn/fg_cls_accuracy": 0.9870058873002523, "iteration": 10859, "loss_box_reg": 0.06422882154583931, "loss_cls": 0.020266477018594742, "loss_rpn_cls": 0.009425496216863394, "loss_rpn_loc": 0.02953506540507078, "lr": 0.00025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.015464621501451, "total_loss": 0.13425857247784734}
{"data_time": 0.0029525825011660345, "eta_seconds": 8477.703945366997, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.020002000200020003, "fast_rcnn/fg_cls_accuracy": 0.9799979997999799, "iteration": 10879, "loss_box_reg": 0.07369646802544594, "loss_cls": 0.02180903870612383, "loss_rpn_cls": 0.00848069367930293, "loss_rpn_loc": 0.02637059148401022, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.097851577000256, "total_loss": 0.12672114348970354}
{"data_time": 0.002896549500292167, "eta_seconds": 8437.530231390127, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.025516795865633074, "fast_rcnn/fg_cls_accuracy": 0.974483204134367, "iteration": 10899, "loss_box_reg": 0.07250110059976578, "loss_cls": 0.022065486758947372, "loss_rpn_cls": 0.009028786793351173, "loss_rpn_loc": 0.04126867651939392, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 2.07815851650048, "total_loss": 0.15509384777396917}
{"data_time": 0.003103469500274514, "eta_seconds": 8396.82073796516, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.014495798319327732, "fast_rcnn/fg_cls_accuracy": 0.9855042016806723, "iteration": 10919, "loss_box_reg": 0.07305319607257843, "loss_cls": 0.023259243927896023, "loss_rpn_cls": 0.00855099968612194, "loss_rpn_loc": 0.033851493149995804, "lr": 0.00025, "roi_head/num_bg_samples": 108.58333333333334, "roi_head/num_fg_samples": 19.416666666666664, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.126166711499536, "total_loss": 0.15417474205605686}
{"data_time": 0.0027115464999951655, "eta_seconds": 8360.335289900107, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.015189728304482404, "fast_rcnn/fg_cls_accuracy": 0.9848102716955176, "iteration": 10939, "loss_box_reg": 0.059486379846930504, "loss_cls": 0.021681098267436028, "loss_rpn_cls": 0.009894630406051874, "loss_rpn_loc": 0.028662503696978092, "lr": 0.00025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.1038691100020515, "total_loss": 0.13040315150283277}
{"data_time": 0.002948378500150284, "eta_seconds": 8319.161513540097, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.022565033272837265, "fast_rcnn/fg_cls_accuracy": 0.9774349667271627, "iteration": 10959, "loss_box_reg": 0.07008957862854004, "loss_cls": 0.02513976115733385, "loss_rpn_cls": 0.008208572398871183, "loss_rpn_loc": 0.027844227850437164, "lr": 0.00025, "roi_head/num_bg_samples": 109.58333333333334, "roi_head/num_fg_samples": 18.416666666666664, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 2.055526878499222, "total_loss": 0.13604321097955108}
{"data_time": 0.002958052500616759, "eta_seconds": 8272.935640190124, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01191151446398185, "fast_rcnn/fg_cls_accuracy": 0.9880884855360181, "iteration": 10979, "loss_box_reg": 0.06057506054639816, "loss_cls": 0.02436935529112816, "loss_rpn_cls": 0.010316615458577871, "loss_rpn_loc": 0.022834026254713535, "lr": 0.00025, "roi_head/num_bg_samples": 112.33333333333333, "roi_head/num_fg_samples": 15.666666666666666, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0523976080003195, "total_loss": 0.12637473898939788}
{"data_time": 0.003130093000436318, "eta_seconds": 8244.185947353908, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.020915032679738564, "fast_rcnn/fg_cls_accuracy": 0.9790849673202614, "iteration": 10999, "loss_box_reg": 0.0697244182229042, "loss_cls": 0.027277376502752304, "loss_rpn_cls": 0.006647884845733643, "loss_rpn_loc": 0.02652097027748823, "lr": 0.00025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 2.104699924499073, "total_loss": 0.13886778173036873}
{"data_time": 0.003112315500402474, "eta_seconds": 8198.313776284174, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.017216117216117217, "fast_rcnn/fg_cls_accuracy": 0.9827838827838828, "iteration": 11019, "loss_box_reg": 0.06678590178489685, "loss_cls": 0.021736623719334602, "loss_rpn_cls": 0.009321387857198715, "loss_rpn_loc": 0.02509910799562931, "lr": 0.00025, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.0002786935001495, "total_loss": 0.12815501913428307}
{"data_time": 0.003084818499701214, "eta_seconds": 8166.639937538743, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.019049346879535557, "fast_rcnn/fg_cls_accuracy": 0.9809506531204644, "iteration": 11039, "loss_box_reg": 0.06977134197950363, "loss_cls": 0.023832404986023903, "loss_rpn_cls": 0.009263576939702034, "loss_rpn_loc": 0.028223933652043343, "lr": 0.00025, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0821595229990635, "total_loss": 0.13782753853593022}
{"data_time": 0.0030731744991499, "eta_seconds": 8126.832152015197, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.023403679653679656, "fast_rcnn/fg_cls_accuracy": 0.9765963203463204, "iteration": 11059, "loss_box_reg": 0.06799953058362007, "loss_cls": 0.025005429983139038, "loss_rpn_cls": 0.008745884522795677, "loss_rpn_loc": 0.033741435036063194, "lr": 0.00025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0787327160014684, "total_loss": 0.1399538153782487}
{"data_time": 0.0027177165011380566, "eta_seconds": 8081.678733700066, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.026631393298059962, "fast_rcnn/fg_cls_accuracy": 0.97336860670194, "iteration": 11079, "loss_box_reg": 0.06921979784965515, "loss_cls": 0.02409355342388153, "loss_rpn_cls": 0.007900301832705736, "loss_rpn_loc": 0.022138208150863647, "lr": 0.00025, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.039015351499984, "total_loss": 0.12839577300474048}
{"data_time": 0.0031101350014068885, "eta_seconds": 8038.13281195391, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.011494252873563218, "fast_rcnn/fg_cls_accuracy": 0.9885057471264368, "iteration": 11099, "loss_box_reg": 0.06726919859647751, "loss_cls": 0.02146352455019951, "loss_rpn_cls": 0.008954177610576153, "loss_rpn_loc": 0.025014076381921768, "lr": 0.00025, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.059903966501224, "total_loss": 0.13036217400804162}
{"data_time": 0.003066414501518011, "eta_seconds": 8002.283041216475, "fast_rcnn/cls_accuracy": 0.9908854166666667, "fast_rcnn/false_negative": 0.01450494008829094, "fast_rcnn/fg_cls_accuracy": 0.985495059911709, "iteration": 11119, "loss_box_reg": 0.07130180299282074, "loss_cls": 0.021560258232057095, "loss_rpn_cls": 0.010571774560958147, "loss_rpn_loc": 0.045527998358011246, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 2.0954560295012925, "total_loss": 0.14383367530535907}
{"data_time": 0.003253521999795339, "eta_seconds": 7961.044787976503, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.015130752540824483, "fast_rcnn/fg_cls_accuracy": 0.9848692474591755, "iteration": 11139, "loss_box_reg": 0.06158088333904743, "loss_cls": 0.019751316867768764, "loss_rpn_cls": 0.0073679115157574415, "loss_rpn_loc": 0.02000177651643753, "lr": 0.00025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 2.067367114501394, "total_loss": 0.11484689963981509}
{"data_time": 0.0030739360008738004, "eta_seconds": 7924.650204750533, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.026500526500526502, "fast_rcnn/fg_cls_accuracy": 0.9734994734994735, "iteration": 11159, "loss_box_reg": 0.06537886708974838, "loss_cls": 0.021402692422270775, "loss_rpn_cls": 0.0079666911624372, "loss_rpn_loc": 0.04112294875085354, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 2.0489767099988967, "total_loss": 0.13753045874182135}
{"data_time": 0.0029788414994982304, "eta_seconds": 7880.511745268075, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.012531133250311332, "fast_rcnn/fg_cls_accuracy": 0.9874688667496887, "iteration": 11179, "loss_box_reg": 0.07293419539928436, "loss_cls": 0.02578823361545801, "loss_rpn_cls": 0.009096920490264893, "loss_rpn_loc": 0.033867860212922096, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.081833623997227, "total_loss": 0.14414957398548722}
{"data_time": 0.002903356498791254, "eta_seconds": 7837.330028256589, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.019641495041952707, "fast_rcnn/fg_cls_accuracy": 0.9803585049580472, "iteration": 11199, "loss_box_reg": 0.07300706952810287, "loss_cls": 0.021856918931007385, "loss_rpn_cls": 0.008689647307619452, "loss_rpn_loc": 0.020103118382394314, "lr": 0.00025, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 2.0079141319984046, "total_loss": 0.12427572440356016}
{"data_time": 0.002952904002086143, "eta_seconds": 7782.098012339047, "fast_rcnn/cls_accuracy": 0.9895833333333333, "fast_rcnn/false_negative": 0.028381642512077296, "fast_rcnn/fg_cls_accuracy": 0.9716183574879227, "iteration": 11219, "loss_box_reg": 0.07451402768492699, "loss_cls": 0.025027893483638763, "loss_rpn_cls": 0.007856160867959261, "loss_rpn_loc": 0.030292929150164127, "lr": 0.00025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.037129692498638, "total_loss": 0.15449814032763243}
{"data_time": 0.0029724409996561008, "eta_seconds": 7749.6584223939135, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.02906759033888785, "fast_rcnn/fg_cls_accuracy": 0.9709324096611122, "iteration": 11239, "loss_box_reg": 0.06380045041441917, "loss_cls": 0.02419658750295639, "loss_rpn_cls": 0.007473826874047518, "loss_rpn_loc": 0.025457123294472694, "lr": 0.00025, "roi_head/num_bg_samples": 111.41666666666667, "roi_head/num_fg_samples": 16.583333333333332, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.1349124554999435, "total_loss": 0.1327605852857232}
{"data_time": 0.0031416649981110822, "eta_seconds": 7708.447795313914, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.02865685681650205, "fast_rcnn/fg_cls_accuracy": 0.971343143183498, "iteration": 11259, "loss_box_reg": 0.061776092275977135, "loss_cls": 0.02628568559885025, "loss_rpn_cls": 0.007417187560349703, "loss_rpn_loc": 0.02004659827798605, "lr": 0.00025, "roi_head/num_bg_samples": 111.33333333333334, "roi_head/num_fg_samples": 16.666666666666664, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 2.0612633599994297, "total_loss": 0.12020748015493155}
{"data_time": 0.0030087330014794134, "eta_seconds": 7674.269616368099, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.017157397310069065, "fast_rcnn/fg_cls_accuracy": 0.9828426026899308, "iteration": 11279, "loss_box_reg": 0.06771328672766685, "loss_cls": 0.02230045758187771, "loss_rpn_cls": 0.008203010773286223, "loss_rpn_loc": 0.03775514103472233, "lr": 0.00025, "roi_head/num_bg_samples": 111.08333333333334, "roi_head/num_fg_samples": 16.916666666666664, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 2.0890593764997902, "total_loss": 0.13548264501150697}
{"data_time": 0.003046424501008005, "eta_seconds": 7633.021190588104, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01692155196828094, "fast_rcnn/fg_cls_accuracy": 0.9830784480317191, "iteration": 11299, "loss_box_reg": 0.06418857723474503, "loss_cls": 0.020632628351449966, "loss_rpn_cls": 0.008798334281891584, "loss_rpn_loc": 0.018257346004247665, "lr": 0.00025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 2.037295019999874, "total_loss": 0.11612500110641122}
{"data_time": 0.0030359220017999178, "eta_seconds": 7590.843455863962, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.013657407407407408, "fast_rcnn/fg_cls_accuracy": 0.9863425925925926, "iteration": 11319, "loss_box_reg": 0.07072160765528679, "loss_cls": 0.019715002737939358, "loss_rpn_cls": 0.009658175054937601, "loss_rpn_loc": 0.03209879249334335, "lr": 0.00025, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.0563309120007034, "total_loss": 0.14284406218212098}
{"data_time": 0.002998652998940088, "eta_seconds": 7548.1112878892545, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01434152359411946, "fast_rcnn/fg_cls_accuracy": 0.9856584764058806, "iteration": 11339, "loss_box_reg": 0.06458834558725357, "loss_cls": 0.025567160919308662, "loss_rpn_cls": 0.008522487711161375, "loss_rpn_loc": 0.033504635095596313, "lr": 0.00025, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 2.058391037500769, "total_loss": 0.13796484819613397}
{"data_time": 0.0029305739990377333, "eta_seconds": 7505.059101846315, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.018957771787960466, "fast_rcnn/fg_cls_accuracy": 0.9810422282120395, "iteration": 11359, "loss_box_reg": 0.07088103145360947, "loss_cls": 0.02078515850007534, "loss_rpn_cls": 0.007618159521371126, "loss_rpn_loc": 0.03056462574750185, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.025991612499638, "total_loss": 0.12587663810700178}
{"data_time": 0.0031397385009768186, "eta_seconds": 7462.392722636052, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.019049346879535557, "fast_rcnn/fg_cls_accuracy": 0.9809506531204644, "iteration": 11379, "loss_box_reg": 0.06715794280171394, "loss_cls": 0.02329727355390787, "loss_rpn_cls": 0.009271478280425072, "loss_rpn_loc": 0.03453575260937214, "lr": 0.00025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.0305110179979238, "total_loss": 0.1391369141638279}
{"data_time": 0.0032074575010483386, "eta_seconds": 7414.123786508164, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01672093023255814, "fast_rcnn/fg_cls_accuracy": 0.9832790697674418, "iteration": 11399, "loss_box_reg": 0.059348706156015396, "loss_cls": 0.017857723869383335, "loss_rpn_cls": 0.007221548585221171, "loss_rpn_loc": 0.021753483451902866, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 2.0643491110004106, "total_loss": 0.1211717682890594}
{"data_time": 0.0032228219988610363, "eta_seconds": 7367.6653885901105, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.015298175344904316, "fast_rcnn/fg_cls_accuracy": 0.9847018246550957, "iteration": 11419, "loss_box_reg": 0.07071014866232872, "loss_cls": 0.022084321826696396, "loss_rpn_cls": 0.007720384048298001, "loss_rpn_loc": 0.026153930462896824, "lr": 0.00025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0024766654987616, "total_loss": 0.1304946702439338}
{"data_time": 0.002978014499603887, "eta_seconds": 7325.043175838426, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.016359508547008548, "fast_rcnn/fg_cls_accuracy": 0.9836404914529915, "iteration": 11439, "loss_box_reg": 0.06487950310111046, "loss_cls": 0.02400755789130926, "loss_rpn_cls": 0.01091198530048132, "loss_rpn_loc": 0.03609159402549267, "lr": 0.00025, "roi_head/num_bg_samples": 108.91666666666666, "roi_head/num_fg_samples": 19.083333333333336, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.065749343499192, "total_loss": 0.14266225695610046}
{"data_time": 0.002435491500364151, "eta_seconds": 7285.368092990109, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.025554588951718138, "fast_rcnn/fg_cls_accuracy": 0.9744454110482819, "iteration": 11459, "loss_box_reg": 0.06949136778712273, "loss_cls": 0.024806179106235504, "loss_rpn_cls": 0.009939256124198437, "loss_rpn_loc": 0.030315334908664227, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 2.0589791365000565, "total_loss": 0.13959438353776932}
{"data_time": 0.002984593998917262, "eta_seconds": 7249.411233628227, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.012326073805202661, "fast_rcnn/fg_cls_accuracy": 0.9876739261947973, "iteration": 11479, "loss_box_reg": 0.06444058008491993, "loss_cls": 0.021636631339788437, "loss_rpn_cls": 0.006255418993532658, "loss_rpn_loc": 0.029871996492147446, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666667, "roi_head/num_fg_samples": 18.083333333333332, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.098555850501725, "total_loss": 0.13396700099110603}
{"data_time": 0.0030429444996116217, "eta_seconds": 7207.461597549149, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.018433571185864764, "fast_rcnn/fg_cls_accuracy": 0.9815664288141353, "iteration": 11499, "loss_box_reg": 0.06142529100179672, "loss_cls": 0.020940953865647316, "loss_rpn_cls": 0.007797585567459464, "loss_rpn_loc": 0.029566875658929348, "lr": 0.00025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.079504021001412, "total_loss": 0.12584583554416895}
{"data_time": 0.0029641879991686437, "eta_seconds": 7178.409690264181, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.02772100153295861, "fast_rcnn/fg_cls_accuracy": 0.9722789984670415, "iteration": 11519, "loss_box_reg": 0.06464742869138718, "loss_cls": 0.021489908918738365, "loss_rpn_cls": 0.005750972777605057, "loss_rpn_loc": 0.024898337200284004, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.1151747274998343, "total_loss": 0.1248221609275788}
{"data_time": 0.0030611354995926376, "eta_seconds": 7142.644946919589, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.013072453861927546, "fast_rcnn/fg_cls_accuracy": 0.9869275461380724, "iteration": 11539, "loss_box_reg": 0.05610452778637409, "loss_cls": 0.01811718661338091, "loss_rpn_cls": 0.0070564341731369495, "loss_rpn_loc": 0.027679068967700005, "lr": 0.00025, "roi_head/num_bg_samples": 111.91666666666667, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 2.0734637714977, "total_loss": 0.11048943595960736}
{"data_time": 0.0030195050003385404, "eta_seconds": 7101.369911109594, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.014693264693264693, "fast_rcnn/fg_cls_accuracy": 0.9853067353067353, "iteration": 11559, "loss_box_reg": 0.05431193299591541, "loss_cls": 0.017694958485662937, "loss_rpn_cls": 0.008145825937390327, "loss_rpn_loc": 0.02502526342868805, "lr": 0.00025, "roi_head/num_bg_samples": 112.91666666666666, "roi_head/num_fg_samples": 15.083333333333332, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.07531046800068, "total_loss": 0.11109571252018213}
{"data_time": 0.003072462501222617, "eta_seconds": 7060.094875299599, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.021338724168912845, "fast_rcnn/fg_cls_accuracy": 0.9786612758310871, "iteration": 11579, "loss_box_reg": 0.0682482048869133, "loss_cls": 0.02220158465206623, "loss_rpn_cls": 0.008731809444725513, "loss_rpn_loc": 0.023961378261446953, "lr": 0.00025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.053693199000918, "total_loss": 0.12534496234729886}
{"data_time": 0.003008446501553408, "eta_seconds": 7018.9929759027, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.010152545866831581, "fast_rcnn/fg_cls_accuracy": 0.9898474541331684, "iteration": 11599, "loss_box_reg": 0.07018333673477173, "loss_cls": 0.020845859311521053, "loss_rpn_cls": 0.0068899174220860004, "loss_rpn_loc": 0.02897944115102291, "lr": 0.00025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.0986532910010283, "total_loss": 0.13183817407116294}
{"data_time": 0.002804296000249451, "eta_seconds": 6979.122314044302, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.023122159850307404, "fast_rcnn/fg_cls_accuracy": 0.9768778401496926, "iteration": 11619, "loss_box_reg": 0.05967862159013748, "loss_cls": 0.023333437740802765, "loss_rpn_cls": 0.00796417985111475, "loss_rpn_loc": 0.025591629557311535, "lr": 0.00025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.0869495320021088, "total_loss": 0.12138854106888175}
{"data_time": 0.003189112498148461, "eta_seconds": 6938.128027803599, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.020539287971350326, "fast_rcnn/fg_cls_accuracy": 0.9794607120286496, "iteration": 11639, "loss_box_reg": 0.0690067894756794, "loss_cls": 0.02132629044353962, "loss_rpn_cls": 0.008770386222749949, "loss_rpn_loc": 0.03054792620241642, "lr": 0.00025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0679671994985256, "total_loss": 0.13957788865081966}
{"data_time": 0.002810461000990472, "eta_seconds": 6902.364034230648, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018326069951949936, "fast_rcnn/fg_cls_accuracy": 0.98167393004805, "iteration": 11659, "loss_box_reg": 0.06784689053893089, "loss_cls": 0.022426655516028404, "loss_rpn_cls": 0.008376543875783682, "loss_rpn_loc": 0.027920820750296116, "lr": 0.00025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.0793379554979765, "total_loss": 0.13833195250481367}
{"data_time": 0.0028625595004996285, "eta_seconds": 6869.423446588071, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.016741071428571428, "fast_rcnn/fg_cls_accuracy": 0.9832589285714286, "iteration": 11679, "loss_box_reg": 0.061580076813697815, "loss_cls": 0.02230183407664299, "loss_rpn_cls": 0.010018224362283945, "loss_rpn_loc": 0.04190947487950325, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666667, "roi_head/num_fg_samples": 16.833333333333332, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 2.0858740050007327, "total_loss": 0.13052103016525507}
{"data_time": 0.0029214599999249913, "eta_seconds": 6827.241553038672, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.02000800320128051, "fast_rcnn/fg_cls_accuracy": 0.9799919967987194, "iteration": 11699, "loss_box_reg": 0.06799788400530815, "loss_cls": 0.025604200549423695, "loss_rpn_cls": 0.0078102771658450365, "loss_rpn_loc": 0.016610930673778057, "lr": 0.00025, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.9913665360018058, "total_loss": 0.11604823847301304}
{"data_time": 0.002770654500636738, "eta_seconds": 6780.802071370517, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.022686336735569086, "fast_rcnn/fg_cls_accuracy": 0.9773136632644308, "iteration": 11719, "loss_box_reg": 0.06972190365195274, "loss_cls": 0.023735695518553257, "loss_rpn_cls": 0.008841174654662609, "loss_rpn_loc": 0.025134777650237083, "lr": 0.00025, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 2.0227672915007133, "total_loss": 0.12563633237732574}
{"data_time": 0.0029962699991301633, "eta_seconds": 6746.20586298586, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01869812145041503, "fast_rcnn/fg_cls_accuracy": 0.981301878549585, "iteration": 11739, "loss_box_reg": 0.0606553815305233, "loss_cls": 0.01894839759916067, "loss_rpn_cls": 0.009424119256436825, "loss_rpn_loc": 0.031681958585977554, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 2.0935860099980346, "total_loss": 0.12255937070585787}
{"data_time": 0.002798281499053701, "eta_seconds": 6703.1474926986775, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01488483268144285, "fast_rcnn/fg_cls_accuracy": 0.9851151673185572, "iteration": 11759, "loss_box_reg": 0.0654075350612402, "loss_cls": 0.021357364021241665, "loss_rpn_cls": 0.006949602160602808, "loss_rpn_loc": 0.024967440403997898, "lr": 0.00025, "roi_head/num_bg_samples": 109.16666666666667, "roi_head/num_fg_samples": 18.833333333333332, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.9871680189990002, "total_loss": 0.11859511700458825}
{"data_time": 0.003101815500485827, "eta_seconds": 6670.889888696527, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.013006756756756757, "fast_rcnn/fg_cls_accuracy": 0.9869932432432433, "iteration": 11779, "loss_box_reg": 0.06393944099545479, "loss_cls": 0.019123606383800507, "loss_rpn_cls": 0.007479914464056492, "loss_rpn_loc": 0.02755916677415371, "lr": 0.00025, "roi_head/num_bg_samples": 108.91666666666666, "roi_head/num_fg_samples": 19.083333333333336, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0929906190012844, "total_loss": 0.12921662477310747}
{"data_time": 0.0028486689989222214, "eta_seconds": 6633.547027039673, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.019230769230769232, "fast_rcnn/fg_cls_accuracy": 0.9807692307692307, "iteration": 11799, "loss_box_reg": 0.06519443541765213, "loss_cls": 0.024341209791600704, "loss_rpn_cls": 0.009204186033457518, "loss_rpn_loc": 0.03900649771094322, "lr": 0.00025, "roi_head/num_bg_samples": 109.66666666666667, "roi_head/num_fg_samples": 18.333333333333332, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 2.109667841499686, "total_loss": 0.14057455165311694}
{"data_time": 0.003187143498507794, "eta_seconds": 6595.623592181832, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.02562841530054645, "fast_rcnn/fg_cls_accuracy": 0.9743715846994536, "iteration": 11819, "loss_box_reg": 0.06685487553477287, "loss_cls": 0.024176708422601223, "loss_rpn_cls": 0.00912864925339818, "loss_rpn_loc": 0.027263224124908447, "lr": 0.00025, "roi_head/num_bg_samples": 111.33333333333333, "roi_head/num_fg_samples": 16.666666666666668, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.09906398450039, "total_loss": 0.1366236472968012}
{"data_time": 0.0029549480004789075, "eta_seconds": 6549.051984237487, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.01913919413919414, "fast_rcnn/fg_cls_accuracy": 0.9808608058608058, "iteration": 11839, "loss_box_reg": 0.060447534546256065, "loss_cls": 0.02072804979979992, "loss_rpn_cls": 0.007361049531027675, "loss_rpn_loc": 0.03129119984805584, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0207177994998347, "total_loss": 0.12234050128608942}
{"data_time": 0.00295922650002467, "eta_seconds": 6509.206876579698, "fast_rcnn/cls_accuracy": 0.9934895833333333, "fast_rcnn/false_negative": 0.010101010101010102, "fast_rcnn/fg_cls_accuracy": 0.98989898989899, "iteration": 11859, "loss_box_reg": 0.06344777718186378, "loss_cls": 0.019862227141857147, "loss_rpn_cls": 0.006706697400659323, "loss_rpn_loc": 0.0228213993832469, "lr": 0.00025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.014925116000086, "total_loss": 0.10854650451801717}
{"data_time": 0.0027940234995185165, "eta_seconds": 6465.286628378839, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01208026208026208, "fast_rcnn/fg_cls_accuracy": 0.987919737919738, "iteration": 11879, "loss_box_reg": 0.06701811030507088, "loss_cls": 0.020773546770215034, "loss_rpn_cls": 0.008554403204470873, "loss_rpn_loc": 0.03365902416408062, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.0522604584984947, "total_loss": 0.13178970105946064}
{"data_time": 0.002927951001765905, "eta_seconds": 6414.516671458654, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.021039876624807226, "fast_rcnn/fg_cls_accuracy": 0.9789601233751928, "iteration": 11899, "loss_box_reg": 0.05741237848997116, "loss_cls": 0.02068377658724785, "loss_rpn_cls": 0.007446154020726681, "loss_rpn_loc": 0.019230887293815613, "lr": 0.00025, "roi_head/num_bg_samples": 112.08333333333334, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0238214994988084, "total_loss": 0.1102705157827586}
{"data_time": 0.0026666369994927663, "eta_seconds": 6372.233894381923, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.019142700128228614, "fast_rcnn/fg_cls_accuracy": 0.9808572998717714, "iteration": 11919, "loss_box_reg": 0.06626815348863602, "loss_cls": 0.021865864284336567, "loss_rpn_cls": 0.00697271479293704, "loss_rpn_loc": 0.02594642899930477, "lr": 0.00025, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.0656147054996836, "total_loss": 0.12292689038440585}
{"data_time": 0.0030398124999919673, "eta_seconds": 6331.7754051386455, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.012484539270253555, "fast_rcnn/fg_cls_accuracy": 0.9875154607297465, "iteration": 11939, "loss_box_reg": 0.062475256621837616, "loss_cls": 0.022687146440148354, "loss_rpn_cls": 0.008595297113060951, "loss_rpn_loc": 0.03512532636523247, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.109524577501361, "total_loss": 0.12633088638540357}
{"data_time": 0.003256171499742777, "eta_seconds": 6297.892922772113, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.0113607188703466, "fast_rcnn/fg_cls_accuracy": 0.9886392811296534, "iteration": 11959, "loss_box_reg": 0.059927064925432205, "loss_cls": 0.02057521604001522, "loss_rpn_cls": 0.009657973889261484, "loss_rpn_loc": 0.03074230905622244, "lr": 0.00025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.1176202739989094, "total_loss": 0.1105518788099289}
{"data_time": 0.002878187498936313, "eta_seconds": 6257.734176237902, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.025129802699896158, "fast_rcnn/fg_cls_accuracy": 0.9748701973001038, "iteration": 11979, "loss_box_reg": 0.06367248296737671, "loss_cls": 0.02427155990153551, "loss_rpn_cls": 0.007492350414395332, "loss_rpn_loc": 0.02672071848064661, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.058313444000305, "total_loss": 0.12970015383325517}
{"data_time": 0.0030367095005203737, "eta_seconds": 6216.701432798749, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.009936055090998524, "fast_rcnn/fg_cls_accuracy": 0.9900639449090014, "iteration": 11999, "loss_box_reg": 0.06017924100160599, "loss_cls": 0.01895420253276825, "loss_rpn_cls": 0.009831840172410011, "loss_rpn_loc": 0.029708324000239372, "lr": 0.00025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 2.0781271349987946, "total_loss": 0.1219848906621337}
{"data_time": 0.0029766964998998446, "eta_seconds": 6176.089322359518, "fast_rcnn/cls_accuracy": 0.9889322916666667, "fast_rcnn/false_negative": 0.022003819831290784, "fast_rcnn/fg_cls_accuracy": 0.9779961801687092, "iteration": 12019, "loss_box_reg": 0.0665815882384777, "loss_cls": 0.024041999131441116, "loss_rpn_cls": 0.007888066582381725, "loss_rpn_loc": 0.03243950195610523, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.070431425001516, "total_loss": 0.1348562710918486}
{"data_time": 0.002686216497750138, "eta_seconds": 6132.537980198944, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.018521679754182313, "fast_rcnn/fg_cls_accuracy": 0.9814783202458177, "iteration": 12039, "loss_box_reg": 0.06395069509744644, "loss_cls": 0.023312889970839024, "loss_rpn_cls": 0.006640090839937329, "loss_rpn_loc": 0.03152290917932987, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666667, "roi_head/num_fg_samples": 18.083333333333332, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.9970874470000126, "total_loss": 0.12791063962504268}
{"data_time": 0.0028896570001961663, "eta_seconds": 6086.805931495448, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.0227390180878553, "fast_rcnn/fg_cls_accuracy": 0.9772609819121447, "iteration": 12059, "loss_box_reg": 0.06009713187813759, "loss_cls": 0.02199725341051817, "loss_rpn_cls": 0.007147949421778321, "loss_rpn_loc": 0.030884675681591034, "lr": 0.00025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.0319017184992845, "total_loss": 0.12524385610595345}
{"data_time": 0.003032582500964054, "eta_seconds": 6048.6644421444, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.008774630541871921, "fast_rcnn/fg_cls_accuracy": 0.9912253694581281, "iteration": 12079, "loss_box_reg": 0.05622348561882973, "loss_cls": 0.019426384940743446, "loss_rpn_cls": 0.007079074392095208, "loss_rpn_loc": 0.020837251096963882, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.074829524501183, "total_loss": 0.11045717308297753}
{"data_time": 0.002957527500257129, "eta_seconds": 6002.83939354482, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018102883355176933, "fast_rcnn/fg_cls_accuracy": 0.981897116644823, "iteration": 12099, "loss_box_reg": 0.06753905117511749, "loss_cls": 0.021575980819761753, "loss_rpn_cls": 0.01116080628708005, "loss_rpn_loc": 0.03368944860994816, "lr": 0.00025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.01088820699988, "total_loss": 0.13775619538500905}
{"data_time": 0.00299805049871793, "eta_seconds": 5960.296189106337, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.011507936507936509, "fast_rcnn/fg_cls_accuracy": 0.9884920634920635, "iteration": 12119, "loss_box_reg": 0.06056901253759861, "loss_cls": 0.02097824029624462, "loss_rpn_cls": 0.005853940034285188, "loss_rpn_loc": 0.010562374256551266, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 2.087366273499356, "total_loss": 0.09986425307579339}
{"data_time": 0.0030049665001570247, "eta_seconds": 5917.222061612036, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.02481279782164738, "fast_rcnn/fg_cls_accuracy": 0.9751872021783525, "iteration": 12139, "loss_box_reg": 0.07741553708910942, "loss_cls": 0.027273327112197876, "loss_rpn_cls": 0.006482414435595274, "loss_rpn_loc": 0.03890078514814377, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.0191420864994143, "total_loss": 0.14651270350441337}
{"data_time": 0.0030650209992018063, "eta_seconds": 5871.833584418562, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01869812145041503, "fast_rcnn/fg_cls_accuracy": 0.981301878549585, "iteration": 12159, "loss_box_reg": 0.05762864835560322, "loss_cls": 0.02217159792780876, "loss_rpn_cls": 0.00687256152741611, "loss_rpn_loc": 0.029116595163941383, "lr": 0.00025, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.0205940790001478, "total_loss": 0.12690287549048662}
{"data_time": 0.002880062498661573, "eta_seconds": 5835.284382150585, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.024270894499902135, "fast_rcnn/fg_cls_accuracy": 0.9757291055000978, "iteration": 12179, "loss_box_reg": 0.06485271826386452, "loss_cls": 0.024784781970083714, "loss_rpn_cls": 0.00630833487957716, "loss_rpn_loc": 0.018693087622523308, "lr": 0.00025, "roi_head/num_bg_samples": 108.16666666666666, "roi_head/num_fg_samples": 19.833333333333336, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.11756417450124, "total_loss": 0.12387592438608408}
{"data_time": 0.0030316500015032943, "eta_seconds": 5801.161392278704, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.01893667861409797, "fast_rcnn/fg_cls_accuracy": 0.981063321385902, "iteration": 12199, "loss_box_reg": 0.06567270308732986, "loss_cls": 0.022944649681448936, "loss_rpn_cls": 0.008177909534424543, "loss_rpn_loc": 0.029380613937973976, "lr": 0.00025, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.133795965499303, "total_loss": 0.1365407439880073}
{"data_time": 0.0029146360011509387, "eta_seconds": 5761.514997020591, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.0156981039152918, "fast_rcnn/fg_cls_accuracy": 0.9843018960847082, "iteration": 12219, "loss_box_reg": 0.0643689427524805, "loss_cls": 0.021759637631475925, "loss_rpn_cls": 0.0070624693762511015, "loss_rpn_loc": 0.022358437068760395, "lr": 0.00025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 2.0138215475017205, "total_loss": 0.11311174114234746}
{"data_time": 0.002666763501110836, "eta_seconds": 5718.317245298644, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.012666345999679333, "fast_rcnn/fg_cls_accuracy": 0.9873336540003206, "iteration": 12239, "loss_box_reg": 0.06663808226585388, "loss_cls": 0.01958632655441761, "loss_rpn_cls": 0.007576949894428253, "loss_rpn_loc": 0.02474980056285858, "lr": 0.00025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0486477939994074, "total_loss": 0.11790702305734158}
{"data_time": 0.003216040999177494, "eta_seconds": 5678.989919384827, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.021271086120153892, "fast_rcnn/fg_cls_accuracy": 0.9787289138798461, "iteration": 12259, "loss_box_reg": 0.07327795401215553, "loss_cls": 0.026237900368869305, "loss_rpn_cls": 0.009114580694586039, "loss_rpn_loc": 0.03189222142100334, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 2.134399788998053, "total_loss": 0.14091707998886704}
{"data_time": 0.0029505309994419804, "eta_seconds": 5637.416654189952, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.020771929824561403, "fast_rcnn/fg_cls_accuracy": 0.9792280701754386, "iteration": 12279, "loss_box_reg": 0.0677935853600502, "loss_cls": 0.022454612888395786, "loss_rpn_cls": 0.0056618801318109035, "loss_rpn_loc": 0.031997302547097206, "lr": 0.00025, "roi_head/num_bg_samples": 109.08333333333334, "roi_head/num_fg_samples": 18.916666666666664, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.078022684499956, "total_loss": 0.13246721564792097}
{"data_time": 0.0031142520001594676, "eta_seconds": 5596.115203304786, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.023913871951219513, "fast_rcnn/fg_cls_accuracy": 0.9760861280487805, "iteration": 12299, "loss_box_reg": 0.0611911304295063, "loss_cls": 0.02451006043702364, "loss_rpn_cls": 0.008280385285615921, "loss_rpn_loc": 0.029874068684875965, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.1189276485019946, "total_loss": 0.12321688560768962}
{"data_time": 0.002811884998664027, "eta_seconds": 5555.23886730336, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.01614583333333333, "fast_rcnn/fg_cls_accuracy": 0.9838541666666667, "iteration": 12319, "loss_box_reg": 0.05576622486114502, "loss_cls": 0.01931774988770485, "loss_rpn_cls": 0.007709647063165903, "loss_rpn_loc": 0.027773450128734112, "lr": 0.00025, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.0796265015014797, "total_loss": 0.11833970295265317}
{"data_time": 0.00294126249900728, "eta_seconds": 5513.433981839711, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.015564437984496124, "fast_rcnn/fg_cls_accuracy": 0.9844355620155039, "iteration": 12339, "loss_box_reg": 0.06229230761528015, "loss_cls": 0.019192680716514587, "loss_rpn_cls": 0.008880292531102896, "loss_rpn_loc": 0.023549330420792103, "lr": 0.00025, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0349536835001345, "total_loss": 0.12159328861162066}
{"data_time": 0.00293291499838233, "eta_seconds": 5474.573852465115, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.02020408163265306, "fast_rcnn/fg_cls_accuracy": 0.9797959183673469, "iteration": 12359, "loss_box_reg": 0.0649946890771389, "loss_cls": 0.023297186940908432, "loss_rpn_cls": 0.006611415185034275, "loss_rpn_loc": 0.026291376911103725, "lr": 0.00025, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.0907883679992665, "total_loss": 0.1279792576096952}
{"data_time": 0.0028133275009167846, "eta_seconds": 5434.009944016201, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.022875816993464054, "fast_rcnn/fg_cls_accuracy": 0.9771241830065359, "iteration": 12379, "loss_box_reg": 0.06536473706364632, "loss_cls": 0.020748259499669075, "loss_rpn_cls": 0.005989426281303167, "loss_rpn_loc": 0.030619493685662746, "lr": 0.00025, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 2.07115238050028, "total_loss": 0.1282011221628636}
{"data_time": 0.003065347000301699, "eta_seconds": 5391.136157508965, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.011000967117988394, "fast_rcnn/fg_cls_accuracy": 0.9889990328820116, "iteration": 12399, "loss_box_reg": 0.05746510438621044, "loss_cls": 0.022645220160484314, "loss_rpn_cls": 0.009794694371521473, "loss_rpn_loc": 0.026633014902472496, "lr": 0.00025, "roi_head/num_bg_samples": 108.58333333333333, "roi_head/num_fg_samples": 19.416666666666668, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.007136130501749, "total_loss": 0.12341470224782825}
{"data_time": 0.002953393999632681, "eta_seconds": 5350.21913850953, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.030169799878714373, "fast_rcnn/fg_cls_accuracy": 0.9698302001212856, "iteration": 12419, "loss_box_reg": 0.05574668571352959, "loss_cls": 0.022174128331243992, "loss_rpn_cls": 0.006413398077711463, "loss_rpn_loc": 0.02330266498029232, "lr": 0.00025, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0584718250011065, "total_loss": 0.1197362095117569}
{"data_time": 0.0031088465002540033, "eta_seconds": 5308.760640729526, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.020253682487725043, "fast_rcnn/fg_cls_accuracy": 0.9797463175122749, "iteration": 12439, "loss_box_reg": 0.0686739832162857, "loss_cls": 0.022400780580937862, "loss_rpn_cls": 0.007315624738112092, "loss_rpn_loc": 0.02261832170188427, "lr": 0.00025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.061321630000748, "total_loss": 0.1255778749473393}
{"data_time": 0.003060290999201243, "eta_seconds": 5267.302142949522, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.013403361344537814, "fast_rcnn/fg_cls_accuracy": 0.9865966386554621, "iteration": 12459, "loss_box_reg": 0.06926045194268227, "loss_cls": 0.022400572896003723, "loss_rpn_cls": 0.007551189977675676, "loss_rpn_loc": 0.027413638308644295, "lr": 0.00025, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.0710390574986377, "total_loss": 0.12850507465191185}
{"data_time": 0.003117919000942493, "eta_seconds": 5225.2422366703995, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01633986928104575, "fast_rcnn/fg_cls_accuracy": 0.9836601307189542, "iteration": 12479, "loss_box_reg": 0.057519832625985146, "loss_cls": 0.018459076061844826, "loss_rpn_cls": 0.011101040057837963, "loss_rpn_loc": 0.041510239243507385, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 2.111885415501092, "total_loss": 0.1295203361660242}
{"data_time": 0.0029261774998303736, "eta_seconds": 5182.264978413168, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.014391468654552984, "fast_rcnn/fg_cls_accuracy": 0.985608531345447, "iteration": 12499, "loss_box_reg": 0.06323426216840744, "loss_cls": 0.02367351111024618, "loss_rpn_cls": 0.006327859591692686, "loss_rpn_loc": 0.026108133606612682, "lr": 0.00025, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.0600231395001174, "total_loss": 0.12775650201365352}
{"data_time": 0.002878716499253642, "eta_seconds": 5141.63518987114, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.011022286821705425, "fast_rcnn/fg_cls_accuracy": 0.9889777131782946, "iteration": 12519, "loss_box_reg": 0.06141681969165802, "loss_cls": 0.019186646677553654, "loss_rpn_cls": 0.007298762444406748, "loss_rpn_loc": 0.036704814061522484, "lr": 0.00025, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 2.158812224997746, "total_loss": 0.12958171125501394}
{"data_time": 0.0028339885011519073, "eta_seconds": 5100.881056900378, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01980974796508777, "fast_rcnn/fg_cls_accuracy": 0.9801902520349122, "iteration": 12539, "loss_box_reg": 0.05629448965191841, "loss_cls": 0.020673365332186222, "loss_rpn_cls": 0.008776464033871889, "loss_rpn_loc": 0.02690986730158329, "lr": 0.00025, "roi_head/num_bg_samples": 110.83333333333333, "roi_head/num_fg_samples": 17.166666666666668, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.103455364000183, "total_loss": 0.11886136047542095}
{"data_time": 0.0031440805014426587, "eta_seconds": 5058.7390159111055, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01702158481819499, "fast_rcnn/fg_cls_accuracy": 0.9829784151818051, "iteration": 12559, "loss_box_reg": 0.05963146314024925, "loss_cls": 0.021504051983356476, "loss_rpn_cls": 0.008855408988893032, "loss_rpn_loc": 0.03329460695385933, "lr": 0.00025, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 2.0659801745023287, "total_loss": 0.1351723182015121}
{"data_time": 0.0028419059999578167, "eta_seconds": 5016.498805573083, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.024127906976744187, "fast_rcnn/fg_cls_accuracy": 0.9758720930232558, "iteration": 12579, "loss_box_reg": 0.05788338929414749, "loss_cls": 0.021345910616219044, "loss_rpn_cls": 0.008050997741520405, "loss_rpn_loc": 0.027595429681241512, "lr": 0.00025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 2.0534366904994386, "total_loss": 0.11562547506764531}
{"data_time": 0.0028415944980224594, "eta_seconds": 4974.554832704476, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.014300254452926209, "fast_rcnn/fg_cls_accuracy": 0.9856997455470737, "iteration": 12599, "loss_box_reg": 0.06745301559567451, "loss_cls": 0.02564661204814911, "loss_rpn_cls": 0.00911170057952404, "loss_rpn_loc": 0.03161568567156792, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 2.0997123580000334, "total_loss": 0.13725759950466454}
{"data_time": 0.002778702501018415, "eta_seconds": 4932.030808878664, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.014794191505622886, "fast_rcnn/fg_cls_accuracy": 0.9852058084943771, "iteration": 12619, "loss_box_reg": 0.06148136407136917, "loss_cls": 0.022791169583797455, "loss_rpn_cls": 0.007026422536000609, "loss_rpn_loc": 0.032442488707602024, "lr": 0.00025, "roi_head/num_bg_samples": 108.66666666666666, "roi_head/num_fg_samples": 19.333333333333336, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.053776144501171, "total_loss": 0.12671771319583058}
{"data_time": 0.0027598524993663887, "eta_seconds": 4889.971120941929, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.014743589743589743, "fast_rcnn/fg_cls_accuracy": 0.9852564102564103, "iteration": 12639, "loss_box_reg": 0.05852159671485424, "loss_cls": 0.01770404726266861, "loss_rpn_cls": 0.0074652694165706635, "loss_rpn_loc": 0.030894750729203224, "lr": 0.00025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.0444653230006224, "total_loss": 0.1201989424880594}
{"data_time": 0.0028364784993755165, "eta_seconds": 4847.379323460458, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018925518925518928, "fast_rcnn/fg_cls_accuracy": 0.981074481074481, "iteration": 12659, "loss_box_reg": 0.05721060000360012, "loss_cls": 0.023875308223068714, "loss_rpn_cls": 0.00864327559247613, "loss_rpn_loc": 0.026345660910010338, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0423132379983144, "total_loss": 0.12526644160971045}
{"data_time": 0.0027974365002592094, "eta_seconds": 4805.966428770493, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.018433571185864764, "fast_rcnn/fg_cls_accuracy": 0.9815664288141353, "iteration": 12679, "loss_box_reg": 0.05917998403310776, "loss_cls": 0.02167115081101656, "loss_rpn_cls": 0.007417132379487157, "loss_rpn_loc": 0.02522912807762623, "lr": 0.00025, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0947585194990097, "total_loss": 0.10930077283410355}
{"data_time": 0.0025081760013563326, "eta_seconds": 4765.300206284337, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.0167013167013167, "fast_rcnn/fg_cls_accuracy": 0.9832986832986833, "iteration": 12699, "loss_box_reg": 0.05286161042749882, "loss_cls": 0.020721349865198135, "loss_rpn_cls": 0.0065659633837640285, "loss_rpn_loc": 0.023154431954026222, "lr": 0.00025, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.095403722998526, "total_loss": 0.11303406057413667}
{"data_time": 0.0030817669994576136, "eta_seconds": 4723.88082161433, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.01369485294117647, "fast_rcnn/fg_cls_accuracy": 0.9863051470588236, "iteration": 12719, "loss_box_reg": 0.057124730199575424, "loss_cls": 0.019195093773305416, "loss_rpn_cls": 0.00655926950275898, "loss_rpn_loc": 0.02459649834781885, "lr": 0.00025, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.050798013498934, "total_loss": 0.1152599499328062}
{"data_time": 0.002938317000371171, "eta_seconds": 4681.727744700596, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.017645245800585605, "fast_rcnn/fg_cls_accuracy": 0.9823547541994144, "iteration": 12739, "loss_box_reg": 0.05651135370135307, "loss_cls": 0.020357797853648663, "loss_rpn_cls": 0.007067864295095205, "loss_rpn_loc": 0.025890273973345757, "lr": 0.00025, "roi_head/num_bg_samples": 110.83333333333333, "roi_head/num_fg_samples": 17.166666666666668, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.030454390998784, "total_loss": 0.12188348290510476}
{"data_time": 0.002868892499463982, "eta_seconds": 4641.88743030656, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.017621487346685297, "fast_rcnn/fg_cls_accuracy": 0.9823785126533147, "iteration": 12759, "loss_box_reg": 0.06497329846024513, "loss_cls": 0.026102599687874317, "loss_rpn_cls": 0.007939651608467102, "loss_rpn_loc": 0.02038916014134884, "lr": 0.00025, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666668, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 2.0452959680005733, "total_loss": 0.12084945454262197}
{"data_time": 0.002971724499730044, "eta_seconds": 4598.901955320665, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.025431034482758623, "fast_rcnn/fg_cls_accuracy": 0.9745689655172414, "iteration": 12779, "loss_box_reg": 0.0630832351744175, "loss_cls": 0.018514147959649563, "loss_rpn_cls": 0.0063213498797267675, "loss_rpn_loc": 0.02506518643349409, "lr": 0.00025, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0346513534987025, "total_loss": 0.11731753218919039}
{"data_time": 0.003010884500326938, "eta_seconds": 4558.203282934301, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.0174984783931832, "fast_rcnn/fg_cls_accuracy": 0.9825015216068168, "iteration": 12799, "loss_box_reg": 0.0648769810795784, "loss_cls": 0.02231093868613243, "loss_rpn_cls": 0.005681425333023071, "loss_rpn_loc": 0.03006940707564354, "lr": 0.00025, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 2.125828142998216, "total_loss": 0.12394612387288362}
{"data_time": 0.0028031760011799634, "eta_seconds": 4512.854948901855, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.013926568999819134, "fast_rcnn/fg_cls_accuracy": 0.9860734310001809, "iteration": 12819, "loss_box_reg": 0.06191060692071915, "loss_cls": 0.021146693266928196, "loss_rpn_cls": 0.00943316612392664, "loss_rpn_loc": 0.03304777480661869, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 2.0321152360011183, "total_loss": 0.13621464744210243}
{"data_time": 0.0030891694987076335, "eta_seconds": 4472.764681486302, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.021858576206402296, "fast_rcnn/fg_cls_accuracy": 0.9781414237935977, "iteration": 12839, "loss_box_reg": 0.06102622672915459, "loss_cls": 0.02082542236894369, "loss_rpn_cls": 0.006102459505200386, "loss_rpn_loc": 0.027111854404211044, "lr": 0.00025, "roi_head/num_bg_samples": 109.16666666666666, "roi_head/num_fg_samples": 18.833333333333336, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0626381570000376, "total_loss": 0.11961260950192809}
{"data_time": 0.0029657209997822065, "eta_seconds": 4433.614650584024, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.022657450076804916, "fast_rcnn/fg_cls_accuracy": 0.9773425499231951, "iteration": 12859, "loss_box_reg": 0.06330033764243126, "loss_cls": 0.022751716896891594, "loss_rpn_cls": 0.006578436121344566, "loss_rpn_loc": 0.024505541659891605, "lr": 0.00025, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.1157076110011985, "total_loss": 0.11899386253207922}
{"data_time": 0.003062230001887656, "eta_seconds": 4392.198353054047, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.011176323676323676, "fast_rcnn/fg_cls_accuracy": 0.9888236763236764, "iteration": 12879, "loss_box_reg": 0.05831952951848507, "loss_cls": 0.024916527792811394, "loss_rpn_cls": 0.00859295204281807, "loss_rpn_loc": 0.02641688659787178, "lr": 0.00025, "roi_head/num_bg_samples": 111.16666666666666, "roi_head/num_fg_samples": 16.833333333333336, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.039833892999013, "total_loss": 0.11956917203497142}
{"data_time": 0.0027885185008926783, "eta_seconds": 4348.578711616252, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.014525835235526044, "fast_rcnn/fg_cls_accuracy": 0.985474164764474, "iteration": 12899, "loss_box_reg": 0.06586994230747223, "loss_cls": 0.01872424129396677, "loss_rpn_cls": 0.00744835170917213, "loss_rpn_loc": 0.024361276999115944, "lr": 0.00025, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.9305228465000255, "total_loss": 0.12111576041206717}
{"data_time": 0.0031378655003209133, "eta_seconds": 4308.030572787953, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.015142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9848571428571429, "iteration": 12919, "loss_box_reg": 0.060252320021390915, "loss_cls": 0.02124052494764328, "loss_rpn_cls": 0.008219466544687748, "loss_rpn_loc": 0.026079808361828327, "lr": 0.00025, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.08784342150102, "total_loss": 0.12178252590820193}
{"data_time": 0.003003203999469406, "eta_seconds": 4260.979758217469, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.022147760706113108, "fast_rcnn/fg_cls_accuracy": 0.9778522392938869, "iteration": 12939, "loss_box_reg": 0.0631190575659275, "loss_cls": 0.026796198450028896, "loss_rpn_cls": 0.009421989787369967, "loss_rpn_loc": 0.04260407201945782, "lr": 0.00025, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 2.0118272394993255, "total_loss": 0.14284040965139866}
{"data_time": 0.0029221820022939937, "eta_seconds": 4215.314715617693, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.016670737664875427, "fast_rcnn/fg_cls_accuracy": 0.9833292623351245, "iteration": 12959, "loss_box_reg": 0.05750797688961029, "loss_cls": 0.020881407894194126, "loss_rpn_cls": 0.008687414228916168, "loss_rpn_loc": 0.02851878944784403, "lr": 0.00025, "roi_head/num_bg_samples": 109.58333333333333, "roi_head/num_fg_samples": 18.416666666666668, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 2.034676965498875, "total_loss": 0.11504226957913488}
{"data_time": 0.003135289498459315, "eta_seconds": 4173.350794390617, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.008774630541871921, "fast_rcnn/fg_cls_accuracy": 0.9912253694581281, "iteration": 12979, "loss_box_reg": 0.0615649688988924, "loss_cls": 0.02086210437119007, "loss_rpn_cls": 0.010194115806370974, "loss_rpn_loc": 0.02945319190621376, "lr": 0.00025, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0149068780010566, "total_loss": 0.11833168682642281}
{"data_time": 0.0033646415013208752, "eta_seconds": 4129.771068608055, "fast_rcnn/cls_accuracy": 0.9908854166666667, "fast_rcnn/false_negative": 0.018988102391539478, "fast_rcnn/fg_cls_accuracy": 0.9810118976084605, "iteration": 12999, "loss_box_reg": 0.06506850942969322, "loss_cls": 0.023861655965447426, "loss_rpn_cls": 0.006682137493044138, "loss_rpn_loc": 0.02553879376500845, "lr": 0.00025, "roi_head/num_bg_samples": 109.58333333333333, "roi_head/num_fg_samples": 18.416666666666668, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.0398460654996597, "total_loss": 0.12971540808212012}
{"data_time": 0.0032178805013245437, "eta_seconds": 4088.9848090164323, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.009906304899472966, "fast_rcnn/fg_cls_accuracy": 0.990093695100527, "iteration": 13019, "loss_box_reg": 0.059246789664030075, "loss_cls": 0.02312203124165535, "loss_rpn_cls": 0.0069679622538387775, "loss_rpn_loc": 0.02208858821541071, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 2.0802917325017916, "total_loss": 0.11457826592959464}
{"data_time": 0.0028984184991713846, "eta_seconds": 4047.702781666443, "fast_rcnn/cls_accuracy": 0.9915364583333334, "fast_rcnn/false_negative": 0.018354803401532373, "fast_rcnn/fg_cls_accuracy": 0.9816451965984676, "iteration": 13039, "loss_box_reg": 0.058592187240719795, "loss_cls": 0.02044123224914074, "loss_rpn_cls": 0.00900497566908598, "loss_rpn_loc": 0.028009779751300812, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.008944082999733, "total_loss": 0.11934827594086528}
{"data_time": 0.002973995502543403, "eta_seconds": 4008.07725806539, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01852010631912887, "fast_rcnn/fg_cls_accuracy": 0.9814798936808711, "iteration": 13059, "loss_box_reg": 0.05999189801514149, "loss_cls": 0.018156290985643864, "loss_rpn_cls": 0.005452296696603298, "loss_rpn_loc": 0.026460825465619564, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.58333333333334, "roi_head/num_fg_samples": 18.416666666666664, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.065403492000769, "total_loss": 0.11158503359183669}
{"data_time": 0.003216220000467729, "eta_seconds": 3965.1387269664647, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.011874559548978154, "fast_rcnn/fg_cls_accuracy": 0.9881254404510218, "iteration": 13079, "loss_box_reg": 0.058896975591778755, "loss_cls": 0.020392710343003273, "loss_rpn_cls": 0.007890894543379545, "loss_rpn_loc": 0.03066177386790514, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 2.036828833501204, "total_loss": 0.13446372910402715}
{"data_time": 0.0029787455023324583, "eta_seconds": 3925.5516378706398, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.011705914567360351, "fast_rcnn/fg_cls_accuracy": 0.9882940854326396, "iteration": 13099, "loss_box_reg": 0.05242447555065155, "loss_cls": 0.019560079090297222, "loss_rpn_cls": 0.007117485394701362, "loss_rpn_loc": 0.02676307037472725, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.0797131509989413, "total_loss": 0.11875830893404782}
{"data_time": 0.0029612875005113892, "eta_seconds": 3884.2517784506435, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.012961409395973154, "fast_rcnn/fg_cls_accuracy": 0.9870385906040269, "iteration": 13119, "loss_box_reg": 0.06501039117574692, "loss_cls": 0.018657710403203964, "loss_rpn_cls": 0.008029385469853878, "loss_rpn_loc": 0.0211216788738966, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.08333333333333, "roi_head/num_fg_samples": 17.916666666666668, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.079552817500371, "total_loss": 0.11436508968472481}
{"data_time": 0.0027190104992769193, "eta_seconds": 3843.3967920138966, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.010456885456885456, "fast_rcnn/fg_cls_accuracy": 0.9895431145431146, "iteration": 13139, "loss_box_reg": 0.055397843942046165, "loss_cls": 0.021560917608439922, "loss_rpn_cls": 0.008535400032997131, "loss_rpn_loc": 0.02253579441457987, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 2.0631298045009316, "total_loss": 0.12184477038681507}
{"data_time": 0.0029080994991090847, "eta_seconds": 3803.746001964044, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.01827849783981389, "fast_rcnn/fg_cls_accuracy": 0.9817215021601862, "iteration": 13159, "loss_box_reg": 0.06130244396626949, "loss_cls": 0.02353464439511299, "loss_rpn_cls": 0.008218812756240368, "loss_rpn_loc": 0.02021324448287487, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.1223857080003654, "total_loss": 0.11613018997013569}
{"data_time": 0.002772237499812036, "eta_seconds": 3761.6379800652503, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.019294990723562153, "fast_rcnn/fg_cls_accuracy": 0.9807050092764378, "iteration": 13179, "loss_box_reg": 0.057364361360669136, "loss_cls": 0.021119313314557076, "loss_rpn_cls": 0.007448603864759207, "loss_rpn_loc": 0.03365604393184185, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.83333333333334, "roi_head/num_fg_samples": 18.166666666666664, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.108253298998534, "total_loss": 0.130749388365075}
{"data_time": 0.0030513934998452896, "eta_seconds": 3719.0523407706587, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.021937916098500043, "fast_rcnn/fg_cls_accuracy": 0.9780620839015, "iteration": 13199, "loss_box_reg": 0.05773635022342205, "loss_cls": 0.022053690627217293, "loss_rpn_cls": 0.00587248825468123, "loss_rpn_loc": 0.023102598264813423, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.0588984445003007, "total_loss": 0.10920796333812177}
{"data_time": 0.0028849470018030843, "eta_seconds": 3676.16453551654, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.026379589009466638, "fast_rcnn/fg_cls_accuracy": 0.9736204109905333, "iteration": 13219, "loss_box_reg": 0.06168074160814285, "loss_cls": 0.021508892066776752, "loss_rpn_cls": 0.009327661246061325, "loss_rpn_loc": 0.03182595409452915, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.41666666666666, "roi_head/num_fg_samples": 16.583333333333336, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.0471169685006316, "total_loss": 0.12848404073156416}
{"data_time": 0.0029942149994894862, "eta_seconds": 3636.641036604322, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.024404761904761905, "fast_rcnn/fg_cls_accuracy": 0.9755952380952381, "iteration": 13239, "loss_box_reg": 0.05998099595308304, "loss_cls": 0.024092331528663635, "loss_rpn_cls": 0.00893397442996502, "loss_rpn_loc": 0.02484719827771187, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 112.08333333333333, "roi_head/num_fg_samples": 15.916666666666668, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0756291580000834, "total_loss": 0.11848006071522832}
{"data_time": 0.0031087194984138478, "eta_seconds": 3592.450224750861, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.013860911270983215, "fast_rcnn/fg_cls_accuracy": 0.9861390887290168, "iteration": 13259, "loss_box_reg": 0.05348629876971245, "loss_cls": 0.022026946768164635, "loss_rpn_cls": 0.007971802493557334, "loss_rpn_loc": 0.028956438414752483, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 2.072250299499501, "total_loss": 0.11362869152799249}
{"data_time": 0.003089580000960268, "eta_seconds": 3550.2107232547496, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.019142700128228614, "fast_rcnn/fg_cls_accuracy": 0.9808572998717714, "iteration": 13279, "loss_box_reg": 0.06165211647748947, "loss_cls": 0.02204148191958666, "loss_rpn_cls": 0.008268021512776613, "loss_rpn_loc": 0.028195802122354507, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 2.05505333399924, "total_loss": 0.11672811396420002}
{"data_time": 0.002683613998669898, "eta_seconds": 3507.1180612020016, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.022474747474747474, "fast_rcnn/fg_cls_accuracy": 0.9775252525252525, "iteration": 13299, "loss_box_reg": 0.05268754996359348, "loss_cls": 0.021115298382937908, "loss_rpn_cls": 0.008422660175710917, "loss_rpn_loc": 0.0303781908005476, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.91666666666667, "roi_head/num_fg_samples": 16.083333333333332, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.0570008814993344, "total_loss": 0.11365388007834554}
{"data_time": 0.0030625249983131653, "eta_seconds": 3464.103464278034, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01925925925925926, "fast_rcnn/fg_cls_accuracy": 0.9807407407407407, "iteration": 13319, "loss_box_reg": 0.05426262132823467, "loss_cls": 0.017329671420156956, "loss_rpn_cls": 0.009440291672945023, "loss_rpn_loc": 0.01911935582756996, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.08333333333333, "roi_head/num_fg_samples": 16.916666666666668, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.0534088405020157, "total_loss": 0.1000917594647035}
{"data_time": 0.00314490650089283, "eta_seconds": 3425.2899012309026, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.010998010998011, "fast_rcnn/fg_cls_accuracy": 0.989001989001989, "iteration": 13339, "loss_box_reg": 0.060291217640042305, "loss_cls": 0.01939628552645445, "loss_rpn_cls": 0.007072819862514734, "loss_rpn_loc": 0.02585149835795164, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.10351054199964, "total_loss": 0.12391166505403817}
{"data_time": 0.0028651235006691422, "eta_seconds": 3381.6738755980095, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.010753931544865866, "fast_rcnn/fg_cls_accuracy": 0.9892460684551341, "iteration": 13359, "loss_box_reg": 0.055942848324775696, "loss_cls": 0.021109034307301044, "loss_rpn_cls": 0.006698810728266835, "loss_rpn_loc": 0.023878776468336582, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.83333333333333, "roi_head/num_fg_samples": 17.166666666666668, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.0469926615005534, "total_loss": 0.1055563404224813}
{"data_time": 0.0029067254999972647, "eta_seconds": 3341.552462778782, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01951265943270512, "fast_rcnn/fg_cls_accuracy": 0.9804873405672949, "iteration": 13379, "loss_box_reg": 0.058109547942876816, "loss_cls": 0.021678238175809383, "loss_rpn_cls": 0.008132683113217354, "loss_rpn_loc": 0.03277662582695484, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 2.084848034501192, "total_loss": 0.12868515867739916}
{"data_time": 0.0026055955022457056, "eta_seconds": 3300.9382810020015, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.014043559672809697, "fast_rcnn/fg_cls_accuracy": 0.9859564403271903, "iteration": 13399, "loss_box_reg": 0.05351454205811024, "loss_cls": 0.01799141615629196, "loss_rpn_cls": 0.007085347082465887, "loss_rpn_loc": 0.02641255035996437, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 2.0484068549976655, "total_loss": 0.11144824558869004}
{"data_time": 0.002956581500257016, "eta_seconds": 3257.0348862674346, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.011446886446886448, "fast_rcnn/fg_cls_accuracy": 0.9885531135531136, "iteration": 13419, "loss_box_reg": 0.057653311640024185, "loss_cls": 0.017091539688408375, "loss_rpn_cls": 0.008896931074559689, "loss_rpn_loc": 0.029911044985055923, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.91666666666667, "roi_head/num_fg_samples": 19.083333333333332, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 2.0174562874999538, "total_loss": 0.12276100227609277}
{"data_time": 0.002519127499908791, "eta_seconds": 3213.9771467795563, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.018721699756182514, "fast_rcnn/fg_cls_accuracy": 0.9812783002438175, "iteration": 13439, "loss_box_reg": 0.06484649330377579, "loss_cls": 0.02166532352566719, "loss_rpn_cls": 0.006922582862898707, "loss_rpn_loc": 0.020188787952065468, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 2.0322274485006346, "total_loss": 0.1201422973535955}
{"data_time": 0.003111879997959477, "eta_seconds": 3172.620986779317, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.017392619479733817, "fast_rcnn/fg_cls_accuracy": 0.9826073805202662, "iteration": 13459, "loss_box_reg": 0.056916674599051476, "loss_cls": 0.020896529778838158, "loss_rpn_cls": 0.006173858884721994, "loss_rpn_loc": 0.018840881064534187, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 2.107222003500283, "total_loss": 0.10778322722762823}
{"data_time": 0.002963578999697347, "eta_seconds": 3130.625647010913, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.018608274190756446, "fast_rcnn/fg_cls_accuracy": 0.9813917258092435, "iteration": 13479, "loss_box_reg": 0.05555104650557041, "loss_cls": 0.023412720300257206, "loss_rpn_cls": 0.010720962192863226, "loss_rpn_loc": 0.017374102026224136, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.9876380604982842, "total_loss": 0.11485845036804676}
{"data_time": 0.0030359204993146705, "eta_seconds": 3090.258790993783, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.01256472738349071, "fast_rcnn/fg_cls_accuracy": 0.9874352726165092, "iteration": 13499, "loss_box_reg": 0.057164616882801056, "loss_cls": 0.019688772968947887, "loss_rpn_cls": 0.008776928298175335, "loss_rpn_loc": 0.03565518744289875, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.33333333333333, "roi_head/num_fg_samples": 17.666666666666668, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 2.111986339001305, "total_loss": 0.12387081095948815}
{"data_time": 0.002735800999289495, "eta_seconds": 3048.754565227602, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.014931129476584024, "fast_rcnn/fg_cls_accuracy": 0.9850688705234161, "iteration": 13519, "loss_box_reg": 0.05269061215221882, "loss_cls": 0.02243155986070633, "loss_rpn_cls": 0.008320276159793139, "loss_rpn_loc": 0.033077411353588104, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.1050546129990835, "total_loss": 0.1254718923009932}
{"data_time": 0.003050245501071913, "eta_seconds": 3007.9067912337887, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01919438510833079, "fast_rcnn/fg_cls_accuracy": 0.9808056148916692, "iteration": 13539, "loss_box_reg": 0.06818785145878792, "loss_cls": 0.02344705443829298, "loss_rpn_cls": 0.006118181394413114, "loss_rpn_loc": 0.0311380997300148, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.1049610794998443, "total_loss": 0.13050592737272382}
{"data_time": 0.0030168095017870655, "eta_seconds": 2966.4114304476534, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.014678448699067256, "fast_rcnn/fg_cls_accuracy": 0.9853215513009328, "iteration": 13559, "loss_box_reg": 0.06244629994034767, "loss_cls": 0.018366025760769844, "loss_rpn_cls": 0.009045128710567951, "loss_rpn_loc": 0.02527208160609007, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.91666666666667, "roi_head/num_fg_samples": 19.083333333333332, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0405878865003615, "total_loss": 0.12246206845156848}
{"data_time": 0.0027360229978512507, "eta_seconds": 2926.2666172690733, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01880151098901099, "fast_rcnn/fg_cls_accuracy": 0.981198489010989, "iteration": 13579, "loss_box_reg": 0.062175923958420753, "loss_cls": 0.02329113893210888, "loss_rpn_cls": 0.0072442046366631985, "loss_rpn_loc": 0.029140672646462917, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.91666666666666, "roi_head/num_fg_samples": 17.083333333333336, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 2.132785761001287, "total_loss": 0.1287971343845129}
{"data_time": 0.003107369999270304, "eta_seconds": 2883.7212644664523, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01562881562881563, "fast_rcnn/fg_cls_accuracy": 0.9843711843711844, "iteration": 13599, "loss_box_reg": 0.057101378217339516, "loss_cls": 0.01854158565402031, "loss_rpn_cls": 0.00689514190889895, "loss_rpn_loc": 0.02175692468881607, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.58333333333333, "roi_head/num_fg_samples": 16.416666666666668, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 2.0440598345012404, "total_loss": 0.10069156240206212}
{"data_time": 0.002904594000938232, "eta_seconds": 2842.172146582938, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.019803921568627453, "fast_rcnn/fg_cls_accuracy": 0.9801960784313726, "iteration": 13619, "loss_box_reg": 0.0555192194879055, "loss_cls": 0.022437057457864285, "loss_rpn_cls": 0.009425322990864515, "loss_rpn_loc": 0.029717720113694668, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.0412277945015376, "total_loss": 0.11082371044903994}
{"data_time": 0.0029534800014516804, "eta_seconds": 2802.1842547714878, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.010302197802197804, "fast_rcnn/fg_cls_accuracy": 0.9896978021978022, "iteration": 13639, "loss_box_reg": 0.05296851135790348, "loss_cls": 0.019189275801181793, "loss_rpn_cls": 0.006339119281619787, "loss_rpn_loc": 0.03826829791069031, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.08333333333333, "roi_head/num_fg_samples": 17.916666666666668, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 2.1091715219972684, "total_loss": 0.124601123156026}
{"data_time": 0.0029063484998914646, "eta_seconds": 2761.5225431089566, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.019927000098648517, "fast_rcnn/fg_cls_accuracy": 0.9800729999013515, "iteration": 13659, "loss_box_reg": 0.062311096116900444, "loss_cls": 0.02079709991812706, "loss_rpn_cls": 0.007898478535935283, "loss_rpn_loc": 0.024479935877025127, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.0467712960016797, "total_loss": 0.12610142724588513}
{"data_time": 0.002754963499683072, "eta_seconds": 2719.0548111064836, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.025003906860446942, "fast_rcnn/fg_cls_accuracy": 0.974996093139553, "iteration": 13679, "loss_box_reg": 0.0599103607237339, "loss_cls": 0.021551694720983505, "loss_rpn_cls": 0.007022020872682333, "loss_rpn_loc": 0.02339158020913601, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 2.0345134620001772, "total_loss": 0.11941219912841916}
{"data_time": 0.0030638874995929655, "eta_seconds": 2677.5278513427966, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.021194029850746268, "fast_rcnn/fg_cls_accuracy": 0.9788059701492537, "iteration": 13699, "loss_box_reg": 0.05995151400566101, "loss_cls": 0.024709530174732208, "loss_rpn_cls": 0.006765004945918918, "loss_rpn_loc": 0.023695992305874825, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.91666666666666, "roi_head/num_fg_samples": 18.083333333333336, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 2.0508823384989228, "total_loss": 0.12565829697996378}
{"data_time": 0.002966079999168869, "eta_seconds": 2636.6421867657336, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.021061966522558477, "fast_rcnn/fg_cls_accuracy": 0.9789380334774416, "iteration": 13719, "loss_box_reg": 0.06274904310703278, "loss_cls": 0.01980864442884922, "loss_rpn_cls": 0.007301324978470802, "loss_rpn_loc": 0.030129028484225273, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 2.049937106499783, "total_loss": 0.11748897610232234}
{"data_time": 0.003138813497571391, "eta_seconds": 2596.1467924338176, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.012146192004668807, "fast_rcnn/fg_cls_accuracy": 0.9878538079953312, "iteration": 13739, "loss_box_reg": 0.0573343001306057, "loss_cls": 0.022176915779709816, "loss_rpn_cls": 0.008194230496883392, "loss_rpn_loc": 0.025669127702713013, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 2.092718365500332, "total_loss": 0.11158026498742402}
{"data_time": 0.0030583964980905876, "eta_seconds": 2554.311439325742, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.011634199134199134, "fast_rcnn/fg_cls_accuracy": 0.988365800865801, "iteration": 13759, "loss_box_reg": 0.04960033297538757, "loss_cls": 0.018781076185405254, "loss_rpn_cls": 0.00800375547260046, "loss_rpn_loc": 0.03139340877532959, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.66666666666667, "roi_head/num_fg_samples": 16.333333333333332, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.036771029499505, "total_loss": 0.1127356190700084}
{"data_time": 0.002853944999515079, "eta_seconds": 2514.788852731388, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01801948051948052, "fast_rcnn/fg_cls_accuracy": 0.9819805194805195, "iteration": 13779, "loss_box_reg": 0.05992657132446766, "loss_cls": 0.023908334784209728, "loss_rpn_cls": 0.006342468783259392, "loss_rpn_loc": 0.02812711987644434, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 2.1478305609980453, "total_loss": 0.11702631413936615}
{"data_time": 0.0030390310002985643, "eta_seconds": 2471.9806918857503, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01925925925925926, "fast_rcnn/fg_cls_accuracy": 0.9807407407407407, "iteration": 13799, "loss_box_reg": 0.057071391493082047, "loss_cls": 0.019673381000757217, "loss_rpn_cls": 0.007038070121780038, "loss_rpn_loc": 0.02695740107446909, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.025186193999616, "total_loss": 0.11212247097864747}
{"data_time": 0.003095593499892857, "eta_seconds": 2430.8153181657544, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.012375859434682964, "fast_rcnn/fg_cls_accuracy": 0.987624140565317, "iteration": 13819, "loss_box_reg": 0.06100834719836712, "loss_cls": 0.021425128914415836, "loss_rpn_cls": 0.007867601932957768, "loss_rpn_loc": 0.01883846800774336, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 2.0162899360002484, "total_loss": 0.11347809503786266}
{"data_time": 0.0027791610027634306, "eta_seconds": 2388.460912100789, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.014271255060728745, "fast_rcnn/fg_cls_accuracy": 0.9857287449392713, "iteration": 13839, "loss_box_reg": 0.0564914271235466, "loss_cls": 0.02093916106969118, "loss_rpn_cls": 0.005136316642165184, "loss_rpn_loc": 0.021793986670672894, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.33333333333334, "roi_head/num_fg_samples": 17.666666666666664, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.9380930740007898, "total_loss": 0.11553998803719878}
{"data_time": 0.0031452344974240987, "eta_seconds": 2347.2283108993906, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01023071301806034, "fast_rcnn/fg_cls_accuracy": 0.9897692869819397, "iteration": 13859, "loss_box_reg": 0.05663088150322437, "loss_cls": 0.020101788453757763, "loss_rpn_cls": 0.006725475890561938, "loss_rpn_loc": 0.035636305809020996, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 2.0819458850000956, "total_loss": 0.12473586527630687}
{"data_time": 0.0027242710002610693, "eta_seconds": 2306.6182272974365, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.017786561264822136, "fast_rcnn/fg_cls_accuracy": 0.9822134387351779, "iteration": 13879, "loss_box_reg": 0.05362253822386265, "loss_cls": 0.020457464270293713, "loss_rpn_cls": 0.005550611764192581, "loss_rpn_loc": 0.021297961473464966, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.66666666666666, "roi_head/num_fg_samples": 17.333333333333336, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 2.107177407500785, "total_loss": 0.10686414455994964}
{"data_time": 0.0031033799987199018, "eta_seconds": 2266.866175241299, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.02654763761110245, "fast_rcnn/fg_cls_accuracy": 0.9734523623888975, "iteration": 13899, "loss_box_reg": 0.06089072860777378, "loss_cls": 0.021377292461693287, "loss_rpn_cls": 0.009884281549602747, "loss_rpn_loc": 0.027910860255360603, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.090638202002083, "total_loss": 0.13112658285535872}
{"data_time": 0.0026603570022416534, "eta_seconds": 2226.807808780075, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01444966092853417, "fast_rcnn/fg_cls_accuracy": 0.9855503390714658, "iteration": 13919, "loss_box_reg": 0.05528342165052891, "loss_cls": 0.021384045481681824, "loss_rpn_cls": 0.008480805438011885, "loss_rpn_loc": 0.02284894324839115, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.91666666666667, "roi_head/num_fg_samples": 17.083333333333332, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 2.1461073925001983, "total_loss": 0.1114630214869976}
{"data_time": 0.0030041054997127503, "eta_seconds": 2185.6087743900644, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.010205144225762783, "fast_rcnn/fg_cls_accuracy": 0.9897948557742373, "iteration": 13939, "loss_box_reg": 0.06216089427471161, "loss_cls": 0.021195698529481888, "loss_rpn_cls": 0.008323648013174534, "loss_rpn_loc": 0.02756517194211483, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.91666666666667, "roi_head/num_fg_samples": 18.083333333333332, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 2.042979791500329, "total_loss": 0.11030509974807501}
{"data_time": 0.0029847890000382904, "eta_seconds": 2147.0616141074806, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.009709653092006033, "fast_rcnn/fg_cls_accuracy": 0.990290346907994, "iteration": 13959, "loss_box_reg": 0.059632906690239906, "loss_cls": 0.02259878348559141, "loss_rpn_cls": 0.006971918512135744, "loss_rpn_loc": 0.029846162535250187, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.58333333333334, "roi_head/num_fg_samples": 17.416666666666664, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 2.061237625999638, "total_loss": 0.12315779505297542}
{"data_time": 0.002757915499387309, "eta_seconds": 2107.2515806111423, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.010506050605060506, "fast_rcnn/fg_cls_accuracy": 0.9894939493949395, "iteration": 13979, "loss_box_reg": 0.05682612769305706, "loss_cls": 0.023159059695899487, "loss_rpn_cls": 0.006567893084138632, "loss_rpn_loc": 0.03016601875424385, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.41666666666667, "roi_head/num_fg_samples": 17.583333333333332, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.1001447345006454, "total_loss": 0.11027164501138031}
{"data_time": 0.003020288499101298, "eta_seconds": 2066.992462535607, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.021090021090021092, "fast_rcnn/fg_cls_accuracy": 0.9789099789099789, "iteration": 13999, "loss_box_reg": 0.056364523246884346, "loss_cls": 0.02156516257673502, "loss_rpn_cls": 0.007055322173982859, "loss_rpn_loc": 0.026686107739806175, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 2.0763381069991738, "total_loss": 0.1163946520537138}
{"data_time": 0.0030158110002957983, "eta_seconds": 2024.6952013511564, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018268268268268266, "fast_rcnn/fg_cls_accuracy": 0.9817317317317318, "iteration": 14019, "loss_box_reg": 0.05615795776247978, "loss_cls": 0.023264450952410698, "loss_rpn_cls": 0.006476899143308401, "loss_rpn_loc": 0.0272065456956625, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 2.0623125980000623, "total_loss": 0.11727934121154249}
{"data_time": 0.0030252284996095113, "eta_seconds": 1984.9005838215617, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.019904931669637554, "fast_rcnn/fg_cls_accuracy": 0.9800950683303624, "iteration": 14039, "loss_box_reg": 0.05347016640007496, "loss_cls": 0.01748934481292963, "loss_rpn_cls": 0.007652039639651775, "loss_rpn_loc": 0.02727647591382265, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.0920561354996607, "total_loss": 0.10515613993629813}
{"data_time": 0.003142629000649322, "eta_seconds": 1944.6493526895738, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.025105042016806724, "fast_rcnn/fg_cls_accuracy": 0.9748949579831933, "iteration": 14059, "loss_box_reg": 0.058671170845627785, "loss_cls": 0.02357142511755228, "loss_rpn_cls": 0.005540391895920038, "loss_rpn_loc": 0.03124489914625883, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.58333333333333, "roi_head/num_fg_samples": 18.416666666666668, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 2.081675069000994, "total_loss": 0.11697712377645075}
{"data_time": 0.00297079000119993, "eta_seconds": 1903.5757390801664, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.015685328185328185, "fast_rcnn/fg_cls_accuracy": 0.9843146718146718, "iteration": 14079, "loss_box_reg": 0.05410541780292988, "loss_cls": 0.020742090418934822, "loss_rpn_cls": 0.008645513094961643, "loss_rpn_loc": 0.02891165390610695, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.83333333333334, "roi_head/num_fg_samples": 16.166666666666664, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.068879273001585, "total_loss": 0.13102607685141265}
{"data_time": 0.0031535189991700463, "eta_seconds": 1862.0611578027274, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.016411084207694375, "fast_rcnn/fg_cls_accuracy": 0.9835889157923057, "iteration": 14099, "loss_box_reg": 0.05887564271688461, "loss_cls": 0.019579959101974964, "loss_rpn_cls": 0.008279451634734869, "loss_rpn_loc": 0.026478564366698265, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.0045057169991196, "total_loss": 0.11328655364923179}
{"data_time": 0.0030518229978042655, "eta_seconds": 1820.693496569973, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.022203069851432326, "fast_rcnn/fg_cls_accuracy": 0.9777969301485676, "iteration": 14119, "loss_box_reg": 0.06505189836025238, "loss_cls": 0.021901234984397888, "loss_rpn_cls": 0.007758346386253834, "loss_rpn_loc": 0.029856371693313122, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.83333333333333, "roi_head/num_fg_samples": 18.166666666666668, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 2.0746641449986782, "total_loss": 0.13023896841332316}
{"data_time": 0.0029082134988129837, "eta_seconds": 1779.339746215037, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.0036231884057971015, "fast_rcnn/fg_cls_accuracy": 0.9963768115942029, "iteration": 14139, "loss_box_reg": 0.055696744471788406, "loss_cls": 0.019634302705526352, "loss_rpn_cls": 0.006894854363054037, "loss_rpn_loc": 0.015359632205218077, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.16666666666667, "roi_head/num_fg_samples": 17.833333333333332, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 2.0544460245000664, "total_loss": 0.10461282217875123}
{"data_time": 0.0028129165002610534, "eta_seconds": 1738.0078125050477, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.016902011125374414, "fast_rcnn/fg_cls_accuracy": 0.9830979888746256, "iteration": 14159, "loss_box_reg": 0.05863487161695957, "loss_cls": 0.019838325679302216, "loss_rpn_cls": 0.006916775135323405, "loss_rpn_loc": 0.025364292785525322, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.084995641498608, "total_loss": 0.12072304682806134}
{"data_time": 0.0028755860003002454, "eta_seconds": 1697.0813727492477, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.018452380952380953, "fast_rcnn/fg_cls_accuracy": 0.981547619047619, "iteration": 14179, "loss_box_reg": 0.06012269668281078, "loss_cls": 0.021798153407871723, "loss_rpn_cls": 0.0069115846417844296, "loss_rpn_loc": 0.026720857247710228, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 2.110789542501152, "total_loss": 0.11078364215791225}
{"data_time": 0.003069009000682854, "eta_seconds": 1655.5528414801447, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01852010631912887, "fast_rcnn/fg_cls_accuracy": 0.9814798936808711, "iteration": 14199, "loss_box_reg": 0.05804661475121975, "loss_cls": 0.01953507959842682, "loss_rpn_cls": 0.008198658470064402, "loss_rpn_loc": 0.0272871321067214, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.063617122999858, "total_loss": 0.12016259180381894}
{"data_time": 0.0030971794985816814, "eta_seconds": 1614.6532686076189, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01661220043572985, "fast_rcnn/fg_cls_accuracy": 0.9833877995642701, "iteration": 14219, "loss_box_reg": 0.05805005691945553, "loss_cls": 0.019658691249787807, "loss_rpn_cls": 0.008079928811639547, "loss_rpn_loc": 0.026026977226138115, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.020025428500958, "total_loss": 0.11401920393109322}
{"data_time": 0.0030556615001842147, "eta_seconds": 1573.3049134576158, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.01716769820218096, "fast_rcnn/fg_cls_accuracy": 0.982832301797819, "iteration": 14239, "loss_box_reg": 0.06121020205318928, "loss_cls": 0.022108044475317, "loss_rpn_cls": 0.0069983587600290775, "loss_rpn_loc": 0.02645755372941494, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.58333333333333, "roi_head/num_fg_samples": 18.416666666666668, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.080639137999242, "total_loss": 0.11086496384814382}
{"data_time": 0.003285279501142213, "eta_seconds": 1531.7141257091262, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.01494711849773365, "fast_rcnn/fg_cls_accuracy": 0.9850528815022663, "iteration": 14259, "loss_box_reg": 0.061818039044737816, "loss_cls": 0.023674048483371735, "loss_rpn_cls": 0.00811710860580206, "loss_rpn_loc": 0.035889359191060066, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 2.045705206997809, "total_loss": 0.13207149831578135}
{"data_time": 0.0030131745006656274, "eta_seconds": 1490.0960887536294, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.019049346879535557, "fast_rcnn/fg_cls_accuracy": 0.9809506531204644, "iteration": 14279, "loss_box_reg": 0.058457981795072556, "loss_cls": 0.023227090947329998, "loss_rpn_cls": 0.0075430169235914946, "loss_rpn_loc": 0.02323353849351406, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.91666666666667, "roi_head/num_fg_samples": 19.083333333333332, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.9995290654987912, "total_loss": 0.12235224922187626}
{"data_time": 0.0030473385013465304, "eta_seconds": 1448.7619392736397, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01716769820218096, "fast_rcnn/fg_cls_accuracy": 0.982832301797819, "iteration": 14299, "loss_box_reg": 0.05469471402466297, "loss_cls": 0.01818367838859558, "loss_rpn_cls": 0.006258500507101417, "loss_rpn_loc": 0.020950046367943287, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.91666666666666, "roi_head/num_fg_samples": 19.083333333333336, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 2.0328925315006927, "total_loss": 0.10843223659321666}
{"data_time": 0.0030419934992096387, "eta_seconds": 1407.5483874034853, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.009616273693943597, "fast_rcnn/fg_cls_accuracy": 0.9903837263060564, "iteration": 14319, "loss_box_reg": 0.05991428345441818, "loss_cls": 0.018194970674812794, "loss_rpn_cls": 0.00695436168462038, "loss_rpn_loc": 0.02443415578454733, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 2.067733865998889, "total_loss": 0.11378837027586997}
{"data_time": 0.0031458379999094177, "eta_seconds": 1366.210696143471, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.02904040404040404, "fast_rcnn/fg_cls_accuracy": 0.970959595959596, "iteration": 14339, "loss_box_reg": 0.052345557138323784, "loss_cls": 0.021798988804221153, "loss_rpn_cls": 0.007359713781625032, "loss_rpn_loc": 0.02152532897889614, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 113.16666666666666, "roi_head/num_fg_samples": 14.833333333333332, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 2.088952744999915, "total_loss": 0.10763816139660776}
{"data_time": 0.0026502410000830423, "eta_seconds": 1324.8730048834568, "fast_rcnn/cls_accuracy": 0.9934895833333333, "fast_rcnn/false_negative": 0.017427884615384616, "fast_rcnn/fg_cls_accuracy": 0.9825721153846154, "iteration": 14359, "loss_box_reg": 0.05552448891103268, "loss_cls": 0.017089588567614555, "loss_rpn_cls": 0.007863387931138277, "loss_rpn_loc": 0.029680977575480938, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.08333333333334, "roi_head/num_fg_samples": 16.916666666666664, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 2.0148216345005494, "total_loss": 0.1069866013713181}
{"data_time": 0.0029206730014266213, "eta_seconds": 1283.8664274075945, "fast_rcnn/cls_accuracy": 0.9895833333333334, "fast_rcnn/false_negative": 0.022116324535679376, "fast_rcnn/fg_cls_accuracy": 0.9778836754643206, "iteration": 14379, "loss_box_reg": 0.0651577040553093, "loss_cls": 0.025279046967625618, "loss_rpn_cls": 0.004979993682354689, "loss_rpn_loc": 0.02875282522290945, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.41666666666666, "roi_head/num_fg_samples": 19.583333333333336, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 2.1072645655021915, "total_loss": 0.12879123678430915}
{"data_time": 0.0031875840013526613, "eta_seconds": 1242.1976223634283, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.020513359983168524, "fast_rcnn/fg_cls_accuracy": 0.9794866400168314, "iteration": 14399, "loss_box_reg": 0.059970956295728683, "loss_cls": 0.022737357765436172, "loss_rpn_cls": 0.008202394936233759, "loss_rpn_loc": 0.03569303825497627, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.08333333333333, "roi_head/num_fg_samples": 18.916666666666668, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 2.052755511502255, "total_loss": 0.1392009612172842}
{"data_time": 0.002964538500236813, "eta_seconds": 1200.979631628883, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.021865715983363045, "fast_rcnn/fg_cls_accuracy": 0.9781342840166369, "iteration": 14419, "loss_box_reg": 0.05771344713866711, "loss_cls": 0.02289694081991911, "loss_rpn_cls": 0.005946311634033918, "loss_rpn_loc": 0.021573313511908054, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 2.049741050999728, "total_loss": 0.1157356898766011}
{"data_time": 0.003007568500834168, "eta_seconds": 1159.9859369170117, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.011707251806261709, "fast_rcnn/fg_cls_accuracy": 0.9882927481937382, "iteration": 14439, "loss_box_reg": 0.05813857726752758, "loss_cls": 0.018463311716914177, "loss_rpn_cls": 0.007963298354297876, "loss_rpn_loc": 0.024476565420627594, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.41666666666666, "roi_head/num_fg_samples": 17.583333333333336, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.0088527070001874, "total_loss": 0.11596342269331217}
{"data_time": 0.0028891564998048125, "eta_seconds": 1118.1845485833855, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.019648972602739727, "fast_rcnn/fg_cls_accuracy": 0.9803510273972602, "iteration": 14459, "loss_box_reg": 0.055005431175231934, "loss_cls": 0.017740696668624878, "loss_rpn_cls": 0.0070260376669466496, "loss_rpn_loc": 0.02783417794853449, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 2.0417755329999636, "total_loss": 0.11229819967411458}
{"data_time": 0.002731696000410011, "eta_seconds": 1076.7072090030433, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.01720573032048442, "fast_rcnn/fg_cls_accuracy": 0.9827942696795156, "iteration": 14479, "loss_box_reg": 0.057666391134262085, "loss_cls": 0.019930245354771614, "loss_rpn_cls": 0.006701236357912421, "loss_rpn_loc": 0.030832662247121334, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.04978574499728, "total_loss": 0.12917315121740103}
{"data_time": 0.0029192100009822752, "eta_seconds": 1034.7841434121965, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.014955357142857142, "fast_rcnn/fg_cls_accuracy": 0.9850446428571429, "iteration": 14499, "loss_box_reg": 0.0610862635076046, "loss_cls": 0.02007061429321766, "loss_rpn_cls": 0.007531214039772749, "loss_rpn_loc": 0.019526218995451927, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 2.069779531002496, "total_loss": 0.11425578210037202}
{"data_time": 0.002853544001482078, "eta_seconds": 993.6168481336226, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.017058652729384435, "fast_rcnn/fg_cls_accuracy": 0.9829413472706156, "iteration": 14519, "loss_box_reg": 0.05833337642252445, "loss_cls": 0.020830211229622364, "loss_rpn_cls": 0.008010045159608126, "loss_rpn_loc": 0.02315397560596466, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 2.103596388000369, "total_loss": 0.10511019779369235}
{"data_time": 0.0028626089988392778, "eta_seconds": 952.3022182735967, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.021363636363636362, "fast_rcnn/fg_cls_accuracy": 0.9786363636363636, "iteration": 14539, "loss_box_reg": 0.059389105066657066, "loss_cls": 0.02183093037456274, "loss_rpn_cls": 0.00614682724699378, "loss_rpn_loc": 0.026258913800120354, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.100650278000103, "total_loss": 0.11171176540665329}
{"data_time": 0.002919624501373619, "eta_seconds": 911.3778870831902, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.013389711064129669, "fast_rcnn/fg_cls_accuracy": 0.9866102889358703, "iteration": 14559, "loss_box_reg": 0.05570182390511036, "loss_cls": 0.0181483943015337, "loss_rpn_cls": 0.008217768743634224, "loss_rpn_loc": 0.031543618999421597, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.66666666666666, "roi_head/num_fg_samples": 16.333333333333336, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 2.1108802120015753, "total_loss": 0.12572337384335697}
{"data_time": 0.0032611195001663873, "eta_seconds": 869.3719142940135, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.008316080055210489, "fast_rcnn/fg_cls_accuracy": 0.9916839199447895, "iteration": 14579, "loss_box_reg": 0.05593073554337025, "loss_cls": 0.019468042999505997, "loss_rpn_cls": 0.007008668268099427, "loss_rpn_loc": 0.027466905303299427, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.66666666666666, "roi_head/num_fg_samples": 19.333333333333336, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 2.0099034140002914, "total_loss": 0.1191907322499901}
{"data_time": 0.0029445149993989617, "eta_seconds": 827.9031642198843, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.018967997123336928, "fast_rcnn/fg_cls_accuracy": 0.981032002876663, "iteration": 14599, "loss_box_reg": 0.05436566099524498, "loss_cls": 0.01816760003566742, "loss_rpn_cls": 0.007842518854886293, "loss_rpn_loc": 0.021309043280780315, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.16666666666666, "roi_head/num_fg_samples": 17.833333333333336, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 2.0474498994990427, "total_loss": 0.10014788247644901}
{"data_time": 0.0028753554997820174, "eta_seconds": 787.090416672394, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.01184640522875817, "fast_rcnn/fg_cls_accuracy": 0.9881535947712419, "iteration": 14619, "loss_box_reg": 0.0581197515130043, "loss_cls": 0.02222743257880211, "loss_rpn_cls": 0.005196528742089868, "loss_rpn_loc": 0.02336717303842306, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.58333333333333, "roi_head/num_fg_samples": 19.416666666666668, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 2.076218191001317, "total_loss": 0.11548363277688622}
{"data_time": 0.0032106250000651926, "eta_seconds": 745.4709288839404, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.02020408163265306, "fast_rcnn/fg_cls_accuracy": 0.9797959183673469, "iteration": 14639, "loss_box_reg": 0.06000160053372383, "loss_cls": 0.022064545191824436, "loss_rpn_cls": 0.006256995955482125, "loss_rpn_loc": 0.023933881893754005, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.83333333333334, "roi_head/num_fg_samples": 17.166666666666664, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 2.1141592535004747, "total_loss": 0.1142735939938575}
{"data_time": 0.003137145500659244, "eta_seconds": 704.4144391134414, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018596642272922945, "fast_rcnn/fg_cls_accuracy": 0.9814033577270771, "iteration": 14659, "loss_box_reg": 0.061713242903351784, "loss_cls": 0.021881103515625, "loss_rpn_cls": 0.007525496883317828, "loss_rpn_loc": 0.027319679968059063, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 2.085025467000378, "total_loss": 0.1184567033778876}
{"data_time": 0.00291155900049489, "eta_seconds": 662.9121799381555, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.018245786287023398, "fast_rcnn/fg_cls_accuracy": 0.9817542137129766, "iteration": 14679, "loss_box_reg": 0.06263501197099686, "loss_cls": 0.01725200656801462, "loss_rpn_cls": 0.006409710273146629, "loss_rpn_loc": 0.02684597112238407, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.9827439165019314, "total_loss": 0.11970508843660355}
{"data_time": 0.002882576498450362, "eta_seconds": 621.8494632104612, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.02349425287356322, "fast_rcnn/fg_cls_accuracy": 0.9765057471264368, "iteration": 14699, "loss_box_reg": 0.06595270335674286, "loss_cls": 0.020801842212677002, "loss_rpn_cls": 0.011451031547039747, "loss_rpn_loc": 0.033086422830820084, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.16666666666666, "roi_head/num_fg_samples": 18.833333333333336, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 2.1134937570004695, "total_loss": 0.13091484550386667}
{"data_time": 0.0029310490008356282, "eta_seconds": 580.4063413142194, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.02224694104560623, "fast_rcnn/fg_cls_accuracy": 0.9777530589543938, "iteration": 14719, "loss_box_reg": 0.0547891017049551, "loss_cls": 0.021328349597752094, "loss_rpn_cls": 0.006408973131328821, "loss_rpn_loc": 0.024934401735663414, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 112.58333333333334, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.9732783090003068, "total_loss": 0.11024150182493031}
{"data_time": 0.003118427499430254, "eta_seconds": 538.6411649024867, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.012764227642276423, "fast_rcnn/fg_cls_accuracy": 0.9872357723577236, "iteration": 14739, "loss_box_reg": 0.05874226614832878, "loss_cls": 0.023401878774166107, "loss_rpn_cls": 0.007876325398683548, "loss_rpn_loc": 0.0212026285007596, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 108.33333333333334, "roi_head/num_fg_samples": 19.666666666666664, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.9950917080004729, "total_loss": 0.1145419942913577}
{"data_time": 0.00281281699972169, "eta_seconds": 497.56773709973095, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.013247282608695652, "fast_rcnn/fg_cls_accuracy": 0.9867527173913043, "iteration": 14759, "loss_box_reg": 0.05455554835498333, "loss_cls": 0.02078585885465145, "loss_rpn_cls": 0.00539747066795826, "loss_rpn_loc": 0.01869342476129532, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 2.0486747579998337, "total_loss": 0.10906829847954214}
{"data_time": 0.0027359685009287205, "eta_seconds": 456.0500249434044, "fast_rcnn/cls_accuracy": 0.9915364583333333, "fast_rcnn/false_negative": 0.015470004723665564, "fast_rcnn/fg_cls_accuracy": 0.9845299952763344, "iteration": 14779, "loss_box_reg": 0.06443587318062782, "loss_cls": 0.022716929204761982, "loss_rpn_cls": 0.010000740177929401, "loss_rpn_loc": 0.03838502988219261, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 110.08333333333334, "roi_head/num_fg_samples": 17.916666666666664, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 2.11431556000025, "total_loss": 0.13148683169856668}
{"data_time": 0.0027526155008672504, "eta_seconds": 414.7401984720382, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01800915088316663, "fast_rcnn/fg_cls_accuracy": 0.9819908491168334, "iteration": 14799, "loss_box_reg": 0.05815816670656204, "loss_cls": 0.01881189551204443, "loss_rpn_cls": 0.006225567776709795, "loss_rpn_loc": 0.030009211041033268, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.08333333333334, "roi_head/num_fg_samples": 18.916666666666664, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.9606983275007224, "total_loss": 0.11669658310711384}
{"data_time": 0.002922016001321026, "eta_seconds": 373.3895379438254, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.020002000200020003, "fast_rcnn/fg_cls_accuracy": 0.9799979997999799, "iteration": 14819, "loss_box_reg": 0.05467193387448788, "loss_cls": 0.01947038248181343, "loss_rpn_cls": 0.00834833737462759, "loss_rpn_loc": 0.01960354670882225, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.9568811925000773, "total_loss": 0.11267961375415325}
{"data_time": 0.00277155000003404, "eta_seconds": 332.41453342312707, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.00946498400284394, "fast_rcnn/fg_cls_accuracy": 0.9905350159971561, "iteration": 14839, "loss_box_reg": 0.06483238935470581, "loss_cls": 0.020534442737698555, "loss_rpn_cls": 0.006037013605237007, "loss_rpn_loc": 0.030428795143961906, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.16666666666667, "roi_head/num_fg_samples": 18.833333333333332, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 2.1328284320006787, "total_loss": 0.12481811223551631}
{"data_time": 0.002977476000523893, "eta_seconds": 290.95197719997486, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.018265221017514596, "fast_rcnn/fg_cls_accuracy": 0.9817347789824854, "iteration": 14859, "loss_box_reg": 0.057593684643507004, "loss_cls": 0.01862000860273838, "loss_rpn_cls": 0.00668517779558897, "loss_rpn_loc": 0.02700839377939701, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.41666666666667, "roi_head/num_fg_samples": 18.583333333333332, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 2.0324912464984664, "total_loss": 0.11320673231966794}
{"data_time": 0.0025701860013214173, "eta_seconds": 249.55507314102215, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.022060016220600165, "fast_rcnn/fg_cls_accuracy": 0.9779399837793998, "iteration": 14879, "loss_box_reg": 0.050622643902897835, "loss_cls": 0.018694482743740082, "loss_rpn_cls": 0.007968532154336572, "loss_rpn_loc": 0.0186706455424428, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.16666666666667, "roi_head/num_fg_samples": 16.833333333333332, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 2.0251116164999985, "total_loss": 0.09285486175213009}
{"data_time": 0.003106840000327793, "eta_seconds": 208.1727070614652, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.01816545290892726, "fast_rcnn/fg_cls_accuracy": 0.9818345470910728, "iteration": 14899, "loss_box_reg": 0.061370085924863815, "loss_cls": 0.024184180423617363, "loss_rpn_cls": 0.007652949541807175, "loss_rpn_loc": 0.03012813813984394, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.41666666666666, "roi_head/num_fg_samples": 18.583333333333336, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 2.0393062194998492, "total_loss": 0.13703624717891216}
{"data_time": 0.002882269000110682, "eta_seconds": 166.79501641340903, "fast_rcnn/cls_accuracy": 0.9908854166666666, "fast_rcnn/false_negative": 0.015392812740512699, "fast_rcnn/fg_cls_accuracy": 0.9846071872594873, "iteration": 14919, "loss_box_reg": 0.058287711814045906, "loss_cls": 0.021121526136994362, "loss_rpn_cls": 0.007509259041398764, "loss_rpn_loc": 0.027529073879122734, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.66666666666666, "roi_head/num_fg_samples": 18.333333333333336, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 2.0466644249991077, "total_loss": 0.11783016659319401}
{"data_time": 0.003063328498683404, "eta_seconds": 125.79245222808277, "fast_rcnn/cls_accuracy": 0.9928385416666667, "fast_rcnn/false_negative": 0.016539092400218697, "fast_rcnn/fg_cls_accuracy": 0.9834609075997813, "iteration": 14939, "loss_box_reg": 0.054465318098664284, "loss_cls": 0.01913166604936123, "loss_rpn_cls": 0.00726454914547503, "loss_rpn_loc": 0.03000127524137497, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 109.33333333333334, "roi_head/num_fg_samples": 18.666666666666664, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 2.142611700499401, "total_loss": 0.11932081519626081}
{"data_time": 0.0030740739985049004, "eta_seconds": 84.54902526805563, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.021090021090021092, "fast_rcnn/fg_cls_accuracy": 0.9789099789099789, "iteration": 14959, "loss_box_reg": 0.06187998503446579, "loss_cls": 0.016088876873254776, "loss_rpn_cls": 0.00701711792498827, "loss_rpn_loc": 0.02308757696300745, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 111.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 2.048098925000886, "total_loss": 0.10079181753098965}
{"data_time": 0.0029716039989580167, "eta_seconds": 43.28464820399313, "fast_rcnn/cls_accuracy": 0.9934895833333334, "fast_rcnn/false_negative": 0.01724646226415094, "fast_rcnn/fg_cls_accuracy": 0.9827535377358491, "iteration": 14979, "loss_box_reg": 0.042834291234612465, "loss_cls": 0.015410530380904675, "loss_rpn_cls": 0.008362464606761932, "loss_rpn_loc": 0.028371330350637436, "lr": 2.5000000000000005e-05, "roi_head/num_bg_samples": 112.58333333333333, "roi_head/num_fg_samples": 15.416666666666668, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.988669825499528, "total_loss": 0.10357348341494799}