diff --git "a/parser_2024-03-12/metrics.json" "b/parser_2024-03-12/metrics.json" new file mode 100644--- /dev/null +++ "b/parser_2024-03-12/metrics.json" @@ -0,0 +1,3001 @@ +{"data_time": 0.0036090999999487394, "eta_seconds": 17583.512774706414, "fast_rcnn/cls_accuracy": 0.79443359375, "fast_rcnn/false_negative": 0.2815646146228751, "fast_rcnn/fg_cls_accuracy": 0.3205537573265681, "iteration": 19, "loss_box_reg": 0.2794760763645172, "loss_cls": 1.0581414699554443, "loss_rpn_cls": 0.07686016336083412, "loss_rpn_loc": 0.07191445678472519, "lr": 4.99525e-06, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29315626500010694, "total_loss": 1.607136425562203} +{"data_time": 0.0036527970000861387, "eta_seconds": 17061.129056174977, "fast_rcnn/cls_accuracy": 0.7841796875, "fast_rcnn/false_negative": 0.3069259962049336, "fast_rcnn/fg_cls_accuracy": 0.36020138493961795, "iteration": 39, "loss_box_reg": 0.23328180611133575, "loss_cls": 1.1010305285453796, "loss_rpn_cls": 0.11798128485679626, "loss_rpn_loc": 0.06656444817781448, "lr": 9.99025e-06, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28088137350005127, "total_loss": 1.5572094907984138} +{"data_time": 0.0035137849999955506, "eta_seconds": 17119.630992233753, "fast_rcnn/cls_accuracy": 0.83984375, "fast_rcnn/false_negative": 0.22830609660495688, "fast_rcnn/fg_cls_accuracy": 0.3932603969422821, "iteration": 59, "loss_box_reg": 0.27207498252391815, "loss_cls": 0.9007210433483124, "loss_rpn_cls": 0.16843920201063156, "loss_rpn_loc": 0.08657670766115189, "lr": 1.4985249999999999e-05, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2863621609999427, "total_loss": 1.5854574367403984} +{"data_time": 0.0038449455000773014, "eta_seconds": 17006.602046278713, "fast_rcnn/cls_accuracy": 0.7783203125, "fast_rcnn/false_negative": 0.2663668846899225, "fast_rcnn/fg_cls_accuracy": 0.338015873015873, "iteration": 79, "loss_box_reg": 0.27238449454307556, "loss_cls": 1.1309784650802612, "loss_rpn_cls": 0.14596867561340332, "loss_rpn_loc": 0.07198237255215645, "lr": 1.9980250000000002e-05, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.27374707300009504, "total_loss": 1.6440987270325422} +{"data_time": 0.003911869000148727, "eta_seconds": 17000.925610348713, "fast_rcnn/cls_accuracy": 0.80908203125, "fast_rcnn/false_negative": 0.20496894409937888, "fast_rcnn/fg_cls_accuracy": 0.2795980176211454, "iteration": 99, "loss_box_reg": 0.22015547007322311, "loss_cls": 0.987827867269516, "loss_rpn_cls": 0.05924507603049278, "loss_rpn_loc": 0.05634483881294727, "lr": 2.497525e-05, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.28508037550000154, "total_loss": 1.4412066685035825} +{"data_time": 0.003926284499812027, "eta_seconds": 16995.249174418714, "fast_rcnn/cls_accuracy": 0.83935546875, "fast_rcnn/false_negative": 0.19618055555555555, "fast_rcnn/fg_cls_accuracy": 0.4500758941276919, "iteration": 119, "loss_box_reg": 0.2559349983930588, "loss_cls": 0.8427842557430267, "loss_rpn_cls": 0.08239813521504402, "loss_rpn_loc": 0.06899704784154892, "lr": 2.9970250000000003e-05, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28908093249992817, "total_loss": 1.3794372268021107} +{"data_time": 0.0040266534999773285, "eta_seconds": 16886.65089112975, "fast_rcnn/cls_accuracy": 0.8037109375, "fast_rcnn/false_negative": 0.23903230915426038, "fast_rcnn/fg_cls_accuracy": 0.3963317384370016, "iteration": 139, "loss_box_reg": 0.259736105799675, "loss_cls": 0.9843152761459351, "loss_rpn_cls": 0.12815268710255623, "loss_rpn_loc": 0.060669662430882454, "lr": 3.496525e-05, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2720182669997939, "total_loss": 1.503495884127915} +{"data_time": 0.003304420000176833, "eta_seconds": 16742.48947536318, "fast_rcnn/cls_accuracy": 0.81103515625, "fast_rcnn/false_negative": 0.2483756188118812, "fast_rcnn/fg_cls_accuracy": 0.36836468129571576, "iteration": 159, "loss_box_reg": 0.22670938074588776, "loss_cls": 0.9031095802783966, "loss_rpn_cls": 0.12166796624660492, "loss_rpn_loc": 0.06622209027409554, "lr": 3.996025e-05, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2737956599999052, "total_loss": 1.3813016954809427} +{"data_time": 0.0034738829999696463, "eta_seconds": 16929.59799117368, "fast_rcnn/cls_accuracy": 0.853515625, "fast_rcnn/false_negative": 0.25200870438567124, "fast_rcnn/fg_cls_accuracy": 0.4792752544055597, "iteration": 179, "loss_box_reg": 0.2547234892845154, "loss_cls": 0.7686183154582977, "loss_rpn_cls": 0.12550374120473862, "loss_rpn_loc": 0.0705590657889843, "lr": 4.495525e-05, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.30819627150003726, "total_loss": 1.267694402486086} +{"data_time": 0.0035335559998657118, "eta_seconds": 16584.250040797677, "fast_rcnn/cls_accuracy": 0.82421875, "fast_rcnn/false_negative": 0.2811546332531505, "fast_rcnn/fg_cls_accuracy": 0.3395756940806705, "iteration": 199, "loss_box_reg": 0.2652236074209213, "loss_cls": 0.8457620441913605, "loss_rpn_cls": 0.054807763546705246, "loss_rpn_loc": 0.06892970204353333, "lr": 4.995025e-05, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2617730209999536, "total_loss": 1.3028199207037687} +{"data_time": 0.0036833829999523005, "eta_seconds": 16496.179570073855, "fast_rcnn/cls_accuracy": 0.81982421875, "fast_rcnn/false_negative": 0.28461496330375724, "fast_rcnn/fg_cls_accuracy": 0.4195249930958299, "iteration": 219, "loss_box_reg": 0.2918604910373688, "loss_cls": 0.7702349424362183, "loss_rpn_cls": 0.10891631618142128, "loss_rpn_loc": 0.0951991006731987, "lr": 5.494525e-05, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2628416460001972, "total_loss": 1.3492742627859116} +{"data_time": 0.003922383999906742, "eta_seconds": 16490.660607353857, "fast_rcnn/cls_accuracy": 0.8427734375, "fast_rcnn/false_negative": 0.29059523809523813, "fast_rcnn/fg_cls_accuracy": 0.3927777777777778, "iteration": 239, "loss_box_reg": 0.24034623801708221, "loss_cls": 0.6803146004676819, "loss_rpn_cls": 0.050073666498064995, "loss_rpn_loc": 0.06364557333290577, "lr": 5.994025000000001e-05, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.27487109099979534, "total_loss": 1.191951721906662} +{"data_time": 0.003671502500083079, "eta_seconds": 16472.62999773458, "fast_rcnn/cls_accuracy": 0.85009765625, "fast_rcnn/false_negative": 0.2755102040816326, "fast_rcnn/fg_cls_accuracy": 0.40434957712444625, "iteration": 259, "loss_box_reg": 0.25188230723142624, "loss_cls": 0.6859738230705261, "loss_rpn_cls": 0.07639199122786522, "loss_rpn_loc": 0.0523549634963274, "lr": 6.493525e-05, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.26933531600002425, "total_loss": 1.1081442963331938} +{"data_time": 0.0035617275000277004, "eta_seconds": 16397.646859392516, "fast_rcnn/cls_accuracy": 0.84130859375, "fast_rcnn/false_negative": 0.3060020231538721, "fast_rcnn/fg_cls_accuracy": 0.3355279126213592, "iteration": 279, "loss_box_reg": 0.2543383687734604, "loss_cls": 0.7079143524169922, "loss_rpn_cls": 0.07485991343855858, "loss_rpn_loc": 0.0523313507437706, "lr": 6.993025000000001e-05, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2638192814999911, "total_loss": 1.1549554197117686} +{"data_time": 0.00350687950003703, "eta_seconds": 16380.003176256014, "fast_rcnn/cls_accuracy": 0.8525390625, "fast_rcnn/false_negative": 0.29021692439862545, "fast_rcnn/fg_cls_accuracy": 0.43420533459595956, "iteration": 299, "loss_box_reg": 0.26402047276496887, "loss_cls": 0.6433146893978119, "loss_rpn_cls": 0.02688894048333168, "loss_rpn_loc": 0.048710158094763756, "lr": 7.492525000000001e-05, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.27114714550020835, "total_loss": 1.0382164865732193} +{"data_time": 0.003585277999718528, "eta_seconds": 16271.625538080698, "fast_rcnn/cls_accuracy": 0.8359375, "fast_rcnn/false_negative": 0.3810776063581113, "fast_rcnn/fg_cls_accuracy": 0.2629521373766898, "iteration": 319, "loss_box_reg": 0.26816195249557495, "loss_cls": 0.6571810245513916, "loss_rpn_cls": 0.10372749716043472, "loss_rpn_loc": 0.10466600209474564, "lr": 7.992025e-05, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.26070067000000563, "total_loss": 1.130040055140853} +{"data_time": 0.0037233000000469474, "eta_seconds": 16258.024456304775, "fast_rcnn/cls_accuracy": 0.8447265625, "fast_rcnn/false_negative": 0.3155658086449733, "fast_rcnn/fg_cls_accuracy": 0.29055891901377556, "iteration": 339, "loss_box_reg": 0.26198244094848633, "loss_cls": 0.6460765302181244, "loss_rpn_cls": 0.03626049682497978, "loss_rpn_loc": 0.06289688311517239, "lr": 8.491525e-05, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.26218418000030397, "total_loss": 1.0826939917169511} +{"data_time": 0.003588493500046752, "eta_seconds": 16211.142173096368, "fast_rcnn/cls_accuracy": 0.8505859375, "fast_rcnn/false_negative": 0.5237074829931974, "fast_rcnn/fg_cls_accuracy": 0.21327131782945735, "iteration": 359, "loss_box_reg": 0.24105621874332428, "loss_cls": 0.6193713545799255, "loss_rpn_cls": 0.027673027478158474, "loss_rpn_loc": 0.05566105246543884, "lr": 8.991025000000002e-05, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.26410282500000903, "total_loss": 1.012448802124709} +{"data_time": 0.003755846000103702, "eta_seconds": 16175.6234372672, "fast_rcnn/cls_accuracy": 0.853515625, "fast_rcnn/false_negative": 0.3988883468079175, "fast_rcnn/fg_cls_accuracy": 0.3240587890729006, "iteration": 379, "loss_box_reg": 0.2586977481842041, "loss_cls": 0.5877731442451477, "loss_rpn_cls": 0.03053902741521597, "loss_rpn_loc": 0.05781369283795357, "lr": 9.490525e-05, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.25305860700018457, "total_loss": 0.9176912810653448} +{"data_time": 0.0038105434998669807, "eta_seconds": 16162.363908983662, "fast_rcnn/cls_accuracy": 0.84716796875, "fast_rcnn/false_negative": 0.4300794833581719, "fast_rcnn/fg_cls_accuracy": 0.2929706905116741, "iteration": 399, "loss_box_reg": 0.293312206864357, "loss_cls": 0.6239992678165436, "loss_rpn_cls": 0.04833723418414593, "loss_rpn_loc": 0.05089925229549408, "lr": 9.990024999999999e-05, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2642822735001573, "total_loss": 1.063596747815609} +{"data_time": 0.003945380499999374, "eta_seconds": 16124.40899136468, "fast_rcnn/cls_accuracy": 0.8681640625, "fast_rcnn/false_negative": 0.3828837819343066, "fast_rcnn/fg_cls_accuracy": 0.34613081660583944, "iteration": 419, "loss_box_reg": 0.27468670904636383, "loss_cls": 0.5331871211528778, "loss_rpn_cls": 0.04621477052569389, "loss_rpn_loc": 0.049146708101034164, "lr": 0.00010489525000000001, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.26259438950000913, "total_loss": 0.9649695809930563} +{"data_time": 0.0038135290001264366, "eta_seconds": 16136.597381372603, "fast_rcnn/cls_accuracy": 0.85546875, "fast_rcnn/false_negative": 0.3588152105593966, "fast_rcnn/fg_cls_accuracy": 0.3603867465792152, "iteration": 439, "loss_box_reg": 0.279487207531929, "loss_cls": 0.5400502383708954, "loss_rpn_cls": 0.043023690581321716, "loss_rpn_loc": 0.06340406090021133, "lr": 0.00010989025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.27182733850008844, "total_loss": 0.9704472883604467} +{"data_time": 0.003569342999981018, "eta_seconds": 16146.093072833679, "fast_rcnn/cls_accuracy": 0.8720703125, "fast_rcnn/false_negative": 0.3089263677498972, "fast_rcnn/fg_cls_accuracy": 0.34577357670578013, "iteration": 459, "loss_box_reg": 0.2598433345556259, "loss_cls": 0.4526997357606888, "loss_rpn_cls": 0.04246891289949417, "loss_rpn_loc": 0.057139379903674126, "lr": 0.00011488525, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2723829389997263, "total_loss": 0.8794537242501974} +{"data_time": 0.0038112590000309865, "eta_seconds": 16108.170915844676, "fast_rcnn/cls_accuracy": 0.87353515625, "fast_rcnn/false_negative": 0.3615880136887815, "fast_rcnn/fg_cls_accuracy": 0.35784425667960723, "iteration": 479, "loss_box_reg": 0.26257844269275665, "loss_cls": 0.4739074110984802, "loss_rpn_cls": 0.03340476565063, "loss_rpn_loc": 0.050585053861141205, "lr": 0.00011988025000000001, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.25094342200009123, "total_loss": 0.8604086311534047} +{"data_time": 0.0035197649999645364, "eta_seconds": 16072.72806823505, "fast_rcnn/cls_accuracy": 0.88525390625, "fast_rcnn/false_negative": 0.35378787878787876, "fast_rcnn/fg_cls_accuracy": 0.3628293035005413, "iteration": 499, "loss_box_reg": 0.24260558933019638, "loss_cls": 0.4541713297367096, "loss_rpn_cls": 0.03408353962004185, "loss_rpn_loc": 0.06481252238154411, "lr": 0.00012487525, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.259813873999974, "total_loss": 0.8035806496627629} +{"data_time": 0.0034792730000390293, "eta_seconds": 16049.222464916738, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.46663813299693635, "fast_rcnn/fg_cls_accuracy": 0.3240223463687151, "iteration": 519, "loss_box_reg": 0.2404801845550537, "loss_cls": 0.4376204311847687, "loss_rpn_cls": 0.06725915521383286, "loss_rpn_loc": 0.08479085192084312, "lr": 0.00012987025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.25408778950009037, "total_loss": 0.7796735726296902} +{"data_time": 0.003591288500047085, "eta_seconds": 15952.810116128534, "fast_rcnn/cls_accuracy": 0.8740234375, "fast_rcnn/false_negative": 0.3841137123745819, "fast_rcnn/fg_cls_accuracy": 0.3752553253574555, "iteration": 539, "loss_box_reg": 0.24330903589725494, "loss_cls": 0.43420156836509705, "loss_rpn_cls": 0.03003127407282591, "loss_rpn_loc": 0.04186309687793255, "lr": 0.00013486525, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2592930035000336, "total_loss": 0.8417704189196229} +{"data_time": 0.003598753999995097, "eta_seconds": 15964.782808245254, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.3425965870961557, "fast_rcnn/fg_cls_accuracy": 0.4154443485763589, "iteration": 559, "loss_box_reg": 0.23521367460489273, "loss_cls": 0.4725145399570465, "loss_rpn_cls": 0.035681888461112976, "loss_rpn_loc": 0.060718733817338943, "lr": 0.00013986024999999998, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2731686159997935, "total_loss": 0.8778657726943493} +{"data_time": 0.0036638970002513815, "eta_seconds": 15938.327554587453, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.4082509416195857, "fast_rcnn/fg_cls_accuracy": 0.3142454350161117, "iteration": 579, "loss_box_reg": 0.22434407472610474, "loss_cls": 0.3880794793367386, "loss_rpn_cls": 0.027538729831576347, "loss_rpn_loc": 0.06755849905312061, "lr": 0.00014485525000000003, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2653316079997694, "total_loss": 0.7525784764438868} +{"data_time": 0.0035168209999483224, "eta_seconds": 15932.962920607451, "fast_rcnn/cls_accuracy": 0.88427734375, "fast_rcnn/false_negative": 0.45294356215847, "fast_rcnn/fg_cls_accuracy": 0.33754833790236194, "iteration": 599, "loss_box_reg": 0.23471634089946747, "loss_cls": 0.42305228114128113, "loss_rpn_cls": 0.05554114654660225, "loss_rpn_loc": 0.05203639157116413, "lr": 0.00014985025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2611870524999631, "total_loss": 0.8207104615867138} +{"data_time": 0.0036519115001283353, "eta_seconds": 15918.962564159874, "fast_rcnn/cls_accuracy": 0.87353515625, "fast_rcnn/false_negative": 0.4769230769230769, "fast_rcnn/fg_cls_accuracy": 0.3403758270240775, "iteration": 619, "loss_box_reg": 0.23173754662275314, "loss_cls": 0.4050324410200119, "loss_rpn_cls": 0.05457816831767559, "loss_rpn_loc": 0.07503601536154747, "lr": 0.00015484525, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2638562039999215, "total_loss": 0.7757691759616137} +{"data_time": 0.0035690524998699402, "eta_seconds": 15906.98665080312, "fast_rcnn/cls_accuracy": 0.88330078125, "fast_rcnn/false_negative": 0.4385427528675704, "fast_rcnn/fg_cls_accuracy": 0.3241554207046463, "iteration": 639, "loss_box_reg": 0.22365255653858185, "loss_cls": 0.3856782019138336, "loss_rpn_cls": 0.035639217123389244, "loss_rpn_loc": 0.11208362132310867, "lr": 0.00015984025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.26498024199986503, "total_loss": 0.7978504942730069} +{"data_time": 0.0036435909998999705, "eta_seconds": 15867.567299424354, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.41700744851759897, "fast_rcnn/fg_cls_accuracy": 0.41450746965452845, "iteration": 659, "loss_box_reg": 0.2262115180492401, "loss_cls": 0.396176815032959, "loss_rpn_cls": 0.03723602928221226, "loss_rpn_loc": 0.07216023281216621, "lr": 0.00016483525, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2520039014998474, "total_loss": 0.7791556417942047} +{"data_time": 0.003546621499936009, "eta_seconds": 15825.072564249931, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.47672376720183485, "fast_rcnn/fg_cls_accuracy": 0.34894179894179894, "iteration": 679, "loss_box_reg": 0.23211505264043808, "loss_cls": 0.3706572949886322, "loss_rpn_cls": 0.035032439045608044, "loss_rpn_loc": 0.06255871802568436, "lr": 0.00016983025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.25361972249993414, "total_loss": 0.7353965817019343} +{"data_time": 0.0036182844999075314, "eta_seconds": 15815.581119598846, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.4162579013906448, "fast_rcnn/fg_cls_accuracy": 0.4113095238095238, "iteration": 699, "loss_box_reg": 0.22434566915035248, "loss_cls": 0.34444063901901245, "loss_rpn_cls": 0.0350063294172287, "loss_rpn_loc": 0.057065270841121674, "lr": 0.00017482525, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.256593137000209, "total_loss": 0.7356998939067125} +{"data_time": 0.003442685999743844, "eta_seconds": 15814.401578029938, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.3549860205032619, "fast_rcnn/fg_cls_accuracy": 0.449647073141049, "iteration": 719, "loss_box_reg": 0.23682968318462372, "loss_cls": 0.3691667318344116, "loss_rpn_cls": 0.04562902823090553, "loss_rpn_loc": 0.06481186300516129, "lr": 0.00017982025000000003, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2715838209996946, "total_loss": 0.7548017809167504} +{"data_time": 0.0035800530001779407, "eta_seconds": 15785.789438410302, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.43061705134243994, "fast_rcnn/fg_cls_accuracy": 0.4134081535532995, "iteration": 739, "loss_box_reg": 0.2332811877131462, "loss_cls": 0.3577060252428055, "loss_rpn_cls": 0.032211506739258766, "loss_rpn_loc": 0.03933578543365002, "lr": 0.00018481525, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.25322161400004006, "total_loss": 0.6909072455018759} +{"data_time": 0.0035948439999629045, "eta_seconds": 15803.730591809945, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.4505926448755081, "fast_rcnn/fg_cls_accuracy": 0.41750366185394433, "iteration": 759, "loss_box_reg": 0.2391875609755516, "loss_cls": 0.3134714663028717, "loss_rpn_cls": 0.03342513181269169, "loss_rpn_loc": 0.04948177747428417, "lr": 0.00018981025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2710281955000937, "total_loss": 0.698888624086976} +{"data_time": 0.0036795524999888585, "eta_seconds": 15798.395098699948, "fast_rcnn/cls_accuracy": 0.88232421875, "fast_rcnn/false_negative": 0.4163513141599009, "fast_rcnn/fg_cls_accuracy": 0.3991919191919192, "iteration": 779, "loss_box_reg": 0.21658256649971008, "loss_cls": 0.37159496545791626, "loss_rpn_cls": 0.02614597510546446, "loss_rpn_loc": 0.058607347309589386, "lr": 0.00019480525000000002, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.266735013500238, "total_loss": 0.6726679438725114} +{"data_time": 0.0034854689999974653, "eta_seconds": 15788.910662398848, "fast_rcnn/cls_accuracy": 0.884765625, "fast_rcnn/false_negative": 0.38623398988268215, "fast_rcnn/fg_cls_accuracy": 0.4502680166765932, "iteration": 799, "loss_box_reg": 0.24444492161273956, "loss_cls": 0.3294384628534317, "loss_rpn_cls": 0.0256577730178833, "loss_rpn_loc": 0.04651210643351078, "lr": 0.00019980024999999998, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.25988980699980857, "total_loss": 0.6913302596658468} +{"data_time": 0.003483058500023617, "eta_seconds": 15774.062350315226, "fast_rcnn/cls_accuracy": 0.8779296875, "fast_rcnn/false_negative": 0.3756916996047431, "fast_rcnn/fg_cls_accuracy": 0.4715234537152345, "iteration": 819, "loss_box_reg": 0.24384384602308273, "loss_cls": 0.3524042218923569, "loss_rpn_cls": 0.043703917413949966, "loss_rpn_loc": 0.11115428432822227, "lr": 0.00020479525000000002, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 184.25, "rpn/num_pos_anchors": 71.75, "time": 0.2527167799999006, "total_loss": 0.7541822586208582} +{"data_time": 0.0035485264997987542, "eta_seconds": 15774.511968250918, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.4133685505058975, "fast_rcnn/fg_cls_accuracy": 0.4499453949763378, "iteration": 839, "loss_box_reg": 0.20690404623746872, "loss_cls": 0.30681633949279785, "loss_rpn_cls": 0.030961668118834496, "loss_rpn_loc": 0.06994469091296196, "lr": 0.00020979025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.2728421105000507, "total_loss": 0.6538408286869526} +{"data_time": 0.003610359500044069, "eta_seconds": 15785.133808895316, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.3264340626848019, "fast_rcnn/fg_cls_accuracy": 0.41294329353932585, "iteration": 859, "loss_box_reg": 0.20905491709709167, "loss_cls": 0.30648890137672424, "loss_rpn_cls": 0.03816252388060093, "loss_rpn_loc": 0.09982173144817352, "lr": 0.00021478524999999997, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 190.25, "rpn/num_pos_anchors": 65.75, "time": 0.27565978300003735, "total_loss": 0.6657887846231461} +{"data_time": 0.0034998690000520583, "eta_seconds": 15767.57429663885, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4340596124114623, "fast_rcnn/fg_cls_accuracy": 0.491736632788334, "iteration": 879, "loss_box_reg": 0.21970514953136444, "loss_cls": 0.28482605516910553, "loss_rpn_cls": 0.041537826880812645, "loss_rpn_loc": 0.04189176671206951, "lr": 0.00021978025000000002, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2609687555000164, "total_loss": 0.6626418111845851} +{"data_time": 0.0034647030001906387, "eta_seconds": 15743.168339690328, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3605973069934305, "fast_rcnn/fg_cls_accuracy": 0.4905095759233926, "iteration": 899, "loss_box_reg": 0.1859065368771553, "loss_cls": 0.2842455506324768, "loss_rpn_cls": 0.030046137049794197, "loss_rpn_loc": 0.06619926542043686, "lr": 0.00022477525, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.25841595800034156, "total_loss": 0.6238010302186012} +{"data_time": 0.003597094500264575, "eta_seconds": 15761.046646929972, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.34049479166666663, "fast_rcnn/fg_cls_accuracy": 0.5179801894918175, "iteration": 919, "loss_box_reg": 0.21370600163936615, "loss_cls": 0.30102720856666565, "loss_rpn_cls": 0.02523818612098694, "loss_rpn_loc": 0.04213317111134529, "lr": 0.00022977025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.276958940500208, "total_loss": 0.6127302777022123} +{"data_time": 0.003515235500117342, "eta_seconds": 15776.075986796455, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.3227934797497831, "fast_rcnn/fg_cls_accuracy": 0.5216562047320135, "iteration": 939, "loss_box_reg": 0.21584229916334152, "loss_cls": 0.299810990691185, "loss_rpn_cls": 0.03165906947106123, "loss_rpn_loc": 0.0617690272629261, "lr": 0.00023476525, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2754025520000596, "total_loss": 0.654875579290092} +{"data_time": 0.003549487000100271, "eta_seconds": 15787.396220411247, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.306640625, "fast_rcnn/fg_cls_accuracy": 0.5281821575214632, "iteration": 959, "loss_box_reg": 0.23319168388843536, "loss_cls": 0.31874480843544006, "loss_rpn_cls": 0.035217806696891785, "loss_rpn_loc": 0.06028165481984615, "lr": 0.00023976025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.28181104900022547, "total_loss": 0.6512596844695508} +{"data_time": 0.0035635929998534266, "eta_seconds": 15788.524598587359, "fast_rcnn/cls_accuracy": 0.88720703125, "fast_rcnn/false_negative": 0.3245569620253165, "fast_rcnn/fg_cls_accuracy": 0.5538774689651706, "iteration": 979, "loss_box_reg": 0.25487756729125977, "loss_cls": 0.3167602866888046, "loss_rpn_cls": 0.02279599756002426, "loss_rpn_loc": 0.039030641317367554, "lr": 0.00024475525, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.27633479099995384, "total_loss": 0.6591543103568256} +{"data_time": 0.003629450500056919, "eta_seconds": 15785.225327989792, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.30347560975609755, "fast_rcnn/fg_cls_accuracy": 0.5716106194690265, "iteration": 999, "loss_box_reg": 0.22976802289485931, "loss_cls": 0.2623355984687805, "loss_rpn_cls": 0.029126089066267014, "loss_rpn_loc": 0.07243974506855011, "lr": 0.00024975025000000006, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2710077750000437, "total_loss": 0.6498055560514331} +{"data_time": 0.0036339460000363033, "eta_seconds": 15777.82414138737, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.2684331797235023, "fast_rcnn/fg_cls_accuracy": 0.6012633084379468, "iteration": 1019, "loss_box_reg": 0.1781678944826126, "loss_cls": 0.2782237082719803, "loss_rpn_cls": 0.03412063233554363, "loss_rpn_loc": 0.05617444030940533, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2783553160002157, "total_loss": 0.5868730265647173} +{"data_time": 0.003697744499959299, "eta_seconds": 15766.004084611232, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.2816742081447964, "fast_rcnn/fg_cls_accuracy": 0.6014141613924051, "iteration": 1039, "loss_box_reg": 0.2015708014369011, "loss_cls": 0.2746567577123642, "loss_rpn_cls": 0.034640971571207047, "loss_rpn_loc": 0.04261213168501854, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.27089438999996673, "total_loss": 0.5978088928386569} +{"data_time": 0.003632470999718862, "eta_seconds": 15750.218307090377, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.34550264550264553, "fast_rcnn/fg_cls_accuracy": 0.5320987654320988, "iteration": 1059, "loss_box_reg": 0.1648022159934044, "loss_cls": 0.22066868096590042, "loss_rpn_cls": 0.027394134551286697, "loss_rpn_loc": 0.04607889614999294, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2708341024999754, "total_loss": 0.4696871004998684} +{"data_time": 0.003555917500079886, "eta_seconds": 15744.873814960383, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.2586206896551724, "fast_rcnn/fg_cls_accuracy": 0.6407247765006385, "iteration": 1079, "loss_box_reg": 0.20070499181747437, "loss_cls": 0.2370489090681076, "loss_rpn_cls": 0.027189694344997406, "loss_rpn_loc": 0.04976738430559635, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2786321740002222, "total_loss": 0.6165224728174508} +{"data_time": 0.003657287000123688, "eta_seconds": 15747.537396298161, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.297313904494382, "fast_rcnn/fg_cls_accuracy": 0.5472480688202247, "iteration": 1099, "loss_box_reg": 0.20020538568496704, "loss_cls": 0.28038446605205536, "loss_rpn_cls": 0.02787196636199951, "loss_rpn_loc": 0.05496327392756939, "lr": 0.00025, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2782119290002356, "total_loss": 0.5489624589681625} +{"data_time": 0.0035994594998101093, "eta_seconds": 15734.184830700397, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3188311688311688, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 1119, "loss_box_reg": 0.19075467437505722, "loss_cls": 0.231128491461277, "loss_rpn_cls": 0.027758348733186722, "loss_rpn_loc": 0.03760013170540333, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2701511650000157, "total_loss": 0.5151840411126614} +{"data_time": 0.003546056499999395, "eta_seconds": 15732.138293813245, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3183330583512072, "fast_rcnn/fg_cls_accuracy": 0.5996023990834962, "iteration": 1139, "loss_box_reg": 0.19989382475614548, "loss_cls": 0.253214493393898, "loss_rpn_cls": 0.0332404850050807, "loss_rpn_loc": 0.04345702566206455, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2730704625000726, "total_loss": 0.5611150581389666} +{"data_time": 0.004014288500002294, "eta_seconds": 15726.792681073248, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3008578431372549, "fast_rcnn/fg_cls_accuracy": 0.5743336397058824, "iteration": 1159, "loss_box_reg": 0.17213208973407745, "loss_cls": 0.23901111632585526, "loss_rpn_cls": 0.030138599686324596, "loss_rpn_loc": 0.06091073527932167, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.27647725250017174, "total_loss": 0.5607750508934259} +{"data_time": 0.003706704499791158, "eta_seconds": 15717.356549066853, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.28853439680957127, "fast_rcnn/fg_cls_accuracy": 0.6101694915254238, "iteration": 1179, "loss_box_reg": 0.19277852773666382, "loss_cls": 0.23878826200962067, "loss_rpn_cls": 0.022465583868324757, "loss_rpn_loc": 0.04444310627877712, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2739687095001955, "total_loss": 0.5655955784022808} +{"data_time": 0.0037217955000414804, "eta_seconds": 15723.219813011201, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.29790249433106575, "fast_rcnn/fg_cls_accuracy": 0.6062993893678161, "iteration": 1199, "loss_box_reg": 0.215016670525074, "loss_cls": 0.2530616670846939, "loss_rpn_cls": 0.025979752652347088, "loss_rpn_loc": 0.03638484515249729, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2768513199998779, "total_loss": 0.6122346175834537} +{"data_time": 0.003629700499914179, "eta_seconds": 15726.123227275708, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.26158940397350994, "fast_rcnn/fg_cls_accuracy": 0.624529934440414, "iteration": 1219, "loss_box_reg": 0.17683712393045425, "loss_cls": 0.20481333136558533, "loss_rpn_cls": 0.02273739129304886, "loss_rpn_loc": 0.043286675587296486, "lr": 0.00025, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.27585196800009726, "total_loss": 0.45383761264383793} +{"data_time": 0.0035438919999251084, "eta_seconds": 15742.810881983305, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.2632472826086957, "fast_rcnn/fg_cls_accuracy": 0.5993167701863353, "iteration": 1239, "loss_box_reg": 0.20994000136852264, "loss_cls": 0.24541977047920227, "loss_rpn_cls": 0.024594889022409916, "loss_rpn_loc": 0.04473350755870342, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.27343858449989966, "total_loss": 0.5899804309010506} +{"data_time": 0.0036192855002354918, "eta_seconds": 15748.666034643396, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.2500874533582089, "fast_rcnn/fg_cls_accuracy": 0.649871296965318, "iteration": 1259, "loss_box_reg": 0.20424997806549072, "loss_cls": 0.24053124338388443, "loss_rpn_cls": 0.030864529311656952, "loss_rpn_loc": 0.05393141880631447, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.27794526699995004, "total_loss": 0.567011047154665} +{"data_time": 0.0035395620000144845, "eta_seconds": 15778.626214640462, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2337314848265896, "fast_rcnn/fg_cls_accuracy": 0.6724137931034482, "iteration": 1279, "loss_box_reg": 0.20766520500183105, "loss_cls": 0.2434484213590622, "loss_rpn_cls": 0.039822207763791084, "loss_rpn_loc": 0.07317229732871056, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 190.5, "rpn/num_pos_anchors": 65.5, "time": 0.2773529389999112, "total_loss": 0.5576912146061659} +{"data_time": 0.0034101999997346866, "eta_seconds": 15773.252023150462, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.2543706293706294, "fast_rcnn/fg_cls_accuracy": 0.685747377026843, "iteration": 1299, "loss_box_reg": 0.21375083178281784, "loss_cls": 0.23144546151161194, "loss_rpn_cls": 0.028555487282574177, "loss_rpn_loc": 0.05734561197459698, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2756516039999042, "total_loss": 0.6000859085470438} +{"data_time": 0.0035808840000299824, "eta_seconds": 15786.924479449699, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.2296082209377007, "fast_rcnn/fg_cls_accuracy": 0.689063829787234, "iteration": 1319, "loss_box_reg": 0.21969615668058395, "loss_cls": 0.23877137154340744, "loss_rpn_cls": 0.031923262402415276, "loss_rpn_loc": 0.044590435922145844, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2688749149999694, "total_loss": 0.5600445326417685} +{"data_time": 0.003610129499975301, "eta_seconds": 15785.947197157362, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2893217893217893, "fast_rcnn/fg_cls_accuracy": 0.6154202576220924, "iteration": 1339, "loss_box_reg": 0.16948063671588898, "loss_cls": 0.19682378321886063, "loss_rpn_cls": 0.031095271930098534, "loss_rpn_loc": 0.04671203903853893, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.2740465635001783, "total_loss": 0.4860633136704564} +{"data_time": 0.00355916199987405, "eta_seconds": 15783.98683255653, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.23069227691076433, "fast_rcnn/fg_cls_accuracy": 0.6742583631390701, "iteration": 1359, "loss_box_reg": 0.207730233669281, "loss_cls": 0.22354819625616074, "loss_rpn_cls": 0.024725052528083324, "loss_rpn_loc": 0.03383735008537769, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.267655408499877, "total_loss": 0.5095289833843708} +{"data_time": 0.0034765034999963973, "eta_seconds": 15803.081229200146, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.27304216867469877, "fast_rcnn/fg_cls_accuracy": 0.6449519230769232, "iteration": 1379, "loss_box_reg": 0.16348256170749664, "loss_cls": 0.20339354127645493, "loss_rpn_cls": 0.019979449920356274, "loss_rpn_loc": 0.04316067136824131, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.27223452750013166, "total_loss": 0.45497492235153913} +{"data_time": 0.004123638500004745, "eta_seconds": 15812.27840651327, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.25471698113207547, "fast_rcnn/fg_cls_accuracy": 0.667670470555086, "iteration": 1399, "loss_box_reg": 0.20003947615623474, "loss_cls": 0.2077784463763237, "loss_rpn_cls": 0.02208707295358181, "loss_rpn_loc": 0.03204843960702419, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2788133420001486, "total_loss": 0.5038113854825497} +{"data_time": 0.0037527315000716044, "eta_seconds": 15836.68028671544, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.23346560846560846, "fast_rcnn/fg_cls_accuracy": 0.6828703703703703, "iteration": 1419, "loss_box_reg": 0.1983421891927719, "loss_cls": 0.21773091703653336, "loss_rpn_cls": 0.030606048181653023, "loss_rpn_loc": 0.0731402337551117, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.27598779949994423, "total_loss": 0.567005340475589} +{"data_time": 0.003762472000289563, "eta_seconds": 15843.903212646546, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.236384425588253, "fast_rcnn/fg_cls_accuracy": 0.6508522727272728, "iteration": 1439, "loss_box_reg": 0.2025129497051239, "loss_cls": 0.23976661264896393, "loss_rpn_cls": 0.02919857483357191, "loss_rpn_loc": 0.052349623292684555, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2768250839999382, "total_loss": 0.555358505807817} +{"data_time": 0.003613244999996823, "eta_seconds": 15840.717061108975, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2342834156993449, "fast_rcnn/fg_cls_accuracy": 0.6740181359596444, "iteration": 1459, "loss_box_reg": 0.16718122363090515, "loss_cls": 0.22329971194267273, "loss_rpn_cls": 0.029726961627602577, "loss_rpn_loc": 0.048395080491900444, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2733255194998492, "total_loss": 0.4733909321948886} +{"data_time": 0.0037261500001477543, "eta_seconds": 15860.144121358626, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.23183526464140308, "fast_rcnn/fg_cls_accuracy": 0.681640625, "iteration": 1479, "loss_box_reg": 0.20006144791841507, "loss_cls": 0.20072554796934128, "loss_rpn_cls": 0.023019660264253616, "loss_rpn_loc": 0.04381446912884712, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2760891345001255, "total_loss": 0.5496064685285091} +{"data_time": 0.003998658499995145, "eta_seconds": 15863.00259374559, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2513491743858236, "fast_rcnn/fg_cls_accuracy": 0.6683150183150184, "iteration": 1499, "loss_box_reg": 0.17764951288700104, "loss_cls": 0.2182665914297104, "loss_rpn_cls": 0.03504333645105362, "loss_rpn_loc": 0.04632037132978439, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.27136854750006023, "total_loss": 0.5233397441916168} +{"data_time": 0.004126373499957481, "eta_seconds": 15904.887033403702, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.25478745076735027, "fast_rcnn/fg_cls_accuracy": 0.6288851665736088, "iteration": 1519, "loss_box_reg": 0.19075628370046616, "loss_cls": 0.24871399253606796, "loss_rpn_cls": 0.016041476279497147, "loss_rpn_loc": 0.04218730889260769, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.28012781950019416, "total_loss": 0.5088907708413899} +{"data_time": 0.0036515914998744847, "eta_seconds": 15952.845028023152, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2569117647058824, "fast_rcnn/fg_cls_accuracy": 0.6947222222222222, "iteration": 1539, "loss_box_reg": 0.19899500161409378, "loss_cls": 0.22265056520700455, "loss_rpn_cls": 0.02943933941423893, "loss_rpn_loc": 0.05650527402758598, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2827948100002686, "total_loss": 0.5244642347097397} +{"data_time": 0.0035364215000299737, "eta_seconds": 15948.770665393622, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.25582329317269076, "fast_rcnn/fg_cls_accuracy": 0.6592855798192772, "iteration": 1559, "loss_box_reg": 0.17570810765028, "loss_cls": 0.21965427696704865, "loss_rpn_cls": 0.025253199972212315, "loss_rpn_loc": 0.07429689168930054, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2796734834998915, "total_loss": 0.49931831657886505} +{"data_time": 0.0036367160000736476, "eta_seconds": 15957.27262691551, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.1973203855140187, "fast_rcnn/fg_cls_accuracy": 0.7268937523997587, "iteration": 1579, "loss_box_reg": 0.22622130811214447, "loss_cls": 0.24206505715847015, "loss_rpn_cls": 0.028031982481479645, "loss_rpn_loc": 0.03946054354310036, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.27875906999997824, "total_loss": 0.5685179522261024} +{"data_time": 0.003865772000153811, "eta_seconds": 15977.658248390253, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.18096381767869263, "fast_rcnn/fg_cls_accuracy": 0.7342509920634921, "iteration": 1599, "loss_box_reg": 0.1912681981921196, "loss_cls": 0.22500966489315033, "loss_rpn_cls": 0.02799700852483511, "loss_rpn_loc": 0.04896036349236965, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.27808260850019906, "total_loss": 0.5567121868953109} +{"data_time": 0.0041582809999454184, "eta_seconds": 15976.269369695561, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2179211290161145, "fast_rcnn/fg_cls_accuracy": 0.6955232311820365, "iteration": 1619, "loss_box_reg": 0.21762822568416595, "loss_cls": 0.22686024010181427, "loss_rpn_cls": 0.017502717673778534, "loss_rpn_loc": 0.06077183783054352, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.27492367449985977, "total_loss": 0.5172773981466889} +{"data_time": 0.0037847275000331138, "eta_seconds": 15991.114554343967, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.19518799800796813, "fast_rcnn/fg_cls_accuracy": 0.705449521238995, "iteration": 1639, "loss_box_reg": 0.1950368955731392, "loss_cls": 0.19873281568288803, "loss_rpn_cls": 0.013771248050034046, "loss_rpn_loc": 0.04264041595160961, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28519994349994704, "total_loss": 0.44670257391408086} +{"data_time": 0.0035874884997610934, "eta_seconds": 16010.101020916263, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2288132007615824, "fast_rcnn/fg_cls_accuracy": 0.6954457155191021, "iteration": 1659, "loss_box_reg": 0.19257502257823944, "loss_cls": 0.17348675429821014, "loss_rpn_cls": 0.02130077127367258, "loss_rpn_loc": 0.03795213997364044, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.27615525749979497, "total_loss": 0.4735388942062855} +{"data_time": 0.0036673780000455736, "eta_seconds": 16009.058991617276, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24236111111111108, "fast_rcnn/fg_cls_accuracy": 0.696784420289855, "iteration": 1679, "loss_box_reg": 0.1661166399717331, "loss_cls": 0.19576075673103333, "loss_rpn_cls": 0.03279266878962517, "loss_rpn_loc": 0.07336398027837276, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.27262620149986105, "total_loss": 0.5203206818550825} +{"data_time": 0.004157905500278503, "eta_seconds": 16030.03396831025, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2196288612263716, "fast_rcnn/fg_cls_accuracy": 0.679943836831215, "iteration": 1699, "loss_box_reg": 0.1838793009519577, "loss_cls": 0.18312495201826096, "loss_rpn_cls": 0.023752672597765923, "loss_rpn_loc": 0.05111117102205753, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2758654884999032, "total_loss": 0.4761293809860945} +{"data_time": 0.004294191500321176, "eta_seconds": 16024.534814290246, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.22329005332715046, "fast_rcnn/fg_cls_accuracy": 0.7299180892070485, "iteration": 1719, "loss_box_reg": 0.21739023178815842, "loss_cls": 0.21474861353635788, "loss_rpn_cls": 0.019915985874831676, "loss_rpn_loc": 0.04727594554424286, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.27335173100004795, "total_loss": 0.5188871044665575} +{"data_time": 0.0036325959999885526, "eta_seconds": 16030.719994569787, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2082091437231624, "fast_rcnn/fg_cls_accuracy": 0.7123104056437389, "iteration": 1739, "loss_box_reg": 0.19530607014894485, "loss_cls": 0.2333293929696083, "loss_rpn_cls": 0.031604377552866936, "loss_rpn_loc": 0.0491052083671093, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2719968520000293, "total_loss": 0.5631024315953255} +{"data_time": 0.0037021040002400696, "eta_seconds": 16026.869476812135, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.21764358772619985, "fast_rcnn/fg_cls_accuracy": 0.6926716199911094, "iteration": 1759, "loss_box_reg": 0.21018603444099426, "loss_cls": 0.22195589542388916, "loss_rpn_cls": 0.020298450253903866, "loss_rpn_loc": 0.03660905361175537, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.27477275249998456, "total_loss": 0.5469604153186083} +{"data_time": 0.0036896489998525794, "eta_seconds": 16026.138823503761, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2391703147800709, "fast_rcnn/fg_cls_accuracy": 0.7144673754429851, "iteration": 1779, "loss_box_reg": 0.17224743962287903, "loss_cls": 0.17106342315673828, "loss_rpn_cls": 0.021962652914226055, "loss_rpn_loc": 0.04447680339217186, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.27271899050015236, "total_loss": 0.49316392466425896} +{"data_time": 0.0037662719998934335, "eta_seconds": 16036.468769097655, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.18717325227963527, "fast_rcnn/fg_cls_accuracy": 0.7049285239361702, "iteration": 1799, "loss_box_reg": 0.21660734713077545, "loss_cls": 0.24340500682592392, "loss_rpn_cls": 0.03528324328362942, "loss_rpn_loc": 0.07561938464641571, "lr": 0.00025, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.2837511650000124, "total_loss": 0.5755010228604078} +{"data_time": 0.0035601869999482005, "eta_seconds": 16046.029396822527, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.17036978674230485, "fast_rcnn/fg_cls_accuracy": 0.7410962531444459, "iteration": 1819, "loss_box_reg": 0.18863825500011444, "loss_cls": 0.18406008183956146, "loss_rpn_cls": 0.021409619599580765, "loss_rpn_loc": 0.044550634920597076, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2851811519997227, "total_loss": 0.44099943712353706} +{"data_time": 0.003565338000043994, "eta_seconds": 16040.513401842527, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.24327018943170486, "fast_rcnn/fg_cls_accuracy": 0.6680445995145632, "iteration": 1839, "loss_box_reg": 0.17767096310853958, "loss_cls": 0.2084934487938881, "loss_rpn_cls": 0.02688087336719036, "loss_rpn_loc": 0.08368445932865143, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2759018510000715, "total_loss": 0.5215832958929241} +{"data_time": 0.003566387500086421, "eta_seconds": 16029.0015449372, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.20977443609022556, "fast_rcnn/fg_cls_accuracy": 0.7462707483416897, "iteration": 1859, "loss_box_reg": 0.1908429116010666, "loss_cls": 0.18066748976707458, "loss_rpn_cls": 0.026862509548664093, "loss_rpn_loc": 0.04313739761710167, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2715703620001477, "total_loss": 0.45077096950262785} +{"data_time": 0.003730205500005468, "eta_seconds": 16035.422234859852, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.20542168674698796, "fast_rcnn/fg_cls_accuracy": 0.7321629388979132, "iteration": 1879, "loss_box_reg": 0.17169757932424545, "loss_cls": 0.18734681606292725, "loss_rpn_cls": 0.029055108316242695, "loss_rpn_loc": 0.03787265717983246, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.27143864050003685, "total_loss": 0.4630429083481431} +{"data_time": 0.0036997395000071265, "eta_seconds": 16037.92324471924, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2054324894514768, "fast_rcnn/fg_cls_accuracy": 0.7372127651012113, "iteration": 1899, "loss_box_reg": 0.17494124919176102, "loss_cls": 0.17276565730571747, "loss_rpn_cls": 0.01935498509556055, "loss_rpn_loc": 0.040549565106630325, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2770320740000898, "total_loss": 0.4289545868523419} +{"data_time": 0.003605274000165082, "eta_seconds": 16030.068703431316, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.166125, "fast_rcnn/fg_cls_accuracy": 0.7377682037281919, "iteration": 1919, "loss_box_reg": 0.19049938023090363, "loss_cls": 0.18942034244537354, "loss_rpn_cls": 0.02256749104708433, "loss_rpn_loc": 0.0596019197255373, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.27412539700003435, "total_loss": 0.454215407371521} +{"data_time": 0.0037567765000403597, "eta_seconds": 16020.675902117306, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.16947115384615385, "fast_rcnn/fg_cls_accuracy": 0.7611739222316145, "iteration": 1939, "loss_box_reg": 0.17700699716806412, "loss_cls": 0.16685327887535095, "loss_rpn_cls": 0.020030605606734753, "loss_rpn_loc": 0.04429196938872337, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2744974894999359, "total_loss": 0.450847159139812} +{"data_time": 0.00350829000012709, "eta_seconds": 16000.15874642043, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22215544871794873, "fast_rcnn/fg_cls_accuracy": 0.7418158606644578, "iteration": 1959, "loss_box_reg": 0.17623008787631989, "loss_cls": 0.17229092866182327, "loss_rpn_cls": 0.021833679638803005, "loss_rpn_loc": 0.06386976316571236, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.274122927000235, "total_loss": 0.4459181553684175} +{"data_time": 0.003604479499927038, "eta_seconds": 15992.232926144803, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22265846066779854, "fast_rcnn/fg_cls_accuracy": 0.7413366336633663, "iteration": 1979, "loss_box_reg": 0.19420870393514633, "loss_cls": 0.16519995778799057, "loss_rpn_cls": 0.0199315482750535, "loss_rpn_loc": 0.03443927690386772, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.273761130000139, "total_loss": 0.4553716476075351} +{"data_time": 0.003926189999901908, "eta_seconds": 15987.726621997808, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.20003011629523237, "fast_rcnn/fg_cls_accuracy": 0.7406380881990637, "iteration": 1999, "loss_box_reg": 0.1961914300918579, "loss_cls": 0.18780265003442764, "loss_rpn_cls": 0.020684482529759407, "loss_rpn_loc": 0.03875362500548363, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.27381532200001857, "total_loss": 0.4938602698966861} +{"data_time": 0.0037286455001321883, "eta_seconds": 15978.402993289004, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.20500848896434634, "fast_rcnn/fg_cls_accuracy": 0.7186268277177368, "iteration": 2019, "loss_box_reg": 0.19371256232261658, "loss_cls": 0.1913035288453102, "loss_rpn_cls": 0.0324939014390111, "loss_rpn_loc": 0.053808026015758514, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.27244586799997705, "total_loss": 0.5296637117862701} +{"data_time": 0.003617610499759394, "eta_seconds": 15975.640747071247, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.19900990099009902, "fast_rcnn/fg_cls_accuracy": 0.7569374484842935, "iteration": 2039, "loss_box_reg": 0.19165273755788803, "loss_cls": 0.17831309139728546, "loss_rpn_cls": 0.017845403403043747, "loss_rpn_loc": 0.036045271903276443, "lr": 0.00025, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.27512316899992584, "total_loss": 0.4404078512452543} +{"data_time": 0.003652932500017414, "eta_seconds": 15970.12810361125, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15956945317410434, "fast_rcnn/fg_cls_accuracy": 0.7432321947674418, "iteration": 2059, "loss_box_reg": 0.1565006971359253, "loss_cls": 0.17869959026575089, "loss_rpn_cls": 0.030085058882832527, "loss_rpn_loc": 0.040587782859802246, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.276631449999968, "total_loss": 0.43352580163627863} +{"data_time": 0.0037145649998819863, "eta_seconds": 15965.674585277811, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.18614718614718614, "fast_rcnn/fg_cls_accuracy": 0.7433492950252727, "iteration": 2079, "loss_box_reg": 0.17809949815273285, "loss_cls": 0.1902429386973381, "loss_rpn_cls": 0.026507701724767685, "loss_rpn_loc": 0.04598737508058548, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2822505789999923, "total_loss": 0.456368378829211} +{"data_time": 0.003676297499850989, "eta_seconds": 15957.490504343514, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.1953889334402566, "fast_rcnn/fg_cls_accuracy": 0.7327087964433154, "iteration": 2099, "loss_box_reg": 0.20126863569021225, "loss_cls": 0.20410743355751038, "loss_rpn_cls": 0.02626373991370201, "loss_rpn_loc": 0.06046789139509201, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.281117575999815, "total_loss": 0.5426671113818884} +{"data_time": 0.003734420500222768, "eta_seconds": 15953.59017323126, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.21119331917075673, "fast_rcnn/fg_cls_accuracy": 0.7342465753424657, "iteration": 2119, "loss_box_reg": 0.21345844119787216, "loss_cls": 0.18047671020030975, "loss_rpn_cls": 0.026680431328713894, "loss_rpn_loc": 0.04045216925442219, "lr": 0.00025, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.27142867999987175, "total_loss": 0.4911799933761358} +{"data_time": 0.003594459499709046, "eta_seconds": 15946.466331283518, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15926829268292683, "fast_rcnn/fg_cls_accuracy": 0.7838461538461539, "iteration": 2139, "loss_box_reg": 0.18746516853570938, "loss_cls": 0.17209365218877792, "loss_rpn_cls": 0.03042861633002758, "loss_rpn_loc": 0.03698585368692875, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.27146885649995056, "total_loss": 0.46566077321767807} +{"data_time": 0.0036631420000503567, "eta_seconds": 15943.622548557814, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.17936507936507937, "fast_rcnn/fg_cls_accuracy": 0.725903381642512, "iteration": 2159, "loss_box_reg": 0.2064586654305458, "loss_cls": 0.20272977650165558, "loss_rpn_cls": 0.020595829002559185, "loss_rpn_loc": 0.042723868042230606, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2761353120001786, "total_loss": 0.49536935053765774} +{"data_time": 0.0036299009998401743, "eta_seconds": 15937.052242851269, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.16648091707228313, "fast_rcnn/fg_cls_accuracy": 0.75622235426157, "iteration": 2179, "loss_box_reg": 0.17910900712013245, "loss_cls": 0.15809324383735657, "loss_rpn_cls": 0.01818098034709692, "loss_rpn_loc": 0.046993130818009377, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2721379629999774, "total_loss": 0.42699292581528425} +{"data_time": 0.003689653500032364, "eta_seconds": 15931.539599391272, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.18773649810801513, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 2199, "loss_box_reg": 0.1692226454615593, "loss_cls": 0.17992711812257767, "loss_rpn_cls": 0.023847047239542007, "loss_rpn_loc": 0.0493432879447937, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.28040179250024266, "total_loss": 0.4627042394131422} +{"data_time": 0.0036814885002058872, "eta_seconds": 15926.026955931275, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.16927849264705883, "fast_rcnn/fg_cls_accuracy": 0.7752403846153846, "iteration": 2219, "loss_box_reg": 0.17761197686195374, "loss_cls": 0.15135309100151062, "loss_rpn_cls": 0.018354895524680614, "loss_rpn_loc": 0.03616056591272354, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2766705420001472, "total_loss": 0.4145315885543823} +{"data_time": 0.0037184645000252203, "eta_seconds": 15920.514312471278, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.19563586506622516, "fast_rcnn/fg_cls_accuracy": 0.7649376832844574, "iteration": 2239, "loss_box_reg": 0.16818403452634811, "loss_cls": 0.17014317959547043, "loss_rpn_cls": 0.018747990019619465, "loss_rpn_loc": 0.05654047429561615, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2760796835002566, "total_loss": 0.5012182695791125} +{"data_time": 0.003577188000008391, "eta_seconds": 15909.316040080299, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.18330223880597013, "fast_rcnn/fg_cls_accuracy": 0.725166767738023, "iteration": 2259, "loss_box_reg": 0.2039802446961403, "loss_cls": 0.2006666213274002, "loss_rpn_cls": 0.023259934037923813, "loss_rpn_loc": 0.03760075196623802, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.27278146899971034, "total_loss": 0.5413083345629275} +{"data_time": 0.003629390500009322, "eta_seconds": 15902.727964492615, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2744715073529412, "fast_rcnn/fg_cls_accuracy": 0.6590073529411764, "iteration": 2279, "loss_box_reg": 0.15992551296949387, "loss_cls": 0.18375062942504883, "loss_rpn_cls": 0.024422449991106987, "loss_rpn_loc": 0.044082168489694595, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.27435949799996706, "total_loss": 0.49517279770225286} +{"data_time": 0.003651411500186441, "eta_seconds": 15896.200643540054, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.7633854166666667, "iteration": 2299, "loss_box_reg": 0.20897268503904343, "loss_cls": 0.20769748836755753, "loss_rpn_cls": 0.025210347026586533, "loss_rpn_loc": 0.04374584183096886, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.27456012750008085, "total_loss": 0.5711510451510549} +{"data_time": 0.0036944584999218932, "eta_seconds": 15891.70736299262, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1925400037948264, "fast_rcnn/fg_cls_accuracy": 0.7370355519914462, "iteration": 2319, "loss_box_reg": 0.1635797694325447, "loss_cls": 0.18624760955572128, "loss_rpn_cls": 0.019439034163951874, "loss_rpn_loc": 0.03003251552581787, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.27558406100001775, "total_loss": 0.446765067987144} +{"data_time": 0.003661311999849204, "eta_seconds": 15880.960986481146, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.150353385930309, "fast_rcnn/fg_cls_accuracy": 0.7930014282799429, "iteration": 2339, "loss_box_reg": 0.1781632974743843, "loss_cls": 0.17672136425971985, "loss_rpn_cls": 0.016424179077148438, "loss_rpn_loc": 0.03066396713256836, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2710032195000167, "total_loss": 0.4365117968991399} +{"data_time": 0.003631700999903842, "eta_seconds": 15880.686761492625, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2085384560502283, "fast_rcnn/fg_cls_accuracy": 0.7632229832572298, "iteration": 2359, "loss_box_reg": 0.17513874173164368, "loss_cls": 0.1652045100927353, "loss_rpn_cls": 0.01690787449479103, "loss_rpn_loc": 0.039503831416368484, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.28191385850004735, "total_loss": 0.4401752622798085} +{"data_time": 0.003628290500046205, "eta_seconds": 15874.160850620068, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1705300764373546, "fast_rcnn/fg_cls_accuracy": 0.774854965305426, "iteration": 2379, "loss_box_reg": 0.20272590219974518, "loss_cls": 0.1647810861468315, "loss_rpn_cls": 0.012408069334924221, "loss_rpn_loc": 0.03278200700879097, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2734519600001022, "total_loss": 0.4320222153328359} +{"data_time": 0.0036463610001646884, "eta_seconds": 15870.741321590322, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.7531393788343559, "iteration": 2399, "loss_box_reg": 0.18311642855405807, "loss_cls": 0.17904295772314072, "loss_rpn_cls": 0.019053036347031593, "loss_rpn_loc": 0.06396187469363213, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2796587969999109, "total_loss": 0.420947456266731} +{"data_time": 0.003668221999760135, "eta_seconds": 15866.632778118761, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.18797831632653061, "fast_rcnn/fg_cls_accuracy": 0.743125, "iteration": 2419, "loss_box_reg": 0.2025689333677292, "loss_cls": 0.1931072100996971, "loss_rpn_cls": 0.021101283840835094, "loss_rpn_loc": 0.05898035131394863, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.27985881199992946, "total_loss": 0.5215174630284309} +{"data_time": 0.003610634499864318, "eta_seconds": 15858.645558492635, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.20698689956331878, "fast_rcnn/fg_cls_accuracy": 0.7342225175621796, "iteration": 2439, "loss_box_reg": 0.1721399426460266, "loss_cls": 0.19763009250164032, "loss_rpn_cls": 0.018987652845680714, "loss_rpn_loc": 0.08630544692277908, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 192.25, "rpn/num_pos_anchors": 63.75, "time": 0.275068011500025, "total_loss": 0.550413248129189} +{"data_time": 0.0036763379998774326, "eta_seconds": 15855.610455938753, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1923111349803079, "fast_rcnn/fg_cls_accuracy": 0.7443892210918692, "iteration": 2459, "loss_box_reg": 0.18399210274219513, "loss_cls": 0.1792575791478157, "loss_rpn_cls": 0.031180606223642826, "loss_rpn_loc": 0.05655922368168831, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2758902949997264, "total_loss": 0.47529045725241303} +{"data_time": 0.003781657499985158, "eta_seconds": 15861.530762121292, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18585526315789475, "fast_rcnn/fg_cls_accuracy": 0.7371210634061527, "iteration": 2479, "loss_box_reg": 0.17840316891670227, "loss_cls": 0.18864161521196365, "loss_rpn_cls": 0.022179096937179565, "loss_rpn_loc": 0.046378444880247116, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.28436574850002216, "total_loss": 0.4722286658361554} +{"data_time": 0.003824935500006177, "eta_seconds": 15859.08716124436, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19133291614518147, "fast_rcnn/fg_cls_accuracy": 0.748702742772424, "iteration": 2499, "loss_box_reg": 0.16724640876054764, "loss_cls": 0.15151458233594894, "loss_rpn_cls": 0.01890456583350897, "loss_rpn_loc": 0.0401732511818409, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2733471100002589, "total_loss": 0.42989637050777674} +{"data_time": 0.0036312454999460897, "eta_seconds": 15840.610625288928, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1435579196217494, "fast_rcnn/fg_cls_accuracy": 0.7882332197014223, "iteration": 2519, "loss_box_reg": 0.18910624831914902, "loss_cls": 0.15898841619491577, "loss_rpn_cls": 0.01856089662760496, "loss_rpn_loc": 0.04525262117385864, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.27364286400029414, "total_loss": 0.4187138010747731} +{"data_time": 0.0037325700000110373, "eta_seconds": 15828.084156284389, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.18072945019052805, "fast_rcnn/fg_cls_accuracy": 0.7362637362637363, "iteration": 2539, "loss_box_reg": 0.16815757006406784, "loss_cls": 0.16385335475206375, "loss_rpn_cls": 0.02909721527248621, "loss_rpn_loc": 0.03833207115530968, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2747563320001518, "total_loss": 0.411146966740489} +{"data_time": 0.003694788499842616, "eta_seconds": 15815.06025776871, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.15639450867052024, "fast_rcnn/fg_cls_accuracy": 0.784375, "iteration": 2559, "loss_box_reg": 0.17643418908119202, "loss_cls": 0.17208502441644669, "loss_rpn_cls": 0.02140470128506422, "loss_rpn_loc": 0.04016983322799206, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.27453201599996646, "total_loss": 0.4258539294824004} +{"data_time": 0.0037192654999671504, "eta_seconds": 15805.76975802856, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.17677785923753667, "fast_rcnn/fg_cls_accuracy": 0.7488086510263929, "iteration": 2579, "loss_box_reg": 0.16555792093276978, "loss_cls": 0.14220865815877914, "loss_rpn_cls": 0.015293305739760399, "loss_rpn_loc": 0.034089528024196625, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.27886035500000617, "total_loss": 0.43564477004110813} +{"data_time": 0.003596064000021215, "eta_seconds": 15799.050659002341, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.152008905981176, "fast_rcnn/fg_cls_accuracy": 0.7798713235294117, "iteration": 2599, "loss_box_reg": 0.1850426346063614, "loss_cls": 0.1557484194636345, "loss_rpn_cls": 0.019032910466194153, "loss_rpn_loc": 0.038521455600857735, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2751843574999384, "total_loss": 0.4409915544092655} +{"data_time": 0.003782897999826673, "eta_seconds": 15794.32702070184, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.15211034833460463, "fast_rcnn/fg_cls_accuracy": 0.781763085399449, "iteration": 2619, "loss_box_reg": 0.1343356817960739, "loss_cls": 0.14876233786344528, "loss_rpn_cls": 0.023429254069924355, "loss_rpn_loc": 0.03186655044555664, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.2773059665003075, "total_loss": 0.3812264231964946} +{"data_time": 0.0037813174999428156, "eta_seconds": 15786.076172883622, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.255327953651976, "fast_rcnn/fg_cls_accuracy": 0.7131866551624964, "iteration": 2639, "loss_box_reg": 0.20555450022220612, "loss_cls": 0.17040733993053436, "loss_rpn_cls": 0.013370128348469734, "loss_rpn_loc": 0.05570167303085327, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2761284415000773, "total_loss": 0.49331601872108877} +{"data_time": 0.0038363754999863886, "eta_seconds": 15780.27780803147, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.21222820564925826, "fast_rcnn/fg_cls_accuracy": 0.7497716253249946, "iteration": 2659, "loss_box_reg": 0.19486639648675919, "loss_cls": 0.1620754450559616, "loss_rpn_cls": 0.021559922955930233, "loss_rpn_loc": 0.06385966204106808, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.27787323849997847, "total_loss": 0.4430722086690366} +{"data_time": 0.0035599369998635666, "eta_seconds": 15778.051400863369, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1707881975439697, "fast_rcnn/fg_cls_accuracy": 0.7652965984513274, "iteration": 2679, "loss_box_reg": 0.17864563316106796, "loss_cls": 0.19309993833303452, "loss_rpn_cls": 0.027148155495524406, "loss_rpn_loc": 0.05676086246967316, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.27722282249987984, "total_loss": 0.4628724283538759} +{"data_time": 0.0035673324998697353, "eta_seconds": 15769.959799045182, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.16567186789880323, "fast_rcnn/fg_cls_accuracy": 0.795434857934858, "iteration": 2699, "loss_box_reg": 0.19074657559394836, "loss_cls": 0.17173172533512115, "loss_rpn_cls": 0.02256880607455969, "loss_rpn_loc": 0.04562172666192055, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.27281039050012623, "total_loss": 0.4992171050980687} +{"data_time": 0.0034972145001574972, "eta_seconds": 15765.87433296656, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.15091623036649215, "fast_rcnn/fg_cls_accuracy": 0.7845620489599547, "iteration": 2719, "loss_box_reg": 0.1778668388724327, "loss_cls": 0.144508957862854, "loss_rpn_cls": 0.018399467691779137, "loss_rpn_loc": 0.03832802176475525, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2777665859998706, "total_loss": 0.4161980114877224} +{"data_time": 0.0037326449999000033, "eta_seconds": 15776.299420966352, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1806300934207911, "fast_rcnn/fg_cls_accuracy": 0.756201550387597, "iteration": 2739, "loss_box_reg": 0.23582204431295395, "loss_cls": 0.17862636595964432, "loss_rpn_cls": 0.03006991557776928, "loss_rpn_loc": 0.051055699586868286, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.28287805650006703, "total_loss": 0.4980130670592189} +{"data_time": 0.003760680999903343, "eta_seconds": 15777.479509926525, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11714975845410627, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 2759, "loss_box_reg": 0.15400981158018112, "loss_cls": 0.13423243910074234, "loss_rpn_cls": 0.02218431979417801, "loss_rpn_loc": 0.03702571243047714, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2845826865000163, "total_loss": 0.38866441044956446} +{"data_time": 0.003683633000264308, "eta_seconds": 15788.386815236663, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.21926576641982481, "fast_rcnn/fg_cls_accuracy": 0.7407894736842106, "iteration": 2779, "loss_box_reg": 0.21566743403673172, "loss_cls": 0.19341102987527847, "loss_rpn_cls": 0.022748309187591076, "loss_rpn_loc": 0.05349905788898468, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2818888849999439, "total_loss": 0.5175924692302942} +{"data_time": 0.0036601974998120568, "eta_seconds": 15769.559577203563, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.80234375, "iteration": 2799, "loss_box_reg": 0.1798827350139618, "loss_cls": 0.16385413706302643, "loss_rpn_cls": 0.02737355139106512, "loss_rpn_loc": 0.06340225413441658, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.2739204054998936, "total_loss": 0.5062785372138023} +{"data_time": 0.0036569059998328157, "eta_seconds": 15756.040345049887, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.14380996357293108, "fast_rcnn/fg_cls_accuracy": 0.7827224484758731, "iteration": 2819, "loss_box_reg": 0.18933765590190887, "loss_cls": 0.14464829117059708, "loss_rpn_cls": 0.02087568026036024, "loss_rpn_loc": 0.03984266519546509, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2744002280001041, "total_loss": 0.4192012744024396} +{"data_time": 0.003665097500061165, "eta_seconds": 15755.428525286516, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1499861572535991, "fast_rcnn/fg_cls_accuracy": 0.789651999330768, "iteration": 2839, "loss_box_reg": 0.18513042479753494, "loss_cls": 0.15164360404014587, "loss_rpn_cls": 0.023082636296749115, "loss_rpn_loc": 0.08126956224441528, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28193843650001327, "total_loss": 0.42441368103027344} +{"data_time": 0.003697233500133734, "eta_seconds": 15759.363706687396, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1547595585337012, "fast_rcnn/fg_cls_accuracy": 0.7755337957296342, "iteration": 2859, "loss_box_reg": 0.17948868870735168, "loss_cls": 0.17740114778280258, "loss_rpn_cls": 0.01151251420378685, "loss_rpn_loc": 0.030140182003378868, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.27782811400015817, "total_loss": 0.3746924726292491} +{"data_time": 0.003641321000031894, "eta_seconds": 15761.626969194367, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.17353121981206637, "fast_rcnn/fg_cls_accuracy": 0.7617813964964224, "iteration": 2879, "loss_box_reg": 0.1841740757226944, "loss_cls": 0.1673550009727478, "loss_rpn_cls": 0.013742656446993351, "loss_rpn_loc": 0.04349055141210556, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.27609830300002614, "total_loss": 0.41845503682270646} +{"data_time": 0.0035946639998201135, "eta_seconds": 15748.7630766444, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.16628014842300556, "fast_rcnn/fg_cls_accuracy": 0.7547766323024054, "iteration": 2899, "loss_box_reg": 0.15535306185483932, "loss_cls": 0.16852442920207977, "loss_rpn_cls": 0.023126251995563507, "loss_rpn_loc": 0.038935501128435135, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.27261571400026696, "total_loss": 0.4181004399433732} +{"data_time": 0.0037423660000968084, "eta_seconds": 15750.210090155533, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1501937984496124, "fast_rcnn/fg_cls_accuracy": 0.7587209302325582, "iteration": 2919, "loss_box_reg": 0.18105127662420273, "loss_cls": 0.1770622879266739, "loss_rpn_cls": 0.020857062190771103, "loss_rpn_loc": 0.04170249029994011, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2765134770002078, "total_loss": 0.43506707111373544} +{"data_time": 0.0036212550000982446, "eta_seconds": 15752.752369379814, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.13687782805429866, "fast_rcnn/fg_cls_accuracy": 0.803370340999207, "iteration": 2939, "loss_box_reg": 0.17179202288389206, "loss_cls": 0.1498676910996437, "loss_rpn_cls": 0.01239393139258027, "loss_rpn_loc": 0.04673030599951744, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2784959450000315, "total_loss": 0.4293674058280885} +{"data_time": 0.003596923999793944, "eta_seconds": 15749.265088923676, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18920454545454546, "fast_rcnn/fg_cls_accuracy": 0.755859375, "iteration": 2959, "loss_box_reg": 0.18520499765872955, "loss_cls": 0.18031004071235657, "loss_rpn_cls": 0.02438680175691843, "loss_rpn_loc": 0.045650945976376534, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.27727187300024525, "total_loss": 0.4630663185380399} +{"data_time": 0.0035699730001397256, "eta_seconds": 15744.39837961501, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13784869206555955, "fast_rcnn/fg_cls_accuracy": 0.7771004700352526, "iteration": 2979, "loss_box_reg": 0.16016794741153717, "loss_cls": 0.1605447754263878, "loss_rpn_cls": 0.020571621134877205, "loss_rpn_loc": 0.037472305819392204, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.27546953800015217, "total_loss": 0.41483117500320077} +{"data_time": 0.0036098294999646896, "eta_seconds": 15738.87596699501, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1863425925925926, "fast_rcnn/fg_cls_accuracy": 0.7716713778357613, "iteration": 2999, "loss_box_reg": 0.17771746218204498, "loss_cls": 0.16901859641075134, "loss_rpn_cls": 0.019634025171399117, "loss_rpn_loc": 0.06412048637866974, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.27315854449989274, "total_loss": 0.43305918388068676} +{"data_time": 0.0038421004999236175, "eta_seconds": 15740.262293912765, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12389135254988914, "fast_rcnn/fg_cls_accuracy": 0.8139423076923077, "iteration": 3019, "loss_box_reg": 0.15563341230154037, "loss_cls": 0.13083158805966377, "loss_rpn_cls": 0.020105241797864437, "loss_rpn_loc": 0.04703221842646599, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28116168550013754, "total_loss": 0.3759221541695297} +{"data_time": 0.003778322000243861, "eta_seconds": 15737.130573761242, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13654119318181818, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 3039, "loss_box_reg": 0.14845909923315048, "loss_cls": 0.14869151264429092, "loss_rpn_cls": 0.013709789142012596, "loss_rpn_loc": 0.034326594322919846, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.27909742849988106, "total_loss": 0.3792592850513756} +{"data_time": 0.0038101839998034848, "eta_seconds": 15731.604895891242, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1669246523147266, "fast_rcnn/fg_cls_accuracy": 0.7915097073312083, "iteration": 3059, "loss_box_reg": 0.19641558080911636, "loss_cls": 0.16317924857139587, "loss_rpn_cls": 0.021901565603911877, "loss_rpn_loc": 0.04090341180562973, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2773883279999154, "total_loss": 0.43603552132844925} +{"data_time": 0.0037746674997833907, "eta_seconds": 15726.68174468974, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10334598955861415, "fast_rcnn/fg_cls_accuracy": 0.8199279711884754, "iteration": 3079, "loss_box_reg": 0.13936398178339005, "loss_cls": 0.1515687108039856, "loss_rpn_cls": 0.019678741693496704, "loss_rpn_loc": 0.03555859625339508, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2804556375001539, "total_loss": 0.40365072898566723} +{"data_time": 0.0037018939999597933, "eta_seconds": 15723.4008161588, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.17621215119730854, "fast_rcnn/fg_cls_accuracy": 0.6998387096774193, "iteration": 3099, "loss_box_reg": 0.18613696843385696, "loss_cls": 0.17431028932332993, "loss_rpn_cls": 0.023584389127790928, "loss_rpn_loc": 0.04016866162419319, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.27849630549985704, "total_loss": 0.4440995156764984} +{"data_time": 0.003922394000028362, "eta_seconds": 15725.989377717433, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13112745098039216, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 3119, "loss_box_reg": 0.1703360378742218, "loss_cls": 0.14662587642669678, "loss_rpn_cls": 0.02762578334659338, "loss_rpn_loc": 0.06260206736624241, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 196.25, "rpn/num_pos_anchors": 59.75, "time": 0.2785593780001818, "total_loss": 0.4833604134619236} +{"data_time": 0.003665357500040045, "eta_seconds": 15729.59795835145, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.15907961884116878, "fast_rcnn/fg_cls_accuracy": 0.798876404494382, "iteration": 3139, "loss_box_reg": 0.15181377530097961, "loss_cls": 0.13558979332447052, "loss_rpn_cls": 0.01911063212901354, "loss_rpn_loc": 0.037117455154657364, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.27869012950009164, "total_loss": 0.3700910247862339} +{"data_time": 0.0038556860001790483, "eta_seconds": 15732.827296900468, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14564732142857142, "fast_rcnn/fg_cls_accuracy": 0.775270061728395, "iteration": 3159, "loss_box_reg": 0.19576754420995712, "loss_cls": 0.1583004742860794, "loss_rpn_cls": 0.026315461844205856, "loss_rpn_loc": 0.04186504706740379, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28199909500017384, "total_loss": 0.4543438237160444} +{"data_time": 0.003583978000051502, "eta_seconds": 15732.365947999955, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.7686539979357658, "iteration": 3179, "loss_box_reg": 0.173849418759346, "loss_cls": 0.17068090289831161, "loss_rpn_cls": 0.024413530714809895, "loss_rpn_loc": 0.04473230615258217, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2783898104999025, "total_loss": 0.45936702843755484} +{"data_time": 0.0036512115000277845, "eta_seconds": 15731.869076794464, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1386946386946387, "fast_rcnn/fg_cls_accuracy": 0.8005847953216374, "iteration": 3199, "loss_box_reg": 0.16230497509241104, "loss_cls": 0.15007652342319489, "loss_rpn_cls": 0.023481671698391438, "loss_rpn_loc": 0.0582194309681654, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2857185995001146, "total_loss": 0.44423113483935595} +{"data_time": 0.0035818530000142346, "eta_seconds": 15731.039445337638, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.13899436550710437, "fast_rcnn/fg_cls_accuracy": 0.8307883522727273, "iteration": 3219, "loss_box_reg": 0.18117699772119522, "loss_cls": 0.13641788065433502, "loss_rpn_cls": 0.019319494254887104, "loss_rpn_loc": 0.04397689551115036, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2790039245001026, "total_loss": 0.4129430379252881} +{"data_time": 0.003609029500012184, "eta_seconds": 15735.641606531544, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.18402306648575306, "fast_rcnn/fg_cls_accuracy": 0.755830223880597, "iteration": 3239, "loss_box_reg": 0.17200329899787903, "loss_cls": 0.15398871898651123, "loss_rpn_cls": 0.01914773229509592, "loss_rpn_loc": 0.05419526994228363, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.27758698749994437, "total_loss": 0.42884549777954817} +{"data_time": 0.0035696425002242904, "eta_seconds": 15750.782542923003, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.09495949594959496, "fast_rcnn/fg_cls_accuracy": 0.8405628922594142, "iteration": 3259, "loss_box_reg": 0.13010285049676895, "loss_cls": 0.12698207050561905, "loss_rpn_cls": 0.014961347449570894, "loss_rpn_loc": 0.03581602685153484, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.281629017500336, "total_loss": 0.32211829256266356} +{"data_time": 0.0034683685000800324, "eta_seconds": 15746.149151723312, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.15164247517188695, "fast_rcnn/fg_cls_accuracy": 0.8197865353037768, "iteration": 3279, "loss_box_reg": 0.18214286863803864, "loss_cls": 0.14817527681589127, "loss_rpn_cls": 0.01731542870402336, "loss_rpn_loc": 0.03781634848564863, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.27923634999979186, "total_loss": 0.44388849195092916} +{"data_time": 0.003658386999859431, "eta_seconds": 15741.865915666654, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2123917748917749, "fast_rcnn/fg_cls_accuracy": 0.7036019536019535, "iteration": 3299, "loss_box_reg": 0.1815624162554741, "loss_cls": 0.1663607358932495, "loss_rpn_cls": 0.020663012750446796, "loss_rpn_loc": 0.0516173392534256, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.27930650300004345, "total_loss": 0.423046350479126} +{"data_time": 0.0036443205001432943, "eta_seconds": 15742.211945211056, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12918627059497562, "fast_rcnn/fg_cls_accuracy": 0.8304970961094111, "iteration": 3319, "loss_box_reg": 0.19124304503202438, "loss_cls": 0.13886145502328873, "loss_rpn_cls": 0.020772075280547142, "loss_rpn_loc": 0.036600517109036446, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2837997894998807, "total_loss": 0.44349199440330267} +{"data_time": 0.0036778129999675002, "eta_seconds": 15752.021811254195, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.154283940397351, "fast_rcnn/fg_cls_accuracy": 0.7848374966424927, "iteration": 3339, "loss_box_reg": 0.16615797579288483, "loss_cls": 0.12196620181202888, "loss_rpn_cls": 0.020597842521965504, "loss_rpn_loc": 0.04042232967913151, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2823126900000261, "total_loss": 0.3616939908824861} +{"data_time": 0.003648816000122679, "eta_seconds": 15745.850417762922, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.10886662357250593, "fast_rcnn/fg_cls_accuracy": 0.8352839473334219, "iteration": 3359, "loss_box_reg": 0.16577377915382385, "loss_cls": 0.16690628230571747, "loss_rpn_cls": 0.013737611938267946, "loss_rpn_loc": 0.041099123656749725, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.27869247450007606, "total_loss": 0.4026849581860006} +{"data_time": 0.0036878285000057076, "eta_seconds": 15749.15591700757, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.19345114345114345, "fast_rcnn/fg_cls_accuracy": 0.7390341160832965, "iteration": 3379, "loss_box_reg": 0.1895136460661888, "loss_cls": 0.16716454178094864, "loss_rpn_cls": 0.025015738792717457, "loss_rpn_loc": 0.05664079636335373, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28112060900025426, "total_loss": 0.4892449900507927} +{"data_time": 0.0037096539997492073, "eta_seconds": 15752.481953199049, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11108591127642203, "fast_rcnn/fg_cls_accuracy": 0.8063318112633181, "iteration": 3399, "loss_box_reg": 0.15265488624572754, "loss_cls": 0.13942942023277283, "loss_rpn_cls": 0.015717430040240288, "loss_rpn_loc": 0.021374435164034367, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.2808031285001107, "total_loss": 0.32530068792402744} +{"data_time": 0.00375763600004575, "eta_seconds": 15746.915705159048, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.13562091503267976, "fast_rcnn/fg_cls_accuracy": 0.8093659156976745, "iteration": 3419, "loss_box_reg": 0.13567273318767548, "loss_cls": 0.12076378986239433, "loss_rpn_cls": 0.013782206922769547, "loss_rpn_loc": 0.03342100977897644, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2808165949998056, "total_loss": 0.3705411273986101} +{"data_time": 0.0036552920000758604, "eta_seconds": 15746.20428471544, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11349571078431372, "fast_rcnn/fg_cls_accuracy": 0.8063025210084034, "iteration": 3439, "loss_box_reg": 0.1698879897594452, "loss_cls": 0.14823273569345474, "loss_rpn_cls": 0.018043418414890766, "loss_rpn_loc": 0.029505623504519463, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.2788693824998063, "total_loss": 0.400363109074533} +{"data_time": 0.0036344515001474065, "eta_seconds": 15735.78320907905, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.18415998192294658, "fast_rcnn/fg_cls_accuracy": 0.8074460916442049, "iteration": 3459, "loss_box_reg": 0.16025090962648392, "loss_cls": 0.13208165764808655, "loss_rpn_cls": 0.01681505050510168, "loss_rpn_loc": 0.028872191905975342, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.27554341100017155, "total_loss": 0.3588385786861181} +{"data_time": 0.003863930999841614, "eta_seconds": 15720.286453558465, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.17179265425258777, "fast_rcnn/fg_cls_accuracy": 0.8045478103135527, "iteration": 3479, "loss_box_reg": 0.17156627774238586, "loss_cls": 0.13104786723852158, "loss_rpn_cls": 0.018512084148824215, "loss_rpn_loc": 0.06438003107905388, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.2772647770000276, "total_loss": 0.41508182883262634} +{"data_time": 0.0038905979999981355, "eta_seconds": 15723.212505498283, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1682000669120107, "fast_rcnn/fg_cls_accuracy": 0.7979722658294087, "iteration": 3499, "loss_box_reg": 0.19567090272903442, "loss_cls": 0.1531132161617279, "loss_rpn_cls": 0.027409733273088932, "loss_rpn_loc": 0.04679766669869423, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.27925628599996344, "total_loss": 0.48048412147909403} +{"data_time": 0.0036688220000087313, "eta_seconds": 15725.144345355293, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1064066913841808, "fast_rcnn/fg_cls_accuracy": 0.843659348628692, "iteration": 3519, "loss_box_reg": 0.16116981208324432, "loss_cls": 0.15359580516815186, "loss_rpn_cls": 0.023749226704239845, "loss_rpn_loc": 0.0446904506534338, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.27996549900012724, "total_loss": 0.3882456310093403} +{"data_time": 0.0036826229998041526, "eta_seconds": 15720.225495547016, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.14899270072992699, "fast_rcnn/fg_cls_accuracy": 0.743234375, "iteration": 3539, "loss_box_reg": 0.19657187163829803, "loss_cls": 0.1554817110300064, "loss_rpn_cls": 0.0325897429138422, "loss_rpn_loc": 0.06000808998942375, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.277236340500167, "total_loss": 0.4376115445047617} +{"data_time": 0.0036261310001464153, "eta_seconds": 15720.24177888171, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.16566342213114754, "fast_rcnn/fg_cls_accuracy": 0.8201844262295082, "iteration": 3559, "loss_box_reg": 0.17801283299922943, "loss_cls": 0.14289431273937225, "loss_rpn_cls": 0.021176456473767757, "loss_rpn_loc": 0.04373830929398537, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28151403699985167, "total_loss": 0.5034889024682343} +{"data_time": 0.003562587500027803, "eta_seconds": 15715.638553155559, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.12817861519607843, "fast_rcnn/fg_cls_accuracy": 0.8203993933265925, "iteration": 3579, "loss_box_reg": 0.17698200792074203, "loss_cls": 0.12367779389023781, "loss_rpn_cls": 0.0193936750292778, "loss_rpn_loc": 0.031970955431461334, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.27895606699985365, "total_loss": 0.36942814919166267} +{"data_time": 0.003878177499927915, "eta_seconds": 15714.347972410087, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1502442820701284, "fast_rcnn/fg_cls_accuracy": 0.776646288209607, "iteration": 3599, "loss_box_reg": 0.17756983637809753, "loss_cls": 0.13862189650535583, "loss_rpn_cls": 0.01913717109709978, "loss_rpn_loc": 0.04909340478479862, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2798928560002878, "total_loss": 0.4170451264362782} +{"data_time": 0.003816014499989251, "eta_seconds": 15708.775508590083, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.16274038461538462, "fast_rcnn/fg_cls_accuracy": 0.784572885677858, "iteration": 3619, "loss_box_reg": 0.18136080354452133, "loss_cls": 0.171697236597538, "loss_rpn_cls": 0.01708375196903944, "loss_rpn_loc": 0.05481625720858574, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2783858299999338, "total_loss": 0.44737101066857576} +{"data_time": 0.003810014000009687, "eta_seconds": 15711.972519844303, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.15539772727272727, "fast_rcnn/fg_cls_accuracy": 0.812109375, "iteration": 3639, "loss_box_reg": 0.17895831912755966, "loss_cls": 0.1564137488603592, "loss_rpn_cls": 0.018625876866281033, "loss_rpn_loc": 0.06481026113033295, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2800854795000305, "total_loss": 0.45471798395738006} +{"data_time": 0.003583369000125458, "eta_seconds": 15705.125575654416, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.09395119418483905, "fast_rcnn/fg_cls_accuracy": 0.8361073825503356, "iteration": 3659, "loss_box_reg": 0.13747040182352066, "loss_cls": 0.13457424193620682, "loss_rpn_cls": 0.018373086117208004, "loss_rpn_loc": 0.034224722534418106, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.27731866999988597, "total_loss": 0.3767866217531264} +{"data_time": 0.003695143500181075, "eta_seconds": 15700.08805375197, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12492455740343347, "fast_rcnn/fg_cls_accuracy": 0.8465749061158798, "iteration": 3679, "loss_box_reg": 0.18321489542722702, "loss_cls": 0.15511182695627213, "loss_rpn_cls": 0.017987104132771492, "loss_rpn_loc": 0.05439414270222187, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.2767199714999151, "total_loss": 0.4130692910403013} +{"data_time": 0.003554242000063823, "eta_seconds": 15701.224289546939, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.13747653864470405, "fast_rcnn/fg_cls_accuracy": 0.7905936073059361, "iteration": 3699, "loss_box_reg": 0.1485200896859169, "loss_cls": 0.13598089665174484, "loss_rpn_cls": 0.0206441767513752, "loss_rpn_loc": 0.06225682608783245, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.27932646950011986, "total_loss": 0.3807210363447666} +{"data_time": 0.00363402549987768, "eta_seconds": 15695.646589976941, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.15198198198198198, "fast_rcnn/fg_cls_accuracy": 0.8090104166666667, "iteration": 3719, "loss_box_reg": 0.18771269917488098, "loss_cls": 0.14727521687746048, "loss_rpn_cls": 0.0260532284155488, "loss_rpn_loc": 0.05377446673810482, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.27891291449986966, "total_loss": 0.3961019152775407} +{"data_time": 0.0036001994999423914, "eta_seconds": 15688.966700736695, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10759567630733274, "fast_rcnn/fg_cls_accuracy": 0.86, "iteration": 3739, "loss_box_reg": 0.12257495522499084, "loss_cls": 0.0977807268500328, "loss_rpn_cls": 0.014312526676803827, "loss_rpn_loc": 0.039830492809414864, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28034946250022585, "total_loss": 0.270313901361078} +{"data_time": 0.0038206050001008407, "eta_seconds": 15678.080674431421, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.18388187494887248, "fast_rcnn/fg_cls_accuracy": 0.7796395024117797, "iteration": 3759, "loss_box_reg": 0.17760347574949265, "loss_cls": 0.1898161694407463, "loss_rpn_cls": 0.017549843527376652, "loss_rpn_loc": 0.04375419765710831, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2775216195000212, "total_loss": 0.4594601292628795} +{"data_time": 0.004017003499939165, "eta_seconds": 15672.353432446353, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11764782836211407, "fast_rcnn/fg_cls_accuracy": 0.8474006423123244, "iteration": 3779, "loss_box_reg": 0.15802519768476486, "loss_cls": 0.11256560683250427, "loss_rpn_cls": 0.012252001091837883, "loss_rpn_loc": 0.02682783268392086, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2805829535002431, "total_loss": 0.34183315373957157} +{"data_time": 0.003903988499814659, "eta_seconds": 15671.249282407098, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13342639873626977, "fast_rcnn/fg_cls_accuracy": 0.7994392254601227, "iteration": 3799, "loss_box_reg": 0.16617077589035034, "loss_cls": 0.16855758428573608, "loss_rpn_cls": 0.016958044841885567, "loss_rpn_loc": 0.028460249304771423, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2789457614996991, "total_loss": 0.4110659034922719} +{"data_time": 0.0037066939999021997, "eta_seconds": 15667.758092126947, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.16886634893478347, "fast_rcnn/fg_cls_accuracy": 0.7779116465863454, "iteration": 3819, "loss_box_reg": 0.1866169571876526, "loss_cls": 0.18179518729448318, "loss_rpn_cls": 0.016700223088264465, "loss_rpn_loc": 0.04927347972989082, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2796808804998818, "total_loss": 0.4658932308666408} +{"data_time": 0.003520500499917034, "eta_seconds": 15660.559530709033, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.13922518159806296, "fast_rcnn/fg_cls_accuracy": 0.8077922077922077, "iteration": 3839, "loss_box_reg": 0.16466285288333893, "loss_cls": 0.12786956131458282, "loss_rpn_cls": 0.02384098246693611, "loss_rpn_loc": 0.0664978101849556, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2762078775001555, "total_loss": 0.3829788276925683} +{"data_time": 0.0035867184999460733, "eta_seconds": 15650.203575081436, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.11993176424050633, "fast_rcnn/fg_cls_accuracy": 0.8261008704557091, "iteration": 3859, "loss_box_reg": 0.17114321887493134, "loss_cls": 0.11837504804134369, "loss_rpn_cls": 0.016607369296252728, "loss_rpn_loc": 0.035902732983231544, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.27501284699997086, "total_loss": 0.36050416715443134} +{"data_time": 0.0036522865000279126, "eta_seconds": 15649.92554648673, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1479987343774719, "fast_rcnn/fg_cls_accuracy": 0.7957492389220882, "iteration": 3879, "loss_box_reg": 0.17070966958999634, "loss_cls": 0.15103983879089355, "loss_rpn_cls": 0.025117717683315277, "loss_rpn_loc": 0.04549248516559601, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.27889428400021643, "total_loss": 0.4197239112108946} +{"data_time": 0.0036338155002795247, "eta_seconds": 15647.006957995949, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12159598214285713, "fast_rcnn/fg_cls_accuracy": 0.846875, "iteration": 3899, "loss_box_reg": 0.16346362233161926, "loss_cls": 0.12945755571126938, "loss_rpn_cls": 0.018654773011803627, "loss_rpn_loc": 0.03663355112075806, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2791260545000114, "total_loss": 0.37221044674515724} +{"data_time": 0.003714224000077593, "eta_seconds": 15644.185707361321, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.12083333333333333, "fast_rcnn/fg_cls_accuracy": 0.8261695906432749, "iteration": 3919, "loss_box_reg": 0.16332674026489258, "loss_cls": 0.11527862399816513, "loss_rpn_cls": 0.018673530779778957, "loss_rpn_loc": 0.029657217673957348, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.28154365850014074, "total_loss": 0.358809242490679} +{"data_time": 0.003844736000019111, "eta_seconds": 15640.02402969726, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8248081841432224, "iteration": 3939, "loss_box_reg": 0.17554788291454315, "loss_cls": 0.16159062087535858, "loss_rpn_cls": 0.02361724153161049, "loss_rpn_loc": 0.041600899770855904, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2827210734999426, "total_loss": 0.41131327766925097} +{"data_time": 0.003866886500190958, "eta_seconds": 15635.590078993182, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1930241976308596, "fast_rcnn/fg_cls_accuracy": 0.7671428571428571, "iteration": 3959, "loss_box_reg": 0.176061749458313, "loss_cls": 0.17929372936487198, "loss_rpn_cls": 0.023845757357776165, "loss_rpn_loc": 0.03932377137243748, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2788696575003087, "total_loss": 0.4401491545140743} +{"data_time": 0.003649812000048769, "eta_seconds": 15630.660905919773, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.09787234042553192, "fast_rcnn/fg_cls_accuracy": 0.8338366407822835, "iteration": 3979, "loss_box_reg": 0.12374460697174072, "loss_cls": 0.12352732568979263, "loss_rpn_cls": 0.020800160244107246, "loss_rpn_loc": 0.04960799589753151, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.27816600450000806, "total_loss": 0.30345821054652333} +{"data_time": 0.0036486164999587345, "eta_seconds": 15628.963167997426, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1320400776836158, "fast_rcnn/fg_cls_accuracy": 0.80825, "iteration": 3999, "loss_box_reg": 0.1488395780324936, "loss_cls": 0.1099969781935215, "loss_rpn_cls": 0.018056288361549377, "loss_rpn_loc": 0.0437210388481617, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2812108074999742, "total_loss": 0.3992402059957385} +{"data_time": 0.003523240499816893, "eta_seconds": 15620.363653603941, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.15031897926634769, "fast_rcnn/fg_cls_accuracy": 0.8333333333333333, "iteration": 4019, "loss_box_reg": 0.15164510905742645, "loss_cls": 0.10961730405688286, "loss_rpn_cls": 0.02606181986629963, "loss_rpn_loc": 0.07462701946496964, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.27756206149979334, "total_loss": 0.34431248623877764} +{"data_time": 0.0035769080000136455, "eta_seconds": 15616.689348507653, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12265331664580725, "fast_rcnn/fg_cls_accuracy": 0.842192082111437, "iteration": 4039, "loss_box_reg": 0.1699509099125862, "loss_cls": 0.156204953789711, "loss_rpn_cls": 0.033364021219313145, "loss_rpn_loc": 0.06674894317984581, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28071531449995746, "total_loss": 0.43424754962325096} +{"data_time": 0.0036643025000557827, "eta_seconds": 15616.637306125998, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1497210768857628, "fast_rcnn/fg_cls_accuracy": 0.7912906460392494, "iteration": 4059, "loss_box_reg": 0.15729378908872604, "loss_cls": 0.16158299893140793, "loss_rpn_cls": 0.01982012391090393, "loss_rpn_loc": 0.05859687179327011, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.28206885800000236, "total_loss": 0.4354874948039651} +{"data_time": 0.003558798000085517, "eta_seconds": 15614.735614453475, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12256677723463687, "fast_rcnn/fg_cls_accuracy": 0.8388347763347763, "iteration": 4079, "loss_box_reg": 0.17287085950374603, "loss_cls": 0.1514074131846428, "loss_rpn_cls": 0.017924277111887932, "loss_rpn_loc": 0.045697569847106934, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.2819922639998822, "total_loss": 0.4068517740815878} +{"data_time": 0.003683088000116186, "eta_seconds": 15614.071235089523, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.19138755980861244, "fast_rcnn/fg_cls_accuracy": 0.7528638028638028, "iteration": 4099, "loss_box_reg": 0.1891319677233696, "loss_cls": 0.15462175011634827, "loss_rpn_cls": 0.01576322875916958, "loss_rpn_loc": 0.037127770483493805, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28537351349996243, "total_loss": 0.4073801669292152} +{"data_time": 0.0037772929999846383, "eta_seconds": 15614.403894313482, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.13432320441988949, "fast_rcnn/fg_cls_accuracy": 0.8292797405700632, "iteration": 4119, "loss_box_reg": 0.1568264290690422, "loss_cls": 0.12219265475869179, "loss_rpn_cls": 0.01583530055359006, "loss_rpn_loc": 0.036112260073423386, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2840198895000867, "total_loss": 0.34170408733189106} +{"data_time": 0.0035532470001271577, "eta_seconds": 15615.068035143386, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1457253406398104, "fast_rcnn/fg_cls_accuracy": 0.8376130978026712, "iteration": 4139, "loss_box_reg": 0.18320557475090027, "loss_cls": 0.14603842049837112, "loss_rpn_cls": 0.024957165122032166, "loss_rpn_loc": 0.0739067830145359, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.28163555250011996, "total_loss": 0.4514733920805156} +{"data_time": 0.0036579765001079068, "eta_seconds": 15610.694643923234, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.08041549953314658, "fast_rcnn/fg_cls_accuracy": 0.8798555878281169, "iteration": 4159, "loss_box_reg": 0.12795402109622955, "loss_cls": 0.10024775564670563, "loss_rpn_cls": 0.01686094794422388, "loss_rpn_loc": 0.03930121846497059, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2836997239999164, "total_loss": 0.30213210359215736} +{"data_time": 0.0036497415001122135, "eta_seconds": 15608.701187388715, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11627786238405095, "fast_rcnn/fg_cls_accuracy": 0.834806822137139, "iteration": 4179, "loss_box_reg": 0.16820918023586273, "loss_cls": 0.1305515095591545, "loss_rpn_cls": 0.013446071185171604, "loss_rpn_loc": 0.03989732638001442, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28238466250013516, "total_loss": 0.41230593575164676} +{"data_time": 0.0037927030000446393, "eta_seconds": 15604.252603199666, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1775247175141243, "fast_rcnn/fg_cls_accuracy": 0.7831726825266612, "iteration": 4199, "loss_box_reg": 0.17865797132253647, "loss_cls": 0.18824998289346695, "loss_rpn_cls": 0.018601234070956707, "loss_rpn_loc": 0.03178429789841175, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.28235305200018956, "total_loss": 0.417661608196795} +{"data_time": 0.0035455509998882917, "eta_seconds": 15603.762156612014, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.13295958977498853, "fast_rcnn/fg_cls_accuracy": 0.8424349881796691, "iteration": 4219, "loss_box_reg": 0.1849426105618477, "loss_cls": 0.15432076901197433, "loss_rpn_cls": 0.015375719871371984, "loss_rpn_loc": 0.03592759557068348, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.28108164649984246, "total_loss": 0.3862270135432482} +{"data_time": 0.003613994500028639, "eta_seconds": 15599.111728528642, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09118659479119309, "fast_rcnn/fg_cls_accuracy": 0.8757332510033962, "iteration": 4239, "loss_box_reg": 0.13756965100765228, "loss_cls": 0.10058919712901115, "loss_rpn_cls": 0.01697187963873148, "loss_rpn_loc": 0.04354459047317505, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2799382179996428, "total_loss": 0.3097525308839977} +{"data_time": 0.003596019000042361, "eta_seconds": 15587.473836959667, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12320392681838464, "fast_rcnn/fg_cls_accuracy": 0.8236105161704862, "iteration": 4259, "loss_box_reg": 0.1630430519580841, "loss_cls": 0.13343479856848717, "loss_rpn_cls": 0.01634958665817976, "loss_rpn_loc": 0.03966858796775341, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2788998294997782, "total_loss": 0.3603606841061264} +{"data_time": 0.003723774499803767, "eta_seconds": 15585.93811095131, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.18597607148265938, "fast_rcnn/fg_cls_accuracy": 0.785324218673267, "iteration": 4279, "loss_box_reg": 0.18548747897148132, "loss_cls": 0.15511924773454666, "loss_rpn_cls": 0.012848126702010632, "loss_rpn_loc": 0.036177655681967735, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28155826900024294, "total_loss": 0.4437500503845513} +{"data_time": 0.0036948539998320484, "eta_seconds": 15579.140556900005, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.15988600628930816, "fast_rcnn/fg_cls_accuracy": 0.81573082805331, "iteration": 4299, "loss_box_reg": 0.18507169932127, "loss_cls": 0.1334231048822403, "loss_rpn_cls": 0.0136263114400208, "loss_rpn_loc": 0.043772973120212555, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.27949171699992803, "total_loss": 0.4238842837512493} +{"data_time": 0.003688198499958162, "eta_seconds": 15576.73136736863, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.13485745798067472, "fast_rcnn/fg_cls_accuracy": 0.8128827699281478, "iteration": 4319, "loss_box_reg": 0.18107545375823975, "loss_cls": 0.12821795791387558, "loss_rpn_cls": 0.015581853222101927, "loss_rpn_loc": 0.04722184129059315, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.2840232304999972, "total_loss": 0.4156221505254507} +{"data_time": 0.0036618424999232957, "eta_seconds": 15571.136277078625, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1597171122557436, "fast_rcnn/fg_cls_accuracy": 0.7605101443620756, "iteration": 4339, "loss_box_reg": 0.18802636861801147, "loss_cls": 0.142927348613739, "loss_rpn_cls": 0.013881371356546879, "loss_rpn_loc": 0.04540975019335747, "lr": 0.00025, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2826911375000236, "total_loss": 0.43785586720332503} +{"data_time": 0.003694838499995967, "eta_seconds": 15568.313561049536, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.1630520764667106, "fast_rcnn/fg_cls_accuracy": 0.8138559271245356, "iteration": 4359, "loss_box_reg": 0.1470586434006691, "loss_cls": 0.12164473161101341, "loss_rpn_cls": 0.01953498087823391, "loss_rpn_loc": 0.04649667255580425, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28043404599975474, "total_loss": 0.40043902955949306} +{"data_time": 0.0038519409999935306, "eta_seconds": 15560.88943949785, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.143726615755215, "fast_rcnn/fg_cls_accuracy": 0.7712556839712013, "iteration": 4379, "loss_box_reg": 0.1634576916694641, "loss_cls": 0.15294238924980164, "loss_rpn_cls": 0.018076784908771515, "loss_rpn_loc": 0.05802048742771149, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28149164050000763, "total_loss": 0.40027988562360406} +{"data_time": 0.003590744500115761, "eta_seconds": 15553.40939239204, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11507644810349896, "fast_rcnn/fg_cls_accuracy": 0.8278166118421053, "iteration": 4399, "loss_box_reg": 0.16662447899580002, "loss_cls": 0.13810855150222778, "loss_rpn_cls": 0.019037403166294098, "loss_rpn_loc": 0.05251363851130009, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2794467444998645, "total_loss": 0.3678762037307024} +{"data_time": 0.003584688500268385, "eta_seconds": 15547.814640812045, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.12449160496402129, "fast_rcnn/fg_cls_accuracy": 0.8379805296845655, "iteration": 4419, "loss_box_reg": 0.15754900872707367, "loss_cls": 0.14291725307703018, "loss_rpn_cls": 0.01509487209841609, "loss_rpn_loc": 0.04223848320543766, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.27909139300004426, "total_loss": 0.39507582876831293} +{"data_time": 0.003422315999841885, "eta_seconds": 15550.783435374242, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.14299972466960353, "fast_rcnn/fg_cls_accuracy": 0.8178139076576576, "iteration": 4439, "loss_box_reg": 0.19304653257131577, "loss_cls": 0.13956792652606964, "loss_rpn_cls": 0.025502515025436878, "loss_rpn_loc": 0.04863273352384567, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2851859245001833, "total_loss": 0.3772801428567618} +{"data_time": 0.0036843280001903622, "eta_seconds": 15559.155133062355, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.12873482726423902, "fast_rcnn/fg_cls_accuracy": 0.8274719055703775, "iteration": 4459, "loss_box_reg": 0.16547857969999313, "loss_cls": 0.11870964616537094, "loss_rpn_cls": 0.027670668438076973, "loss_rpn_loc": 0.046346625313162804, "lr": 0.00025, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28477534050011855, "total_loss": 0.38328816927969456} +{"data_time": 0.0036591670000234444, "eta_seconds": 15560.815450324408, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.13723083548664944, "fast_rcnn/fg_cls_accuracy": 0.8209948320413436, "iteration": 4479, "loss_box_reg": 0.12352937459945679, "loss_cls": 0.10251644626259804, "loss_rpn_cls": 0.022295424714684486, "loss_rpn_loc": 0.038330357521772385, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28488721049984633, "total_loss": 0.330505907535553} +{"data_time": 0.0037173944997448416, "eta_seconds": 15566.738706760476, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.16154297580353918, "fast_rcnn/fg_cls_accuracy": 0.8084846368715084, "iteration": 4499, "loss_box_reg": 0.15754025429487228, "loss_cls": 0.13218291103839874, "loss_rpn_cls": 0.018147018738090992, "loss_rpn_loc": 0.05521966889500618, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2848206124999706, "total_loss": 0.41545589081943035} +{"data_time": 0.0037766974999158265, "eta_seconds": 15566.983043382661, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.1274074074074074, "fast_rcnn/fg_cls_accuracy": 0.8409353524296053, "iteration": 4519, "loss_box_reg": 0.15101845562458038, "loss_cls": 0.11553627997636795, "loss_rpn_cls": 0.023705076426267624, "loss_rpn_loc": 0.04303208738565445, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2832184354999754, "total_loss": 0.40322409104555845} +{"data_time": 0.0035333309997440665, "eta_seconds": 15563.85407533061, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.138252427184466, "fast_rcnn/fg_cls_accuracy": 0.8370616113744076, "iteration": 4539, "loss_box_reg": 0.16601403057575226, "loss_cls": 0.13578666001558304, "loss_rpn_cls": 0.022786710411310196, "loss_rpn_loc": 0.06760809570550919, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 198.25, "rpn/num_pos_anchors": 57.75, "time": 0.2797294404999775, "total_loss": 0.46065701451152563} +{"data_time": 0.003573947499944552, "eta_seconds": 15564.022717330972, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8308775439541416, "iteration": 4559, "loss_box_reg": 0.1861928030848503, "loss_cls": 0.13897168636322021, "loss_rpn_cls": 0.01786972116678953, "loss_rpn_loc": 0.06392660550773144, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28464863599992896, "total_loss": 0.3978160205297172} +{"data_time": 0.003679973000089376, "eta_seconds": 15571.069853322842, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.14086174242424243, "fast_rcnn/fg_cls_accuracy": 0.8230691056910568, "iteration": 4579, "loss_box_reg": 0.14833004772663116, "loss_cls": 0.12588372081518173, "loss_rpn_cls": 0.011759753804653883, "loss_rpn_loc": 0.03862750343978405, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2863467310000942, "total_loss": 0.33249309193342924} +{"data_time": 0.0034994190000361414, "eta_seconds": 15566.493240500586, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.14037987449574182, "fast_rcnn/fg_cls_accuracy": 0.8429738621163371, "iteration": 4599, "loss_box_reg": 0.1537783443927765, "loss_cls": 0.11462725698947906, "loss_rpn_cls": 0.015458241570740938, "loss_rpn_loc": 0.042150020599365234, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28101288099992416, "total_loss": 0.3357607568614185} +{"data_time": 0.0036180695001348795, "eta_seconds": 15562.710854729925, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1367418002877458, "fast_rcnn/fg_cls_accuracy": 0.7791996239626555, "iteration": 4619, "loss_box_reg": 0.17638473957777023, "loss_cls": 0.14483556896448135, "loss_rpn_cls": 0.014207306317985058, "loss_rpn_loc": 0.0349649153649807, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.27970564950010157, "total_loss": 0.36200374737381935} +{"data_time": 0.0036639565000768926, "eta_seconds": 15557.29640241283, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12993376404799392, "fast_rcnn/fg_cls_accuracy": 0.8127373648846041, "iteration": 4639, "loss_box_reg": 0.17474761605262756, "loss_cls": 0.15224339067935944, "loss_rpn_cls": 0.010456684045493603, "loss_rpn_loc": 0.029870991595089436, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2808777640000244, "total_loss": 0.4043705817312002} +{"data_time": 0.003629005499988125, "eta_seconds": 15557.94443665543, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.17028985507246375, "fast_rcnn/fg_cls_accuracy": 0.8007442044257113, "iteration": 4659, "loss_box_reg": 0.21049019694328308, "loss_cls": 0.15663475543260574, "loss_rpn_cls": 0.013384742196649313, "loss_rpn_loc": 0.025364013388752937, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.2806204974999673, "total_loss": 0.43612805008888245} +{"data_time": 0.003704409499960093, "eta_seconds": 15556.440528309085, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.1348760477973961, "fast_rcnn/fg_cls_accuracy": 0.8361297539149888, "iteration": 4679, "loss_box_reg": 0.13477114588022232, "loss_cls": 0.12136165425181389, "loss_rpn_cls": 0.017133482731878757, "loss_rpn_loc": 0.04405611380934715, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2811734734998481, "total_loss": 0.34050121810287237} +{"data_time": 0.0036301404998084763, "eta_seconds": 15551.377326461488, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1290406504065041, "fast_rcnn/fg_cls_accuracy": 0.830919080919081, "iteration": 4699, "loss_box_reg": 0.18495160341262817, "loss_cls": 0.15108675509691238, "loss_rpn_cls": 0.02370486408472061, "loss_rpn_loc": 0.055331721901893616, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.28096738349995576, "total_loss": 0.46015287656337023} +{"data_time": 0.0036741369999617746, "eta_seconds": 15544.61137123264, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11274300363170263, "fast_rcnn/fg_cls_accuracy": 0.8264437058579144, "iteration": 4719, "loss_box_reg": 0.1744888350367546, "loss_cls": 0.14628487825393677, "loss_rpn_cls": 0.015444349963217974, "loss_rpn_loc": 0.04739862680435181, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2796498719999363, "total_loss": 0.3995747580192983} +{"data_time": 0.0036257050001040625, "eta_seconds": 15537.802586665715, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.15377383830244426, "fast_rcnn/fg_cls_accuracy": 0.8243336397058824, "iteration": 4739, "loss_box_reg": 0.18911515176296234, "loss_cls": 0.14461565762758255, "loss_rpn_cls": 0.01729250978678465, "loss_rpn_loc": 0.04236222803592682, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2807404879999922, "total_loss": 0.3954760367050767} +{"data_time": 0.003713294499902986, "eta_seconds": 15534.504222671476, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1217083607636603, "fast_rcnn/fg_cls_accuracy": 0.8308673289649827, "iteration": 4759, "loss_box_reg": 0.1485215499997139, "loss_cls": 0.1291135922074318, "loss_rpn_cls": 0.013056396506726742, "loss_rpn_loc": 0.03896988555788994, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2813960935002342, "total_loss": 0.3382478919811547} +{"data_time": 0.0038987774998986424, "eta_seconds": 15530.5597299597, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.14026000786767323, "fast_rcnn/fg_cls_accuracy": 0.8299648371808592, "iteration": 4779, "loss_box_reg": 0.16364002972841263, "loss_cls": 0.14130115509033203, "loss_rpn_cls": 0.01386250276118517, "loss_rpn_loc": 0.04742336459457874, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2818415849999383, "total_loss": 0.37055614753626287} +{"data_time": 0.003907603500010737, "eta_seconds": 15531.325920010386, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11411034386552277, "fast_rcnn/fg_cls_accuracy": 0.8558083745274789, "iteration": 4799, "loss_box_reg": 0.16764824092388153, "loss_cls": 0.12496701627969742, "loss_rpn_cls": 0.013415301218628883, "loss_rpn_loc": 0.02785973995923996, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2838031864998811, "total_loss": 0.37333873368334025} +{"data_time": 0.0036832875000527565, "eta_seconds": 15519.851672432684, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.09615384615384616, "fast_rcnn/fg_cls_accuracy": 0.8647873729631521, "iteration": 4819, "loss_box_reg": 0.16038639843463898, "loss_cls": 0.10342567786574364, "loss_rpn_cls": 0.016060490161180496, "loss_rpn_loc": 0.03918712958693504, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2768702865000705, "total_loss": 0.3093776758760214} +{"data_time": 0.0037253999998938525, "eta_seconds": 15514.226499662682, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.11558704453441296, "fast_rcnn/fg_cls_accuracy": 0.865607943328301, "iteration": 4839, "loss_box_reg": 0.1308705024421215, "loss_cls": 0.10598500072956085, "loss_rpn_cls": 0.019290024414658546, "loss_rpn_loc": 0.04412802681326866, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.27933296700007304, "total_loss": 0.37385681364685297} +{"data_time": 0.003749171000208662, "eta_seconds": 15513.98470024615, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08635940409683426, "fast_rcnn/fg_cls_accuracy": 0.8685474860335196, "iteration": 4859, "loss_box_reg": 0.140806183218956, "loss_cls": 0.10565238818526268, "loss_rpn_cls": 0.016089629381895065, "loss_rpn_loc": 0.06150990538299084, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.280696890499712, "total_loss": 0.3289859960786998} +{"data_time": 0.004036119500142377, "eta_seconds": 15509.824924361455, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.13609461931966693, "fast_rcnn/fg_cls_accuracy": 0.8294049177942674, "iteration": 4879, "loss_box_reg": 0.13006023317575455, "loss_cls": 0.12490059435367584, "loss_rpn_cls": 0.015510042198002338, "loss_rpn_loc": 0.047494614496827126, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2850043880000612, "total_loss": 0.3246606779284775} +{"data_time": 0.003862696000169308, "eta_seconds": 15507.09450720617, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.15164623888488343, "fast_rcnn/fg_cls_accuracy": 0.8265853845563991, "iteration": 4899, "loss_box_reg": 0.17640303075313568, "loss_cls": 0.12821969389915466, "loss_rpn_cls": 0.014391466975212097, "loss_rpn_loc": 0.03795036859810352, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28359918699993614, "total_loss": 0.4336232738569379} +{"data_time": 0.0036704824999560515, "eta_seconds": 15500.515833008385, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.11006980122595046, "fast_rcnn/fg_cls_accuracy": 0.8831360946745561, "iteration": 4919, "loss_box_reg": 0.13200413435697556, "loss_cls": 0.10539105907082558, "loss_rpn_cls": 0.014113062061369419, "loss_rpn_loc": 0.0373353436589241, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.28128546850007297, "total_loss": 0.2828331282362342} +{"data_time": 0.0037415005001548707, "eta_seconds": 15493.423670872384, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12452935279046451, "fast_rcnn/fg_cls_accuracy": 0.8384314473809751, "iteration": 4939, "loss_box_reg": 0.1713031753897667, "loss_cls": 0.13080136477947235, "loss_rpn_cls": 0.015088771004229784, "loss_rpn_loc": 0.031033537350594997, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2799522809998507, "total_loss": 0.38210110552608967} +{"data_time": 0.003607779500043762, "eta_seconds": 15488.509679359559, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1263318112633181, "fast_rcnn/fg_cls_accuracy": 0.8292420091324201, "iteration": 4959, "loss_box_reg": 0.14710687845945358, "loss_cls": 0.12892428785562515, "loss_rpn_cls": 0.023458516225218773, "loss_rpn_loc": 0.05210789293050766, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.28080778650019056, "total_loss": 0.3296682711225003} +{"data_time": 0.004081121500121299, "eta_seconds": 15482.88158717956, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.09974292200854701, "fast_rcnn/fg_cls_accuracy": 0.8484500574052813, "iteration": 4979, "loss_box_reg": 0.17254991084337234, "loss_cls": 0.10732986405491829, "loss_rpn_cls": 0.012020329479128122, "loss_rpn_loc": 0.028658900409936905, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.27873052349991667, "total_loss": 0.34876888897269964} +{"data_time": 0.0035688069999650907, "eta_seconds": 15476.57584000035, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.121415170195658, "fast_rcnn/fg_cls_accuracy": 0.8353704637096775, "iteration": 4999, "loss_box_reg": 0.16175390779972076, "loss_cls": 0.13510716706514359, "loss_rpn_cls": 0.01755822543054819, "loss_rpn_loc": 0.04891900345683098, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28119390350002504, "total_loss": 0.3736593285575509} +{"data_time": 0.003592038000078901, "eta_seconds": 15473.322250566158, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14824032176973354, "fast_rcnn/fg_cls_accuracy": 0.8296403967362096, "iteration": 5019, "loss_box_reg": 0.1835145279765129, "loss_cls": 0.1426537111401558, "loss_rpn_cls": 0.02041201014071703, "loss_rpn_loc": 0.04235268756747246, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.27820245399993837, "total_loss": 0.40221866872161627} +{"data_time": 0.0034776484999383683, "eta_seconds": 15470.63486292418, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.14010847107438018, "fast_rcnn/fg_cls_accuracy": 0.8193601497933884, "iteration": 5039, "loss_box_reg": 0.1580427885055542, "loss_cls": 0.12335770204663277, "loss_rpn_cls": 0.015330364927649498, "loss_rpn_loc": 0.052715668454766273, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.28275399249992006, "total_loss": 0.39259073697030544} +{"data_time": 0.0035617070000171225, "eta_seconds": 15467.00470684616, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12848984771573604, "fast_rcnn/fg_cls_accuracy": 0.7975609756097561, "iteration": 5059, "loss_box_reg": 0.16270042955875397, "loss_cls": 0.13506345450878143, "loss_rpn_cls": 0.01883174292743206, "loss_rpn_loc": 0.03440085984766483, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28174236949985243, "total_loss": 0.3663459774106741} +{"data_time": 0.0034728024998003093, "eta_seconds": 15462.050758594041, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13469766918139847, "fast_rcnn/fg_cls_accuracy": 0.8251367677228174, "iteration": 5079, "loss_box_reg": 0.1631241962313652, "loss_cls": 0.13904738426208496, "loss_rpn_cls": 0.013946035411208868, "loss_rpn_loc": 0.03636731952428818, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2853695250000783, "total_loss": 0.38194538466632366} +{"data_time": 0.0036178394998387375, "eta_seconds": 15456.420004494044, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.12879843418259024, "fast_rcnn/fg_cls_accuracy": 0.8561658139292054, "iteration": 5099, "loss_box_reg": 0.1540812849998474, "loss_cls": 0.12646649777889252, "loss_rpn_cls": 0.013536525890231133, "loss_rpn_loc": 0.042786456644535065, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28316122649994213, "total_loss": 0.3871198184788227} +{"data_time": 0.0037400854998850264, "eta_seconds": 15445.994000634055, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.14590108880090497, "fast_rcnn/fg_cls_accuracy": 0.8163489736070382, "iteration": 5119, "loss_box_reg": 0.16483697295188904, "loss_cls": 0.14091181755065918, "loss_rpn_cls": 0.022178711369633675, "loss_rpn_loc": 0.06330368667840958, "lr": 0.00025, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.28184929000030934, "total_loss": 0.440397372469306} +{"data_time": 0.0039127380000536505, "eta_seconds": 15445.158496294047, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.08916597853014038, "fast_rcnn/fg_cls_accuracy": 0.8639732142857143, "iteration": 5139, "loss_box_reg": 0.14018356055021286, "loss_cls": 0.10881141200661659, "loss_rpn_cls": 0.018906958401203156, "loss_rpn_loc": 0.03301593288779259, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2837244825000198, "total_loss": 0.31241523707285523} +{"data_time": 0.0035689224998805003, "eta_seconds": 15434.73598751406, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.12754231261555965, "fast_rcnn/fg_cls_accuracy": 0.8321045331776042, "iteration": 5159, "loss_box_reg": 0.1387523040175438, "loss_cls": 0.12219909951090813, "loss_rpn_cls": 0.018474438227713108, "loss_rpn_loc": 0.04228374548256397, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28027369599999474, "total_loss": 0.38631097320467234} +{"data_time": 0.0037696715000947734, "eta_seconds": 15427.347094508346, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1257183908045977, "fast_rcnn/fg_cls_accuracy": 0.8442328042328042, "iteration": 5179, "loss_box_reg": 0.1509476602077484, "loss_cls": 0.09760912135243416, "loss_rpn_cls": 0.010512766893953085, "loss_rpn_loc": 0.027757718227803707, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.2815278650000437, "total_loss": 0.2856240243418142} +{"data_time": 0.00374166000005971, "eta_seconds": 15422.618052804683, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.111328125, "fast_rcnn/fg_cls_accuracy": 0.8643600734843846, "iteration": 5199, "loss_box_reg": 0.18066361546516418, "loss_cls": 0.1293427273631096, "loss_rpn_cls": 0.010367220267653465, "loss_rpn_loc": 0.029902078211307526, "lr": 0.00025, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2845417964999797, "total_loss": 0.38114410173147917} +{"data_time": 0.003546286500068163, "eta_seconds": 15418.08424793699, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.11342799642218246, "fast_rcnn/fg_cls_accuracy": 0.8605051100628931, "iteration": 5219, "loss_box_reg": 0.14277495443820953, "loss_cls": 0.12771152704954147, "loss_rpn_cls": 0.011446674820035696, "loss_rpn_loc": 0.060381438583135605, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.28365275450005356, "total_loss": 0.38433011225424707} +{"data_time": 0.0036079989997688244, "eta_seconds": 15417.004725794059, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11738989945068522, "fast_rcnn/fg_cls_accuracy": 0.849343638817323, "iteration": 5239, "loss_box_reg": 0.17699263244867325, "loss_cls": 0.15394510328769684, "loss_rpn_cls": 0.017242063768208027, "loss_rpn_loc": 0.08457250520586967, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 185.75, "rpn/num_pos_anchors": 70.25, "time": 0.2808528829998522, "total_loss": 0.44428655598312616} +{"data_time": 0.003648201500027426, "eta_seconds": 15413.314860515002, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.12824899598393574, "fast_rcnn/fg_cls_accuracy": 0.8288352272727273, "iteration": 5259, "loss_box_reg": 0.1276991367340088, "loss_cls": 0.10973003506660461, "loss_rpn_cls": 0.023173988796770573, "loss_rpn_loc": 0.04821018502116203, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28139292400010163, "total_loss": 0.34702527709305286} +{"data_time": 0.003737010499889948, "eta_seconds": 15411.204082078475, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.10311383928571428, "fast_rcnn/fg_cls_accuracy": 0.8346185852981969, "iteration": 5279, "loss_box_reg": 0.15943096578121185, "loss_cls": 0.12409552931785583, "loss_rpn_cls": 0.017276668921113014, "loss_rpn_loc": 0.030035014264285564, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2841129364999233, "total_loss": 0.3619110304862261} +{"data_time": 0.0035708774998965964, "eta_seconds": 15411.375220848298, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.1256251488449631, "fast_rcnn/fg_cls_accuracy": 0.8446611980423244, "iteration": 5299, "loss_box_reg": 0.13310056552290916, "loss_cls": 0.11509779840707779, "loss_rpn_cls": 0.021072344854474068, "loss_rpn_loc": 0.06536406464874744, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 196.25, "rpn/num_pos_anchors": 59.75, "time": 0.28311331400004747, "total_loss": 0.3040948533453047} +{"data_time": 0.0038929474999349623, "eta_seconds": 15407.30807902427, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09391439890887834, "fast_rcnn/fg_cls_accuracy": 0.8657515902243054, "iteration": 5319, "loss_box_reg": 0.15194089710712433, "loss_cls": 0.1088518276810646, "loss_rpn_cls": 0.022440984845161438, "loss_rpn_loc": 0.03287994675338268, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2829151505000027, "total_loss": 0.3678919533267617} +{"data_time": 0.0036951484999008244, "eta_seconds": 15401.672633494269, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1499340804218853, "fast_rcnn/fg_cls_accuracy": 0.8266301501396648, "iteration": 5339, "loss_box_reg": 0.16443856805562973, "loss_cls": 0.13924475014209747, "loss_rpn_cls": 0.01883017737418413, "loss_rpn_loc": 0.028105798177421093, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2843209555001067, "total_loss": 0.3367672171443701} +{"data_time": 0.003692198499948063, "eta_seconds": 15397.69048508013, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.12790357620320855, "fast_rcnn/fg_cls_accuracy": 0.8516222677595628, "iteration": 5359, "loss_box_reg": 0.1725975126028061, "loss_cls": 0.15473522990942, "loss_rpn_cls": 0.02712544146925211, "loss_rpn_loc": 0.05840754695236683, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.28418079450011646, "total_loss": 0.48711069487035275} +{"data_time": 0.0036628165000820445, "eta_seconds": 15398.725120378145, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1049875998897768, "fast_rcnn/fg_cls_accuracy": 0.8560920877659575, "iteration": 5379, "loss_box_reg": 0.14911680668592453, "loss_cls": 0.1263609230518341, "loss_rpn_cls": 0.01363487122580409, "loss_rpn_loc": 0.0529804453253746, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2849877070000275, "total_loss": 0.3914379524067044} +{"data_time": 0.00379024249991744, "eta_seconds": 15398.82454110998, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.14399857954545453, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 5399, "loss_box_reg": 0.16543343663215637, "loss_cls": 0.14861788600683212, "loss_rpn_cls": 0.01652372907847166, "loss_rpn_loc": 0.0914352498948574, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.29039239600001565, "total_loss": 0.4269236596301198} +{"data_time": 0.0037247599998408987, "eta_seconds": 15400.306690610723, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.12356567093409199, "fast_rcnn/fg_cls_accuracy": 0.8143998610387354, "iteration": 5419, "loss_box_reg": 0.14011184871196747, "loss_cls": 0.14455687254667282, "loss_rpn_cls": 0.020926191471517086, "loss_rpn_loc": 0.02984720841050148, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.2842962195002201, "total_loss": 0.36541019286960363} +{"data_time": 0.0036680115001672675, "eta_seconds": 15396.488353832574, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12199938896648044, "fast_rcnn/fg_cls_accuracy": 0.8363168363168363, "iteration": 5439, "loss_box_reg": 0.1888139545917511, "loss_cls": 0.14639978855848312, "loss_rpn_cls": 0.017226578667759895, "loss_rpn_loc": 0.04374614730477333, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.28385870850001993, "total_loss": 0.40549918077886105} +{"data_time": 0.003661601499970857, "eta_seconds": 15386.96322252365, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.08467741935483872, "fast_rcnn/fg_cls_accuracy": 0.8776197604790419, "iteration": 5459, "loss_box_reg": 0.15015821903944016, "loss_cls": 0.10577449575066566, "loss_rpn_cls": 0.011446170974522829, "loss_rpn_loc": 0.03186245262622833, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.28294875649999085, "total_loss": 0.30903184693306684} +{"data_time": 0.0036149044999547186, "eta_seconds": 15378.128980142692, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8374246987951808, "iteration": 5479, "loss_box_reg": 0.16034222394227982, "loss_cls": 0.12736338004469872, "loss_rpn_cls": 0.012148509733378887, "loss_rpn_loc": 0.033797308802604675, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28231526599984136, "total_loss": 0.33062005671672523} +{"data_time": 0.0035236100002293824, "eta_seconds": 15367.835389494645, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.16735205142749102, "fast_rcnn/fg_cls_accuracy": 0.802422480620155, "iteration": 5499, "loss_box_reg": 0.1377168893814087, "loss_cls": 0.09490355104207993, "loss_rpn_cls": 0.016529757529497147, "loss_rpn_loc": 0.044563401490449905, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2801868075000584, "total_loss": 0.2949541215784848} +{"data_time": 0.003951676000042426, "eta_seconds": 15364.327701006423, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09640908290793875, "fast_rcnn/fg_cls_accuracy": 0.8781059390048154, "iteration": 5519, "loss_box_reg": 0.13637584447860718, "loss_cls": 0.12345680594444275, "loss_rpn_cls": 0.016527448780834675, "loss_rpn_loc": 0.04943004064261913, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28282624550001856, "total_loss": 0.37788561591878533} +{"data_time": 0.003960405500038178, "eta_seconds": 15360.19624173825, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.124453125, "fast_rcnn/fg_cls_accuracy": 0.8556985294117647, "iteration": 5539, "loss_box_reg": 0.16054170578718185, "loss_cls": 0.11274278536438942, "loss_rpn_cls": 0.023114223964512348, "loss_rpn_loc": 0.05784573033452034, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2861202450001201, "total_loss": 0.4174167034216225} +{"data_time": 0.0035748729999340867, "eta_seconds": 15350.91667163465, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.12000868055555555, "fast_rcnn/fg_cls_accuracy": 0.847556938559322, "iteration": 5559, "loss_box_reg": 0.15473997592926025, "loss_cls": 0.1298079863190651, "loss_rpn_cls": 0.015044781379401684, "loss_rpn_loc": 0.03920544870197773, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2808151165002073, "total_loss": 0.31666208151727915} +{"data_time": 0.003680602499798624, "eta_seconds": 15341.32356764418, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10632285411515366, "fast_rcnn/fg_cls_accuracy": 0.8492059740996314, "iteration": 5579, "loss_box_reg": 0.13039537519216537, "loss_cls": 0.13048575446009636, "loss_rpn_cls": 0.014622899703681469, "loss_rpn_loc": 0.03150441404432058, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.28332252449990847, "total_loss": 0.3374791694805026} +{"data_time": 0.0036771875002159504, "eta_seconds": 15334.726892788603, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12346683354192742, "fast_rcnn/fg_cls_accuracy": 0.8356815636770845, "iteration": 5599, "loss_box_reg": 0.166902557015419, "loss_cls": 0.14194326102733612, "loss_rpn_cls": 0.018887659534811974, "loss_rpn_loc": 0.03522404469549656, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28132391049985017, "total_loss": 0.376245436957106} +{"data_time": 0.003766286999962176, "eta_seconds": 15331.06320113811, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.09460131238814873, "fast_rcnn/fg_cls_accuracy": 0.8510785398230089, "iteration": 5619, "loss_box_reg": 0.14147819578647614, "loss_cls": 0.11954136937856674, "loss_rpn_cls": 0.01987871527671814, "loss_rpn_loc": 0.04626852832734585, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2819073830000889, "total_loss": 0.37827668618410826} +{"data_time": 0.003720854999983203, "eta_seconds": 15326.726439598488, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11529356060606061, "fast_rcnn/fg_cls_accuracy": 0.8426716141001855, "iteration": 5639, "loss_box_reg": 0.18133577704429626, "loss_cls": 0.14028116315603256, "loss_rpn_cls": 0.013537500984966755, "loss_rpn_loc": 0.042390624061226845, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28149050799993347, "total_loss": 0.3853275249712169} +{"data_time": 0.003647976000138442, "eta_seconds": 15324.524608249185, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.13450752393980847, "fast_rcnn/fg_cls_accuracy": 0.8321393796077341, "iteration": 5659, "loss_box_reg": 0.15505126863718033, "loss_cls": 0.1225413829088211, "loss_rpn_cls": 0.02082759141921997, "loss_rpn_loc": 0.06324346549808979, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2828273204997913, "total_loss": 0.3767951624467969} +{"data_time": 0.0037702669999362115, "eta_seconds": 15318.884370999185, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.11199294532627865, "fast_rcnn/fg_cls_accuracy": 0.8589819182389937, "iteration": 5679, "loss_box_reg": 0.15019399672746658, "loss_cls": 0.10872386023402214, "loss_rpn_cls": 0.01231701485812664, "loss_rpn_loc": 0.05096106976270676, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.28212523799993505, "total_loss": 0.3632995674852282} +{"data_time": 0.0036779575002583442, "eta_seconds": 15315.770549836565, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11769330373658898, "fast_rcnn/fg_cls_accuracy": 0.833214459393743, "iteration": 5699, "loss_box_reg": 0.1784297078847885, "loss_cls": 0.13759180903434753, "loss_rpn_cls": 0.019848170690238476, "loss_rpn_loc": 0.03997504711151123, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.28520557799993185, "total_loss": 0.3917973432689905} +{"data_time": 0.0037596114998450503, "eta_seconds": 15316.207412197627, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.10615079365079365, "fast_rcnn/fg_cls_accuracy": 0.851721094439541, "iteration": 5719, "loss_box_reg": 0.1396378129720688, "loss_cls": 0.1127290241420269, "loss_rpn_cls": 0.014382774010300636, "loss_rpn_loc": 0.03555777668952942, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2864756019996548, "total_loss": 0.32910592248663306} +{"data_time": 0.0036591370001133328, "eta_seconds": 15313.034571220793, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.08541640757783028, "fast_rcnn/fg_cls_accuracy": 0.8877551020408163, "iteration": 5739, "loss_box_reg": 0.15794525295495987, "loss_cls": 0.11982603371143341, "loss_rpn_cls": 0.014442763291299343, "loss_rpn_loc": 0.03623884543776512, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28343593949989554, "total_loss": 0.3582618944346905} +{"data_time": 0.003874211500033198, "eta_seconds": 15312.023379829297, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1279269406392694, "fast_rcnn/fg_cls_accuracy": 0.8103437499999999, "iteration": 5759, "loss_box_reg": 0.17801253497600555, "loss_cls": 0.14334140717983246, "loss_rpn_cls": 0.012154051568359137, "loss_rpn_loc": 0.04384181275963783, "lr": 0.00025, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.28443944650007325, "total_loss": 0.4374578883871436} +{"data_time": 0.003871151500106862, "eta_seconds": 15312.880554546704, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10597572362278244, "fast_rcnn/fg_cls_accuracy": 0.865461715412422, "iteration": 5779, "loss_box_reg": 0.16394507139921188, "loss_cls": 0.12122470885515213, "loss_rpn_cls": 0.011411734856665134, "loss_rpn_loc": 0.025125933811068535, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.28476747700005944, "total_loss": 0.34837565547786653} +{"data_time": 0.003596158999926047, "eta_seconds": 15308.318080607978, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.13624606387764282, "fast_rcnn/fg_cls_accuracy": 0.8229409852537013, "iteration": 5799, "loss_box_reg": 0.1423305943608284, "loss_cls": 0.12880488485097885, "loss_rpn_cls": 0.019709447398781776, "loss_rpn_loc": 0.03729762136936188, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2836677550001241, "total_loss": 0.3805036908015609} +{"data_time": 0.0035798930000510154, "eta_seconds": 15305.712111893727, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.1444790331441128, "fast_rcnn/fg_cls_accuracy": 0.8063686180165731, "iteration": 5819, "loss_box_reg": 0.1599428951740265, "loss_cls": 0.11062302067875862, "loss_rpn_cls": 0.017958770506083965, "loss_rpn_loc": 0.04353850334882736, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28541895700004716, "total_loss": 0.33886344265192747} +{"data_time": 0.0036944730002232973, "eta_seconds": 15305.618166401837, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.11120191349412, "fast_rcnn/fg_cls_accuracy": 0.8367918052695495, "iteration": 5839, "loss_box_reg": 0.12618866562843323, "loss_cls": 0.0982031486928463, "loss_rpn_cls": 0.0184125155210495, "loss_rpn_loc": 0.03815452754497528, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28341654299993024, "total_loss": 0.3492291187867522} +{"data_time": 0.003724569500036523, "eta_seconds": 15305.238562426166, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13934426229508196, "fast_rcnn/fg_cls_accuracy": 0.818327356557377, "iteration": 5859, "loss_box_reg": 0.19272484630346298, "loss_cls": 0.12988221645355225, "loss_rpn_cls": 0.016613337211310863, "loss_rpn_loc": 0.038437219336628914, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2823509180000201, "total_loss": 0.39555774396285415} +{"data_time": 0.00357839749995037, "eta_seconds": 15300.517155650841, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.11536765516481093, "fast_rcnn/fg_cls_accuracy": 0.8543617246916947, "iteration": 5879, "loss_box_reg": 0.12659046798944473, "loss_cls": 0.10415640100836754, "loss_rpn_cls": 0.014973793178796768, "loss_rpn_loc": 0.041241370141506195, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2831911729999774, "total_loss": 0.3149167988449335} +{"data_time": 0.003681946999677166, "eta_seconds": 15293.930665446169, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.1008891928864569, "fast_rcnn/fg_cls_accuracy": 0.8881862745098039, "iteration": 5899, "loss_box_reg": 0.13307028263807297, "loss_cls": 0.10275966301560402, "loss_rpn_cls": 0.01866421476006508, "loss_rpn_loc": 0.04341903142631054, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2822491289998652, "total_loss": 0.3049674844369292} +{"data_time": 0.003763942000205134, "eta_seconds": 15287.25346927662, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10341631355932204, "fast_rcnn/fg_cls_accuracy": 0.8573460254854368, "iteration": 5919, "loss_box_reg": 0.164959117770195, "loss_cls": 0.13165603578090668, "loss_rpn_cls": 0.01168104400858283, "loss_rpn_loc": 0.04156630113720894, "lr": 0.00025, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28095653799982756, "total_loss": 0.3541367119178176} +{"data_time": 0.003795523000007961, "eta_seconds": 15283.55427632085, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.14833172147001933, "fast_rcnn/fg_cls_accuracy": 0.8146853146853147, "iteration": 5939, "loss_box_reg": 0.15578170120716095, "loss_cls": 0.13501662760972977, "loss_rpn_cls": 0.018363901413977146, "loss_rpn_loc": 0.038179321214556694, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28200992749998477, "total_loss": 0.34743703273124993} +{"data_time": 0.0037155344998609507, "eta_seconds": 15277.899983210855, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.10868309190706121, "fast_rcnn/fg_cls_accuracy": 0.8564373729674797, "iteration": 5959, "loss_box_reg": 0.15956154465675354, "loss_cls": 0.11779559776186943, "loss_rpn_cls": 0.011807833798229694, "loss_rpn_loc": 0.029690176248550415, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28211896250059, "total_loss": 0.32021956518292427} +{"data_time": 0.0036912529999426624, "eta_seconds": 15282.445692490928, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.15191550304332258, "fast_rcnn/fg_cls_accuracy": 0.8203241153731786, "iteration": 5979, "loss_box_reg": 0.12568553537130356, "loss_cls": 0.11188599839806557, "loss_rpn_cls": 0.021374030970036983, "loss_rpn_loc": 0.03614050708711147, "lr": 0.00025, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.2841906795001705, "total_loss": 0.2870229526888579} +{"data_time": 0.0037218894999568874, "eta_seconds": 15277.418127000146, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.12770367700072097, "fast_rcnn/fg_cls_accuracy": 0.8496102975909305, "iteration": 5999, "loss_box_reg": 0.12232718989253044, "loss_cls": 0.09049206599593163, "loss_rpn_cls": 0.023665329441428185, "loss_rpn_loc": 0.04063882492482662, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28149977400016724, "total_loss": 0.30037700198590755} +{"data_time": 0.0037965279998388723, "eta_seconds": 15282.082068519949, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1315150288432345, "fast_rcnn/fg_cls_accuracy": 0.8445882979431538, "iteration": 6019, "loss_box_reg": 0.17482087761163712, "loss_cls": 0.12983058020472527, "loss_rpn_cls": 0.012879590969532728, "loss_rpn_loc": 0.03500265255570412, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2860038645003442, "total_loss": 0.3411781941540539} +{"data_time": 0.003995597000084672, "eta_seconds": 15281.799483228606, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.1346041055718475, "fast_rcnn/fg_cls_accuracy": 0.8434667211106575, "iteration": 6039, "loss_box_reg": 0.18352824449539185, "loss_cls": 0.1293746754527092, "loss_rpn_cls": 0.016344334930181503, "loss_rpn_loc": 0.036436764523386955, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28761609999946813, "total_loss": 0.3626745166257024} +{"data_time": 0.0038252390004345216, "eta_seconds": 15282.377838076449, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.07922071074554465, "fast_rcnn/fg_cls_accuracy": 0.8762996674251706, "iteration": 6059, "loss_box_reg": 0.12342199310660362, "loss_cls": 0.11027419194579124, "loss_rpn_cls": 0.0214898269623518, "loss_rpn_loc": 0.04213189519941807, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28558299049973357, "total_loss": 0.30183694139122963} +{"data_time": 0.00365416099975846, "eta_seconds": 15275.526752722617, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1024761936695279, "fast_rcnn/fg_cls_accuracy": 0.8445702671312427, "iteration": 6079, "loss_box_reg": 0.17971289157867432, "loss_cls": 0.1166657842695713, "loss_rpn_cls": 0.010429002344608307, "loss_rpn_loc": 0.031726373359560966, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2834728114999052, "total_loss": 0.36725238524377346} +{"data_time": 0.0036766520001947356, "eta_seconds": 15269.860756152615, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11529307577350971, "fast_rcnn/fg_cls_accuracy": 0.8329510295529713, "iteration": 6099, "loss_box_reg": 0.1496426686644554, "loss_cls": 0.12728026509284973, "loss_rpn_cls": 0.016048704739660025, "loss_rpn_loc": 0.04286306910216808, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28237806000015553, "total_loss": 0.3813099230173975} +{"data_time": 0.003692593999858218, "eta_seconds": 15269.282028368634, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.13610555050045497, "fast_rcnn/fg_cls_accuracy": 0.844933410538506, "iteration": 6119, "loss_box_reg": 0.1484529972076416, "loss_cls": 0.1116851344704628, "loss_rpn_cls": 0.01627039909362793, "loss_rpn_loc": 0.04718402773141861, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.28767496349973953, "total_loss": 0.3508504070341587} +{"data_time": 0.003888212499987276, "eta_seconds": 15267.672144322596, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.09428385234836847, "fast_rcnn/fg_cls_accuracy": 0.8743912337662337, "iteration": 6139, "loss_box_reg": 0.14364851266145706, "loss_cls": 0.10655227303504944, "loss_rpn_cls": 0.01205510413274169, "loss_rpn_loc": 0.03571303375065327, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2888359879998461, "total_loss": 0.3380277145188302} +{"data_time": 0.0036762575000466313, "eta_seconds": 15264.33092870946, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.13259159085320876, "fast_rcnn/fg_cls_accuracy": 0.8463711304548337, "iteration": 6159, "loss_box_reg": 0.14786836504936218, "loss_cls": 0.1101069338619709, "loss_rpn_cls": 0.01844926457852125, "loss_rpn_loc": 0.026133070699870586, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2827099854998778, "total_loss": 0.33553997380658984} +{"data_time": 0.003659116499875381, "eta_seconds": 15257.715000844719, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.10995408087690713, "fast_rcnn/fg_cls_accuracy": 0.8551251008878127, "iteration": 6179, "loss_box_reg": 0.11573389917612076, "loss_cls": 0.10175881534814835, "loss_rpn_cls": 0.015119113028049469, "loss_rpn_loc": 0.03739113174378872, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2820245379998596, "total_loss": 0.27939690463244915} +{"data_time": 0.003614298999764287, "eta_seconds": 15252.690480405363, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1281759182546258, "fast_rcnn/fg_cls_accuracy": 0.8463855421686748, "iteration": 6199, "loss_box_reg": 0.16608381271362305, "loss_cls": 0.12536900117993355, "loss_rpn_cls": 0.012456074822694063, "loss_rpn_loc": 0.027460620738565922, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28622361999987334, "total_loss": 0.3311775289475918} +{"data_time": 0.003503814499708824, "eta_seconds": 15247.570235726089, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11818988464951198, "fast_rcnn/fg_cls_accuracy": 0.8541687077495836, "iteration": 6219, "loss_box_reg": 0.16525620222091675, "loss_cls": 0.11580193042755127, "loss_rpn_cls": 0.012354034464806318, "loss_rpn_loc": 0.040789783000946045, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2850722460002544, "total_loss": 0.365943822049303} +{"data_time": 0.0036283054996602004, "eta_seconds": 15245.135324168368, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.07646266646715547, "fast_rcnn/fg_cls_accuracy": 0.8701481606670047, "iteration": 6239, "loss_box_reg": 0.15862460434436798, "loss_cls": 0.11908327788114548, "loss_rpn_cls": 0.015553607605397701, "loss_rpn_loc": 0.038078077137470245, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2859738530000868, "total_loss": 0.3286407964769751} +{"data_time": 0.0036651714999607066, "eta_seconds": 15242.44943087343, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.13880184331797235, "fast_rcnn/fg_cls_accuracy": 0.8229703383929815, "iteration": 6259, "loss_box_reg": 0.15210191905498505, "loss_cls": 0.147054024040699, "loss_rpn_cls": 0.023279535584151745, "loss_rpn_loc": 0.060919541865587234, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 194.0, "rpn/num_pos_anchors": 62.0, "time": 0.28403135200005636, "total_loss": 0.44250739738345146} +{"data_time": 0.0035177650001969596, "eta_seconds": 15234.50967497396, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.11500089477451683, "fast_rcnn/fg_cls_accuracy": 0.8686625502747408, "iteration": 6279, "loss_box_reg": 0.1297932267189026, "loss_cls": 0.08214948698878288, "loss_rpn_cls": 0.02285987138748169, "loss_rpn_loc": 0.04907567799091339, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2824872495002637, "total_loss": 0.3473696121945977} +{"data_time": 0.0036634419998335943, "eta_seconds": 15230.106060576509, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1066701680672269, "fast_rcnn/fg_cls_accuracy": 0.8668285496016588, "iteration": 6299, "loss_box_reg": 0.16648128628730774, "loss_cls": 0.10955885797739029, "loss_rpn_cls": 0.014841274823993444, "loss_rpn_loc": 0.03684586100280285, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.28393550749979113, "total_loss": 0.3640181217342615} +{"data_time": 0.0036059290000594046, "eta_seconds": 15228.956227351555, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1539473684210526, "fast_rcnn/fg_cls_accuracy": 0.8202686095505618, "iteration": 6319, "loss_box_reg": 0.15888582170009613, "loss_cls": 0.14890982955694199, "loss_rpn_cls": 0.015711253508925438, "loss_rpn_loc": 0.04145563021302223, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.28529979649965753, "total_loss": 0.38475118204951286} +{"data_time": 0.003601974000048358, "eta_seconds": 15222.909312588017, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.14228915662650604, "fast_rcnn/fg_cls_accuracy": 0.8173308619091751, "iteration": 6339, "loss_box_reg": 0.13498267531394958, "loss_cls": 0.12345649674534798, "loss_rpn_cls": 0.017543451860547066, "loss_rpn_loc": 0.028974412009119987, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.282198061499912, "total_loss": 0.3088295152410865} +{"data_time": 0.0038235689999055467, "eta_seconds": 15217.608271891531, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.0847795131936101, "fast_rcnn/fg_cls_accuracy": 0.8886336929815191, "iteration": 6359, "loss_box_reg": 0.17095541954040527, "loss_cls": 0.10604419559240341, "loss_rpn_cls": 0.014219650533050299, "loss_rpn_loc": 0.037982843816280365, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2854597844998352, "total_loss": 0.3367031579837203} +{"data_time": 0.00374442549991727, "eta_seconds": 15207.416889536544, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.1515450067174205, "fast_rcnn/fg_cls_accuracy": 0.8155616554054055, "iteration": 6379, "loss_box_reg": 0.17257199436426163, "loss_cls": 0.13253944367170334, "loss_rpn_cls": 0.025143951177597046, "loss_rpn_loc": 0.05615990795195103, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.28309716349986047, "total_loss": 0.4023797339759767} +{"data_time": 0.003690137999910803, "eta_seconds": 15199.762897608343, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.12147081798906373, "fast_rcnn/fg_cls_accuracy": 0.852386754587156, "iteration": 6399, "loss_box_reg": 0.15985450148582458, "loss_cls": 0.12610157579183578, "loss_rpn_cls": 0.018844250589609146, "loss_rpn_loc": 0.06429840251803398, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 191.25, "rpn/num_pos_anchors": 64.75, "time": 0.2836971115002598, "total_loss": 0.3761597480624914} +{"data_time": 0.003731865000190737, "eta_seconds": 15192.284412362742, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08413028413028413, "fast_rcnn/fg_cls_accuracy": 0.8989010989010989, "iteration": 6419, "loss_box_reg": 0.14405186474323273, "loss_cls": 0.09077459573745728, "loss_rpn_cls": 0.016908087767660618, "loss_rpn_loc": 0.032596405595541, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.282182235500386, "total_loss": 0.2799313887953758} +{"data_time": 0.0036097889997108723, "eta_seconds": 15187.79495999127, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10702479338842974, "fast_rcnn/fg_cls_accuracy": 0.8392737388539778, "iteration": 6439, "loss_box_reg": 0.19436080753803253, "loss_cls": 0.14423410594463348, "loss_rpn_cls": 0.013429041020572186, "loss_rpn_loc": 0.041527435183525085, "lr": 0.00025, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2843740430002981, "total_loss": 0.39764528698287904} +{"data_time": 0.003640510999957769, "eta_seconds": 15188.570177240817, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09361185232386793, "fast_rcnn/fg_cls_accuracy": 0.8670594373668421, "iteration": 6459, "loss_box_reg": 0.1508481726050377, "loss_cls": 0.11519037559628487, "loss_rpn_cls": 0.021823186427354813, "loss_rpn_loc": 0.06588419899344444, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.28970491799964293, "total_loss": 0.33775275107473135} +{"data_time": 0.0038871825004207494, "eta_seconds": 15194.603199845042, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.1175680859225163, "fast_rcnn/fg_cls_accuracy": 0.8459256329113924, "iteration": 6479, "loss_box_reg": 0.12747079879045486, "loss_cls": 0.11131894960999489, "loss_rpn_cls": 0.014107144437730312, "loss_rpn_loc": 0.040153928101062775, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28853612799957773, "total_loss": 0.3038182286545634} +{"data_time": 0.0036327705001895083, "eta_seconds": 15196.008630740607, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08557297499066815, "fast_rcnn/fg_cls_accuracy": 0.8713553979511426, "iteration": 6499, "loss_box_reg": 0.14067954570055008, "loss_cls": 0.09385494887828827, "loss_rpn_cls": 0.01576157473027706, "loss_rpn_loc": 0.03797277621924877, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28639195299956555, "total_loss": 0.3272828245535493} +{"data_time": 0.0035823580001306254, "eta_seconds": 15190.32787985061, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.132895390311075, "fast_rcnn/fg_cls_accuracy": 0.8183379120879121, "iteration": 6519, "loss_box_reg": 0.15507201850414276, "loss_cls": 0.13594259321689606, "loss_rpn_cls": 0.017085283994674683, "loss_rpn_loc": 0.02815332356840372, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.283229944499908, "total_loss": 0.3606357187964022} +{"data_time": 0.0035642019997794705, "eta_seconds": 15187.204789032403, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.10601851851851851, "fast_rcnn/fg_cls_accuracy": 0.8413756613756613, "iteration": 6539, "loss_box_reg": 0.1567045971751213, "loss_cls": 0.12098709121346474, "loss_rpn_cls": 0.01280273962765932, "loss_rpn_loc": 0.04809834621846676, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.28640211800029647, "total_loss": 0.3453551949933171} +{"data_time": 0.003550206499767228, "eta_seconds": 15185.886109928397, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.11113911290322581, "fast_rcnn/fg_cls_accuracy": 0.8454650016431153, "iteration": 6559, "loss_box_reg": 0.14929821342229843, "loss_cls": 0.12620560452342033, "loss_rpn_cls": 0.02434740960597992, "loss_rpn_loc": 0.03915252536535263, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2816152789996522, "total_loss": 0.33648377237841487} +{"data_time": 0.0036494710002443753, "eta_seconds": 15175.841373552394, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09183226183518411, "fast_rcnn/fg_cls_accuracy": 0.88737960444085, "iteration": 6579, "loss_box_reg": 0.13216106593608856, "loss_cls": 0.08794962614774704, "loss_rpn_cls": 0.012666704598814249, "loss_rpn_loc": 0.027201012708246708, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.28306423650019497, "total_loss": 0.2702137241140008} +{"data_time": 0.003652525999768841, "eta_seconds": 15171.623706922446, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.13103896103896104, "fast_rcnn/fg_cls_accuracy": 0.8379899916597164, "iteration": 6599, "loss_box_reg": 0.1470332145690918, "loss_cls": 0.11290187761187553, "loss_rpn_cls": 0.01748626958578825, "loss_rpn_loc": 0.04155013710260391, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2833090630006154, "total_loss": 0.37146562337875366} +{"data_time": 0.0035661919996528013, "eta_seconds": 15172.564761157824, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.07667311946902655, "fast_rcnn/fg_cls_accuracy": 0.8717381438620377, "iteration": 6619, "loss_box_reg": 0.13360578566789627, "loss_cls": 0.10526131838560104, "loss_rpn_cls": 0.01380876637995243, "loss_rpn_loc": 0.027809279039502144, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.28630249849948086, "total_loss": 0.32927525881677866} +{"data_time": 0.0038477805001093657, "eta_seconds": 15168.094016863579, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09464177292046144, "fast_rcnn/fg_cls_accuracy": 0.8884610964256981, "iteration": 6639, "loss_box_reg": 0.12462298572063446, "loss_cls": 0.08499443531036377, "loss_rpn_cls": 0.016526222229003906, "loss_rpn_loc": 0.046265557408332825, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28381620199979807, "total_loss": 0.2958505896385759} +{"data_time": 0.0037467759998435213, "eta_seconds": 15163.300268949743, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.14725337935001437, "fast_rcnn/fg_cls_accuracy": 0.8269386433543792, "iteration": 6659, "loss_box_reg": 0.166288323700428, "loss_cls": 0.1254679523408413, "loss_rpn_cls": 0.017583981156349182, "loss_rpn_loc": 0.05346112325787544, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.28514983449986175, "total_loss": 0.37677043536677957} +{"data_time": 0.0035796874999505235, "eta_seconds": 15165.341609862098, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.10119047619047619, "fast_rcnn/fg_cls_accuracy": 0.8483261597321856, "iteration": 6679, "loss_box_reg": 0.15828027576208115, "loss_cls": 0.11541953310370445, "loss_rpn_cls": 0.01590028591454029, "loss_rpn_loc": 0.04338783584535122, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.28622519999998985, "total_loss": 0.35573866683989763} +{"data_time": 0.003584572999898228, "eta_seconds": 15152.935092769054, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11728446365248227, "fast_rcnn/fg_cls_accuracy": 0.8596067266949152, "iteration": 6699, "loss_box_reg": 0.1603904813528061, "loss_cls": 0.12709499150514603, "loss_rpn_cls": 0.016409730538725853, "loss_rpn_loc": 0.043748339638113976, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2825348770002165, "total_loss": 0.3446472678333521} +{"data_time": 0.0037087135001456772, "eta_seconds": 15147.249188419046, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.12184074790457769, "fast_rcnn/fg_cls_accuracy": 0.8317610062893082, "iteration": 6719, "loss_box_reg": 0.16933171451091766, "loss_cls": 0.13355032354593277, "loss_rpn_cls": 0.013145326636731625, "loss_rpn_loc": 0.07808410376310349, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.2867552100001376, "total_loss": 0.402176879812032} +{"data_time": 0.003715209499659977, "eta_seconds": 15146.094831262963, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0998389694041868, "fast_rcnn/fg_cls_accuracy": 0.8797078371642204, "iteration": 6739, "loss_box_reg": 0.13167095929384232, "loss_cls": 0.07915986701846123, "loss_rpn_cls": 0.028995214961469173, "loss_rpn_loc": 0.029848070815205574, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.287108076000095, "total_loss": 0.29430379206314683} +{"data_time": 0.0036664169997493445, "eta_seconds": 15143.086661345533, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.10885416666666667, "fast_rcnn/fg_cls_accuracy": 0.8542212701612903, "iteration": 6759, "loss_box_reg": 0.144844688475132, "loss_cls": 0.12720505148172379, "loss_rpn_cls": 0.02042935322970152, "loss_rpn_loc": 0.030071238987147808, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2849067535003087, "total_loss": 0.3506880719214678} +{"data_time": 0.0036600215003090852, "eta_seconds": 15131.752870332175, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.15214763191580144, "fast_rcnn/fg_cls_accuracy": 0.8314280114972563, "iteration": 6779, "loss_box_reg": 0.13546516001224518, "loss_cls": 0.09063342958688736, "loss_rpn_cls": 0.014268951956182718, "loss_rpn_loc": 0.02902647666633129, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28406600900007106, "total_loss": 0.2842962024733424} +{"data_time": 0.003655870999864419, "eta_seconds": 15132.843261202288, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.094921875, "fast_rcnn/fg_cls_accuracy": 0.8881944444444444, "iteration": 6799, "loss_box_reg": 0.14555686712265015, "loss_cls": 0.10343163087964058, "loss_rpn_cls": 0.010558065492659807, "loss_rpn_loc": 0.04111417941749096, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28741729050034337, "total_loss": 0.3106768117286265} +{"data_time": 0.003550076499777788, "eta_seconds": 15127.413102617256, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.11118607954545454, "fast_rcnn/fg_cls_accuracy": 0.8591122338505954, "iteration": 6819, "loss_box_reg": 0.14196540415287018, "loss_cls": 0.10821063071489334, "loss_rpn_cls": 0.013643062673509121, "loss_rpn_loc": 0.022682923823595047, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.2857963800001926, "total_loss": 0.29512606654316187} +{"data_time": 0.003862335999656352, "eta_seconds": 15125.832676235259, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.10448141773442979, "fast_rcnn/fg_cls_accuracy": 0.8559233640755379, "iteration": 6839, "loss_box_reg": 0.16576435416936874, "loss_cls": 0.14260395616292953, "loss_rpn_cls": 0.013004655949771404, "loss_rpn_loc": 0.04013606160879135, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2868568294998113, "total_loss": 0.39227350801229477} +{"data_time": 0.003914018500381644, "eta_seconds": 15121.076248608751, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10489971850809289, "fast_rcnn/fg_cls_accuracy": 0.8578358208955223, "iteration": 6859, "loss_box_reg": 0.16621817648410797, "loss_cls": 0.1107640266418457, "loss_rpn_cls": 0.013943877071142197, "loss_rpn_loc": 0.03603734169155359, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28435898250018, "total_loss": 0.3307696874253452} +{"data_time": 0.003907332500148186, "eta_seconds": 15120.80698752019, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.11669851887243192, "fast_rcnn/fg_cls_accuracy": 0.8547985210588361, "iteration": 6879, "loss_box_reg": 0.1535632312297821, "loss_cls": 0.11333388462662697, "loss_rpn_cls": 0.013209537602961063, "loss_rpn_loc": 0.06469843722879887, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.288408572499975, "total_loss": 0.3415270075201988} +{"data_time": 0.003638685999703739, "eta_seconds": 15119.193665268085, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.0992965367965368, "fast_rcnn/fg_cls_accuracy": 0.885994997292349, "iteration": 6899, "loss_box_reg": 0.15361858904361725, "loss_cls": 0.0909939706325531, "loss_rpn_cls": 0.015165331307798624, "loss_rpn_loc": 0.03335770033299923, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28516918550030823, "total_loss": 0.2989639029838145} +{"data_time": 0.003684757500195701, "eta_seconds": 15110.30931726591, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.0936279926335175, "fast_rcnn/fg_cls_accuracy": 0.8929683576092415, "iteration": 6919, "loss_box_reg": 0.14581730961799622, "loss_cls": 0.12393448874354362, "loss_rpn_cls": 0.014417776372283697, "loss_rpn_loc": 0.04402398318052292, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2820440039999994, "total_loss": 0.3438894604332745} +{"data_time": 0.003803137999966566, "eta_seconds": 15108.758116066401, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.153591028394178, "fast_rcnn/fg_cls_accuracy": 0.8146027201145312, "iteration": 6939, "loss_box_reg": 0.16713076829910278, "loss_cls": 0.13113803416490555, "loss_rpn_cls": 0.016812026500701904, "loss_rpn_loc": 0.05585381016135216, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.28667600150038197, "total_loss": 0.4050640882924199} +{"data_time": 0.00405529449972164, "eta_seconds": 15102.109830618065, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08861204954954954, "fast_rcnn/fg_cls_accuracy": 0.892347134368411, "iteration": 6959, "loss_box_reg": 0.14115411043167114, "loss_cls": 0.08932074159383774, "loss_rpn_cls": 0.01128004165366292, "loss_rpn_loc": 0.0349351204931736, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2831323750001502, "total_loss": 0.29119113157503307} +{"data_time": 0.004104087500309106, "eta_seconds": 15099.44305868029, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11242997198879552, "fast_rcnn/fg_cls_accuracy": 0.8420771804337794, "iteration": 6979, "loss_box_reg": 0.16463325172662735, "loss_cls": 0.1307421326637268, "loss_rpn_cls": 0.016375726088881493, "loss_rpn_loc": 0.03500872477889061, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2865576760004842, "total_loss": 0.3412531497888267} +{"data_time": 0.0036343649999253103, "eta_seconds": 15093.747304980297, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.09478885893980234, "fast_rcnn/fg_cls_accuracy": 0.882034632034632, "iteration": 6999, "loss_box_reg": 0.12309170141816139, "loss_cls": 0.08182192593812943, "loss_rpn_cls": 0.02132937405258417, "loss_rpn_loc": 0.03170477505773306, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2819227029999638, "total_loss": 0.269975361879915} +{"data_time": 0.003793367499838496, "eta_seconds": 15080.95546308019, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10159241617633324, "fast_rcnn/fg_cls_accuracy": 0.8473907025970854, "iteration": 7019, "loss_box_reg": 0.16960881650447845, "loss_cls": 0.12476678192615509, "loss_rpn_cls": 0.01177573949098587, "loss_rpn_loc": 0.02941853366792202, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28455690650025645, "total_loss": 0.33167165657505393} +{"data_time": 0.0037596309998662036, "eta_seconds": 15074.854331340539, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11814305097887187, "fast_rcnn/fg_cls_accuracy": 0.8695798319327731, "iteration": 7039, "loss_box_reg": 0.17631379514932632, "loss_cls": 0.1153407096862793, "loss_rpn_cls": 0.01707573141902685, "loss_rpn_loc": 0.03365950100123882, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28700081650003995, "total_loss": 0.35576307377777994} +{"data_time": 0.003733359499619837, "eta_seconds": 15067.401499620819, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.10582306830907054, "fast_rcnn/fg_cls_accuracy": 0.867950352482376, "iteration": 7059, "loss_box_reg": 0.14602556079626083, "loss_cls": 0.10597004368901253, "loss_rpn_cls": 0.010141323786228895, "loss_rpn_loc": 0.034177154302597046, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2832354699999087, "total_loss": 0.3098265854641795} +{"data_time": 0.003676606999761134, "eta_seconds": 15065.228688328334, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.10576075242480651, "fast_rcnn/fg_cls_accuracy": 0.861885838150289, "iteration": 7079, "loss_box_reg": 0.13815535604953766, "loss_cls": 0.10353955626487732, "loss_rpn_cls": 0.016262033954262733, "loss_rpn_loc": 0.06318914890289307, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.28893953199985845, "total_loss": 0.3179286513477564} +{"data_time": 0.0034812535000128264, "eta_seconds": 15064.33717911491, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.12093856879768483, "fast_rcnn/fg_cls_accuracy": 0.853131469979296, "iteration": 7099, "loss_box_reg": 0.1557665392756462, "loss_cls": 0.10850855335593224, "loss_rpn_cls": 0.0175465140491724, "loss_rpn_loc": 0.05644526332616806, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.28612822599961873, "total_loss": 0.3694800892844796} +{"data_time": 0.003638055000010354, "eta_seconds": 15053.841516228313, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07947612034504523, "fast_rcnn/fg_cls_accuracy": 0.8969657344943387, "iteration": 7119, "loss_box_reg": 0.1433653011918068, "loss_cls": 0.09378040954470634, "loss_rpn_cls": 0.012659492436796427, "loss_rpn_loc": 0.04081758297979832, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2854632839998885, "total_loss": 0.3301106132566929} +{"data_time": 0.0037214239991953946, "eta_seconds": 15050.05099589238, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1160465655940594, "fast_rcnn/fg_cls_accuracy": 0.8647864105504588, "iteration": 7139, "loss_box_reg": 0.18305964767932892, "loss_cls": 0.12358894944190979, "loss_rpn_cls": 0.012624027207493782, "loss_rpn_loc": 0.02897811308503151, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.28672058299980563, "total_loss": 0.382288102991879} +{"data_time": 0.003587287999380351, "eta_seconds": 15051.957803042042, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.09470116579627577, "fast_rcnn/fg_cls_accuracy": 0.8723692602040816, "iteration": 7159, "loss_box_reg": 0.140279620885849, "loss_cls": 0.11501149833202362, "loss_rpn_cls": 0.010091089177876711, "loss_rpn_loc": 0.03957008570432663, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2873325170003227, "total_loss": 0.30652695382013917} +{"data_time": 0.0036253994999242423, "eta_seconds": 15053.898365506248, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.10630580357142858, "fast_rcnn/fg_cls_accuracy": 0.8683876129518072, "iteration": 7179, "loss_box_reg": 0.15988557040691376, "loss_cls": 0.11405667662620544, "loss_rpn_cls": 0.009687881916761398, "loss_rpn_loc": 0.030916869640350342, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28713767299996107, "total_loss": 0.3413212248124182} +{"data_time": 0.003728119500010507, "eta_seconds": 15044.71552320756, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.1371473354231975, "fast_rcnn/fg_cls_accuracy": 0.8612486248624862, "iteration": 7199, "loss_box_reg": 0.16043037176132202, "loss_cls": 0.11320272088050842, "loss_rpn_cls": 0.01718401350080967, "loss_rpn_loc": 0.039334576576948166, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2845067744997323, "total_loss": 0.3794088391587138} +{"data_time": 0.0035896985004910675, "eta_seconds": 15042.49821528625, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.10211382113821138, "fast_rcnn/fg_cls_accuracy": 0.8820574740400869, "iteration": 7219, "loss_box_reg": 0.1304890438914299, "loss_cls": 0.08784881979227066, "loss_rpn_cls": 0.010601620189845562, "loss_rpn_loc": 0.03298401087522507, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2858241215003545, "total_loss": 0.28881784091936424} +{"data_time": 0.0036832529999628605, "eta_seconds": 15040.963568543357, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11045751633986928, "fast_rcnn/fg_cls_accuracy": 0.8353704637096775, "iteration": 7239, "loss_box_reg": 0.1911013051867485, "loss_cls": 0.13418884575366974, "loss_rpn_cls": 0.015248961746692657, "loss_rpn_loc": 0.05171574838459492, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2898451100004422, "total_loss": 0.39490590058267117} +{"data_time": 0.0036093989997425524, "eta_seconds": 15038.387181389471, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.0886150234741784, "fast_rcnn/fg_cls_accuracy": 0.8913363904356371, "iteration": 7259, "loss_box_reg": 0.15123944729566574, "loss_cls": 0.11582783609628677, "loss_rpn_cls": 0.015666840132325888, "loss_rpn_loc": 0.03424600511789322, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28671446299995296, "total_loss": 0.34635059395805} +{"data_time": 0.0036649120002039126, "eta_seconds": 15038.652825986683, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1075487012987013, "fast_rcnn/fg_cls_accuracy": 0.8463723776223776, "iteration": 7279, "loss_box_reg": 0.14466552436351776, "loss_cls": 0.10467323660850525, "loss_rpn_cls": 0.015810562297701836, "loss_rpn_loc": 0.04246858321130276, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2864139334997162, "total_loss": 0.32518796576187015} +{"data_time": 0.003605019000133325, "eta_seconds": 15034.063934859114, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.11643026004728133, "fast_rcnn/fg_cls_accuracy": 0.859180790960452, "iteration": 7299, "loss_box_reg": 0.14298167824745178, "loss_cls": 0.10432136431336403, "loss_rpn_cls": 0.00966636836528778, "loss_rpn_loc": 0.027887320145964622, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2852220574995954, "total_loss": 0.3196641975082457} +{"data_time": 0.00374552049970589, "eta_seconds": 15032.794011066853, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.1390749601275917, "fast_rcnn/fg_cls_accuracy": 0.8362041467304625, "iteration": 7319, "loss_box_reg": 0.13811250030994415, "loss_cls": 0.10301494598388672, "loss_rpn_cls": 0.01836173888295889, "loss_rpn_loc": 0.04511294327676296, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2895950874999471, "total_loss": 0.3106317678466439} +{"data_time": 0.00364625599968349, "eta_seconds": 15029.323638777068, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1120951055936073, "fast_rcnn/fg_cls_accuracy": 0.8736502820306205, "iteration": 7339, "loss_box_reg": 0.15898151695728302, "loss_cls": 0.11628091335296631, "loss_rpn_cls": 0.013204787857830524, "loss_rpn_loc": 0.03650619275867939, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2837750194998989, "total_loss": 0.3340243212878704} +{"data_time": 0.0036886025000058, "eta_seconds": 15025.727837115119, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.13048245614035087, "fast_rcnn/fg_cls_accuracy": 0.8594020261922412, "iteration": 7359, "loss_box_reg": 0.16031069308519363, "loss_cls": 0.115622878074646, "loss_rpn_cls": 0.013324778992682695, "loss_rpn_loc": 0.03473950736224651, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29131522849957037, "total_loss": 0.3852594264317304} +{"data_time": 0.003657326500160707, "eta_seconds": 15023.447877351127, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08518007572866829, "fast_rcnn/fg_cls_accuracy": 0.889915816667409, "iteration": 7379, "loss_box_reg": 0.13400960713624954, "loss_cls": 0.08223871886730194, "loss_rpn_cls": 0.014915910083800554, "loss_rpn_loc": 0.0362711176276207, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2874224510001113, "total_loss": 0.30886300560086966} +{"data_time": 0.0036128099995949015, "eta_seconds": 15021.022186405935, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10731907894736842, "fast_rcnn/fg_cls_accuracy": 0.871392793062201, "iteration": 7399, "loss_box_reg": 0.1714596524834633, "loss_cls": 0.10844102501869202, "loss_rpn_cls": 0.011565920431166887, "loss_rpn_loc": 0.0262304600328207, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.28502211349996287, "total_loss": 0.32028455939143896} +{"data_time": 0.0037143444997127517, "eta_seconds": 15013.84636556244, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.12480678447591595, "fast_rcnn/fg_cls_accuracy": 0.8558595160707836, "iteration": 7419, "loss_box_reg": 0.15105809271335602, "loss_cls": 0.1162382997572422, "loss_rpn_cls": 0.010336300823837519, "loss_rpn_loc": 0.027642282657325268, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.28422607599986804, "total_loss": 0.3207753053866327} +{"data_time": 0.003772512000068673, "eta_seconds": 15015.808846795553, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09026005491842998, "fast_rcnn/fg_cls_accuracy": 0.9041374336109107, "iteration": 7439, "loss_box_reg": 0.11879678443074226, "loss_cls": 0.07502339407801628, "loss_rpn_cls": 0.008277367800474167, "loss_rpn_loc": 0.05116566643118858, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2875823235003736, "total_loss": 0.2575013521127403} +{"data_time": 0.003824524000265228, "eta_seconds": 15011.821611888536, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.12277348066298342, "fast_rcnn/fg_cls_accuracy": 0.853528559602649, "iteration": 7459, "loss_box_reg": 0.17439985275268555, "loss_cls": 0.11625473201274872, "loss_rpn_cls": 0.011952363420277834, "loss_rpn_loc": 0.036991896107792854, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28993311349995565, "total_loss": 0.3551336880773306} +{"data_time": 0.003886757499913074, "eta_seconds": 15004.381290595556, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.11230997404523545, "fast_rcnn/fg_cls_accuracy": 0.8771551724137931, "iteration": 7479, "loss_box_reg": 0.14113504439592361, "loss_cls": 0.11826691403985023, "loss_rpn_cls": 0.016741271130740643, "loss_rpn_loc": 0.03308121953159571, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2869847755000592, "total_loss": 0.3332415751647204} +{"data_time": 0.004006392499832145, "eta_seconds": 14996.27626876304, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.08925016589250166, "fast_rcnn/fg_cls_accuracy": 0.8796147211040828, "iteration": 7499, "loss_box_reg": 0.10261192545294762, "loss_cls": 0.09986400231719017, "loss_rpn_cls": 0.022402427159249783, "loss_rpn_loc": 0.05078839510679245, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28544085799967434, "total_loss": 0.2921331999823451} +{"data_time": 0.00374792049979078, "eta_seconds": 14994.34345727961, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.12243566610221247, "fast_rcnn/fg_cls_accuracy": 0.8515625, "iteration": 7519, "loss_box_reg": 0.16067847609519958, "loss_cls": 0.12342198565602303, "loss_rpn_cls": 0.017148999497294426, "loss_rpn_loc": 0.03404221497476101, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2850038225001299, "total_loss": 0.36439273320138454} +{"data_time": 0.003626834999977291, "eta_seconds": 14982.708750030015, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.11154170823421072, "fast_rcnn/fg_cls_accuracy": 0.8304253472222223, "iteration": 7539, "loss_box_reg": 0.16207873821258545, "loss_cls": 0.13477180898189545, "loss_rpn_cls": 0.018672452308237553, "loss_rpn_loc": 0.05426640436053276, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2833642509999663, "total_loss": 0.35456679575145245} +{"data_time": 0.003751805999854696, "eta_seconds": 14981.526178195563, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08675152134528732, "fast_rcnn/fg_cls_accuracy": 0.8976744186046512, "iteration": 7559, "loss_box_reg": 0.12784147262573242, "loss_cls": 0.09437968209385872, "loss_rpn_cls": 0.01943413820117712, "loss_rpn_loc": 0.039470354095101357, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2884845709995716, "total_loss": 0.3070115651935339} +{"data_time": 0.004082596500211366, "eta_seconds": 14978.324497546419, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.12423972704346536, "fast_rcnn/fg_cls_accuracy": 0.8541237657743281, "iteration": 7579, "loss_box_reg": 0.16204631328582764, "loss_cls": 0.11792497336864471, "loss_rpn_cls": 0.019108866341412067, "loss_rpn_loc": 0.0346318744122982, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.28486514150017683, "total_loss": 0.3607858447358012} +{"data_time": 0.0038540454997928464, "eta_seconds": 14973.20423900037, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.0802289603960396, "fast_rcnn/fg_cls_accuracy": 0.8889285714285714, "iteration": 7599, "loss_box_reg": 0.153257854282856, "loss_cls": 0.08854270353913307, "loss_rpn_cls": 0.012324086390435696, "loss_rpn_loc": 0.035538443364202976, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28517136599975856, "total_loss": 0.3130133734084666} +{"data_time": 0.0037633414999618253, "eta_seconds": 14971.348817279168, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.10039646745400768, "fast_rcnn/fg_cls_accuracy": 0.8811436722535714, "iteration": 7619, "loss_box_reg": 0.14427825808525085, "loss_cls": 0.10777827352285385, "loss_rpn_cls": 0.016608585603535175, "loss_rpn_loc": 0.03582507371902466, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28775485199957984, "total_loss": 0.3138431888073683} +{"data_time": 0.003662406500097859, "eta_seconds": 14966.65609669486, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11131529263687855, "fast_rcnn/fg_cls_accuracy": 0.8581488933601609, "iteration": 7639, "loss_box_reg": 0.16649192571640015, "loss_cls": 0.11974848806858063, "loss_rpn_cls": 0.01377650024369359, "loss_rpn_loc": 0.04179600067436695, "lr": 0.00025, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2859363610004948, "total_loss": 0.3508422817103565} +{"data_time": 0.0037075285003993486, "eta_seconds": 14963.691148731832, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10342261904761904, "fast_rcnn/fg_cls_accuracy": 0.8751249375312344, "iteration": 7659, "loss_box_reg": 0.14630715548992157, "loss_cls": 0.10228247195482254, "loss_rpn_cls": 0.01253429427742958, "loss_rpn_loc": 0.04800150729715824, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28726229350013455, "total_loss": 0.3051158348098397} +{"data_time": 0.0037470310003300256, "eta_seconds": 14956.41460391722, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10269871216471167, "fast_rcnn/fg_cls_accuracy": 0.8564704058125111, "iteration": 7679, "loss_box_reg": 0.15552888810634613, "loss_cls": 0.11047536507248878, "loss_rpn_cls": 0.017497395165264606, "loss_rpn_loc": 0.04587506502866745, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28590430450003623, "total_loss": 0.3546806597150862} +{"data_time": 0.0036776920001102553, "eta_seconds": 14946.810933211691, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.12014908387390463, "fast_rcnn/fg_cls_accuracy": 0.8721557588552662, "iteration": 7699, "loss_box_reg": 0.14686381816864014, "loss_cls": 0.11164188385009766, "loss_rpn_cls": 0.013469167985022068, "loss_rpn_loc": 0.029994328506290913, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2818528805000824, "total_loss": 0.32958157220855355} +{"data_time": 0.003594332999909966, "eta_seconds": 14936.471047937866, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.1326164031124498, "fast_rcnn/fg_cls_accuracy": 0.8491755483472351, "iteration": 7719, "loss_box_reg": 0.16712261736392975, "loss_cls": 0.13149769231677055, "loss_rpn_cls": 0.016826970502734184, "loss_rpn_loc": 0.05714459531009197, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.28308253300019715, "total_loss": 0.37903991248458624} +{"data_time": 0.0036202094997861423, "eta_seconds": 14922.472633402303, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.09947694691979853, "fast_rcnn/fg_cls_accuracy": 0.8799067447408371, "iteration": 7739, "loss_box_reg": 0.14772231876850128, "loss_cls": 0.10662881284952164, "loss_rpn_cls": 0.011293175164610147, "loss_rpn_loc": 0.024937651120126247, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2816940524999154, "total_loss": 0.30836022179573774} +{"data_time": 0.003673612000511639, "eta_seconds": 14916.761775142295, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.10886712157898598, "fast_rcnn/fg_cls_accuracy": 0.8862945565073225, "iteration": 7759, "loss_box_reg": 0.13304400444030762, "loss_cls": 0.10655954852700233, "loss_rpn_cls": 0.01673200912773609, "loss_rpn_loc": 0.03450259938836098, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2853662094998981, "total_loss": 0.31691353884525597} +{"data_time": 0.003738434999831952, "eta_seconds": 14914.344823922738, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08361527729333798, "fast_rcnn/fg_cls_accuracy": 0.9043650793650794, "iteration": 7779, "loss_box_reg": 0.13779866695404053, "loss_cls": 0.09164218232035637, "loss_rpn_cls": 0.010596649255603552, "loss_rpn_loc": 0.030324268154799938, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2875845335001941, "total_loss": 0.3155746595002711} +{"data_time": 0.0037901330001659517, "eta_seconds": 14906.79388080589, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.12822746359331727, "fast_rcnn/fg_cls_accuracy": 0.8317021893576917, "iteration": 7799, "loss_box_reg": 0.12771832942962646, "loss_cls": 0.10474029183387756, "loss_rpn_cls": 0.012482895515859127, "loss_rpn_loc": 0.04009895771741867, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2857196264999402, "total_loss": 0.32197447028011084} +{"data_time": 0.0035713124998437706, "eta_seconds": 14896.448150968363, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.1234265999393388, "fast_rcnn/fg_cls_accuracy": 0.858299211404307, "iteration": 7819, "loss_box_reg": 0.1453094780445099, "loss_cls": 0.0889379046857357, "loss_rpn_cls": 0.016113328747451305, "loss_rpn_loc": 0.03877514787018299, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2834467850002511, "total_loss": 0.323524103499949} +{"data_time": 0.0038676809999742545, "eta_seconds": 14889.36300061483, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.08788515406162464, "fast_rcnn/fg_cls_accuracy": 0.8856234385646151, "iteration": 7839, "loss_box_reg": 0.14507418125867844, "loss_cls": 0.12749042734503746, "loss_rpn_cls": 0.01727384887635708, "loss_rpn_loc": 0.042929017916321754, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28382366300002104, "total_loss": 0.3630607705563307} +{"data_time": 0.0036238544998923317, "eta_seconds": 14883.804860408718, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.10451173222912354, "fast_rcnn/fg_cls_accuracy": 0.8711987936667505, "iteration": 7859, "loss_box_reg": 0.14639636874198914, "loss_cls": 0.09962378069758415, "loss_rpn_cls": 0.01229433948174119, "loss_rpn_loc": 0.04554254189133644, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28490463850039305, "total_loss": 0.31585260573774576} +{"data_time": 0.003680852000343293, "eta_seconds": 14878.095690918726, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10297360944976076, "fast_rcnn/fg_cls_accuracy": 0.8850574712643678, "iteration": 7879, "loss_box_reg": 0.1450638622045517, "loss_cls": 0.09483905136585236, "loss_rpn_cls": 0.01659402810037136, "loss_rpn_loc": 0.03536916710436344, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.28634380550010974, "total_loss": 0.28515542997047305} +{"data_time": 0.00369480300014402, "eta_seconds": 14872.386521428734, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.09883366578014184, "fast_rcnn/fg_cls_accuracy": 0.8842927578920408, "iteration": 7899, "loss_box_reg": 0.14480499923229218, "loss_cls": 0.11225250363349915, "loss_rpn_cls": 0.011486987117677927, "loss_rpn_loc": 0.029400404542684555, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2828468615002748, "total_loss": 0.3108082846738398} +{"data_time": 0.0037986385004842305, "eta_seconds": 14867.899955968423, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1261038961038961, "fast_rcnn/fg_cls_accuracy": 0.8386036706349207, "iteration": 7919, "loss_box_reg": 0.15856395661830902, "loss_cls": 0.12844839692115784, "loss_rpn_cls": 0.017428566701710224, "loss_rpn_loc": 0.04677758179605007, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.28508209600022383, "total_loss": 0.38047651667147875} +{"data_time": 0.0038048285000513715, "eta_seconds": 14861.6673482648, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.10914376321353066, "fast_rcnn/fg_cls_accuracy": 0.8673279772640323, "iteration": 7939, "loss_box_reg": 0.1266808807849884, "loss_cls": 0.08787938952445984, "loss_rpn_cls": 0.01567191444337368, "loss_rpn_loc": 0.03802144154906273, "lr": 0.00025, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2846871024999018, "total_loss": 0.285433626268059} +{"data_time": 0.0036247954999453214, "eta_seconds": 14856.626936391767, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10672911283376399, "fast_rcnn/fg_cls_accuracy": 0.8429998307093279, "iteration": 7959, "loss_box_reg": 0.1543930321931839, "loss_cls": 0.1126689612865448, "loss_rpn_cls": 0.013906524516642094, "loss_rpn_loc": 0.0410756953060627, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2846498365001935, "total_loss": 0.34298701235093176} +{"data_time": 0.0036925179997524538, "eta_seconds": 14850.77103896846, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.08683173195368317, "fast_rcnn/fg_cls_accuracy": 0.8813723169191919, "iteration": 7979, "loss_box_reg": 0.1401851624250412, "loss_cls": 0.11089050769805908, "loss_rpn_cls": 0.014119036495685577, "loss_rpn_loc": 0.03658088855445385, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28541797700017923, "total_loss": 0.3142674481496215} +{"data_time": 0.003710384000441991, "eta_seconds": 14845.207545971789, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09441900242772014, "fast_rcnn/fg_cls_accuracy": 0.8959886128364389, "iteration": 7999, "loss_box_reg": 0.1618431881070137, "loss_cls": 0.11069915071129799, "loss_rpn_cls": 0.01387252053245902, "loss_rpn_loc": 0.032490259036421776, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.28440526949998457, "total_loss": 0.3478416623547673} +{"data_time": 0.0037513809998017678, "eta_seconds": 14839.351760968484, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08977464788732395, "fast_rcnn/fg_cls_accuracy": 0.89127538411948, "iteration": 8019, "loss_box_reg": 0.13343427330255508, "loss_cls": 0.09302177280187607, "loss_rpn_cls": 0.015084112994372845, "loss_rpn_loc": 0.03177754860371351, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2831774920000498, "total_loss": 0.2898069783113897} +{"data_time": 0.003695872999742278, "eta_seconds": 14832.687590829046, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.11352507602700893, "fast_rcnn/fg_cls_accuracy": 0.8786087475742648, "iteration": 8039, "loss_box_reg": 0.16389476507902145, "loss_cls": 0.10688669607043266, "loss_rpn_cls": 0.018950508907437325, "loss_rpn_loc": 0.05019572004675865, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.28340128299987555, "total_loss": 0.33961356710642576} +{"data_time": 0.0036142189997008245, "eta_seconds": 14827.176730042911, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08290598290598292, "fast_rcnn/fg_cls_accuracy": 0.884860883797054, "iteration": 8059, "loss_box_reg": 0.13112051784992218, "loss_cls": 0.09120672196149826, "loss_rpn_cls": 0.013444749172776937, "loss_rpn_loc": 0.038993114605546, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2835582800003067, "total_loss": 0.27889843261800706} +{"data_time": 0.003785702000186575, "eta_seconds": 14822.22284396852, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09263971732365145, "fast_rcnn/fg_cls_accuracy": 0.8849297720469722, "iteration": 8079, "loss_box_reg": 0.14619044959545135, "loss_cls": 0.10717702656984329, "loss_rpn_cls": 0.01434926362708211, "loss_rpn_loc": 0.0410351175814867, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2916182174999449, "total_loss": 0.3094731643795967} +{"data_time": 0.003805448499861086, "eta_seconds": 14816.962451385052, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.1086710881847212, "fast_rcnn/fg_cls_accuracy": 0.858275993883792, "iteration": 8099, "loss_box_reg": 0.14160367846488953, "loss_cls": 0.10962452739477158, "loss_rpn_cls": 0.015624347142875195, "loss_rpn_loc": 0.03710399568080902, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.28949605899970265, "total_loss": 0.35501873795874417} +{"data_time": 0.0037070184998810873, "eta_seconds": 14815.411236325854, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.11047841781483553, "fast_rcnn/fg_cls_accuracy": 0.8576516544117647, "iteration": 8119, "loss_box_reg": 0.16195447742938995, "loss_cls": 0.11574958637356758, "loss_rpn_cls": 0.01585171977058053, "loss_rpn_loc": 0.02862941287457943, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2883949464999205, "total_loss": 0.36128440825268626} +{"data_time": 0.0036543609999171167, "eta_seconds": 14809.699821045851, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.11029535864978904, "fast_rcnn/fg_cls_accuracy": 0.8835974152429849, "iteration": 8139, "loss_box_reg": 0.14435847103595734, "loss_cls": 0.08077127486467361, "loss_rpn_cls": 0.017543685622513294, "loss_rpn_loc": 0.028732208535075188, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2878026294997653, "total_loss": 0.29322969098575413} +{"data_time": 0.0036830669996561483, "eta_seconds": 14805.51696001261, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09330320669934641, "fast_rcnn/fg_cls_accuracy": 0.8846425749573752, "iteration": 8159, "loss_box_reg": 0.15989405661821365, "loss_cls": 0.11901329457759857, "loss_rpn_cls": 0.016967850737273693, "loss_rpn_loc": 0.04318779334425926, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29004519349973634, "total_loss": 0.35504346434026957} +{"data_time": 0.0036291849996814562, "eta_seconds": 14795.194089136576, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.0981702302631579, "fast_rcnn/fg_cls_accuracy": 0.872018160842544, "iteration": 8179, "loss_box_reg": 0.14013466984033585, "loss_cls": 0.10417348146438599, "loss_rpn_cls": 0.01107387337833643, "loss_rpn_loc": 0.0328262560069561, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2828651175000232, "total_loss": 0.32658896455541253} +{"data_time": 0.0038108584999463346, "eta_seconds": 14790.795517397964, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.1102571595558153, "fast_rcnn/fg_cls_accuracy": 0.8585371300949189, "iteration": 8199, "loss_box_reg": 0.17196208983659744, "loss_cls": 0.10422597080469131, "loss_rpn_cls": 0.013931521214544773, "loss_rpn_loc": 0.03203527070581913, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2858206460000474, "total_loss": 0.34104217076674104} +{"data_time": 0.0036998284999754105, "eta_seconds": 14789.098408687205, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1165158371040724, "fast_rcnn/fg_cls_accuracy": 0.872239010989011, "iteration": 8219, "loss_box_reg": 0.15857987105846405, "loss_cls": 0.1168699860572815, "loss_rpn_cls": 0.011894818395376205, "loss_rpn_loc": 0.032508368603885174, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.28726194350019796, "total_loss": 0.33006180077791214} +{"data_time": 0.003725249000126496, "eta_seconds": 14780.994711034327, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10249065011538155, "fast_rcnn/fg_cls_accuracy": 0.8684541613255472, "iteration": 8239, "loss_box_reg": 0.15661650151014328, "loss_cls": 0.11510426923632622, "loss_rpn_cls": 0.011406078934669495, "loss_rpn_loc": 0.03419835865497589, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28690263150019746, "total_loss": 0.36678819078952074} +{"data_time": 0.0037377249996097817, "eta_seconds": 14777.6738444472, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08508760460251047, "fast_rcnn/fg_cls_accuracy": 0.8873463114754099, "iteration": 8259, "loss_box_reg": 0.11783405765891075, "loss_cls": 0.08153728768229485, "loss_rpn_cls": 0.01167844096198678, "loss_rpn_loc": 0.028669925406575203, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2867405739998503, "total_loss": 0.2790765999816358} +{"data_time": 0.003595969000343757, "eta_seconds": 14771.24493001258, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09814967105263159, "fast_rcnn/fg_cls_accuracy": 0.8534542059748428, "iteration": 8279, "loss_box_reg": 0.14408281445503235, "loss_cls": 0.1089014783501625, "loss_rpn_cls": 0.008533419575542212, "loss_rpn_loc": 0.024565246887505054, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2858577325000624, "total_loss": 0.3237063358537853} +{"data_time": 0.004046555000059016, "eta_seconds": 14772.103814057891, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.12645348837209303, "fast_rcnn/fg_cls_accuracy": 0.8450715755988024, "iteration": 8299, "loss_box_reg": 0.15508073568344116, "loss_cls": 0.11707531288266182, "loss_rpn_cls": 0.016533820889890194, "loss_rpn_loc": 0.043415460735559464, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29073303150016727, "total_loss": 0.3572930064983666} +{"data_time": 0.0038889825000296696, "eta_seconds": 14765.474737836848, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.10036303630363036, "fast_rcnn/fg_cls_accuracy": 0.8642027995903039, "iteration": 8319, "loss_box_reg": 0.14438647776842117, "loss_cls": 0.11924491077661514, "loss_rpn_cls": 0.01111648790538311, "loss_rpn_loc": 0.02842937968671322, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29415617650056447, "total_loss": 0.33624806394800544} +{"data_time": 0.0036515510000754148, "eta_seconds": 14763.41463744985, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08231321232587589, "fast_rcnn/fg_cls_accuracy": 0.8906183238723067, "iteration": 8339, "loss_box_reg": 0.13355053961277008, "loss_cls": 0.10164009407162666, "loss_rpn_cls": 0.017624933272600174, "loss_rpn_loc": 0.04639856703579426, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28665689049967114, "total_loss": 0.3114382242783904} +{"data_time": 0.0037021284997535986, "eta_seconds": 14757.154460143774, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10126762569434554, "fast_rcnn/fg_cls_accuracy": 0.8887928052576963, "iteration": 8359, "loss_box_reg": 0.14553751796483994, "loss_cls": 0.10726207122206688, "loss_rpn_cls": 0.012263276148587465, "loss_rpn_loc": 0.04091325402259827, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.286794351500248, "total_loss": 0.3291501831263304} +{"data_time": 0.0038185285002327873, "eta_seconds": 14752.014161791658, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09676434676434675, "fast_rcnn/fg_cls_accuracy": 0.8448999847304932, "iteration": 8379, "loss_box_reg": 0.14224466681480408, "loss_cls": 0.11661544814705849, "loss_rpn_cls": 0.0205640634521842, "loss_rpn_loc": 0.04039458744227886, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28796197600058804, "total_loss": 0.36059697857126594} +{"data_time": 0.003590692499983561, "eta_seconds": 14749.021835416715, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.09377140899748801, "fast_rcnn/fg_cls_accuracy": 0.8894272743146499, "iteration": 8399, "loss_box_reg": 0.15005386620759964, "loss_cls": 0.11317802220582962, "loss_rpn_cls": 0.015804529190063477, "loss_rpn_loc": 0.052490899339318275, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.28887377399996694, "total_loss": 0.31554912868887186} +{"data_time": 0.003754566000225168, "eta_seconds": 14746.247412411967, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09416897649112001, "fast_rcnn/fg_cls_accuracy": 0.9031701283010183, "iteration": 8419, "loss_box_reg": 0.15686316788196564, "loss_cls": 0.11640908941626549, "loss_rpn_cls": 0.009910468943417072, "loss_rpn_loc": 0.04129747301340103, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28614461649976874, "total_loss": 0.32438898691907525} +{"data_time": 0.0036213294997651246, "eta_seconds": 14741.870233767768, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.14711723114525138, "fast_rcnn/fg_cls_accuracy": 0.8184464952757635, "iteration": 8439, "loss_box_reg": 0.14923249930143356, "loss_cls": 0.13081365823745728, "loss_rpn_cls": 0.019817516207695007, "loss_rpn_loc": 0.03758394345641136, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2880866624996088, "total_loss": 0.36438094242475927} +{"data_time": 0.0036862870001641568, "eta_seconds": 14733.937636303672, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.84765625, "iteration": 8459, "loss_box_reg": 0.1412569060921669, "loss_cls": 0.10731352865695953, "loss_rpn_cls": 0.01634297054260969, "loss_rpn_loc": 0.036507051438093185, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2883430544998191, "total_loss": 0.32507467502728105} +{"data_time": 0.003697883500080934, "eta_seconds": 14728.220159533666, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.0828965585443038, "fast_rcnn/fg_cls_accuracy": 0.8955414870689655, "iteration": 8479, "loss_box_reg": 0.13232267647981644, "loss_cls": 0.10167236253619194, "loss_rpn_cls": 0.01384171424433589, "loss_rpn_loc": 0.027071121148765087, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29103611050004474, "total_loss": 0.29338446888141334} +{"data_time": 0.003544715499629092, "eta_seconds": 14724.715225737782, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.09905455335796566, "fast_rcnn/fg_cls_accuracy": 0.896128170894526, "iteration": 8499, "loss_box_reg": 0.17693551629781723, "loss_cls": 0.10821184515953064, "loss_rpn_cls": 0.019895168021321297, "loss_rpn_loc": 0.06959830597043037, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.2882486449998396, "total_loss": 0.3861373644322157} +{"data_time": 0.003687037999952736, "eta_seconds": 14718.996889727787, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.10454897906435771, "fast_rcnn/fg_cls_accuracy": 0.8680257220826241, "iteration": 8519, "loss_box_reg": 0.12209075689315796, "loss_cls": 0.08464650809764862, "loss_rpn_cls": 0.016081182286143303, "loss_rpn_loc": 0.05687781795859337, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28528735050031173, "total_loss": 0.2816015174612403} +{"data_time": 0.0037426304998007254, "eta_seconds": 14716.378915818841, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09996157786885246, "fast_rcnn/fg_cls_accuracy": 0.8947315705128205, "iteration": 8539, "loss_box_reg": 0.1276460513472557, "loss_cls": 0.08614130318164825, "loss_rpn_cls": 0.011599294375628233, "loss_rpn_loc": 0.027750011533498764, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.2850092879998556, "total_loss": 0.2554514375515282} +{"data_time": 0.003634670000337792, "eta_seconds": 14705.647318446609, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08992122860704976, "fast_rcnn/fg_cls_accuracy": 0.8908636318849148, "iteration": 8559, "loss_box_reg": 0.13394206017255783, "loss_cls": 0.09262099862098694, "loss_rpn_cls": 0.010042606852948666, "loss_rpn_loc": 0.031791429966688156, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28485708600010184, "total_loss": 0.29944914067164063} +{"data_time": 0.003704153500166285, "eta_seconds": 14704.84213585979, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.11621048274434728, "fast_rcnn/fg_cls_accuracy": 0.870611810064935, "iteration": 8579, "loss_box_reg": 0.15053245425224304, "loss_cls": 0.10645394027233124, "loss_rpn_cls": 0.011390746105462313, "loss_rpn_loc": 0.03378608077764511, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28712984699996014, "total_loss": 0.35280037112534046} +{"data_time": 0.0037245349994918797, "eta_seconds": 14699.22029290883, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.096875, "fast_rcnn/fg_cls_accuracy": 0.873234916559692, "iteration": 8599, "loss_box_reg": 0.13219080120325089, "loss_cls": 0.10160479694604874, "loss_rpn_cls": 0.013311174698174, "loss_rpn_loc": 0.041787683963775635, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2858949239998765, "total_loss": 0.2800650866702199} +{"data_time": 0.0039304444999288535, "eta_seconds": 14692.876176628324, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.09428267045454546, "fast_rcnn/fg_cls_accuracy": 0.8755827002762431, "iteration": 8619, "loss_box_reg": 0.13804342597723007, "loss_cls": 0.09004862233996391, "loss_rpn_cls": 0.017762456089258194, "loss_rpn_loc": 0.03937471657991409, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28695135850011866, "total_loss": 0.3053349044639617} +{"data_time": 0.003920263000054547, "eta_seconds": 14692.020670794664, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.08496508803885852, "fast_rcnn/fg_cls_accuracy": 0.867734695457008, "iteration": 8639, "loss_box_reg": 0.15554796904325485, "loss_cls": 0.10692362859845161, "loss_rpn_cls": 0.011603666935116053, "loss_rpn_loc": 0.030787335708737373, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2890949144998558, "total_loss": 0.32096517737954855} +{"data_time": 0.003636250499766902, "eta_seconds": 14685.299581102918, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10474053762100627, "fast_rcnn/fg_cls_accuracy": 0.8578723198296307, "iteration": 8659, "loss_box_reg": 0.1519552692770958, "loss_cls": 0.11694202199578285, "loss_rpn_cls": 0.012950929813086987, "loss_rpn_loc": 0.036107489839196205, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28640468850016987, "total_loss": 0.3326010312885046} +{"data_time": 0.003710954000325728, "eta_seconds": 14682.260608006727, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09130036630036631, "fast_rcnn/fg_cls_accuracy": 0.8852049910873441, "iteration": 8679, "loss_box_reg": 0.12332306802272797, "loss_cls": 0.09484098106622696, "loss_rpn_cls": 0.011761972680687904, "loss_rpn_loc": 0.030986354686319828, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2872551785003452, "total_loss": 0.27513584634289145} +{"data_time": 0.00386343600030159, "eta_seconds": 14681.98787219335, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.11875744970687684, "fast_rcnn/fg_cls_accuracy": 0.84630930743564, "iteration": 8699, "loss_box_reg": 0.14943871647119522, "loss_cls": 0.12083743512630463, "loss_rpn_cls": 0.019368247129023075, "loss_rpn_loc": 0.061706092208623886, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2883893015000467, "total_loss": 0.34321084897965193} +{"data_time": 0.0040445139998155355, "eta_seconds": 14680.444143359273, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09905631659056316, "fast_rcnn/fg_cls_accuracy": 0.8833767926988265, "iteration": 8719, "loss_box_reg": 0.13892973214387894, "loss_cls": 0.09327702596783638, "loss_rpn_cls": 0.0157327177003026, "loss_rpn_loc": 0.03604404255747795, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28559749050009486, "total_loss": 0.29438184667378664} +{"data_time": 0.0035929585001213127, "eta_seconds": 14682.332317099454, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09360397196261683, "fast_rcnn/fg_cls_accuracy": 0.8911908586448598, "iteration": 8739, "loss_box_reg": 0.11922051757574081, "loss_cls": 0.09156660735607147, "loss_rpn_cls": 0.016431876458227634, "loss_rpn_loc": 0.04192321188747883, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28897870400032843, "total_loss": 0.30353970639407635} +{"data_time": 0.003685442499772762, "eta_seconds": 14676.217625160134, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.10602524204702629, "fast_rcnn/fg_cls_accuracy": 0.8609839816933639, "iteration": 8759, "loss_box_reg": 0.15967924892902374, "loss_cls": 0.11825208365917206, "loss_rpn_cls": 0.013476145453751087, "loss_rpn_loc": 0.03312060050666332, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2852996015003555, "total_loss": 0.3405279042199254} +{"data_time": 0.003598643499572063, "eta_seconds": 14670.87517131943, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0843743151435459, "fast_rcnn/fg_cls_accuracy": 0.9039617823902479, "iteration": 8779, "loss_box_reg": 0.13733310252428055, "loss_cls": 0.08989791199564934, "loss_rpn_cls": 0.013639600947499275, "loss_rpn_loc": 0.03585597686469555, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2895901530005176, "total_loss": 0.30572809372097254} +{"data_time": 0.0036077690001548035, "eta_seconds": 14664.533427194692, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.13152482912961955, "fast_rcnn/fg_cls_accuracy": 0.844311377245509, "iteration": 8799, "loss_box_reg": 0.13112220168113708, "loss_cls": 0.1223076693713665, "loss_rpn_cls": 0.014868924859911203, "loss_rpn_loc": 0.04471154697239399, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2827505720001682, "total_loss": 0.30957749439403415} +{"data_time": 0.003512975000376173, "eta_seconds": 14661.761148283449, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.11133800670527279, "fast_rcnn/fg_cls_accuracy": 0.8652431890356009, "iteration": 8819, "loss_box_reg": 0.15118753910064697, "loss_cls": 0.09795904159545898, "loss_rpn_cls": 0.016886587254703045, "loss_rpn_loc": 0.03593450412154198, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2847919574996922, "total_loss": 0.3365354430861771} +{"data_time": 0.0036224245004632394, "eta_seconds": 14657.550446664427, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.09778858911985847, "fast_rcnn/fg_cls_accuracy": 0.9022114108801416, "iteration": 8839, "loss_box_reg": 0.13627351820468903, "loss_cls": 0.07185293361544609, "loss_rpn_cls": 0.01762484945356846, "loss_rpn_loc": 0.05969426408410072, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2868875454996669, "total_loss": 0.3049492621794343} +{"data_time": 0.003760721000162448, "eta_seconds": 14653.011951955914, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09333722542508939, "fast_rcnn/fg_cls_accuracy": 0.8730814435840708, "iteration": 8859, "loss_box_reg": 0.16611605882644653, "loss_cls": 0.10336213186383247, "loss_rpn_cls": 0.013275772333145142, "loss_rpn_loc": 0.030372019857168198, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28405470799953036, "total_loss": 0.32819406501948833} +{"data_time": 0.003817449000052875, "eta_seconds": 14648.552809210123, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09611131364685867, "fast_rcnn/fg_cls_accuracy": 0.885968660968661, "iteration": 8879, "loss_box_reg": 0.14030952751636505, "loss_cls": 0.08306137472391129, "loss_rpn_cls": 0.01371505530551076, "loss_rpn_loc": 0.04668914154171944, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2875401065002734, "total_loss": 0.2893052394501865} +{"data_time": 0.0037799520000589837, "eta_seconds": 14649.951056659347, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.1116143257255229, "fast_rcnn/fg_cls_accuracy": 0.8849656357388316, "iteration": 8899, "loss_box_reg": 0.13588448613882065, "loss_cls": 0.11074930801987648, "loss_rpn_cls": 0.012347691226750612, "loss_rpn_loc": 0.046263111755251884, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2870074420002311, "total_loss": 0.3150681992992759} +{"data_time": 0.003554126499693666, "eta_seconds": 14641.57395830418, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.1007847946045371, "fast_rcnn/fg_cls_accuracy": 0.8847252674240914, "iteration": 8919, "loss_box_reg": 0.14486785978078842, "loss_cls": 0.09459434822201729, "loss_rpn_cls": 0.015082643833011389, "loss_rpn_loc": 0.030209867283701897, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2842785740003819, "total_loss": 0.33059125393629074} +{"data_time": 0.0036535814997478155, "eta_seconds": 14639.469914851898, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08684607446217353, "fast_rcnn/fg_cls_accuracy": 0.8993485911644479, "iteration": 8939, "loss_box_reg": 0.13718286156654358, "loss_cls": 0.0887252613902092, "loss_rpn_cls": 0.01423715054988861, "loss_rpn_loc": 0.03505537286400795, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2865215085003001, "total_loss": 0.3038587002083659} +{"data_time": 0.0036023785005454556, "eta_seconds": 14634.13306430899, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.12743241235888295, "fast_rcnn/fg_cls_accuracy": 0.8567116477272727, "iteration": 8959, "loss_box_reg": 0.12729443609714508, "loss_cls": 0.08408619835972786, "loss_rpn_cls": 0.01628197729587555, "loss_rpn_loc": 0.03836218640208244, "lr": 0.00025, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28506453550016886, "total_loss": 0.287413215264678} +{"data_time": 0.003640600500148139, "eta_seconds": 14624.997514374272, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.1119725242761892, "fast_rcnn/fg_cls_accuracy": 0.8532136752136752, "iteration": 8979, "loss_box_reg": 0.13723503798246384, "loss_cls": 0.108796376734972, "loss_rpn_cls": 0.022422640584409237, "loss_rpn_loc": 0.041844917461276054, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28456626750039504, "total_loss": 0.33969045523554087} +{"data_time": 0.003695628499826853, "eta_seconds": 14619.264469484278, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08728212605209093, "fast_rcnn/fg_cls_accuracy": 0.8989469205403681, "iteration": 8999, "loss_box_reg": 0.13795575499534607, "loss_cls": 0.08854812383651733, "loss_rpn_cls": 0.014593549072742462, "loss_rpn_loc": 0.04632980190217495, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2860352815000624, "total_loss": 0.2917239214293659} +{"data_time": 0.003733054499662103, "eta_seconds": 14610.463320746076, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08515952304221722, "fast_rcnn/fg_cls_accuracy": 0.8997475561284778, "iteration": 9019, "loss_box_reg": 0.11844909191131592, "loss_cls": 0.0931796282529831, "loss_rpn_cls": 0.016583411023020744, "loss_rpn_loc": 0.025300608947873116, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2852084969999851, "total_loss": 0.2806881577707827} +{"data_time": 0.003802048000125069, "eta_seconds": 14604.099040451874, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.10596955128205128, "fast_rcnn/fg_cls_accuracy": 0.868862425347781, "iteration": 9039, "loss_box_reg": 0.1454620659351349, "loss_cls": 0.11410157009959221, "loss_rpn_cls": 0.012318870052695274, "loss_rpn_loc": 0.03580386005342007, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.28323389449997194, "total_loss": 0.3137495731934905} +{"data_time": 0.003744539999843255, "eta_seconds": 14602.065334814297, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.10316424935410431, "fast_rcnn/fg_cls_accuracy": 0.855445218373494, "iteration": 9059, "loss_box_reg": 0.1494208723306656, "loss_cls": 0.10650129988789558, "loss_rpn_cls": 0.014972567558288574, "loss_rpn_loc": 0.04918413423001766, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.2856813889998193, "total_loss": 0.35041100811213255} +{"data_time": 0.0037119139997230377, "eta_seconds": 14589.43438666025, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.11366758241758242, "fast_rcnn/fg_cls_accuracy": 0.8577749055478227, "iteration": 9079, "loss_box_reg": 0.15417779982089996, "loss_cls": 0.11660413444042206, "loss_rpn_cls": 0.017088900320231915, "loss_rpn_loc": 0.032397959381341934, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28488037200031613, "total_loss": 0.31875187321566045} +{"data_time": 0.003717549499924644, "eta_seconds": 14579.57331250991, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.11262671437090041, "fast_rcnn/fg_cls_accuracy": 0.8532676672920575, "iteration": 9099, "loss_box_reg": 0.1516340970993042, "loss_cls": 0.10268688574433327, "loss_rpn_cls": 0.014040914364159107, "loss_rpn_loc": 0.04082130827009678, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.283449174999987, "total_loss": 0.3300442327745259} +{"data_time": 0.0036368349997246696, "eta_seconds": 14570.92927775826, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08219589020548973, "fast_rcnn/fg_cls_accuracy": 0.8983712923728814, "iteration": 9119, "loss_box_reg": 0.1634332835674286, "loss_cls": 0.09267226234078407, "loss_rpn_cls": 0.012366202659904957, "loss_rpn_loc": 0.03159655351191759, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28385993400024745, "total_loss": 0.30685160704888403} +{"data_time": 0.0036552809997374425, "eta_seconds": 14563.237167423185, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.10189606351673977, "fast_rcnn/fg_cls_accuracy": 0.8777047694573468, "iteration": 9139, "loss_box_reg": 0.14638825505971909, "loss_cls": 0.10777250304818153, "loss_rpn_cls": 0.016477860510349274, "loss_rpn_loc": 0.05416347272694111, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28495237049992284, "total_loss": 0.33187627978622913} +{"data_time": 0.003688538000005792, "eta_seconds": 14553.174789058048, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.10753931544865865, "fast_rcnn/fg_cls_accuracy": 0.8792580773833267, "iteration": 9159, "loss_box_reg": 0.1209261529147625, "loss_cls": 0.07951093092560768, "loss_rpn_cls": 0.019593521021306515, "loss_rpn_loc": 0.05550908483564854, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2848178595004356, "total_loss": 0.26125902822241187} +{"data_time": 0.003611874500165868, "eta_seconds": 14547.449700628049, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.12869378001750775, "fast_rcnn/fg_cls_accuracy": 0.8555837283651195, "iteration": 9179, "loss_box_reg": 0.15003792941570282, "loss_cls": 0.12116699293255806, "loss_rpn_cls": 0.013813907746225595, "loss_rpn_loc": 0.031847987323999405, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2853202324999984, "total_loss": 0.3194130780175328} +{"data_time": 0.0037624714996127295, "eta_seconds": 14540.871629386129, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.10912698412698413, "fast_rcnn/fg_cls_accuracy": 0.8825268817204301, "iteration": 9199, "loss_box_reg": 0.14495469629764557, "loss_cls": 0.1169578768312931, "loss_rpn_cls": 0.016343641094863415, "loss_rpn_loc": 0.03092910535633564, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28289404950010066, "total_loss": 0.3314295196905732} +{"data_time": 0.003686162999656517, "eta_seconds": 14532.880463837882, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10107816711590296, "fast_rcnn/fg_cls_accuracy": 0.8753698224852071, "iteration": 9219, "loss_box_reg": 0.14850116521120071, "loss_cls": 0.09997183829545975, "loss_rpn_cls": 0.013125233352184296, "loss_rpn_loc": 0.04148726910352707, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.283034340499853, "total_loss": 0.32842627773061395} +{"data_time": 0.0037148890000935353, "eta_seconds": 14521.038221856015, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.10376823912735514, "fast_rcnn/fg_cls_accuracy": 0.8702737603305786, "iteration": 9239, "loss_box_reg": 0.1512162685394287, "loss_cls": 0.08176036551594734, "loss_rpn_cls": 0.016569667495787144, "loss_rpn_loc": 0.03795037791132927, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.283299143000022, "total_loss": 0.30669488850980997} +{"data_time": 0.0036439105001591088, "eta_seconds": 14514.673110337753, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09707977207977209, "fast_rcnn/fg_cls_accuracy": 0.8977920227920229, "iteration": 9259, "loss_box_reg": 0.13411321491003036, "loss_cls": 0.11258648708462715, "loss_rpn_cls": 0.013078432995826006, "loss_rpn_loc": 0.04639152064919472, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2862592064998353, "total_loss": 0.28001244366168976} +{"data_time": 0.0036879825001960853, "eta_seconds": 14508.951914787758, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.10650444916922593, "fast_rcnn/fg_cls_accuracy": 0.8860347048571645, "iteration": 9279, "loss_box_reg": 0.11680087447166443, "loss_cls": 0.0805010199546814, "loss_rpn_cls": 0.015791743993759155, "loss_rpn_loc": 0.03337268531322479, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28548832099977517, "total_loss": 0.28244169196113944} +{"data_time": 0.0035676674997375812, "eta_seconds": 14499.725143798605, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.09658504081292688, "fast_rcnn/fg_cls_accuracy": 0.8762905529483779, "iteration": 9299, "loss_box_reg": 0.11655491963028908, "loss_cls": 0.0816558226943016, "loss_rpn_cls": 0.013404878787696362, "loss_rpn_loc": 0.04055793024599552, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2858182004997616, "total_loss": 0.24073296133428812} +{"data_time": 0.003691963000164833, "eta_seconds": 14492.167851690883, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08195600268898212, "fast_rcnn/fg_cls_accuracy": 0.8654384830855419, "iteration": 9319, "loss_box_reg": 0.14124362170696259, "loss_cls": 0.08761780336499214, "loss_rpn_cls": 0.011681258212774992, "loss_rpn_loc": 0.0278455950319767, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.28479194300007293, "total_loss": 0.28608054597862065} +{"data_time": 0.003610713999478321, "eta_seconds": 14483.476136674462, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.10606389915235818, "fast_rcnn/fg_cls_accuracy": 0.8755954048753152, "iteration": 9339, "loss_box_reg": 0.13492045551538467, "loss_cls": 0.08356883749365807, "loss_rpn_cls": 0.0086995551828295, "loss_rpn_loc": 0.021033722907304764, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.28340349799964315, "total_loss": 0.24688007635995746} +{"data_time": 0.0036683570001514454, "eta_seconds": 14474.690805956598, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.13359559402045634, "fast_rcnn/fg_cls_accuracy": 0.8311709791237871, "iteration": 9359, "loss_box_reg": 0.16798369586467743, "loss_cls": 0.15561653673648834, "loss_rpn_cls": 0.02073974534869194, "loss_rpn_loc": 0.05976688675582409, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.28529033150016403, "total_loss": 0.4195006580557674} +{"data_time": 0.003673791999972309, "eta_seconds": 14463.782010010991, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08759947593167702, "fast_rcnn/fg_cls_accuracy": 0.8925177190721649, "iteration": 9379, "loss_box_reg": 0.12725947052240372, "loss_cls": 0.0956333540380001, "loss_rpn_cls": 0.01964960340410471, "loss_rpn_loc": 0.03377475030720234, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28507249099993714, "total_loss": 0.3059345385991037} +{"data_time": 0.0036897979998684605, "eta_seconds": 14451.52472830323, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08600005019702331, "fast_rcnn/fg_cls_accuracy": 0.8840885142255005, "iteration": 9399, "loss_box_reg": 0.12731888890266418, "loss_cls": 0.09770471975207329, "loss_rpn_cls": 0.013299975544214249, "loss_rpn_loc": 0.03476129472255707, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28522811799984993, "total_loss": 0.28028710233047605} +{"data_time": 0.0037901725004303444, "eta_seconds": 14444.232493402342, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.12375992063492064, "fast_rcnn/fg_cls_accuracy": 0.8629201680672269, "iteration": 9419, "loss_box_reg": 0.15214111655950546, "loss_cls": 0.10182027891278267, "loss_rpn_cls": 0.01719757914543152, "loss_rpn_loc": 0.04338719695806503, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.2830307705003179, "total_loss": 0.3036876688711345} +{"data_time": 0.003810638499999186, "eta_seconds": 14438.402489901637, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.07469784738611171, "fast_rcnn/fg_cls_accuracy": 0.8969482529854047, "iteration": 9439, "loss_box_reg": 0.14959906041622162, "loss_cls": 0.11508761718869209, "loss_rpn_cls": 0.016618219204246998, "loss_rpn_loc": 0.032560454681515694, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2857362570002806, "total_loss": 0.33397635724395514} +{"data_time": 0.0036175639997964026, "eta_seconds": 14432.305956458167, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06562166132478633, "fast_rcnn/fg_cls_accuracy": 0.9128605769230769, "iteration": 9459, "loss_box_reg": 0.126259945333004, "loss_cls": 0.08995211496949196, "loss_rpn_cls": 0.017060578800737858, "loss_rpn_loc": 0.03459391929209232, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2863854424999772, "total_loss": 0.2811858393251896} +{"data_time": 0.00346501249987341, "eta_seconds": 14420.486847491866, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.10929577464788731, "fast_rcnn/fg_cls_accuracy": 0.8606529706790124, "iteration": 9479, "loss_box_reg": 0.15871073305606842, "loss_cls": 0.11665503680706024, "loss_rpn_cls": 0.013017555698752403, "loss_rpn_loc": 0.055822113528847694, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 189.5, "rpn/num_pos_anchors": 66.5, "time": 0.2841090604997589, "total_loss": 0.3667947994545102} +{"data_time": 0.004008997999790154, "eta_seconds": 14414.778024511861, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.0917960088691796, "fast_rcnn/fg_cls_accuracy": 0.8977911646586345, "iteration": 9499, "loss_box_reg": 0.1318492740392685, "loss_cls": 0.09160023182630539, "loss_rpn_cls": 0.016633023973554373, "loss_rpn_loc": 0.06955676153302193, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 192.5, "rpn/num_pos_anchors": 63.5, "time": 0.2864793069998086, "total_loss": 0.323864059522748} +{"data_time": 0.0036767265000889893, "eta_seconds": 14409.673219977267, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.08527735562310029, "fast_rcnn/fg_cls_accuracy": 0.9013645552560647, "iteration": 9519, "loss_box_reg": 0.14052239805459976, "loss_cls": 0.11381618306040764, "loss_rpn_cls": 0.013080515898764133, "loss_rpn_loc": 0.025422225706279278, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28627511649983717, "total_loss": 0.3100922261364758} +{"data_time": 0.0035739380000450183, "eta_seconds": 14403.023028221278, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.105307881773399, "fast_rcnn/fg_cls_accuracy": 0.8824262567511425, "iteration": 9539, "loss_box_reg": 0.12442295998334885, "loss_cls": 0.08873261883854866, "loss_rpn_cls": 0.017607723362743855, "loss_rpn_loc": 0.04271280579268932, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2841620035001142, "total_loss": 0.2732219034805894} +{"data_time": 0.0036507714999061136, "eta_seconds": 14398.561770611159, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.11731363792511165, "fast_rcnn/fg_cls_accuracy": 0.8638296424805252, "iteration": 9559, "loss_box_reg": 0.15204501152038574, "loss_cls": 0.1179896853864193, "loss_rpn_cls": 0.014197204262018204, "loss_rpn_loc": 0.0438216682523489, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28495276500007094, "total_loss": 0.3216692516580224} +{"data_time": 0.003717669500019838, "eta_seconds": 14390.107066422961, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06316837524891217, "fast_rcnn/fg_cls_accuracy": 0.9156813479160508, "iteration": 9579, "loss_box_reg": 0.12450617924332619, "loss_cls": 0.06425222009420395, "loss_rpn_cls": 0.018220163881778717, "loss_rpn_loc": 0.0320804612711072, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.2848345400002472, "total_loss": 0.2516787336207926} +{"data_time": 0.00361896899948988, "eta_seconds": 14383.570622409388, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.11537922578385007, "fast_rcnn/fg_cls_accuracy": 0.8673981191222571, "iteration": 9599, "loss_box_reg": 0.11950499564409256, "loss_cls": 0.08213699981570244, "loss_rpn_cls": 0.014820726122707129, "loss_rpn_loc": 0.05481575429439545, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2843732579999596, "total_loss": 0.2934033051133156} +{"data_time": 0.00359230350022699, "eta_seconds": 14376.061443820236, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.11101848495831823, "fast_rcnn/fg_cls_accuracy": 0.8611997100398695, "iteration": 9619, "loss_box_reg": 0.13719840347766876, "loss_cls": 0.09793008491396904, "loss_rpn_cls": 0.01661931723356247, "loss_rpn_loc": 0.02426471933722496, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.284202594999897, "total_loss": 0.30869460850954056} +{"data_time": 0.0036679415002254245, "eta_seconds": 14368.750074283944, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08860349665443557, "fast_rcnn/fg_cls_accuracy": 0.8870602201597237, "iteration": 9639, "loss_box_reg": 0.13739629834890366, "loss_cls": 0.0939607135951519, "loss_rpn_cls": 0.011094498448073864, "loss_rpn_loc": 0.05698799528181553, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2873780334998628, "total_loss": 0.2733471430838108} +{"data_time": 0.003788982499827398, "eta_seconds": 14363.04366043395, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.10952524038461539, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 9659, "loss_box_reg": 0.11683081835508347, "loss_cls": 0.09761753678321838, "loss_rpn_cls": 0.012635359540581703, "loss_rpn_loc": 0.02568258997052908, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2874566129999039, "total_loss": 0.2879975060932338} +{"data_time": 0.0037262739997458993, "eta_seconds": 14356.088983535737, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.09956486888812549, "fast_rcnn/fg_cls_accuracy": 0.8819657072872015, "iteration": 9679, "loss_box_reg": 0.142296202480793, "loss_cls": 0.11051148176193237, "loss_rpn_cls": 0.013832610566169024, "loss_rpn_loc": 0.041030509397387505, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28829403749978155, "total_loss": 0.3247165339998901} +{"data_time": 0.0037991630001670273, "eta_seconds": 14347.720586214882, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07910322904467124, "fast_rcnn/fg_cls_accuracy": 0.8849382716049383, "iteration": 9699, "loss_box_reg": 0.15606887638568878, "loss_cls": 0.10939395427703857, "loss_rpn_cls": 0.0111714000813663, "loss_rpn_loc": 0.03048808127641678, "lr": 0.00025, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.285581709500093, "total_loss": 0.3041560997371562} +{"data_time": 0.003820924000137893, "eta_seconds": 14343.456550782612, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.12158167036215817, "fast_rcnn/fg_cls_accuracy": 0.8270001603334937, "iteration": 9719, "loss_box_reg": 0.1329025849699974, "loss_cls": 0.11159046739339828, "loss_rpn_cls": 0.01615178305655718, "loss_rpn_loc": 0.04489705339074135, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2866585854999357, "total_loss": 0.3266750266775489} +{"data_time": 0.003580132500246691, "eta_seconds": 14333.101314693758, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.1069952305246423, "fast_rcnn/fg_cls_accuracy": 0.8672312904219279, "iteration": 9739, "loss_box_reg": 0.13038116693496704, "loss_cls": 0.08840316161513329, "loss_rpn_cls": 0.008646269794553518, "loss_rpn_loc": 0.042125826701521873, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2812580424997577, "total_loss": 0.24763418990187347} +{"data_time": 0.003638885500095057, "eta_seconds": 14328.905811980658, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09548975840336135, "fast_rcnn/fg_cls_accuracy": 0.8874491325765689, "iteration": 9759, "loss_box_reg": 0.14992190152406693, "loss_cls": 0.10609747096896172, "loss_rpn_cls": 0.013333242386579514, "loss_rpn_loc": 0.053598593920469284, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.28775222150034097, "total_loss": 0.3204814796335995} +{"data_time": 0.003687587499825895, "eta_seconds": 14321.694150893763, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.08522227112676056, "fast_rcnn/fg_cls_accuracy": 0.8811572356215214, "iteration": 9779, "loss_box_reg": 0.15531738102436066, "loss_cls": 0.1195860505104065, "loss_rpn_cls": 0.013162374962121248, "loss_rpn_loc": 0.03460804931819439, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2850211985005444, "total_loss": 0.33730651810765266} +{"data_time": 0.0035507960001268657, "eta_seconds": 14319.196290814853, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.11183607104144083, "fast_rcnn/fg_cls_accuracy": 0.875060548325637, "iteration": 9799, "loss_box_reg": 0.16223513334989548, "loss_cls": 0.09845662862062454, "loss_rpn_cls": 0.01310379896312952, "loss_rpn_loc": 0.0498795323073864, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 191.0, "rpn/num_pos_anchors": 65.0, "time": 0.28764757599992663, "total_loss": 0.3451401852071285} +{"data_time": 0.0037590960000670748, "eta_seconds": 14313.491431734847, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.11515425865310955, "fast_rcnn/fg_cls_accuracy": 0.878961530795296, "iteration": 9819, "loss_box_reg": 0.14335747808218002, "loss_cls": 0.10519983246922493, "loss_rpn_cls": 0.015556414145976305, "loss_rpn_loc": 0.033983077853918076, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2848523005000061, "total_loss": 0.30171102099120617} +{"data_time": 0.0038841070004309586, "eta_seconds": 14308.52946733652, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.12608381502890173, "fast_rcnn/fg_cls_accuracy": 0.8643151470087059, "iteration": 9839, "loss_box_reg": 0.1583627387881279, "loss_cls": 0.11955052614212036, "loss_rpn_cls": 0.0158728645183146, "loss_rpn_loc": 0.03117703925818205, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.28743936699993355, "total_loss": 0.35458258632570505} +{"data_time": 0.0036319645000730816, "eta_seconds": 14304.735724055681, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.1273947528981086, "fast_rcnn/fg_cls_accuracy": 0.8476142318654041, "iteration": 9859, "loss_box_reg": 0.12442866712808609, "loss_cls": 0.09531329572200775, "loss_rpn_cls": 0.01701715961098671, "loss_rpn_loc": 0.05237395130097866, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.28640869799983193, "total_loss": 0.3121328928973526} +{"data_time": 0.003834574499705923, "eta_seconds": 14297.91809458904, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07735107095046855, "fast_rcnn/fg_cls_accuracy": 0.9019971511662412, "iteration": 9879, "loss_box_reg": 0.12422835826873779, "loss_cls": 0.0901334173977375, "loss_rpn_cls": 0.014824172016233206, "loss_rpn_loc": 0.03635941073298454, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2870804449999014, "total_loss": 0.2880449495278299} +{"data_time": 0.0035572065003179887, "eta_seconds": 14290.197022364237, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0939239332096475, "fast_rcnn/fg_cls_accuracy": 0.9010718966485677, "iteration": 9899, "loss_box_reg": 0.13059937953948975, "loss_cls": 0.07295960187911987, "loss_rpn_cls": 0.013763041701167822, "loss_rpn_loc": 0.033290497958660126, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28501427300034265, "total_loss": 0.2933958090143278} +{"data_time": 0.0035986984998999105, "eta_seconds": 14285.708846176494, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.12375039461222773, "fast_rcnn/fg_cls_accuracy": 0.865013485166317, "iteration": 9919, "loss_box_reg": 0.1811240091919899, "loss_cls": 0.12200077250599861, "loss_rpn_cls": 0.017054008319973946, "loss_rpn_loc": 0.049095481634140015, "lr": 0.00025, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.28359788750003645, "total_loss": 0.3596776113845408} +{"data_time": 0.0038170140001057007, "eta_seconds": 14281.912053175656, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10589237618864399, "fast_rcnn/fg_cls_accuracy": 0.8898136645962733, "iteration": 9939, "loss_box_reg": 0.13880685716867447, "loss_cls": 0.09973140433430672, "loss_rpn_cls": 0.013020108919590712, "loss_rpn_loc": 0.041327325627207756, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2872231464998549, "total_loss": 0.29166345996782184} +{"data_time": 0.0036061440000594303, "eta_seconds": 14280.408694813505, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.12936507936507935, "fast_rcnn/fg_cls_accuracy": 0.8477221782700421, "iteration": 9959, "loss_box_reg": 0.172324076294899, "loss_cls": 0.12302536517381668, "loss_rpn_cls": 0.010176318697631359, "loss_rpn_loc": 0.053121285513043404, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 190.25, "rpn/num_pos_anchors": 65.75, "time": 0.2872476274997098, "total_loss": 0.3636796656064689} +{"data_time": 0.0037521404997278296, "eta_seconds": 14274.84470481606, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.09559018274918336, "fast_rcnn/fg_cls_accuracy": 0.8861453425154041, "iteration": 9979, "loss_box_reg": 0.1348699927330017, "loss_cls": 0.09215104952454567, "loss_rpn_cls": 0.01085033779963851, "loss_rpn_loc": 0.03772331215441227, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2855883949996496, "total_loss": 0.2804849105887115} +{"data_time": 0.0036946924997209862, "eta_seconds": 14268.993500013494, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08775972504296203, "fast_rcnn/fg_cls_accuracy": 0.8896592244418331, "iteration": 9999, "loss_box_reg": 0.123101606965065, "loss_cls": 0.08935049176216125, "loss_rpn_cls": 0.011138238478451967, "loss_rpn_loc": 0.03803306072950363, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2852842955003325, "total_loss": 0.25847805570811033} +{"data_time": 0.003612003999933222, "eta_seconds": 14263.285902613488, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09788359788359788, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 10019, "loss_box_reg": 0.13935567438602448, "loss_cls": 0.09758037701249123, "loss_rpn_cls": 0.013165648095309734, "loss_rpn_loc": 0.04119653068482876, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2864189140000235, "total_loss": 0.29986819764599204} +{"data_time": 0.003731539500222425, "eta_seconds": 14258.26680396247, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.10349331120007813, "fast_rcnn/fg_cls_accuracy": 0.8575530586766542, "iteration": 10039, "loss_box_reg": 0.1187451183795929, "loss_cls": 0.09859435632824898, "loss_rpn_cls": 0.022359412163496017, "loss_rpn_loc": 0.03615487739443779, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2861321059999682, "total_loss": 0.33040243946015835} +{"data_time": 0.0036695964995487884, "eta_seconds": 14254.597107201162, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.10536595394736842, "fast_rcnn/fg_cls_accuracy": 0.8872618140243902, "iteration": 10059, "loss_box_reg": 0.12404313683509827, "loss_cls": 0.07284341380000114, "loss_rpn_cls": 0.016226896084845066, "loss_rpn_loc": 0.032334113493561745, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.28661256299983506, "total_loss": 0.23820103192701936} +{"data_time": 0.003701508499943884, "eta_seconds": 14250.810138245579, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08522313849138977, "fast_rcnn/fg_cls_accuracy": 0.8978556940017386, "iteration": 10079, "loss_box_reg": 0.1392943412065506, "loss_cls": 0.07704141363501549, "loss_rpn_cls": 0.008527775295078754, "loss_rpn_loc": 0.02992335334420204, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2861069095001767, "total_loss": 0.2795206964947283} +{"data_time": 0.0036771324998881028, "eta_seconds": 14246.680587909987, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.11721768999570631, "fast_rcnn/fg_cls_accuracy": 0.8701907790143084, "iteration": 10099, "loss_box_reg": 0.15213243663311005, "loss_cls": 0.12080896273255348, "loss_rpn_cls": 0.014203710481524467, "loss_rpn_loc": 0.060052402317523956, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2863897220004219, "total_loss": 0.358686467865482} +{"data_time": 0.003671742500500841, "eta_seconds": 14244.824174416772, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0947218448067633, "fast_rcnn/fg_cls_accuracy": 0.8881064162754304, "iteration": 10119, "loss_box_reg": 0.14036372303962708, "loss_cls": 0.09699921682476997, "loss_rpn_cls": 0.014822512865066528, "loss_rpn_loc": 0.055197037756443024, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28783104000012827, "total_loss": 0.3191911999601871} +{"data_time": 0.0037118934997124597, "eta_seconds": 14241.236896876435, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08094519859225742, "fast_rcnn/fg_cls_accuracy": 0.8961481481481481, "iteration": 10139, "loss_box_reg": 0.11561155691742897, "loss_cls": 0.08881692588329315, "loss_rpn_cls": 0.01373082771897316, "loss_rpn_loc": 0.04824349656701088, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.29074734150026416, "total_loss": 0.2517173052765429} +{"data_time": 0.0037373145005403785, "eta_seconds": 14235.90396369811, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1257282838983051, "fast_rcnn/fg_cls_accuracy": 0.8566757707862808, "iteration": 10159, "loss_box_reg": 0.157305009663105, "loss_cls": 0.1382608860731125, "loss_rpn_cls": 0.015601212158799171, "loss_rpn_loc": 0.04202931001782417, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2850290589999531, "total_loss": 0.34545338002499193} +{"data_time": 0.0038131824999254604, "eta_seconds": 14229.444470006929, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.11046885035324341, "fast_rcnn/fg_cls_accuracy": 0.8724162877221993, "iteration": 10179, "loss_box_reg": 0.15165961533784866, "loss_cls": 0.09925300255417824, "loss_rpn_cls": 0.014545691199600697, "loss_rpn_loc": 0.04543353244662285, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2826370120001229, "total_loss": 0.31167868594639003} +{"data_time": 0.00366373700035183, "eta_seconds": 14224.099427686451, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09097450657894737, "fast_rcnn/fg_cls_accuracy": 0.8850152725563909, "iteration": 10199, "loss_box_reg": 0.1282849833369255, "loss_cls": 0.09605004638433456, "loss_rpn_cls": 0.010148197412490845, "loss_rpn_loc": 0.035268036648631096, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28460371400024087, "total_loss": 0.2975797656690702} +{"data_time": 0.0037202290000095672, "eta_seconds": 14219.714022999779, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.07135584591888681, "fast_rcnn/fg_cls_accuracy": 0.9077354753521127, "iteration": 10219, "loss_box_reg": 0.15392738580703735, "loss_cls": 0.09587902203202248, "loss_rpn_cls": 0.008490745443850756, "loss_rpn_loc": 0.03545080125331879, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2844113749997632, "total_loss": 0.3088467475026846} +{"data_time": 0.0036446459994294855, "eta_seconds": 14214.001000089775, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09661955277889463, "fast_rcnn/fg_cls_accuracy": 0.8836532594921856, "iteration": 10239, "loss_box_reg": 0.1528652086853981, "loss_cls": 0.09839682653546333, "loss_rpn_cls": 0.010195071808993816, "loss_rpn_loc": 0.04088721051812172, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2835322390001238, "total_loss": 0.3106573596596718} +{"data_time": 0.0036958129994673072, "eta_seconds": 14207.340753498074, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.08844097079391197, "fast_rcnn/fg_cls_accuracy": 0.8780930607853685, "iteration": 10259, "loss_box_reg": 0.11624891310930252, "loss_cls": 0.09109450504183769, "loss_rpn_cls": 0.009937795344740152, "loss_rpn_loc": 0.034562818706035614, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28488398750005217, "total_loss": 0.2760031805373728} +{"data_time": 0.0035676620000231196, "eta_seconds": 14201.91564222967, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.1303827751196172, "fast_rcnn/fg_cls_accuracy": 0.8599248120300752, "iteration": 10279, "loss_box_reg": 0.1667831763625145, "loss_cls": 0.10432484745979309, "loss_rpn_cls": 0.010751258116215467, "loss_rpn_loc": 0.041590867564082146, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28644423999958235, "total_loss": 0.34170940052717924} +{"data_time": 0.0036082590004298254, "eta_seconds": 14198.089720170947, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.12129453855140188, "fast_rcnn/fg_cls_accuracy": 0.8492506377551021, "iteration": 10299, "loss_box_reg": 0.14367209374904633, "loss_cls": 0.12338350713253021, "loss_rpn_cls": 0.017977895215153694, "loss_rpn_loc": 0.04324365220963955, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28826478999963, "total_loss": 0.32126857014372945} +{"data_time": 0.003488998000193533, "eta_seconds": 14190.490126829645, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0863917525773196, "fast_rcnn/fg_cls_accuracy": 0.888312693498452, "iteration": 10319, "loss_box_reg": 0.11643745005130768, "loss_cls": 0.10582937300205231, "loss_rpn_cls": 0.011672705877572298, "loss_rpn_loc": 0.03498009778559208, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.28220839750019877, "total_loss": 0.29630180611275136} +{"data_time": 0.0036816130000261182, "eta_seconds": 14190.073210804048, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.10515791632485644, "fast_rcnn/fg_cls_accuracy": 0.8512037726482998, "iteration": 10339, "loss_box_reg": 0.13697698712348938, "loss_cls": 0.10910109430551529, "loss_rpn_cls": 0.01832694187760353, "loss_rpn_loc": 0.06668924912810326, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2883188375003556, "total_loss": 0.30868342658504844} +{"data_time": 0.003991446999862092, "eta_seconds": 14186.700186563758, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08207842693236715, "fast_rcnn/fg_cls_accuracy": 0.8988725490196079, "iteration": 10359, "loss_box_reg": 0.15502138435840607, "loss_cls": 0.09072989597916603, "loss_rpn_cls": 0.009783638641238213, "loss_rpn_loc": 0.047301165759563446, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28786867700000585, "total_loss": 0.32042148150503635} +{"data_time": 0.003957360499953211, "eta_seconds": 14180.404046583162, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.11721686550089884, "fast_rcnn/fg_cls_accuracy": 0.8728005665413738, "iteration": 10379, "loss_box_reg": 0.16064777970314026, "loss_cls": 0.09857592359185219, "loss_rpn_cls": 0.010309683158993721, "loss_rpn_loc": 0.07849759608507156, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.28464576550004494, "total_loss": 0.3035098658874631} +{"data_time": 0.00378455199961536, "eta_seconds": 14177.397027992993, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08674733231707317, "fast_rcnn/fg_cls_accuracy": 0.8965320121951219, "iteration": 10399, "loss_box_reg": 0.1423884630203247, "loss_cls": 0.10434300824999809, "loss_rpn_cls": 0.01541780261322856, "loss_rpn_loc": 0.04178321547806263, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2872607785002401, "total_loss": 0.30800975067541003} +{"data_time": 0.003941503999612905, "eta_seconds": 14173.626871243714, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.08295148247978437, "fast_rcnn/fg_cls_accuracy": 0.9034833659491193, "iteration": 10419, "loss_box_reg": 0.15019983798265457, "loss_cls": 0.12915071472525597, "loss_rpn_cls": 0.010054545011371374, "loss_rpn_loc": 0.03928809426724911, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28861159200005204, "total_loss": 0.3676295189652592} +{"data_time": 0.0035575064994191052, "eta_seconds": 14165.963643292998, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.0857843137254902, "fast_rcnn/fg_cls_accuracy": 0.898981324278438, "iteration": 10439, "loss_box_reg": 0.13901686668395996, "loss_cls": 0.09746844694018364, "loss_rpn_cls": 0.008252461208030581, "loss_rpn_loc": 0.02980109117925167, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.28293195099968216, "total_loss": 0.29409203748218715} +{"data_time": 0.003565857000012329, "eta_seconds": 14161.599145225873, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.1135110294117647, "fast_rcnn/fg_cls_accuracy": 0.8657971398305084, "iteration": 10459, "loss_box_reg": 0.1481451839208603, "loss_cls": 0.10621000453829765, "loss_rpn_cls": 0.011293555609881878, "loss_rpn_loc": 0.052177030593156815, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28791033850029635, "total_loss": 0.3786792475730181} +{"data_time": 0.003906968000137567, "eta_seconds": 14161.677752573232, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.09082580321285141, "fast_rcnn/fg_cls_accuracy": 0.8718827405430103, "iteration": 10479, "loss_box_reg": 0.14133329689502716, "loss_cls": 0.08872763067483902, "loss_rpn_cls": 0.012447156012058258, "loss_rpn_loc": 0.03093036636710167, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2885008610001023, "total_loss": 0.27907922863960266} +{"data_time": 0.0037231490005069645, "eta_seconds": 14151.2762407433, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.12004434011476264, "fast_rcnn/fg_cls_accuracy": 0.8761565391347836, "iteration": 10499, "loss_box_reg": 0.11023654788732529, "loss_cls": 0.0949295125901699, "loss_rpn_cls": 0.014341349247843027, "loss_rpn_loc": 0.029799078591167927, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2840856194998196, "total_loss": 0.2377046118490398} +{"data_time": 0.0037932275004095573, "eta_seconds": 14153.115262692518, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.10276442307692307, "fast_rcnn/fg_cls_accuracy": 0.8727941176470588, "iteration": 10519, "loss_box_reg": 0.1415531486272812, "loss_cls": 0.09915484488010406, "loss_rpn_cls": 0.01394681353121996, "loss_rpn_loc": 0.04192841425538063, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2885693245002585, "total_loss": 0.3136536106467247} +{"data_time": 0.0037132890001885244, "eta_seconds": 14140.519012044033, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.12078438802576734, "fast_rcnn/fg_cls_accuracy": 0.8699129714048902, "iteration": 10539, "loss_box_reg": 0.1477186530828476, "loss_cls": 0.12102760374546051, "loss_rpn_cls": 0.014295524917542934, "loss_rpn_loc": 0.03922409936785698, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28437744399980147, "total_loss": 0.32805188512429595} +{"data_time": 0.003741044999969745, "eta_seconds": 14138.290426789099, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10542768489788357, "fast_rcnn/fg_cls_accuracy": 0.872795216741405, "iteration": 10559, "loss_box_reg": 0.15176881849765778, "loss_cls": 0.09674668684601784, "loss_rpn_cls": 0.009880955796688795, "loss_rpn_loc": 0.03391765430569649, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2863930230000733, "total_loss": 0.3226686059497297} +{"data_time": 0.003654660999927728, "eta_seconds": 14135.953037232503, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09464944077826316, "fast_rcnn/fg_cls_accuracy": 0.8944429448680749, "iteration": 10579, "loss_box_reg": 0.13615427166223526, "loss_cls": 0.09400857239961624, "loss_rpn_cls": 0.01328877592459321, "loss_rpn_loc": 0.025451572611927986, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2843221954994988, "total_loss": 0.2750086863525212} +{"data_time": 0.003686117499910324, "eta_seconds": 14133.155416899262, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09099264705882354, "fast_rcnn/fg_cls_accuracy": 0.8866583440721649, "iteration": 10599, "loss_box_reg": 0.1649496853351593, "loss_cls": 0.10025489702820778, "loss_rpn_cls": 0.009167727082967758, "loss_rpn_loc": 0.03680465556681156, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2881142834999082, "total_loss": 0.32948218716774136} +{"data_time": 0.003614119000303617, "eta_seconds": 14127.584372229203, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.12145089285714286, "fast_rcnn/fg_cls_accuracy": 0.8637202380952381, "iteration": 10619, "loss_box_reg": 0.11759918928146362, "loss_cls": 0.0770496316254139, "loss_rpn_cls": 0.009044610429555178, "loss_rpn_loc": 0.03769316151738167, "lr": 0.00025, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.28531001699957415, "total_loss": 0.26510013872757554} +{"data_time": 0.003720554000210541, "eta_seconds": 14119.610952832227, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.08370156814140217, "fast_rcnn/fg_cls_accuracy": 0.8714503525824281, "iteration": 10639, "loss_box_reg": 0.1321646124124527, "loss_cls": 0.10135262459516525, "loss_rpn_cls": 0.02187161333858967, "loss_rpn_loc": 0.052891310304403305, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28475663600011103, "total_loss": 0.30979655869305134} +{"data_time": 0.003830843999821809, "eta_seconds": 14113.457907015745, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.08868819911868675, "fast_rcnn/fg_cls_accuracy": 0.8915595794392523, "iteration": 10659, "loss_box_reg": 0.14136146008968353, "loss_cls": 0.10442153736948967, "loss_rpn_cls": 0.016924540512263775, "loss_rpn_loc": 0.03484809212386608, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2856336674999511, "total_loss": 0.3144727535545826} +{"data_time": 0.0036930530004610773, "eta_seconds": 14107.349328132477, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.069489604887181, "fast_rcnn/fg_cls_accuracy": 0.9172705314009661, "iteration": 10679, "loss_box_reg": 0.15301916003227234, "loss_cls": 0.08416817709803581, "loss_rpn_cls": 0.011152788531035185, "loss_rpn_loc": 0.03640156425535679, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2879877674999989, "total_loss": 0.2929138704203069} +{"data_time": 0.0036295949998930155, "eta_seconds": 14101.628586312472, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.08692479395604397, "fast_rcnn/fg_cls_accuracy": 0.8970209478021978, "iteration": 10699, "loss_box_reg": 0.14788395911455154, "loss_cls": 0.10851361230015755, "loss_rpn_cls": 0.008297305554151535, "loss_rpn_loc": 0.029480411671102047, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28602459600006114, "total_loss": 0.3187987138517201} +{"data_time": 0.0035530959999050538, "eta_seconds": 14089.057357734127, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.11272900561262311, "fast_rcnn/fg_cls_accuracy": 0.864364193850609, "iteration": 10719, "loss_box_reg": 0.14870169013738632, "loss_cls": 0.11615265160799026, "loss_rpn_cls": 0.014305966906249523, "loss_rpn_loc": 0.04831119813024998, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.28473865549995026, "total_loss": 0.36826268362347037} +{"data_time": 0.0037046584998279286, "eta_seconds": 14092.822857462561, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07578417602996254, "fast_rcnn/fg_cls_accuracy": 0.9190074906367041, "iteration": 10739, "loss_box_reg": 0.12215098738670349, "loss_cls": 0.07821759581565857, "loss_rpn_cls": 0.011881879065185785, "loss_rpn_loc": 0.045162592083215714, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2874066499998662, "total_loss": 0.2676138859242201} +{"data_time": 0.0035588314999586146, "eta_seconds": 14086.768453913155, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.0789561170212766, "fast_rcnn/fg_cls_accuracy": 0.8705061082024432, "iteration": 10759, "loss_box_reg": 0.14463065564632416, "loss_cls": 0.09047945588827133, "loss_rpn_cls": 0.01661978755146265, "loss_rpn_loc": 0.03239416144788265, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28634048999992956, "total_loss": 0.2904807557351887} +{"data_time": 0.003656216000308632, "eta_seconds": 14080.546185033627, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.09433628019975704, "fast_rcnn/fg_cls_accuracy": 0.8916892632032611, "iteration": 10779, "loss_box_reg": 0.14584091305732727, "loss_cls": 0.07474636659026146, "loss_rpn_cls": 0.012095363810658455, "loss_rpn_loc": 0.036346666514873505, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28362375750020874, "total_loss": 0.2875658920966089} +{"data_time": 0.003575912499854894, "eta_seconds": 14067.59344319671, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.11374109761206536, "fast_rcnn/fg_cls_accuracy": 0.8685775619369369, "iteration": 10799, "loss_box_reg": 0.17462849617004395, "loss_cls": 0.11641289293766022, "loss_rpn_cls": 0.012202555779367685, "loss_rpn_loc": 0.04854746721684933, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2840185919999385, "total_loss": 0.33134926529601216} +{"data_time": 0.003918102999705297, "eta_seconds": 14069.93560962259, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08222722159730034, "fast_rcnn/fg_cls_accuracy": 0.8945417789757413, "iteration": 10819, "loss_box_reg": 0.1344650760293007, "loss_cls": 0.0939321406185627, "loss_rpn_cls": 0.02205683384090662, "loss_rpn_loc": 0.04127895087003708, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2884095474996684, "total_loss": 0.3197068516165018} +{"data_time": 0.0038622459996986436, "eta_seconds": 14064.492313659266, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.13208781622564697, "fast_rcnn/fg_cls_accuracy": 0.8499198373284323, "iteration": 10839, "loss_box_reg": 0.17064977437257767, "loss_cls": 0.12609539180994034, "loss_rpn_cls": 0.016845152713358402, "loss_rpn_loc": 0.04249178059399128, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28677326549995996, "total_loss": 0.3569530751556158} +{"data_time": 0.0038744865000808204, "eta_seconds": 14058.491985702603, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.11060606060606061, "fast_rcnn/fg_cls_accuracy": 0.8698442760942761, "iteration": 10859, "loss_box_reg": 0.14207851886749268, "loss_cls": 0.10632653161883354, "loss_rpn_cls": 0.014667717274278402, "loss_rpn_loc": 0.031836772337555885, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28662828899996384, "total_loss": 0.3198527042986825} +{"data_time": 0.003935433999686211, "eta_seconds": 14052.43839269322, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06167588750576303, "fast_rcnn/fg_cls_accuracy": 0.9236490946812523, "iteration": 10879, "loss_box_reg": 0.11725995317101479, "loss_cls": 0.0736292265355587, "loss_rpn_cls": 0.009931229520589113, "loss_rpn_loc": 0.03956327959895134, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2865742560002218, "total_loss": 0.2775258421897888} +{"data_time": 0.003976361000241013, "eta_seconds": 14047.496693919538, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.11136194377210948, "fast_rcnn/fg_cls_accuracy": 0.8689398364485981, "iteration": 10899, "loss_box_reg": 0.14647486060857773, "loss_cls": 0.09245249629020691, "loss_rpn_cls": 0.010130282491445541, "loss_rpn_loc": 0.03680788725614548, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2877050345000498, "total_loss": 0.31627777870744467} +{"data_time": 0.003743450500223844, "eta_seconds": 14042.459659807155, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.08026222537207654, "fast_rcnn/fg_cls_accuracy": 0.9012833394227256, "iteration": 10919, "loss_box_reg": 0.11569927260279655, "loss_cls": 0.08341798558831215, "loss_rpn_cls": 0.013417196925729513, "loss_rpn_loc": 0.022987928241491318, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2865517059999547, "total_loss": 0.27495445334352553} +{"data_time": 0.003567956499864522, "eta_seconds": 14036.465348383772, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09991287818786632, "fast_rcnn/fg_cls_accuracy": 0.8752904425052925, "iteration": 10939, "loss_box_reg": 0.13464732468128204, "loss_cls": 0.0913526676595211, "loss_rpn_cls": 0.010988691356033087, "loss_rpn_loc": 0.029587654396891594, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2854947205000826, "total_loss": 0.2844493663869798} +{"data_time": 0.0036045235001438414, "eta_seconds": 14030.255433772763, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08720896220896221, "fast_rcnn/fg_cls_accuracy": 0.9029191529191529, "iteration": 10959, "loss_box_reg": 0.13127794116735458, "loss_cls": 0.08653047680854797, "loss_rpn_cls": 0.011978431604802608, "loss_rpn_loc": 0.033278399147093296, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2855363620001299, "total_loss": 0.3028341894969344} +{"data_time": 0.0035722019997592724, "eta_seconds": 14024.533469892758, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07684308663224326, "fast_rcnn/fg_cls_accuracy": 0.9140297276981644, "iteration": 10979, "loss_box_reg": 0.1266956478357315, "loss_cls": 0.08164234086871147, "loss_rpn_cls": 0.014390456955879927, "loss_rpn_loc": 0.03211091086268425, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2846540115001517, "total_loss": 0.2558387506287545} +{"data_time": 0.0037209195002105844, "eta_seconds": 14019.095215998277, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.12653962993648166, "fast_rcnn/fg_cls_accuracy": 0.8434195725534308, "iteration": 10999, "loss_box_reg": 0.1577661707997322, "loss_cls": 0.11024333536624908, "loss_rpn_cls": 0.015950315166264772, "loss_rpn_loc": 0.05283902958035469, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28542202800008454, "total_loss": 0.36259324522688985} +{"data_time": 0.0035594269998000527, "eta_seconds": 14012.994986229269, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.09678048780487805, "fast_rcnn/fg_cls_accuracy": 0.8902026243798395, "iteration": 11019, "loss_box_reg": 0.12904147058725357, "loss_cls": 0.08344580605626106, "loss_rpn_cls": 0.014651061035692692, "loss_rpn_loc": 0.034123824909329414, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28413321149992044, "total_loss": 0.31602708250284195} +{"data_time": 0.00376157599976068, "eta_seconds": 14006.664977733308, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.1116531165311653, "fast_rcnn/fg_cls_accuracy": 0.8686622320768662, "iteration": 11039, "loss_box_reg": 0.14157093316316605, "loss_cls": 0.08579711988568306, "loss_rpn_cls": 0.01649750955402851, "loss_rpn_loc": 0.036638157442212105, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.285866882999926, "total_loss": 0.31444981321692467} +{"data_time": 0.003634915499787894, "eta_seconds": 13991.180994383376, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.06564153439153439, "fast_rcnn/fg_cls_accuracy": 0.9119949084606218, "iteration": 11059, "loss_box_reg": 0.14997930824756622, "loss_cls": 0.0823371484875679, "loss_rpn_cls": 0.011501236818730831, "loss_rpn_loc": 0.030281975865364075, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28545381349977106, "total_loss": 0.30440836818888783} +{"data_time": 0.0034991329998774745, "eta_seconds": 13982.035580463835, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06790865384615385, "fast_rcnn/fg_cls_accuracy": 0.9164583333333334, "iteration": 11079, "loss_box_reg": 0.1272200495004654, "loss_cls": 0.06438077986240387, "loss_rpn_cls": 0.013338012620806694, "loss_rpn_loc": 0.03997081704437733, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2849284794997402, "total_loss": 0.2782055432908237} +{"data_time": 0.003867350999826158, "eta_seconds": 13978.327715250452, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.11103504928806134, "fast_rcnn/fg_cls_accuracy": 0.8822062084257206, "iteration": 11099, "loss_box_reg": 0.146360345184803, "loss_cls": 0.09733141586184502, "loss_rpn_cls": 0.01655844086781144, "loss_rpn_loc": 0.0428402666002512, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2890912795000986, "total_loss": 0.3138438491150737} +{"data_time": 0.0036878920000162907, "eta_seconds": 13970.04866035808, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.10124100574015685, "fast_rcnn/fg_cls_accuracy": 0.8720588235294118, "iteration": 11119, "loss_box_reg": 0.14906927198171616, "loss_cls": 0.10658834129571915, "loss_rpn_cls": 0.011001739650964737, "loss_rpn_loc": 0.03266610577702522, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28478629300025204, "total_loss": 0.321645752992481} +{"data_time": 0.0037297745002433658, "eta_seconds": 13960.888068876302, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.0857265061713308, "fast_rcnn/fg_cls_accuracy": 0.8986430808108554, "iteration": 11139, "loss_box_reg": 0.1335746869444847, "loss_cls": 0.1005222499370575, "loss_rpn_cls": 0.013627482112497091, "loss_rpn_loc": 0.03885907866060734, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28713879750011984, "total_loss": 0.28878196177538484} +{"data_time": 0.0036467209997681493, "eta_seconds": 13954.492321444304, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0980785472972973, "fast_rcnn/fg_cls_accuracy": 0.8687833347295524, "iteration": 11159, "loss_box_reg": 0.14303120225667953, "loss_cls": 0.09984824061393738, "loss_rpn_cls": 0.020285305567085743, "loss_rpn_loc": 0.07883037254214287, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 195.0, "rpn/num_pos_anchors": 61.0, "time": 0.28530677200024, "total_loss": 0.3003228986635804} +{"data_time": 0.003644845999588142, "eta_seconds": 13949.912601154438, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.12009934836021793, "fast_rcnn/fg_cls_accuracy": 0.8534100506756757, "iteration": 11179, "loss_box_reg": 0.14996414631605148, "loss_cls": 0.1079760268330574, "loss_rpn_cls": 0.016837866976857185, "loss_rpn_loc": 0.0347103513777256, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2844356810001045, "total_loss": 0.3614655155688524} +{"data_time": 0.003666431499823375, "eta_seconds": 13943.0635808043, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07595012281659388, "fast_rcnn/fg_cls_accuracy": 0.9060758359872612, "iteration": 11199, "loss_box_reg": 0.12577135860919952, "loss_cls": 0.08577584847807884, "loss_rpn_cls": 0.015193813480436802, "loss_rpn_loc": 0.03495471924543381, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28432765600018683, "total_loss": 0.2908061514608562} +{"data_time": 0.0037414104999697884, "eta_seconds": 13936.683339093188, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.11959112577924458, "fast_rcnn/fg_cls_accuracy": 0.8499587458745874, "iteration": 11219, "loss_box_reg": 0.15981116890907288, "loss_cls": 0.10312440618872643, "loss_rpn_cls": 0.012835602276027203, "loss_rpn_loc": 0.02647559717297554, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2841891645002761, "total_loss": 0.29658814962022007} +{"data_time": 0.0036098835003031127, "eta_seconds": 13931.634840164297, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07783065832968258, "fast_rcnn/fg_cls_accuracy": 0.8971017964071857, "iteration": 11239, "loss_box_reg": 0.1644188016653061, "loss_cls": 0.09465236961841583, "loss_rpn_cls": 0.012993885669857264, "loss_rpn_loc": 0.0355522446334362, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2848381399999198, "total_loss": 0.3202308677136898} +{"data_time": 0.003752399999939371, "eta_seconds": 13927.836561100194, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.0906207997311828, "fast_rcnn/fg_cls_accuracy": 0.887540906965872, "iteration": 11259, "loss_box_reg": 0.1559978723526001, "loss_cls": 0.13317004591226578, "loss_rpn_cls": 0.016394037753343582, "loss_rpn_loc": 0.03586499206721783, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28711772649967315, "total_loss": 0.3538553952239454} +{"data_time": 0.003803663500093535, "eta_seconds": 13922.12140453019, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06273497008728628, "fast_rcnn/fg_cls_accuracy": 0.9080606223175965, "iteration": 11279, "loss_box_reg": 0.14029330760240555, "loss_cls": 0.08761972188949585, "loss_rpn_cls": 0.014581484254449606, "loss_rpn_loc": 0.027689268812537193, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2862272594998103, "total_loss": 0.27117507392540574} +{"data_time": 0.0035869479997927556, "eta_seconds": 13912.275538310723, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.10597572362278244, "fast_rcnn/fg_cls_accuracy": 0.8765212981744421, "iteration": 11299, "loss_box_reg": 0.13107411935925484, "loss_cls": 0.09548036754131317, "loss_rpn_cls": 0.009991761296987534, "loss_rpn_loc": 0.04901241883635521, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.28314976149977156, "total_loss": 0.28245420986786485} +{"data_time": 0.0037234490000628284, "eta_seconds": 13908.112852543181, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0945409429280397, "fast_rcnn/fg_cls_accuracy": 0.8915090374106768, "iteration": 11319, "loss_box_reg": 0.12615974247455597, "loss_cls": 0.08026765286922455, "loss_rpn_cls": 0.014842182863503695, "loss_rpn_loc": 0.021416964940726757, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.285020364000502, "total_loss": 0.2567189922556281} +{"data_time": 0.0036456155003179447, "eta_seconds": 13900.03130026319, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08353697167164449, "fast_rcnn/fg_cls_accuracy": 0.9016091954022989, "iteration": 11339, "loss_box_reg": 0.10779161751270294, "loss_cls": 0.08991428464651108, "loss_rpn_cls": 0.015400831121951342, "loss_rpn_loc": 0.048590829595923424, "lr": 0.00025, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28612694049979837, "total_loss": 0.28052045311778784} +{"data_time": 0.0037529149999500078, "eta_seconds": 13894.318176013185, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.09428267045454546, "fast_rcnn/fg_cls_accuracy": 0.9018110795454546, "iteration": 11359, "loss_box_reg": 0.1316521316766739, "loss_cls": 0.0808701440691948, "loss_rpn_cls": 0.008930846583098173, "loss_rpn_loc": 0.023728255182504654, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.28725455299991154, "total_loss": 0.24374754913151264} +{"data_time": 0.0037188640003478213, "eta_seconds": 13890.303931790013, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.10301787080175231, "fast_rcnn/fg_cls_accuracy": 0.8898010266853337, "iteration": 11379, "loss_box_reg": 0.14127933979034424, "loss_cls": 0.08408966287970543, "loss_rpn_cls": 0.013116967398673296, "loss_rpn_loc": 0.030236894264817238, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2866155579995393, "total_loss": 0.33647998608648777} +{"data_time": 0.003680217500004801, "eta_seconds": 13883.31090810243, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05969661887374952, "fast_rcnn/fg_cls_accuracy": 0.9207070707070707, "iteration": 11399, "loss_box_reg": 0.15119969844818115, "loss_cls": 0.07712055742740631, "loss_rpn_cls": 0.011713308282196522, "loss_rpn_loc": 0.0620306022465229, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 183.5, "rpn/num_pos_anchors": 72.5, "time": 0.2862379605003298, "total_loss": 0.3139825484249741} +{"data_time": 0.003896077500030515, "eta_seconds": 13876.039602248647, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.0846272668913497, "fast_rcnn/fg_cls_accuracy": 0.8816985645933014, "iteration": 11419, "loss_box_reg": 0.1504325121641159, "loss_cls": 0.10172558575868607, "loss_rpn_cls": 0.01773425191640854, "loss_rpn_loc": 0.04435000941157341, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.28524637900000016, "total_loss": 0.33166190423071384} +{"data_time": 0.0036615465000977565, "eta_seconds": 13873.828268683174, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08857935957172598, "fast_rcnn/fg_cls_accuracy": 0.8967093630051322, "iteration": 11439, "loss_box_reg": 0.12694575637578964, "loss_cls": 0.08523457497358322, "loss_rpn_cls": 0.01255888631567359, "loss_rpn_loc": 0.04427352361381054, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2879220740001074, "total_loss": 0.2529385496163741} +{"data_time": 0.0037250894997669093, "eta_seconds": 13865.384840008, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8894101375598087, "iteration": 11459, "loss_box_reg": 0.1382763758301735, "loss_cls": 0.09729097411036491, "loss_rpn_cls": 0.008584937546402216, "loss_rpn_loc": 0.02765790093690157, "lr": 0.00025, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2853960914999334, "total_loss": 0.29467786848545074} +{"data_time": 0.003785442999742372, "eta_seconds": 13858.126723565729, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09926798367040496, "fast_rcnn/fg_cls_accuracy": 0.9007320163295951, "iteration": 11479, "loss_box_reg": 0.16414190828800201, "loss_cls": 0.08952724561095238, "loss_rpn_cls": 0.010887205135077238, "loss_rpn_loc": 0.03451230190694332, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2856900155002222, "total_loss": 0.30438403924927115} +{"data_time": 0.003642855000180134, "eta_seconds": 13853.10046873633, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08975387907972177, "fast_rcnn/fg_cls_accuracy": 0.8883198391566592, "iteration": 11499, "loss_box_reg": 0.11320693045854568, "loss_cls": 0.08407873660326004, "loss_rpn_cls": 0.011357108131051064, "loss_rpn_loc": 0.041824838146567345, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28546172400001524, "total_loss": 0.34322560485452414} +{"data_time": 0.003584377500374103, "eta_seconds": 13843.099091065815, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09553603766751177, "fast_rcnn/fg_cls_accuracy": 0.8787990583605636, "iteration": 11519, "loss_box_reg": 0.1324724555015564, "loss_cls": 0.10163582116365433, "loss_rpn_cls": 0.013549834489822388, "loss_rpn_loc": 0.04218044504523277, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28451296950015603, "total_loss": 0.3391000695992261} +{"data_time": 0.003610598500017659, "eta_seconds": 13840.22787642898, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.12532005689900427, "fast_rcnn/fg_cls_accuracy": 0.861744527284264, "iteration": 11539, "loss_box_reg": 0.1366068422794342, "loss_cls": 0.11174974590539932, "loss_rpn_cls": 0.012599929235875607, "loss_rpn_loc": 0.033908333629369736, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2848262244997386, "total_loss": 0.318980794865638} +{"data_time": 0.0035695369997483795, "eta_seconds": 13832.259204956663, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08486872690792532, "fast_rcnn/fg_cls_accuracy": 0.9011093073593074, "iteration": 11559, "loss_box_reg": 0.13898436725139618, "loss_cls": 0.08522574231028557, "loss_rpn_cls": 0.017277803272008896, "loss_rpn_loc": 0.04424234479665756, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.28384341299943117, "total_loss": 0.3123256005346775} +{"data_time": 0.003653641499568039, "eta_seconds": 13828.803833608981, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1080736369783023, "fast_rcnn/fg_cls_accuracy": 0.8616703209089096, "iteration": 11579, "loss_box_reg": 0.14065012335777283, "loss_cls": 0.09227092191576958, "loss_rpn_cls": 0.011814592406153679, "loss_rpn_loc": 0.03105156123638153, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2853412185004345, "total_loss": 0.3113700267858803} +{"data_time": 0.003617669000504975, "eta_seconds": 13816.809685809494, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.0968471983767754, "fast_rcnn/fg_cls_accuracy": 0.8973725546194489, "iteration": 11599, "loss_box_reg": 0.12531761080026627, "loss_cls": 0.08851346001029015, "loss_rpn_cls": 0.013414868619292974, "loss_rpn_loc": 0.029985489323735237, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2855569435000689, "total_loss": 0.29393413150683045} +{"data_time": 0.003727134500422835, "eta_seconds": 13814.544843765761, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08562277843601895, "fast_rcnn/fg_cls_accuracy": 0.8865411931818181, "iteration": 11619, "loss_box_reg": 0.1169745996594429, "loss_cls": 0.08033392950892448, "loss_rpn_cls": 0.01322609931230545, "loss_rpn_loc": 0.043783387169241905, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2862156594997032, "total_loss": 0.2583021903410554} +{"data_time": 0.0036594864996004617, "eta_seconds": 13810.690365419377, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.08770019218449712, "fast_rcnn/fg_cls_accuracy": 0.9006172839506172, "iteration": 11639, "loss_box_reg": 0.1568712815642357, "loss_cls": 0.09485830366611481, "loss_rpn_cls": 0.010422870051115751, "loss_rpn_loc": 0.031157814897596836, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2849104735000765, "total_loss": 0.29803639301098883} +{"data_time": 0.003684857500502403, "eta_seconds": 13804.978748229378, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.09385334701790399, "fast_rcnn/fg_cls_accuracy": 0.8862215909090909, "iteration": 11659, "loss_box_reg": 0.11532154679298401, "loss_cls": 0.0840861089527607, "loss_rpn_cls": 0.013001887127757072, "loss_rpn_loc": 0.05330032296478748, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2853816954998365, "total_loss": 0.30406306218355894} +{"data_time": 0.0037546909993579902, "eta_seconds": 13797.992666876671, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.10161952554744526, "fast_rcnn/fg_cls_accuracy": 0.8591168091168091, "iteration": 11679, "loss_box_reg": 0.12928898632526398, "loss_cls": 0.09443169832229614, "loss_rpn_cls": 0.01708964630961418, "loss_rpn_loc": 0.05679099075496197, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2866403939997326, "total_loss": 0.30436092894524336} +{"data_time": 0.004015508000065893, "eta_seconds": 13792.281577196673, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09488075657894737, "fast_rcnn/fg_cls_accuracy": 0.8952455590386625, "iteration": 11699, "loss_box_reg": 0.13852091133594513, "loss_cls": 0.09174401313066483, "loss_rpn_cls": 0.018395015969872475, "loss_rpn_loc": 0.03407399728894234, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.28530557699968995, "total_loss": 0.3081252626143396} +{"data_time": 0.003664036999907694, "eta_seconds": 13786.153082788878, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.10565837378640777, "fast_rcnn/fg_cls_accuracy": 0.8787143277434539, "iteration": 11719, "loss_box_reg": 0.15654566884040833, "loss_cls": 0.10580575093626976, "loss_rpn_cls": 0.01613723672926426, "loss_rpn_loc": 0.05761994421482086, "lr": 0.00025, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.28381890199989357, "total_loss": 0.3406374566257} +{"data_time": 0.0036454960004448367, "eta_seconds": 13778.840561416037, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.10172413793103449, "fast_rcnn/fg_cls_accuracy": 0.8842200328407226, "iteration": 11739, "loss_box_reg": 0.14074979722499847, "loss_cls": 0.08858775720000267, "loss_rpn_cls": 0.011366147547960281, "loss_rpn_loc": 0.0645105317234993, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.2853531895002561, "total_loss": 0.30820231325924397} +{"data_time": 0.003706148499986739, "eta_seconds": 13770.801908294525, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.11107652722443559, "fast_rcnn/fg_cls_accuracy": 0.8714037698412698, "iteration": 11759, "loss_box_reg": 0.13706094771623611, "loss_cls": 0.09462742134928703, "loss_rpn_cls": 0.015215978026390076, "loss_rpn_loc": 0.04999751038849354, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.28538819549976324, "total_loss": 0.322719756513834} +{"data_time": 0.0039406194996445265, "eta_seconds": 13769.28749538125, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06895061728395062, "fast_rcnn/fg_cls_accuracy": 0.9243023255813954, "iteration": 11779, "loss_box_reg": 0.14040197432041168, "loss_cls": 0.0766959935426712, "loss_rpn_cls": 0.013269329443573952, "loss_rpn_loc": 0.05091426149010658, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2864739120000195, "total_loss": 0.2672160044312477} +{"data_time": 0.003913482500138343, "eta_seconds": 13764.99742789938, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.11931902294596594, "fast_rcnn/fg_cls_accuracy": 0.8565110913212435, "iteration": 11799, "loss_box_reg": 0.14337454736232758, "loss_cls": 0.10846828296780586, "loss_rpn_cls": 0.011427316348999739, "loss_rpn_loc": 0.033350031822919846, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2850434094998491, "total_loss": 0.29116258956491947} +{"data_time": 0.003956814500270411, "eta_seconds": 13759.28581070938, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08480975418410042, "fast_rcnn/fg_cls_accuracy": 0.9072864578018165, "iteration": 11819, "loss_box_reg": 0.12326125800609589, "loss_cls": 0.08009878918528557, "loss_rpn_cls": 0.018050425685942173, "loss_rpn_loc": 0.02727966383099556, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.28791554400004316, "total_loss": 0.261524370405823} +{"data_time": 0.0038502655002048414, "eta_seconds": 13751.725499705644, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07460611677479148, "fast_rcnn/fg_cls_accuracy": 0.9149168432543504, "iteration": 11839, "loss_box_reg": 0.12867555767297745, "loss_cls": 0.08168717473745346, "loss_rpn_cls": 0.013262344058603048, "loss_rpn_loc": 0.046603480353951454, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2856019554997147, "total_loss": 0.289589183870703} +{"data_time": 0.0037792270004501916, "eta_seconds": 13746.176665398852, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07707419590643275, "fast_rcnn/fg_cls_accuracy": 0.9027045300878973, "iteration": 11859, "loss_box_reg": 0.11701762303709984, "loss_cls": 0.0758872777223587, "loss_rpn_cls": 0.010243686847388744, "loss_rpn_loc": 0.03212500084191561, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.2857800390002012, "total_loss": 0.26287088403478265} +{"data_time": 0.004001626499757549, "eta_seconds": 13740.732357481247, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08450736648250459, "fast_rcnn/fg_cls_accuracy": 0.9027570419030557, "iteration": 11879, "loss_box_reg": 0.13166356459259987, "loss_cls": 0.08442419767379761, "loss_rpn_cls": 0.010059031657874584, "loss_rpn_loc": 0.03395063057541847, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28714818300068146, "total_loss": 0.28893060330301523} +{"data_time": 0.003775012000460265, "eta_seconds": 13734.592951325612, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.1178231323964497, "fast_rcnn/fg_cls_accuracy": 0.86390602752729, "iteration": 11899, "loss_box_reg": 0.1483590453863144, "loss_cls": 0.10943540185689926, "loss_rpn_cls": 0.011219793930649757, "loss_rpn_loc": 0.032717131078243256, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.28669552199971804, "total_loss": 0.34818276949226856} +{"data_time": 0.0036770869996871625, "eta_seconds": 13725.769955559299, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.12742699444139982, "fast_rcnn/fg_cls_accuracy": 0.853049401080404, "iteration": 11919, "loss_box_reg": 0.1549285426735878, "loss_cls": 0.10587840527296066, "loss_rpn_cls": 0.016010954976081848, "loss_rpn_loc": 0.03786821477115154, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2849314489999415, "total_loss": 0.28810900216922164} +{"data_time": 0.0037342740001804486, "eta_seconds": 13723.332998318838, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09045454545454545, "fast_rcnn/fg_cls_accuracy": 0.9017596022616494, "iteration": 11939, "loss_box_reg": 0.15230537205934525, "loss_cls": 0.08611767739057541, "loss_rpn_cls": 0.014423668384552002, "loss_rpn_loc": 0.03990267775952816, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2886681045001751, "total_loss": 0.3080068212002516} +{"data_time": 0.0036684665001303074, "eta_seconds": 13717.888247161245, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.0870680044593088, "fast_rcnn/fg_cls_accuracy": 0.9076190476190475, "iteration": 11959, "loss_box_reg": 0.15101860463619232, "loss_cls": 0.1051623597741127, "loss_rpn_cls": 0.00949642900377512, "loss_rpn_loc": 0.027889182791113853, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2866698600005293, "total_loss": 0.29575198516249657} +{"data_time": 0.003655180500118149, "eta_seconds": 13716.18895444477, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0810114372330164, "fast_rcnn/fg_cls_accuracy": 0.8693315266485998, "iteration": 11979, "loss_box_reg": 0.14029056578874588, "loss_cls": 0.0936695821583271, "loss_rpn_cls": 0.012293318286538124, "loss_rpn_loc": 0.032961600460112095, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28727357900015704, "total_loss": 0.2773494157008827} +{"data_time": 0.0036783720001949405, "eta_seconds": 13710.542496002745, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.10740835683158165, "fast_rcnn/fg_cls_accuracy": 0.8869596031183558, "iteration": 11999, "loss_box_reg": 0.12450757622718811, "loss_cls": 0.0828256830573082, "loss_rpn_cls": 0.007894948357716203, "loss_rpn_loc": 0.03983068373054266, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28555663850011115, "total_loss": 0.2599745059851557} +{"data_time": 0.003959230000418756, "eta_seconds": 13706.1987113324, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09044919632606199, "fast_rcnn/fg_cls_accuracy": 0.8945570558473784, "iteration": 12019, "loss_box_reg": 0.1340266615152359, "loss_cls": 0.09890076145529747, "loss_rpn_cls": 0.006734086899086833, "loss_rpn_loc": 0.030440185219049454, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28580109499989703, "total_loss": 0.2732222294434905} +{"data_time": 0.0036387504992489994, "eta_seconds": 13700.071951513, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.0970644784047888, "fast_rcnn/fg_cls_accuracy": 0.879247572815534, "iteration": 12039, "loss_box_reg": 0.1506192535161972, "loss_cls": 0.09772271290421486, "loss_rpn_cls": 0.014951254706829786, "loss_rpn_loc": 0.03837544471025467, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2856042955004341, "total_loss": 0.3115560752339661} +{"data_time": 0.0036062440003661322, "eta_seconds": 13694.772117992397, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.06101190476190476, "fast_rcnn/fg_cls_accuracy": 0.9230856623494661, "iteration": 12059, "loss_box_reg": 0.11020370200276375, "loss_cls": 0.08009360730648041, "loss_rpn_cls": 0.008921650238335133, "loss_rpn_loc": 0.028324549086391926, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28601113499962594, "total_loss": 0.23703040648251772} +{"data_time": 0.003716309000083129, "eta_seconds": 13692.69587743016, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.10953374455732946, "fast_rcnn/fg_cls_accuracy": 0.8804421768707482, "iteration": 12079, "loss_box_reg": 0.13786014914512634, "loss_cls": 0.10745805501937866, "loss_rpn_cls": 0.013011635281145573, "loss_rpn_loc": 0.03752520866692066, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28689522100012255, "total_loss": 0.30639452231116593} +{"data_time": 0.0036749424998561153, "eta_seconds": 13686.981062790164, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1158672311452514, "fast_rcnn/fg_cls_accuracy": 0.868942481884058, "iteration": 12099, "loss_box_reg": 0.17661888897418976, "loss_cls": 0.10688474029302597, "loss_rpn_cls": 0.011928227730095387, "loss_rpn_loc": 0.03013612888753414, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28928510349987846, "total_loss": 0.35892204195261} +{"data_time": 0.0037698465002904413, "eta_seconds": 13685.307775021283, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.0719446399249355, "fast_rcnn/fg_cls_accuracy": 0.9085181898846495, "iteration": 12119, "loss_box_reg": 0.1124560721218586, "loss_cls": 0.09753969684243202, "loss_rpn_cls": 0.016164245083928108, "loss_rpn_loc": 0.041946545243263245, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28822395399993184, "total_loss": 0.29066470463294536} +{"data_time": 0.0037375604997578193, "eta_seconds": 13678.705790396116, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08466641865079365, "fast_rcnn/fg_cls_accuracy": 0.9109604779411764, "iteration": 12139, "loss_box_reg": 0.12554416060447693, "loss_cls": 0.07771382480859756, "loss_rpn_cls": 0.011488753370940685, "loss_rpn_loc": 0.028431467711925507, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2851745904999916, "total_loss": 0.27254284825176} +{"data_time": 0.00363706049938628, "eta_seconds": 13674.887326887474, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10391412711000339, "fast_rcnn/fg_cls_accuracy": 0.876992376992377, "iteration": 12159, "loss_box_reg": 0.15006177127361298, "loss_cls": 0.10804646462202072, "loss_rpn_cls": 0.01674315333366394, "loss_rpn_loc": 0.08291906490921974, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 187.75, "rpn/num_pos_anchors": 68.25, "time": 0.2881584199999452, "total_loss": 0.35884868912398815} +{"data_time": 0.0038533150000148453, "eta_seconds": 13669.74739685439, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.10366698646199765, "fast_rcnn/fg_cls_accuracy": 0.8836078243257648, "iteration": 12179, "loss_box_reg": 0.14903878420591354, "loss_cls": 0.09650201350450516, "loss_rpn_cls": 0.013583845924586058, "loss_rpn_loc": 0.04387558065354824, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2863130939999792, "total_loss": 0.33031443832442164} +{"data_time": 0.0037089985003149195, "eta_seconds": 13668.202380687308, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.10599513475449715, "fast_rcnn/fg_cls_accuracy": 0.8880993534344792, "iteration": 12199, "loss_box_reg": 0.11559448391199112, "loss_cls": 0.0834345817565918, "loss_rpn_cls": 0.013789839576929808, "loss_rpn_loc": 0.0470829289406538, "lr": 0.00025, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2866156029999729, "total_loss": 0.2764619253575802} +{"data_time": 0.0036329499998828396, "eta_seconds": 13668.491611452682, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.13439327485380118, "fast_rcnn/fg_cls_accuracy": 0.8656067251461989, "iteration": 12219, "loss_box_reg": 0.13611391931772232, "loss_cls": 0.0993097685277462, "loss_rpn_cls": 0.013250326737761497, "loss_rpn_loc": 0.051817869767546654, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28782253449981, "total_loss": 0.32713361270725727} +{"data_time": 0.003832719499769155, "eta_seconds": 13664.481734666624, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07427319792911191, "fast_rcnn/fg_cls_accuracy": 0.9124863259884357, "iteration": 12239, "loss_box_reg": 0.11931790038943291, "loss_cls": 0.07856117188930511, "loss_rpn_cls": 0.014550900552421808, "loss_rpn_loc": 0.04902995936572552, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28669553200006703, "total_loss": 0.2743765525519848} +{"data_time": 0.0036230150003575545, "eta_seconds": 13660.012359058392, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0561178587494377, "fast_rcnn/fg_cls_accuracy": 0.9215024741340531, "iteration": 12259, "loss_box_reg": 0.12918881326913834, "loss_cls": 0.07923049479722977, "loss_rpn_cls": 0.008288476150482893, "loss_rpn_loc": 0.0404744278639555, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28723554250018424, "total_loss": 0.26569767028559} +{"data_time": 0.0038279190002867836, "eta_seconds": 13654.289689448397, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0935848368871879, "fast_rcnn/fg_cls_accuracy": 0.8928921568627451, "iteration": 12279, "loss_box_reg": 0.12426299974322319, "loss_cls": 0.0849335752427578, "loss_rpn_cls": 0.01631339406594634, "loss_rpn_loc": 0.05806306563317776, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 189.5, "rpn/num_pos_anchors": 66.5, "time": 0.28631248900001083, "total_loss": 0.293431515339762} +{"data_time": 0.0038638905002699175, "eta_seconds": 13653.707672693554, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.10161117078410312, "fast_rcnn/fg_cls_accuracy": 0.8859610552763819, "iteration": 12299, "loss_box_reg": 0.1513502448797226, "loss_cls": 0.10430332645773888, "loss_rpn_cls": 0.008652638178318739, "loss_rpn_loc": 0.030373469926416874, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2878319510000438, "total_loss": 0.3222877534572035} +{"data_time": 0.003825354000127845, "eta_seconds": 13653.012825415499, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.09978981082974678, "fast_rcnn/fg_cls_accuracy": 0.8848527233832484, "iteration": 12319, "loss_box_reg": 0.14790111035108566, "loss_cls": 0.10562553629279137, "loss_rpn_cls": 0.006781706819310784, "loss_rpn_loc": 0.02758432924747467, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28824583400000847, "total_loss": 0.3011485496535897} +{"data_time": 0.0037620359998982167, "eta_seconds": 13648.267257590323, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08964059196617336, "fast_rcnn/fg_cls_accuracy": 0.8924637995161232, "iteration": 12339, "loss_box_reg": 0.13961922377347946, "loss_cls": 0.08315319940447807, "loss_rpn_cls": 0.017472712323069572, "loss_rpn_loc": 0.03966939635574818, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.28736472400032653, "total_loss": 0.3224675511009991} +{"data_time": 0.0037602460001835425, "eta_seconds": 13643.526368519433, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08870439152283155, "fast_rcnn/fg_cls_accuracy": 0.8944091526816472, "iteration": 12359, "loss_box_reg": 0.11985411494970322, "loss_cls": 0.08414306119084358, "loss_rpn_cls": 0.016355883330106735, "loss_rpn_loc": 0.03837915137410164, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28826887600007467, "total_loss": 0.26651406614109874} +{"data_time": 0.003718118999586295, "eta_seconds": 13637.424028737878, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1130050505050505, "fast_rcnn/fg_cls_accuracy": 0.8734605911330049, "iteration": 12379, "loss_box_reg": 0.17102129757404327, "loss_cls": 0.12095361202955246, "loss_rpn_cls": 0.013444585725665092, "loss_rpn_loc": 0.03560887277126312, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2857357619996037, "total_loss": 0.3579691220074892} +{"data_time": 0.0037372854999375704, "eta_seconds": 13632.070846799434, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.09360465116279071, "fast_rcnn/fg_cls_accuracy": 0.8933497536945814, "iteration": 12399, "loss_box_reg": 0.12981921806931496, "loss_cls": 0.06926308944821358, "loss_rpn_cls": 0.010138118173927069, "loss_rpn_loc": 0.04135730490088463, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2874906184997599, "total_loss": 0.2866291468963027} +{"data_time": 0.0036590614995475335, "eta_seconds": 13625.357870670323, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.09183099809721501, "fast_rcnn/fg_cls_accuracy": 0.8845829111786558, "iteration": 12419, "loss_box_reg": 0.11979560554027557, "loss_cls": 0.0778801329433918, "loss_rpn_cls": 0.014412259683012962, "loss_rpn_loc": 0.03413863852620125, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2841075954997905, "total_loss": 0.27053077053278685} +{"data_time": 0.0036872324999421835, "eta_seconds": 13618.65121595556, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.0909406346602738, "fast_rcnn/fg_cls_accuracy": 0.8928059218135553, "iteration": 12439, "loss_box_reg": 0.14738956093788147, "loss_cls": 0.10498727485537529, "loss_rpn_cls": 0.014787195716053247, "loss_rpn_loc": 0.0461236834526062, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28559594050011583, "total_loss": 0.3130638198927045} +{"data_time": 0.0037287049999576993, "eta_seconds": 13612.92428104557, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.12679342305738953, "fast_rcnn/fg_cls_accuracy": 0.855005880623346, "iteration": 12459, "loss_box_reg": 0.1532934606075287, "loss_cls": 0.11752968654036522, "loss_rpn_cls": 0.013340413104742765, "loss_rpn_loc": 0.03327994793653488, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2854263469998841, "total_loss": 0.3387936318758875} +{"data_time": 0.0036317349995442783, "eta_seconds": 13606.041137033535, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10114331561528433, "fast_rcnn/fg_cls_accuracy": 0.884331227225621, "iteration": 12479, "loss_box_reg": 0.16587041318416595, "loss_cls": 0.09855623915791512, "loss_rpn_cls": 0.013087493367493153, "loss_rpn_loc": 0.03292345069348812, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28430393000007825, "total_loss": 0.38736917171627283} +{"data_time": 0.003706978499849356, "eta_seconds": 13600.731263744592, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07752403846153846, "fast_rcnn/fg_cls_accuracy": 0.9117119335772585, "iteration": 12499, "loss_box_reg": 0.0978245735168457, "loss_cls": 0.06169464997947216, "loss_rpn_cls": 0.01465287571772933, "loss_rpn_loc": 0.03543785214424133, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2850913969996327, "total_loss": 0.21644948748871684} +{"data_time": 0.003701337499933288, "eta_seconds": 13596.072750131207, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07874115267947422, "fast_rcnn/fg_cls_accuracy": 0.9066685020943541, "iteration": 12519, "loss_box_reg": 0.11785339936614037, "loss_cls": 0.0751459188759327, "loss_rpn_cls": 0.011866538785398006, "loss_rpn_loc": 0.04664440266788006, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28890499999988606, "total_loss": 0.27797743305563927} +{"data_time": 0.0037215835000097286, "eta_seconds": 13591.603200417885, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.10665149658673201, "fast_rcnn/fg_cls_accuracy": 0.8700296336206896, "iteration": 12539, "loss_box_reg": 0.15029245615005493, "loss_cls": 0.11920639127492905, "loss_rpn_cls": 0.012937494087964296, "loss_rpn_loc": 0.03465668298304081, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.28655948499999795, "total_loss": 0.36098064621910453} +{"data_time": 0.0036133889998382074, "eta_seconds": 13591.686308998578, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05841313269493844, "fast_rcnn/fg_cls_accuracy": 0.9106752920624522, "iteration": 12559, "loss_box_reg": 0.1051187738776207, "loss_cls": 0.06337823532521725, "loss_rpn_cls": 0.015599724370986223, "loss_rpn_loc": 0.03209466300904751, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28826424999988376, "total_loss": 0.23772248905152082} +{"data_time": 0.0036717170000883925, "eta_seconds": 13588.689923894863, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07630405274384332, "fast_rcnn/fg_cls_accuracy": 0.8996665420094739, "iteration": 12579, "loss_box_reg": 0.12954077124595642, "loss_cls": 0.09024819731712341, "loss_rpn_cls": 0.012328850571066141, "loss_rpn_loc": 0.026434794068336487, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.289456695500121, "total_loss": 0.2644884125329554} +{"data_time": 0.003744131000530615, "eta_seconds": 13585.915197895247, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05741146403797007, "fast_rcnn/fg_cls_accuracy": 0.9138058324104835, "iteration": 12599, "loss_box_reg": 0.11631321534514427, "loss_cls": 0.059377094730734825, "loss_rpn_cls": 0.011283888947218657, "loss_rpn_loc": 0.021849310025572777, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2900014720003128, "total_loss": 0.24307787977159023} +{"data_time": 0.0036545865004882216, "eta_seconds": 13582.072827191487, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.0686072723708713, "fast_rcnn/fg_cls_accuracy": 0.9110782032296736, "iteration": 12619, "loss_box_reg": 0.14208968728780746, "loss_cls": 0.08020841330289841, "loss_rpn_cls": 0.012198958545923233, "loss_rpn_loc": 0.026882832869887352, "lr": 0.00025, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2874661174996618, "total_loss": 0.2673336244188249} +{"data_time": 0.0035715020003408426, "eta_seconds": 13577.347680641105, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.10277777777777777, "fast_rcnn/fg_cls_accuracy": 0.8766894609814964, "iteration": 12639, "loss_box_reg": 0.15082553774118423, "loss_cls": 0.10720135271549225, "loss_rpn_cls": 0.011054102331399918, "loss_rpn_loc": 0.0636473074555397, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2862412204995053, "total_loss": 0.32416033931076527} +{"data_time": 0.003662531500140176, "eta_seconds": 13573.609218728852, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0784963496090716, "fast_rcnn/fg_cls_accuracy": 0.9096235795454546, "iteration": 12659, "loss_box_reg": 0.12103123217821121, "loss_cls": 0.07786762341856956, "loss_rpn_cls": 0.011699584778398275, "loss_rpn_loc": 0.050598980858922005, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.28674164899985044, "total_loss": 0.3014286826364696} +{"data_time": 0.003689457999826118, "eta_seconds": 13567.170789896754, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10493305144467935, "fast_rcnn/fg_cls_accuracy": 0.8874020112439622, "iteration": 12679, "loss_box_reg": 0.13656504452228546, "loss_cls": 0.09676408767700195, "loss_rpn_cls": 0.010090889874845743, "loss_rpn_loc": 0.04301384091377258, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28627309199964657, "total_loss": 0.2868146609980613} +{"data_time": 0.0037737265001851483, "eta_seconds": 13562.970790039935, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08737071311921611, "fast_rcnn/fg_cls_accuracy": 0.8880700073276591, "iteration": 12699, "loss_box_reg": 0.13418741524219513, "loss_cls": 0.1020837128162384, "loss_rpn_cls": 0.009439326822757721, "loss_rpn_loc": 0.03998012840747833, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2871379970001726, "total_loss": 0.31019989447668195} +{"data_time": 0.0037280500000633765, "eta_seconds": 13557.430948692963, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.12271241830065359, "fast_rcnn/fg_cls_accuracy": 0.8731465367211974, "iteration": 12719, "loss_box_reg": 0.1330033838748932, "loss_cls": 0.08032423630356789, "loss_rpn_cls": 0.01089467341080308, "loss_rpn_loc": 0.0286656953394413, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2848696910000399, "total_loss": 0.2554555661045015} +{"data_time": 0.0036327800003164157, "eta_seconds": 13554.666214909821, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1177927927927928, "fast_rcnn/fg_cls_accuracy": 0.8702815786497795, "iteration": 12739, "loss_box_reg": 0.1837875097990036, "loss_cls": 0.11191275343298912, "loss_rpn_cls": 0.010754369664937258, "loss_rpn_loc": 0.04180539399385452, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.2884531895001601, "total_loss": 0.3631485980004072} +{"data_time": 0.00364900100066734, "eta_seconds": 13550.11650753846, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.082171226831421, "fast_rcnn/fg_cls_accuracy": 0.9095454545454545, "iteration": 12759, "loss_box_reg": 0.09522565826773643, "loss_cls": 0.06675441563129425, "loss_rpn_cls": 0.008325533010065556, "loss_rpn_loc": 0.03173676133155823, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.288778909499797, "total_loss": 0.19234841596335173} +{"data_time": 0.0036582204998012458, "eta_seconds": 13544.516944878951, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07537025765875431, "fast_rcnn/fg_cls_accuracy": 0.9187155963302753, "iteration": 12779, "loss_box_reg": 0.13884130865335464, "loss_cls": 0.09025310352444649, "loss_rpn_cls": 0.008890958037227392, "loss_rpn_loc": 0.036560654640197754, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2865105135001613, "total_loss": 0.3036026246845722} +{"data_time": 0.00369319249966793, "eta_seconds": 13540.8186472112, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1205560893586356, "fast_rcnn/fg_cls_accuracy": 0.878250909580919, "iteration": 12799, "loss_box_reg": 0.1719440370798111, "loss_cls": 0.11407849192619324, "loss_rpn_cls": 0.011173367500305176, "loss_rpn_loc": 0.0414181724190712, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28873114750012974, "total_loss": 0.3688671300187707} +{"data_time": 0.0036876774997836037, "eta_seconds": 13532.906368028462, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.07377604166666667, "fast_rcnn/fg_cls_accuracy": 0.8977272727272727, "iteration": 12819, "loss_box_reg": 0.1344568282365799, "loss_cls": 0.08145248517394066, "loss_rpn_cls": 0.0081233368255198, "loss_rpn_loc": 0.03167971037328243, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28585979300032704, "total_loss": 0.2788003224413842} +{"data_time": 0.0036532804997477797, "eta_seconds": 13528.732136398648, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09259692904693406, "fast_rcnn/fg_cls_accuracy": 0.896540252827678, "iteration": 12839, "loss_box_reg": 0.11971674859523773, "loss_cls": 0.10334154218435287, "loss_rpn_cls": 0.014045217540115118, "loss_rpn_loc": 0.03352789022028446, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.28747953850006525, "total_loss": 0.27621573442593217} +{"data_time": 0.003819194000243442, "eta_seconds": 13524.831924252358, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09236172080772607, "fast_rcnn/fg_cls_accuracy": 0.892859233245537, "iteration": 12859, "loss_box_reg": 0.15327570587396622, "loss_cls": 0.10127389058470726, "loss_rpn_cls": 0.012217388488352299, "loss_rpn_loc": 0.04008619301021099, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2878074995001043, "total_loss": 0.3178941677324474} +{"data_time": 0.003557716999694094, "eta_seconds": 13517.46614996864, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07229788467110981, "fast_rcnn/fg_cls_accuracy": 0.8954816432534529, "iteration": 12879, "loss_box_reg": 0.10396832972764969, "loss_cls": 0.07681863009929657, "loss_rpn_cls": 0.00820784829556942, "loss_rpn_loc": 0.025838661938905716, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2852744150000035, "total_loss": 0.24363087851088494} +{"data_time": 0.003695432500080642, "eta_seconds": 13511.728685558637, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06465298885511651, "fast_rcnn/fg_cls_accuracy": 0.9150386847195358, "iteration": 12899, "loss_box_reg": 0.09501806274056435, "loss_cls": 0.06006666645407677, "loss_rpn_cls": 0.007590943947434425, "loss_rpn_loc": 0.038309819996356964, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2873869794998427, "total_loss": 0.20782301819417626} +{"data_time": 0.003646155999831535, "eta_seconds": 13507.617458502355, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.07391036184210525, "fast_rcnn/fg_cls_accuracy": 0.9132279047356828, "iteration": 12919, "loss_box_reg": 0.14606013894081116, "loss_cls": 0.08658367022871971, "loss_rpn_cls": 0.01098215114325285, "loss_rpn_loc": 0.027641220949590206, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.28765213649967336, "total_loss": 0.3042965526692569} +{"data_time": 0.003740999499314057, "eta_seconds": 13501.879303252354, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07644972882770129, "fast_rcnn/fg_cls_accuracy": 0.8982383578431372, "iteration": 12939, "loss_box_reg": 0.13608550280332565, "loss_cls": 0.0825907364487648, "loss_rpn_cls": 0.01080203428864479, "loss_rpn_loc": 0.04125332087278366, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2882911965002677, "total_loss": 0.265270191244781} +{"data_time": 0.003726604500116082, "eta_seconds": 13501.706920810975, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.11706205324769502, "fast_rcnn/fg_cls_accuracy": 0.882937946752305, "iteration": 12959, "loss_box_reg": 0.1562046855688095, "loss_cls": 0.09757551550865173, "loss_rpn_cls": 0.014244104269891977, "loss_rpn_loc": 0.03965449146926403, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.28938440800038734, "total_loss": 0.30783222522586584} +{"data_time": 0.003646560999641224, "eta_seconds": 13495.96639916097, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08378378378378379, "fast_rcnn/fg_cls_accuracy": 0.9087348217783, "iteration": 12979, "loss_box_reg": 0.14065693318843842, "loss_cls": 0.0912206843495369, "loss_rpn_cls": 0.013593268115073442, "loss_rpn_loc": 0.041069233790040016, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2867390594997232, "total_loss": 0.3107762662693858} +{"data_time": 0.003710439000315091, "eta_seconds": 13492.53931149633, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0846034770183377, "fast_rcnn/fg_cls_accuracy": 0.8979498164014688, "iteration": 12999, "loss_box_reg": 0.14464303106069565, "loss_cls": 0.10219480097293854, "loss_rpn_cls": 0.012181132566183805, "loss_rpn_loc": 0.03199351951479912, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2885018064994256, "total_loss": 0.2904035965912044} +{"data_time": 0.0037111235001248133, "eta_seconds": 13486.573922244625, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08971428571428572, "fast_rcnn/fg_cls_accuracy": 0.9034743768965869, "iteration": 13019, "loss_box_reg": 0.12779994308948517, "loss_cls": 0.08814772963523865, "loss_rpn_cls": 0.010054872371256351, "loss_rpn_loc": 0.03428885340690613, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28644114950020594, "total_loss": 0.2769586844369769} +{"data_time": 0.0037003085003561864, "eta_seconds": 13480.832511464614, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09417693169092944, "fast_rcnn/fg_cls_accuracy": 0.8975127359904105, "iteration": 13039, "loss_box_reg": 0.14628231525421143, "loss_cls": 0.08963855355978012, "loss_rpn_cls": 0.014737121295183897, "loss_rpn_loc": 0.03954656608402729, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2852190230000815, "total_loss": 0.281255210749805} +{"data_time": 0.003726109499893937, "eta_seconds": 13475.726715183973, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08763326226012794, "fast_rcnn/fg_cls_accuracy": 0.8966773276474769, "iteration": 13059, "loss_box_reg": 0.13853580504655838, "loss_cls": 0.09522267058491707, "loss_rpn_cls": 0.013066956773400307, "loss_rpn_loc": 0.0428314134478569, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2839838099998815, "total_loss": 0.295981758274138} +{"data_time": 0.0037941274999866437, "eta_seconds": 13468.61607222565, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.09462780898876405, "fast_rcnn/fg_cls_accuracy": 0.8781167108753316, "iteration": 13079, "loss_box_reg": 0.12423674389719963, "loss_cls": 0.07942400500178337, "loss_rpn_cls": 0.010053455829620361, "loss_rpn_loc": 0.02901654690504074, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28536712000004627, "total_loss": 0.2501119985245168} +{"data_time": 0.0038506804999087763, "eta_seconds": 13461.68859174013, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09414742170199304, "fast_rcnn/fg_cls_accuracy": 0.9029436501261565, "iteration": 13099, "loss_box_reg": 0.13610830157995224, "loss_cls": 0.08602858707308769, "loss_rpn_cls": 0.012234167195856571, "loss_rpn_loc": 0.04551009461283684, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2881441599997743, "total_loss": 0.29745366564020514} +{"data_time": 0.0037342745004025346, "eta_seconds": 13452.882610163651, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06263009217960154, "fast_rcnn/fg_cls_accuracy": 0.923259235044132, "iteration": 13119, "loss_box_reg": 0.12419579923152924, "loss_cls": 0.06617897003889084, "loss_rpn_cls": 0.007687423378229141, "loss_rpn_loc": 0.029477758333086967, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28567040349980743, "total_loss": 0.2424020746257156} +{"data_time": 0.003603293499963911, "eta_seconds": 13448.635184166305, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08699263649425287, "fast_rcnn/fg_cls_accuracy": 0.9091011135057472, "iteration": 13139, "loss_box_reg": 0.13616356253623962, "loss_cls": 0.09334726631641388, "loss_rpn_cls": 0.008883665315806866, "loss_rpn_loc": 0.02832087315618992, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28481720899981156, "total_loss": 0.2806735187768936} +{"data_time": 0.0036080484997000895, "eta_seconds": 13437.390111011591, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05442824502230442, "fast_rcnn/fg_cls_accuracy": 0.9288287339372235, "iteration": 13159, "loss_box_reg": 0.10965342447161674, "loss_cls": 0.06677998416125774, "loss_rpn_cls": 0.011226885486394167, "loss_rpn_loc": 0.026335989125072956, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.28424156199980644, "total_loss": 0.21278850710950792} +{"data_time": 0.0037173645000621036, "eta_seconds": 13431.97049513311, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.12666945936622148, "fast_rcnn/fg_cls_accuracy": 0.8566309772640021, "iteration": 13179, "loss_box_reg": 0.1852407529950142, "loss_cls": 0.13640373200178146, "loss_rpn_cls": 0.015442891977727413, "loss_rpn_loc": 0.04221838898956776, "lr": 0.00025, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28693541299981007, "total_loss": 0.4029139010235667} +{"data_time": 0.0037788264999107923, "eta_seconds": 13428.449330403964, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.09341411226114649, "fast_rcnn/fg_cls_accuracy": 0.8883033608490566, "iteration": 13199, "loss_box_reg": 0.16130003333091736, "loss_cls": 0.11462073773145676, "loss_rpn_cls": 0.013462275266647339, "loss_rpn_loc": 0.0668589137494564, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.2878022689997124, "total_loss": 0.35846408689394593} +{"data_time": 0.0037042684998596087, "eta_seconds": 13419.134158702263, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06771612666809174, "fast_rcnn/fg_cls_accuracy": 0.9056989663368527, "iteration": 13219, "loss_box_reg": 0.11879846453666687, "loss_cls": 0.09332061558961868, "loss_rpn_cls": 0.009501174557954073, "loss_rpn_loc": 0.030526142567396164, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2859507519997351, "total_loss": 0.28219806868582964} +{"data_time": 0.003694932499911374, "eta_seconds": 13412.62502662119, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08640674394099052, "fast_rcnn/fg_cls_accuracy": 0.9023471921813666, "iteration": 13239, "loss_box_reg": 0.12757932394742966, "loss_cls": 0.09413184970617294, "loss_rpn_cls": 0.01168798515573144, "loss_rpn_loc": 0.02935133222490549, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28573635200018543, "total_loss": 0.2696303380653262} +{"data_time": 0.0036827725002694933, "eta_seconds": 13406.888232341198, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08863992569803215, "fast_rcnn/fg_cls_accuracy": 0.8976424176959564, "iteration": 13259, "loss_box_reg": 0.11649052798748016, "loss_cls": 0.08781354501843452, "loss_rpn_cls": 0.016862682066857815, "loss_rpn_loc": 0.050334151834249496, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2872567225003877, "total_loss": 0.27320107026025653} +{"data_time": 0.003706828500071424, "eta_seconds": 13401.269616315549, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.07986059248195171, "fast_rcnn/fg_cls_accuracy": 0.8725641025641026, "iteration": 13279, "loss_box_reg": 0.13815411925315857, "loss_cls": 0.10447488725185394, "loss_rpn_cls": 0.0138282785192132, "loss_rpn_loc": 0.058999620378017426, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.2867332834998706, "total_loss": 0.33013666793704033} +{"data_time": 0.003715513500083034, "eta_seconds": 13396.174242636243, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09844446722361745, "fast_rcnn/fg_cls_accuracy": 0.8812080364922352, "iteration": 13299, "loss_box_reg": 0.13720181584358215, "loss_cls": 0.09201877936720848, "loss_rpn_cls": 0.01822983007878065, "loss_rpn_loc": 0.03276457078754902, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28806526100015617, "total_loss": 0.31635625287890434} +{"data_time": 0.0037113635003152012, "eta_seconds": 13386.034288785231, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08134884839737808, "fast_rcnn/fg_cls_accuracy": 0.8984833309486335, "iteration": 13319, "loss_box_reg": 0.13254228234291077, "loss_cls": 0.08047881349921227, "loss_rpn_cls": 0.016282647848129272, "loss_rpn_loc": 0.03896433487534523, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.285219157499796, "total_loss": 0.2595699019730091} +{"data_time": 0.003684892500132264, "eta_seconds": 13380.299055585238, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06542132982225149, "fast_rcnn/fg_cls_accuracy": 0.9121378863893834, "iteration": 13339, "loss_box_reg": 0.11051088944077492, "loss_cls": 0.08157815039157867, "loss_rpn_cls": 0.008197653107345104, "loss_rpn_loc": 0.027126028202474117, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.28741380600013144, "total_loss": 0.2302976120263338} +{"data_time": 0.003738749000149255, "eta_seconds": 13373.740090051288, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.1109005177514793, "fast_rcnn/fg_cls_accuracy": 0.8765635286372613, "iteration": 13359, "loss_box_reg": 0.11911632865667343, "loss_cls": 0.08619382977485657, "loss_rpn_cls": 0.012111271265894175, "loss_rpn_loc": 0.03137175366282463, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28647479049959657, "total_loss": 0.25588314491324127} +{"data_time": 0.00389380649994564, "eta_seconds": 13370.538680703621, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07432339132836233, "fast_rcnn/fg_cls_accuracy": 0.9150903916973552, "iteration": 13379, "loss_box_reg": 0.13712017238140106, "loss_cls": 0.08487926423549652, "loss_rpn_cls": 0.010235282592475414, "loss_rpn_loc": 0.034775326028466225, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28732576500033247, "total_loss": 0.2946525253355503} +{"data_time": 0.004114497500268044, "eta_seconds": 13366.77911310935, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.09246331761544743, "fast_rcnn/fg_cls_accuracy": 0.8921816006878247, "iteration": 13399, "loss_box_reg": 0.13183944672346115, "loss_cls": 0.07686495408415794, "loss_rpn_cls": 0.007947806036099792, "loss_rpn_loc": 0.04529643803834915, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.288198700999601, "total_loss": 0.2622609173413366} +{"data_time": 0.003707202999976289, "eta_seconds": 13362.750666121028, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.10289878283151825, "fast_rcnn/fg_cls_accuracy": 0.8807978723404255, "iteration": 13419, "loss_box_reg": 0.16046039015054703, "loss_cls": 0.12150482460856438, "loss_rpn_cls": 0.014514235779643059, "loss_rpn_loc": 0.03661396540701389, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28662149199999476, "total_loss": 0.3290653727017343} +{"data_time": 0.0036830170001849183, "eta_seconds": 13359.585487683944, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10114345114345115, "fast_rcnn/fg_cls_accuracy": 0.8715741139331324, "iteration": 13439, "loss_box_reg": 0.15438353270292282, "loss_cls": 0.09242549166083336, "loss_rpn_cls": 0.01620854251086712, "loss_rpn_loc": 0.04231341928243637, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2882058314999085, "total_loss": 0.3346301866695285} +{"data_time": 0.003811832499650336, "eta_seconds": 13358.675777984517, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10594315245478036, "fast_rcnn/fg_cls_accuracy": 0.8672526389288209, "iteration": 13459, "loss_box_reg": 0.15267786383628845, "loss_cls": 0.10211443528532982, "loss_rpn_cls": 0.011323053389787674, "loss_rpn_loc": 0.043435100466012955, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28795766899975206, "total_loss": 0.34963188180699944} +{"data_time": 0.003773721499783278, "eta_seconds": 13355.151401584117, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.1171217353766458, "fast_rcnn/fg_cls_accuracy": 0.8734756097560976, "iteration": 13479, "loss_box_reg": 0.14713511615991592, "loss_cls": 0.10352149233222008, "loss_rpn_cls": 0.013329110573977232, "loss_rpn_loc": 0.030437964014708996, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2862542494999616, "total_loss": 0.31411333102732897} +{"data_time": 0.003660560999833251, "eta_seconds": 13349.001659246369, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07835657283171095, "fast_rcnn/fg_cls_accuracy": 0.9162333515781791, "iteration": 13499, "loss_box_reg": 0.12713197618722916, "loss_cls": 0.08279845491051674, "loss_rpn_cls": 0.015135476365685463, "loss_rpn_loc": 0.03954941779375076, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2861211585000092, "total_loss": 0.27970813401043415} +{"data_time": 0.003760885000701819, "eta_seconds": 13345.291677757596, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.1063824436695279, "fast_rcnn/fg_cls_accuracy": 0.8858726752503576, "iteration": 13519, "loss_box_reg": 0.1613641306757927, "loss_cls": 0.09627046436071396, "loss_rpn_cls": 0.015726405195891857, "loss_rpn_loc": 0.04113553650677204, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 198.25, "rpn/num_pos_anchors": 57.75, "time": 0.2889881224996316, "total_loss": 0.35978705110028386} +{"data_time": 0.003770480999719439, "eta_seconds": 13341.916968815249, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08646497535386424, "fast_rcnn/fg_cls_accuracy": 0.9091950327532854, "iteration": 13539, "loss_box_reg": 0.12566940858960152, "loss_cls": 0.09041762724518776, "loss_rpn_cls": 0.011654721572995186, "loss_rpn_loc": 0.02849978394806385, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2888153194999177, "total_loss": 0.27971474220976233} +{"data_time": 0.003982021499723487, "eta_seconds": 13333.806917277598, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07626303127506015, "fast_rcnn/fg_cls_accuracy": 0.8919988057919093, "iteration": 13559, "loss_box_reg": 0.13155149668455124, "loss_cls": 0.10020104423165321, "loss_rpn_cls": 0.009912409354001284, "loss_rpn_loc": 0.032944513484835625, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.286796925499857, "total_loss": 0.2738588722422719} +{"data_time": 0.003606489000048896, "eta_seconds": 13326.035634886375, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.11758002517263666, "fast_rcnn/fg_cls_accuracy": 0.8403764204545454, "iteration": 13579, "loss_box_reg": 0.15583571791648865, "loss_cls": 0.09394888207316399, "loss_rpn_cls": 0.01207618648186326, "loss_rpn_loc": 0.03063009213656187, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2856906740003069, "total_loss": 0.29761225637048483} +{"data_time": 0.003641414999947301, "eta_seconds": 13316.616998406244, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05622537431048069, "fast_rcnn/fg_cls_accuracy": 0.9402951824004455, "iteration": 13599, "loss_box_reg": 0.1330190673470497, "loss_cls": 0.060628630220890045, "loss_rpn_cls": 0.010230022948235273, "loss_rpn_loc": 0.023679993115365505, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.2864901309999368, "total_loss": 0.24704181891866028} +{"data_time": 0.003914162500677776, "eta_seconds": 13310.125605321437, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.10160065111231686, "fast_rcnn/fg_cls_accuracy": 0.8890132547864507, "iteration": 13619, "loss_box_reg": 0.10458178445696831, "loss_cls": 0.08683490380644798, "loss_rpn_cls": 0.014105783309787512, "loss_rpn_loc": 0.047190167009830475, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2868650830000661, "total_loss": 0.2691515455953777} +{"data_time": 0.0036055340001439617, "eta_seconds": 13305.137156166238, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05711206896551724, "fast_rcnn/fg_cls_accuracy": 0.9400143678160919, "iteration": 13639, "loss_box_reg": 0.11027994006872177, "loss_cls": 0.083766620606184, "loss_rpn_cls": 0.011728981975466013, "loss_rpn_loc": 0.04535175301134586, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28711086949988385, "total_loss": 0.2511134468950331} +{"data_time": 0.0036982370002078824, "eta_seconds": 13300.128758283872, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09037642045454546, "fast_rcnn/fg_cls_accuracy": 0.8841543416030535, "iteration": 13659, "loss_box_reg": 0.1291317492723465, "loss_cls": 0.10237762331962585, "loss_rpn_cls": 0.012707650661468506, "loss_rpn_loc": 0.04732490889728069, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2875111640000796, "total_loss": 0.29610617039725184} +{"data_time": 0.0035485505004544393, "eta_seconds": 13292.323853755297, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1286340852130326, "fast_rcnn/fg_cls_accuracy": 0.8596059113300492, "iteration": 13679, "loss_box_reg": 0.13553285598754883, "loss_cls": 0.09325039759278297, "loss_rpn_cls": 0.012286557350307703, "loss_rpn_loc": 0.04629323445260525, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2851253974995416, "total_loss": 0.31581895099952817} +{"data_time": 0.0038268335001703235, "eta_seconds": 13288.648284603869, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.08437288135593221, "fast_rcnn/fg_cls_accuracy": 0.8986243712144544, "iteration": 13699, "loss_box_reg": 0.15480852127075195, "loss_cls": 0.11389979720115662, "loss_rpn_cls": 0.016391632612794638, "loss_rpn_loc": 0.03233873937278986, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28883537050023733, "total_loss": 0.33215846645180136} +{"data_time": 0.0036269249999349995, "eta_seconds": 13286.558498467239, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08586068190524837, "fast_rcnn/fg_cls_accuracy": 0.8952972493345164, "iteration": 13719, "loss_box_reg": 0.1377207338809967, "loss_cls": 0.08229624107480049, "loss_rpn_cls": 0.010113822761923075, "loss_rpn_loc": 0.04664892889559269, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28925734549966364, "total_loss": 0.3175952900201082} +{"data_time": 0.003785691500070243, "eta_seconds": 13277.800208245135, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07327586206896552, "fast_rcnn/fg_cls_accuracy": 0.9253324570898407, "iteration": 13739, "loss_box_reg": 0.15147512406110764, "loss_cls": 0.08069174364209175, "loss_rpn_cls": 0.01238109590485692, "loss_rpn_loc": 0.025823701173067093, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2875143384999319, "total_loss": 0.27704104594886303} +{"data_time": 0.0037158889999773237, "eta_seconds": 13271.427574083864, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.1024244424882629, "fast_rcnn/fg_cls_accuracy": 0.8891327247191011, "iteration": 13759, "loss_box_reg": 0.14651259034872055, "loss_cls": 0.08823052048683167, "loss_rpn_cls": 0.011988208629190922, "loss_rpn_loc": 0.031536903232336044, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28729469350037107, "total_loss": 0.29895325331017375} +{"data_time": 0.003731159500148351, "eta_seconds": 13266.319187745139, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0788676236044657, "fast_rcnn/fg_cls_accuracy": 0.9019835304882033, "iteration": 13779, "loss_box_reg": 0.11075752973556519, "loss_cls": 0.07475867494940758, "loss_rpn_cls": 0.017387516796588898, "loss_rpn_loc": 0.03484682738780975, "lr": 0.00025, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28487065550007173, "total_loss": 0.26950300275348127} +{"data_time": 0.0036621905001084087, "eta_seconds": 13260.578677495141, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.10983211436170212, "fast_rcnn/fg_cls_accuracy": 0.8846686613475176, "iteration": 13799, "loss_box_reg": 0.1498260349035263, "loss_cls": 0.10194507613778114, "loss_rpn_cls": 0.012280156835913658, "loss_rpn_loc": 0.044478515163064, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.28793278850071147, "total_loss": 0.31067744456231594} +{"data_time": 0.0035965685001428938, "eta_seconds": 13258.190281083589, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09430803571428571, "fast_rcnn/fg_cls_accuracy": 0.8843537414965986, "iteration": 13819, "loss_box_reg": 0.1357632279396057, "loss_cls": 0.08161436021327972, "loss_rpn_cls": 0.017756017856299877, "loss_rpn_loc": 0.045513756573200226, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28679150949983523, "total_loss": 0.34931489266455173} +{"data_time": 0.003868146000058914, "eta_seconds": 13253.946072602557, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.10237976507092199, "fast_rcnn/fg_cls_accuracy": 0.8821957236842105, "iteration": 13839, "loss_box_reg": 0.1419101431965828, "loss_cls": 0.10654719918966293, "loss_rpn_cls": 0.014533688314259052, "loss_rpn_loc": 0.06097939424216747, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2894157024998094, "total_loss": 0.3129934130702168} +{"data_time": 0.0036434455005291966, "eta_seconds": 13250.213158574506, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05926443498697834, "fast_rcnn/fg_cls_accuracy": 0.933109619686801, "iteration": 13859, "loss_box_reg": 0.11132152378559113, "loss_cls": 0.06778153032064438, "loss_rpn_cls": 0.006621573586016893, "loss_rpn_loc": 0.03275231271982193, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29146905350035013, "total_loss": 0.23849375639110804} +{"data_time": 0.0038626800001111405, "eta_seconds": 13246.102900972746, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.11288441145281018, "fast_rcnn/fg_cls_accuracy": 0.8864394911891702, "iteration": 13879, "loss_box_reg": 0.14843923598527908, "loss_cls": 0.10936782881617546, "loss_rpn_cls": 0.010424773208796978, "loss_rpn_loc": 0.031230300664901733, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2872652324995215, "total_loss": 0.33298216527327895} +{"data_time": 0.003612289499869803, "eta_seconds": 13241.215686596752, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07719036981881361, "fast_rcnn/fg_cls_accuracy": 0.905812324929972, "iteration": 13899, "loss_box_reg": 0.13065680116415024, "loss_cls": 0.06695215776562691, "loss_rpn_cls": 0.007427906384691596, "loss_rpn_loc": 0.03538529388606548, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2888823479997882, "total_loss": 0.25134086108300835} +{"data_time": 0.0036533654997583653, "eta_seconds": 13235.584043506533, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05579288025889968, "fast_rcnn/fg_cls_accuracy": 0.9272350577599195, "iteration": 13919, "loss_box_reg": 0.12565091252326965, "loss_cls": 0.0689731165766716, "loss_rpn_cls": 0.011153706815093756, "loss_rpn_loc": 0.03561960905790329, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28883240049981396, "total_loss": 0.27556980308145285} +{"data_time": 0.003751145499791164, "eta_seconds": 13229.726562356755, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07141968550955413, "fast_rcnn/fg_cls_accuracy": 0.9060758359872612, "iteration": 13939, "loss_box_reg": 0.1234566904604435, "loss_cls": 0.09213482961058617, "loss_rpn_cls": 0.010683842469006777, "loss_rpn_loc": 0.028368674218654633, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2875694809995366, "total_loss": 0.25931057613343} +{"data_time": 0.0036275749998821993, "eta_seconds": 13222.337428420942, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.07228302611367127, "fast_rcnn/fg_cls_accuracy": 0.8859000886786875, "iteration": 13959, "loss_box_reg": 0.1216944195330143, "loss_cls": 0.09073185548186302, "loss_rpn_cls": 0.010914468206465244, "loss_rpn_loc": 0.038932131603360176, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28836358299986387, "total_loss": 0.2796843573451042} +{"data_time": 0.003733974499937176, "eta_seconds": 13217.381949322762, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0852087114337568, "fast_rcnn/fg_cls_accuracy": 0.9020079565614751, "iteration": 13979, "loss_box_reg": 0.12987569347023964, "loss_cls": 0.08736902847886086, "loss_rpn_cls": 0.012377167586237192, "loss_rpn_loc": 0.03632519766688347, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28734385550023944, "total_loss": 0.2836694116704166} +{"data_time": 0.0036713715003315883, "eta_seconds": 13205.174138018265, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06174939611472119, "fast_rcnn/fg_cls_accuracy": 0.9324855252274606, "iteration": 13999, "loss_box_reg": 0.10127226263284683, "loss_cls": 0.07478762045502663, "loss_rpn_cls": 0.010007125791162252, "loss_rpn_loc": 0.0644367840141058, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 185.25, "rpn/num_pos_anchors": 70.75, "time": 0.28673600750016703, "total_loss": 0.2587801581248641} +{"data_time": 0.0036039034998793795, "eta_seconds": 13205.893568662768, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08808016877637131, "fast_rcnn/fg_cls_accuracy": 0.9004716981132075, "iteration": 14019, "loss_box_reg": 0.12734901905059814, "loss_cls": 0.08114304021000862, "loss_rpn_cls": 0.011437901761382818, "loss_rpn_loc": 0.034297664649784565, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.287484782500087, "total_loss": 0.299642086494714} +{"data_time": 0.0036982825004088227, "eta_seconds": 13201.003751756762, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0684128852739726, "fast_rcnn/fg_cls_accuracy": 0.8953125, "iteration": 14039, "loss_box_reg": 0.1304931789636612, "loss_cls": 0.08827772736549377, "loss_rpn_cls": 0.01413881778717041, "loss_rpn_loc": 0.03361227177083492, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28565869200019733, "total_loss": 0.2698406623676419} +{"data_time": 0.003885896500378294, "eta_seconds": 13195.259189636763, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07058160905910951, "fast_rcnn/fg_cls_accuracy": 0.9159318839604227, "iteration": 14059, "loss_box_reg": 0.11907320097088814, "loss_cls": 0.06666525080800056, "loss_rpn_cls": 0.00830503273755312, "loss_rpn_loc": 0.022972170263528824, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.2849727900002108, "total_loss": 0.22965260513592511} +{"data_time": 0.0036029979996783368, "eta_seconds": 13189.61983023095, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.8721665933098591, "iteration": 14079, "loss_box_reg": 0.13226260989904404, "loss_cls": 0.09502780809998512, "loss_rpn_cls": 0.00917840376496315, "loss_rpn_loc": 0.03416953608393669, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28658394949979993, "total_loss": 0.29275085031986237} +{"data_time": 0.0038766710003983462, "eta_seconds": 13186.562736158749, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0658008658008658, "fast_rcnn/fg_cls_accuracy": 0.9060760667903525, "iteration": 14099, "loss_box_reg": 0.11763212829828262, "loss_cls": 0.06936554610729218, "loss_rpn_cls": 0.016582179814577103, "loss_rpn_loc": 0.0529734268784523, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.2896730345000833, "total_loss": 0.3010047583375126} +{"data_time": 0.003633309000178997, "eta_seconds": 13187.433174356811, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08358283433133731, "fast_rcnn/fg_cls_accuracy": 0.8871895820714718, "iteration": 14119, "loss_box_reg": 0.13012909889221191, "loss_cls": 0.08522839844226837, "loss_rpn_cls": 0.020749686285853386, "loss_rpn_loc": 0.036431265994906425, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2891740315003517, "total_loss": 0.27580770081840456} +{"data_time": 0.0037561204994744912, "eta_seconds": 13184.202615047889, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07038043478260869, "fast_rcnn/fg_cls_accuracy": 0.9257133152173913, "iteration": 14139, "loss_box_reg": 0.13575171679258347, "loss_cls": 0.08554454892873764, "loss_rpn_cls": 0.01916599180549383, "loss_rpn_loc": 0.03740829601883888, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2886872730000505, "total_loss": 0.290325696580112} +{"data_time": 0.003576552499907848, "eta_seconds": 13181.501305436614, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09811085368027089, "fast_rcnn/fg_cls_accuracy": 0.8792183875056803, "iteration": 14159, "loss_box_reg": 0.1487930417060852, "loss_cls": 0.10801642760634422, "loss_rpn_cls": 0.012715795077383518, "loss_rpn_loc": 0.07820634543895721, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 189.75, "rpn/num_pos_anchors": 66.25, "time": 0.2888697124999453, "total_loss": 0.35371077293530107} +{"data_time": 0.003716953500315867, "eta_seconds": 13179.83497547274, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.059714795008912656, "fast_rcnn/fg_cls_accuracy": 0.9374389051808407, "iteration": 14179, "loss_box_reg": 0.10744063928723335, "loss_cls": 0.06290240958333015, "loss_rpn_cls": 0.011407006066292524, "loss_rpn_loc": 0.03712605684995651, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29109471099991424, "total_loss": 0.2050312056671828} +{"data_time": 0.003664270999706787, "eta_seconds": 13176.027799704116, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08841410456835157, "fast_rcnn/fg_cls_accuracy": 0.9004284555318933, "iteration": 14199, "loss_box_reg": 0.15430240333080292, "loss_cls": 0.08968868106603622, "loss_rpn_cls": 0.011065850500017405, "loss_rpn_loc": 0.05416944995522499, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 192.25, "rpn/num_pos_anchors": 63.75, "time": 0.2917069399995853, "total_loss": 0.33166524162516} +{"data_time": 0.003600617999836686, "eta_seconds": 13172.778814026833, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07679043423536816, "fast_rcnn/fg_cls_accuracy": 0.91428046989721, "iteration": 14219, "loss_box_reg": 0.1357671320438385, "loss_cls": 0.09013363346457481, "loss_rpn_cls": 0.009221379645168781, "loss_rpn_loc": 0.03459036350250244, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2884476725002969, "total_loss": 0.2759314924478531} +{"data_time": 0.003632984999967448, "eta_seconds": 13167.02399584683, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07318161535029005, "fast_rcnn/fg_cls_accuracy": 0.9091203523772509, "iteration": 14239, "loss_box_reg": 0.12737665325403214, "loss_cls": 0.07314667105674744, "loss_rpn_cls": 0.01244568731635809, "loss_rpn_loc": 0.0285507682710886, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.2860830514996451, "total_loss": 0.2428311388939619} +{"data_time": 0.0037727015001109976, "eta_seconds": 13166.511233242773, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08033697289156627, "fast_rcnn/fg_cls_accuracy": 0.9023022784206132, "iteration": 14259, "loss_box_reg": 0.12144624814391136, "loss_cls": 0.10014787688851357, "loss_rpn_cls": 0.010869934223592281, "loss_rpn_loc": 0.03196777310222387, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28994817249986227, "total_loss": 0.2979574133642018} +{"data_time": 0.003731224999683036, "eta_seconds": 13161.469275176896, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08661028893587033, "fast_rcnn/fg_cls_accuracy": 0.8978817952895868, "iteration": 14279, "loss_box_reg": 0.13225499540567398, "loss_cls": 0.08079948276281357, "loss_rpn_cls": 0.01287938840687275, "loss_rpn_loc": 0.033574359491467476, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28835794799988435, "total_loss": 0.2680129259824753} +{"data_time": 0.0035481654995237477, "eta_seconds": 13152.458491918742, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08174207831742078, "fast_rcnn/fg_cls_accuracy": 0.8964992389649924, "iteration": 14299, "loss_box_reg": 0.13442568480968475, "loss_cls": 0.0957685075700283, "loss_rpn_cls": 0.020059755071997643, "loss_rpn_loc": 0.03312394395470619, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.28549824499987153, "total_loss": 0.2780192606151104} +{"data_time": 0.0037138185002731916, "eta_seconds": 13143.739071081473, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.11201884522854852, "fast_rcnn/fg_cls_accuracy": 0.8879811547714516, "iteration": 14319, "loss_box_reg": 0.14397861808538437, "loss_cls": 0.08697379752993584, "loss_rpn_cls": 0.011608594097197056, "loss_rpn_loc": 0.01883783843368292, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.28339490650023436, "total_loss": 0.2904684725217521} +{"data_time": 0.0036559559998750046, "eta_seconds": 13134.269562952759, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07906902598437748, "fast_rcnn/fg_cls_accuracy": 0.9149027035056447, "iteration": 14339, "loss_box_reg": 0.11151541769504547, "loss_cls": 0.087216317653656, "loss_rpn_cls": 0.00999923050403595, "loss_rpn_loc": 0.02852463722229004, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2845050134997109, "total_loss": 0.2433030849788338} +{"data_time": 0.003681987499930983, "eta_seconds": 13129.466051255622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06783536585365854, "fast_rcnn/fg_cls_accuracy": 0.9193860386879731, "iteration": 14359, "loss_box_reg": 0.13400238752365112, "loss_cls": 0.07599513605237007, "loss_rpn_cls": 0.008153497241437435, "loss_rpn_loc": 0.03257584013044834, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.28576597649998803, "total_loss": 0.2674548737704754} +{"data_time": 0.003677466500448645, "eta_seconds": 13122.763413532739, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07034454470877768, "fast_rcnn/fg_cls_accuracy": 0.9284803671596125, "iteration": 14379, "loss_box_reg": 0.1028904914855957, "loss_cls": 0.07031281292438507, "loss_rpn_cls": 0.008374281227588654, "loss_rpn_loc": 0.023397494107484818, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.284712367499651, "total_loss": 0.2219689628109336} +{"data_time": 0.00367217150005672, "eta_seconds": 13114.937248776187, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07720720720720721, "fast_rcnn/fg_cls_accuracy": 0.8969409253837524, "iteration": 14399, "loss_box_reg": 0.11198602244257927, "loss_cls": 0.08458033576607704, "loss_rpn_cls": 0.004581741522997618, "loss_rpn_loc": 0.030418379232287407, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28662989299982655, "total_loss": 0.24544433690607548} +{"data_time": 0.003683171999455226, "eta_seconds": 13107.935667145566, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.09275830952022861, "fast_rcnn/fg_cls_accuracy": 0.8945133314220184, "iteration": 14419, "loss_box_reg": 0.15433981269598007, "loss_cls": 0.09266248345375061, "loss_rpn_cls": 0.017338057048618793, "loss_rpn_loc": 0.05681705288589001, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2868669740000769, "total_loss": 0.3602949632331729} +{"data_time": 0.0035665170003085223, "eta_seconds": 13099.425027462712, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.06517578531308509, "fast_rcnn/fg_cls_accuracy": 0.9264503372056072, "iteration": 14439, "loss_box_reg": 0.1464054360985756, "loss_cls": 0.09041005373001099, "loss_rpn_cls": 0.01632402092218399, "loss_rpn_loc": 0.03679701313376427, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.28631296749972535, "total_loss": 0.2937481817789376} +{"data_time": 0.0037440195001181564, "eta_seconds": 13092.114830842893, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07785336356764927, "fast_rcnn/fg_cls_accuracy": 0.9123883928571428, "iteration": 14459, "loss_box_reg": 0.1279807835817337, "loss_cls": 0.0854748971760273, "loss_rpn_cls": 0.014001427218317986, "loss_rpn_loc": 0.03570361249148846, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.286900934499954, "total_loss": 0.3077149000018835} +{"data_time": 0.003515799000069819, "eta_seconds": 13085.503165829905, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.1055257565023783, "fast_rcnn/fg_cls_accuracy": 0.8881271325666624, "iteration": 14479, "loss_box_reg": 0.13055260479450226, "loss_cls": 0.08735867589712143, "loss_rpn_cls": 0.009896862786263227, "loss_rpn_loc": 0.03893476538360119, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28680954599985853, "total_loss": 0.28783473186194897} +{"data_time": 0.003598188500291144, "eta_seconds": 13079.75382348991, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10119984264358772, "fast_rcnn/fg_cls_accuracy": 0.8716577540106951, "iteration": 14499, "loss_box_reg": 0.13211964070796967, "loss_cls": 0.09738742560148239, "loss_rpn_cls": 0.010010819882154465, "loss_rpn_loc": 0.04818643070757389, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2866606489997139, "total_loss": 0.36562205757945776} +{"data_time": 0.003555810999841924, "eta_seconds": 13064.61126935168, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08695987654320987, "fast_rcnn/fg_cls_accuracy": 0.8960318256276536, "iteration": 14519, "loss_box_reg": 0.1326632797718048, "loss_cls": 0.08849906548857689, "loss_rpn_cls": 0.010103500448167324, "loss_rpn_loc": 0.02677198126912117, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2847030425000412, "total_loss": 0.26442123483866453} +{"data_time": 0.003560155500053952, "eta_seconds": 13050.617386186086, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0841867992139637, "fast_rcnn/fg_cls_accuracy": 0.9066174195544554, "iteration": 14539, "loss_box_reg": 0.1303054541349411, "loss_cls": 0.07493344694375992, "loss_rpn_cls": 0.00976675609126687, "loss_rpn_loc": 0.04254815727472305, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2826717825000742, "total_loss": 0.2630630675703287} +{"data_time": 0.0035629515000437095, "eta_seconds": 13043.899025284045, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0885906963941646, "fast_rcnn/fg_cls_accuracy": 0.9040372670807453, "iteration": 14559, "loss_box_reg": 0.131048321723938, "loss_cls": 0.06418980285525322, "loss_rpn_cls": 0.006206663325428963, "loss_rpn_loc": 0.03012542799115181, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28552549050027665, "total_loss": 0.2225178205408156} +{"data_time": 0.0037194140004430665, "eta_seconds": 13042.835428545168, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07237342763776355, "fast_rcnn/fg_cls_accuracy": 0.9125803575618225, "iteration": 14579, "loss_box_reg": 0.11658390611410141, "loss_cls": 0.06930941715836525, "loss_rpn_cls": 0.009507516864687204, "loss_rpn_loc": 0.039596837013959885, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2892270289994485, "total_loss": 0.2569049969315529} +{"data_time": 0.0036773420001736667, "eta_seconds": 13037.092216115161, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.09950495049504951, "fast_rcnn/fg_cls_accuracy": 0.8619916267942583, "iteration": 14599, "loss_box_reg": 0.11512397229671478, "loss_cls": 0.09633295610547066, "loss_rpn_cls": 0.022693309001624584, "loss_rpn_loc": 0.03588181734085083, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2857869225003924, "total_loss": 0.3000788101926446} +{"data_time": 0.0036799219997192267, "eta_seconds": 13029.997088101154, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09988801411700829, "fast_rcnn/fg_cls_accuracy": 0.8859249620472782, "iteration": 14619, "loss_box_reg": 0.13347236067056656, "loss_cls": 0.08978210762143135, "loss_rpn_cls": 0.01590591762214899, "loss_rpn_loc": 0.027975065633654594, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.28632778900009725, "total_loss": 0.2944199563935399} +{"data_time": 0.003665351500330871, "eta_seconds": 13025.605791255148, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09465584484030778, "fast_rcnn/fg_cls_accuracy": 0.8924903722721438, "iteration": 14639, "loss_box_reg": 0.13309608399868011, "loss_cls": 0.07619980722665787, "loss_rpn_cls": 0.007735703606158495, "loss_rpn_loc": 0.027302446775138378, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2878633049999735, "total_loss": 0.2525937221944332} +{"data_time": 0.003604278500461078, "eta_seconds": 13019.862578825141, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.8711258151131569, "iteration": 14659, "loss_box_reg": 0.15993968397378922, "loss_cls": 0.11337274312973022, "loss_rpn_cls": 0.01386696845293045, "loss_rpn_loc": 0.06220267899334431, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.28701147050014697, "total_loss": 0.377792498562485} +{"data_time": 0.003869485499762959, "eta_seconds": 13017.900391300118, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08453314709358548, "fast_rcnn/fg_cls_accuracy": 0.9104420731707317, "iteration": 14679, "loss_box_reg": 0.14555257558822632, "loss_cls": 0.09387467056512833, "loss_rpn_cls": 0.01099925022572279, "loss_rpn_loc": 0.03884880058467388, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2876500400002442, "total_loss": 0.2864995102863759} +{"data_time": 0.0037860620000174094, "eta_seconds": 13012.155510280127, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06500650065006501, "fast_rcnn/fg_cls_accuracy": 0.9296322489391797, "iteration": 14699, "loss_box_reg": 0.13665135204792023, "loss_cls": 0.07742394134402275, "loss_rpn_cls": 0.015201374888420105, "loss_rpn_loc": 0.041059186682105064, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29014058150050914, "total_loss": 0.29067539144307375} +{"data_time": 0.003670410999802698, "eta_seconds": 13004.676292065196, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08506727701484255, "fast_rcnn/fg_cls_accuracy": 0.903056179775281, "iteration": 14719, "loss_box_reg": 0.10530851036310196, "loss_cls": 0.06205662153661251, "loss_rpn_cls": 0.008023355854675174, "loss_rpn_loc": 0.02397242560982704, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2872032440000112, "total_loss": 0.19787661591544747} +{"data_time": 0.0036669910000455275, "eta_seconds": 12998.860213715298, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0796731928831981, "fast_rcnn/fg_cls_accuracy": 0.8852162360271212, "iteration": 14739, "loss_box_reg": 0.14301737397909164, "loss_cls": 0.0935664214193821, "loss_rpn_cls": 0.010310077108442783, "loss_rpn_loc": 0.03662070818245411, "lr": 0.00025, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2870054095001251, "total_loss": 0.2947708833962679} +{"data_time": 0.0035972825003227626, "eta_seconds": 12992.576417354321, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0720335321061274, "fast_rcnn/fg_cls_accuracy": 0.9279664678938726, "iteration": 14759, "loss_box_reg": 0.1498536914587021, "loss_cls": 0.08732170984148979, "loss_rpn_cls": 0.01026802696287632, "loss_rpn_loc": 0.048460859805345535, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28602318899993406, "total_loss": 0.32325290865264833} +{"data_time": 0.003597092500058352, "eta_seconds": 12984.295142902492, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08183994528043775, "fast_rcnn/fg_cls_accuracy": 0.9051012753188297, "iteration": 14779, "loss_box_reg": 0.10103258118033409, "loss_cls": 0.06848790496587753, "loss_rpn_cls": 0.008383340667933226, "loss_rpn_loc": 0.04259142279624939, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28433025999993333, "total_loss": 0.247435754397884} +{"data_time": 0.003807692999998835, "eta_seconds": 12977.78625798619, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.10422525309336333, "fast_rcnn/fg_cls_accuracy": 0.8879198644473238, "iteration": 14799, "loss_box_reg": 0.1256505399942398, "loss_cls": 0.07407979294657707, "loss_rpn_cls": 0.009106488898396492, "loss_rpn_loc": 0.02400387730449438, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2877049975004411, "total_loss": 0.24331033718772233} +{"data_time": 0.0037537650000558642, "eta_seconds": 12971.400488909976, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08692967160709097, "fast_rcnn/fg_cls_accuracy": 0.9026084010840109, "iteration": 14819, "loss_box_reg": 0.1254076436161995, "loss_cls": 0.08265253156423569, "loss_rpn_cls": 0.014317186549305916, "loss_rpn_loc": 0.03655201010406017, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28488880599979893, "total_loss": 0.26479846565052867} +{"data_time": 0.0036587855001926073, "eta_seconds": 12965.658390419976, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08838383838383838, "fast_rcnn/fg_cls_accuracy": 0.9047229047229047, "iteration": 14839, "loss_box_reg": 0.11249271780252457, "loss_cls": 0.06566300988197327, "loss_rpn_cls": 0.015214222483336926, "loss_rpn_loc": 0.043396033346652985, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.28960061149973626, "total_loss": 0.23925662878900766} +{"data_time": 0.003737414500392333, "eta_seconds": 12956.664022640543, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06169827105409927, "fast_rcnn/fg_cls_accuracy": 0.9346590909090908, "iteration": 14859, "loss_box_reg": 0.1294475719332695, "loss_cls": 0.06933145597577095, "loss_rpn_cls": 0.011002136394381523, "loss_rpn_loc": 0.03618054836988449, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.284434669500115, "total_loss": 0.2233801451511681} +{"data_time": 0.003790666999975656, "eta_seconds": 12951.344831035822, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.10061096851162286, "fast_rcnn/fg_cls_accuracy": 0.849315922984156, "iteration": 14879, "loss_box_reg": 0.13447526842355728, "loss_cls": 0.09694143012166023, "loss_rpn_cls": 0.01332328887656331, "loss_rpn_loc": 0.03245857171714306, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2878897615000824, "total_loss": 0.31417423975653946} +{"data_time": 0.003725784000380372, "eta_seconds": 12945.182707600543, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.10491935483870968, "fast_rcnn/fg_cls_accuracy": 0.8880645161290323, "iteration": 14899, "loss_box_reg": 0.14882361143827438, "loss_cls": 0.09663215279579163, "loss_rpn_cls": 0.011848262045532465, "loss_rpn_loc": 0.024114705622196198, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.28828240899974844, "total_loss": 0.27480532811023295} +{"data_time": 0.0038067975001467858, "eta_seconds": 12939.863142355825, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07303397481587076, "fast_rcnn/fg_cls_accuracy": 0.9078869706359747, "iteration": 14919, "loss_box_reg": 0.11977357417345047, "loss_cls": 0.063943762332201, "loss_rpn_cls": 0.007263645064085722, "loss_rpn_loc": 0.031704277731478214, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2894569245004277, "total_loss": 0.2657870289403945} +{"data_time": 0.003673101499771292, "eta_seconds": 12936.434416729908, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.10747413117862885, "fast_rcnn/fg_cls_accuracy": 0.8683754626348532, "iteration": 14939, "loss_box_reg": 0.1511550098657608, "loss_cls": 0.09510526433587074, "loss_rpn_cls": 0.01227516122162342, "loss_rpn_loc": 0.045005397871136665, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2899337869998817, "total_loss": 0.30275122448801994} +{"data_time": 0.003699922999658156, "eta_seconds": 12931.205799479976, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8848024764150944, "iteration": 14959, "loss_box_reg": 0.13685566931962967, "loss_cls": 0.08965355530381203, "loss_rpn_cls": 0.010468894150108099, "loss_rpn_loc": 0.05137084610760212, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.28853427650028607, "total_loss": 0.31754727847874165} +{"data_time": 0.003742394999790122, "eta_seconds": 12926.698216895365, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08253110525837798, "fast_rcnn/fg_cls_accuracy": 0.9171839100168033, "iteration": 14979, "loss_box_reg": 0.1396176442503929, "loss_cls": 0.07599640265107155, "loss_rpn_cls": 0.00872928649187088, "loss_rpn_loc": 0.0330376923084259, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2885924795000392, "total_loss": 0.28426012536510825} +{"data_time": 0.003718074000062188, "eta_seconds": 12922.622865003177, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.09814814814814815, "fast_rcnn/fg_cls_accuracy": 0.8963702749140894, "iteration": 14999, "loss_box_reg": 0.11488322913646698, "loss_cls": 0.07858362421393394, "loss_rpn_cls": 0.015234665479511023, "loss_rpn_loc": 0.026346292346715927, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2872180644999389, "total_loss": 0.24626959301531315} +{"data_time": 0.0036346849997244135, "eta_seconds": 12915.212923055387, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09321774083662623, "fast_rcnn/fg_cls_accuracy": 0.8904876099120703, "iteration": 15019, "loss_box_reg": 0.132563516497612, "loss_cls": 0.08030962571501732, "loss_rpn_cls": 0.012144274078309536, "loss_rpn_loc": 0.03811623901128769, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28647633049968135, "total_loss": 0.27765031228773296} +{"data_time": 0.003734499499842059, "eta_seconds": 12911.726234078014, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0876196534593481, "fast_rcnn/fg_cls_accuracy": 0.8992432045139045, "iteration": 15039, "loss_box_reg": 0.12366136908531189, "loss_cls": 0.09213319420814514, "loss_rpn_cls": 0.020265781320631504, "loss_rpn_loc": 0.05093368701636791, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.2914586430001691, "total_loss": 0.3354007387533784} +{"data_time": 0.0040394284997091745, "eta_seconds": 12906.418748804226, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0963527851458886, "fast_rcnn/fg_cls_accuracy": 0.8997190803578029, "iteration": 15059, "loss_box_reg": 0.11439059302210808, "loss_cls": 0.0841389149427414, "loss_rpn_cls": 0.016355921514332294, "loss_rpn_loc": 0.030080780386924744, "lr": 0.00025, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.28733474000046044, "total_loss": 0.26211069570854306} +{"data_time": 0.003676771999380435, "eta_seconds": 12903.745343431783, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06533488334149128, "fast_rcnn/fg_cls_accuracy": 0.9229717327459618, "iteration": 15079, "loss_box_reg": 0.13423572480678558, "loss_cls": 0.06667006388306618, "loss_rpn_cls": 0.006246141390874982, "loss_rpn_loc": 0.025705295614898205, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2892624999999498, "total_loss": 0.24404215579852462} +{"data_time": 0.003747430000203167, "eta_seconds": 12895.718852603386, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0867927686642116, "fast_rcnn/fg_cls_accuracy": 0.8976774322169059, "iteration": 15099, "loss_box_reg": 0.11566673964262009, "loss_cls": 0.08162995427846909, "loss_rpn_cls": 0.01579348649829626, "loss_rpn_loc": 0.03197851404547691, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2868098110002393, "total_loss": 0.25439658598043025} +{"data_time": 0.0036536049997266673, "eta_seconds": 12888.521824209856, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08165322580645162, "fast_rcnn/fg_cls_accuracy": 0.9074054227842674, "iteration": 15119, "loss_box_reg": 0.12201543152332306, "loss_cls": 0.09033234044909477, "loss_rpn_cls": 0.013806162402033806, "loss_rpn_loc": 0.02873810101300478, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2877376994997576, "total_loss": 0.26403712574392557} +{"data_time": 0.003659846000118705, "eta_seconds": 12879.015710929953, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09086134453781514, "fast_rcnn/fg_cls_accuracy": 0.8911072362685266, "iteration": 15139, "loss_box_reg": 0.13523073494434357, "loss_cls": 0.07683437317609787, "loss_rpn_cls": 0.009729914367198944, "loss_rpn_loc": 0.035946961492300034, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2840538719997312, "total_loss": 0.2702450514771044} +{"data_time": 0.004045278999910806, "eta_seconds": 12872.887297129437, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09018897676595955, "fast_rcnn/fg_cls_accuracy": 0.8894985465116279, "iteration": 15159, "loss_box_reg": 0.1286209374666214, "loss_cls": 0.0935218445956707, "loss_rpn_cls": 0.012201572302728891, "loss_rpn_loc": 0.04812420532107353, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2881910049995895, "total_loss": 0.29609966196585447} +{"data_time": 0.003632975000073202, "eta_seconds": 12865.359454734917, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.058145247965607244, "fast_rcnn/fg_cls_accuracy": 0.9375973015049299, "iteration": 15179, "loss_box_reg": 0.14123761653900146, "loss_cls": 0.08425328880548477, "loss_rpn_cls": 0.012757089920341969, "loss_rpn_loc": 0.029097802005708218, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2892884109996885, "total_loss": 0.26755839155521244} +{"data_time": 0.003604728500249621, "eta_seconds": 12856.15219840256, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0911512928022362, "fast_rcnn/fg_cls_accuracy": 0.8951107715813598, "iteration": 15199, "loss_box_reg": 0.1493096947669983, "loss_cls": 0.08690617606043816, "loss_rpn_cls": 0.010294091422110796, "loss_rpn_loc": 0.036626096814870834, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2867762044998017, "total_loss": 0.3024067876394838} +{"data_time": 0.003612098500070715, "eta_seconds": 12850.41284474256, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06825983196573931, "fast_rcnn/fg_cls_accuracy": 0.9201019974500637, "iteration": 15219, "loss_box_reg": 0.12163164466619492, "loss_cls": 0.06254025362432003, "loss_rpn_cls": 0.012982383370399475, "loss_rpn_loc": 0.03048293013125658, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.28704574150015105, "total_loss": 0.23309053108096123} +{"data_time": 0.0037136230002943194, "eta_seconds": 12845.998006608988, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09425862326414813, "fast_rcnn/fg_cls_accuracy": 0.8990470518165574, "iteration": 15239, "loss_box_reg": 0.14384181052446365, "loss_cls": 0.09905616194009781, "loss_rpn_cls": 0.012398682069033384, "loss_rpn_loc": 0.03169955499470234, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28620537700044224, "total_loss": 0.3084080293774605} +{"data_time": 0.0036625909997383133, "eta_seconds": 12838.68133407098, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.0648592202970297, "fast_rcnn/fg_cls_accuracy": 0.9013914905004015, "iteration": 15259, "loss_box_reg": 0.12364134564995766, "loss_cls": 0.09263350814580917, "loss_rpn_cls": 0.014444910455495119, "loss_rpn_loc": 0.01802319474518299, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.28808339500074, "total_loss": 0.27191307209432125} +{"data_time": 0.003839384499769949, "eta_seconds": 12832.669055430197, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09470760233918128, "fast_rcnn/fg_cls_accuracy": 0.889427374301676, "iteration": 15279, "loss_box_reg": 0.1337232142686844, "loss_cls": 0.09730914980173111, "loss_rpn_cls": 0.014224189333617687, "loss_rpn_loc": 0.03029081877321005, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2861635505000777, "total_loss": 0.2902425588108599} +{"data_time": 0.0036866919999738457, "eta_seconds": 12827.20285277096, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06891741071428571, "fast_rcnn/fg_cls_accuracy": 0.9137500000000001, "iteration": 15299, "loss_box_reg": 0.14465592801570892, "loss_cls": 0.0833287462592125, "loss_rpn_cls": 0.012189793400466442, "loss_rpn_loc": 0.033166224136948586, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2862524690003738, "total_loss": 0.2795153111219406} +{"data_time": 0.0037782915001116635, "eta_seconds": 12826.416390103113, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08853958083032973, "fast_rcnn/fg_cls_accuracy": 0.8918128654970761, "iteration": 15319, "loss_box_reg": 0.13950730860233307, "loss_cls": 0.09393805265426636, "loss_rpn_cls": 0.017010378651320934, "loss_rpn_loc": 0.03604218736290932, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2892044674999852, "total_loss": 0.29415157064795494} +{"data_time": 0.0036725115000990627, "eta_seconds": 12823.020386305998, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06602457944739823, "fast_rcnn/fg_cls_accuracy": 0.9195141700404859, "iteration": 15339, "loss_box_reg": 0.12803184613585472, "loss_cls": 0.07216232270002365, "loss_rpn_cls": 0.012426793109625578, "loss_rpn_loc": 0.02871272899210453, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2883477629998197, "total_loss": 0.266219774261117} +{"data_time": 0.00364962099956756, "eta_seconds": 12817.277878296009, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08969541139240506, "fast_rcnn/fg_cls_accuracy": 0.8881599259030565, "iteration": 15359, "loss_box_reg": 0.12750360369682312, "loss_cls": 0.09003772586584091, "loss_rpn_cls": 0.015484827570617199, "loss_rpn_loc": 0.041710516437888145, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28605790550000165, "total_loss": 0.2821403658017516} +{"data_time": 0.003680167000311485, "eta_seconds": 12811.53537028602, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07358247422680411, "fast_rcnn/fg_cls_accuracy": 0.9186855670103093, "iteration": 15379, "loss_box_reg": 0.11586755141615868, "loss_cls": 0.07441820204257965, "loss_rpn_cls": 0.01482046814635396, "loss_rpn_loc": 0.06006709299981594, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28639007549963935, "total_loss": 0.28812700184062123} +{"data_time": 0.0037131185004000145, "eta_seconds": 12804.879632699976, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.0974133743523316, "fast_rcnn/fg_cls_accuracy": 0.8797265726399585, "iteration": 15399, "loss_box_reg": 0.15570257604122162, "loss_cls": 0.10987633094191551, "loss_rpn_cls": 0.014981725253164768, "loss_rpn_loc": 0.04615030437707901, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2842563109998082, "total_loss": 0.3311621341854334} +{"data_time": 0.0036571900000126334, "eta_seconds": 12800.402357953626, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08457019610068961, "fast_rcnn/fg_cls_accuracy": 0.9036604987932422, "iteration": 15419, "loss_box_reg": 0.1452610045671463, "loss_cls": 0.08454186841845512, "loss_rpn_cls": 0.007438895525410771, "loss_rpn_loc": 0.024863168597221375, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2886496769997393, "total_loss": 0.28247884719166905} +{"data_time": 0.003705207999701088, "eta_seconds": 12796.268330323146, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09637880729692144, "fast_rcnn/fg_cls_accuracy": 0.8796977599776463, "iteration": 15439, "loss_box_reg": 0.13377539813518524, "loss_cls": 0.10377836972475052, "loss_rpn_cls": 0.008995355106890202, "loss_rpn_loc": 0.03480552136898041, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2875138184995194, "total_loss": 0.3356049805879593} +{"data_time": 0.0039663799998379545, "eta_seconds": 12792.608389946436, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06969733951671955, "fast_rcnn/fg_cls_accuracy": 0.9104237920797236, "iteration": 15459, "loss_box_reg": 0.12012794986367226, "loss_cls": 0.08080387115478516, "loss_rpn_cls": 0.010595417115837336, "loss_rpn_loc": 0.0428630243986845, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2893896260002293, "total_loss": 0.2669232226908207} +{"data_time": 0.003677386499930435, "eta_seconds": 12787.233159520365, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09819277108433735, "fast_rcnn/fg_cls_accuracy": 0.8876390164268952, "iteration": 15479, "loss_box_reg": 0.13507871329784393, "loss_cls": 0.08986354991793633, "loss_rpn_cls": 0.014020469971001148, "loss_rpn_loc": 0.06259080581367016, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2866493684996385, "total_loss": 0.29424910340458155} +{"data_time": 0.0038047924999773386, "eta_seconds": 12783.173106505046, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07947716346153846, "fast_rcnn/fg_cls_accuracy": 0.9166165865384616, "iteration": 15499, "loss_box_reg": 0.1250903606414795, "loss_cls": 0.07596492767333984, "loss_rpn_cls": 0.013931195251643658, "loss_rpn_loc": 0.02578526921570301, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28784699949983406, "total_loss": 0.2681489335373044} +{"data_time": 0.0037733559997832344, "eta_seconds": 12780.68751022991, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08477011494252873, "fast_rcnn/fg_cls_accuracy": 0.8964257392092444, "iteration": 15519, "loss_box_reg": 0.11270283907651901, "loss_cls": 0.07159647345542908, "loss_rpn_cls": 0.009456449653953314, "loss_rpn_loc": 0.031716812402009964, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2890370094996797, "total_loss": 0.25441239634528756} +{"data_time": 0.0038882315002410905, "eta_seconds": 12778.184777663591, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08342602892102335, "fast_rcnn/fg_cls_accuracy": 0.8909793632906042, "iteration": 15539, "loss_box_reg": 0.15416593104600906, "loss_cls": 0.10798724740743637, "loss_rpn_cls": 0.009968094527721405, "loss_rpn_loc": 0.03268182463943958, "lr": 0.00025, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2858687815000849, "total_loss": 0.28609103336930275} +{"data_time": 0.003708298499986995, "eta_seconds": 12773.685859218913, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07057879592740152, "fast_rcnn/fg_cls_accuracy": 0.9133118625872249, "iteration": 15559, "loss_box_reg": 0.11699580401182175, "loss_cls": 0.07092832773923874, "loss_rpn_cls": 0.010199741926044226, "loss_rpn_loc": 0.03413156047463417, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.290559100500559, "total_loss": 0.25693633558694273} +{"data_time": 0.003671196500363294, "eta_seconds": 12766.032307253654, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10299469689092233, "fast_rcnn/fg_cls_accuracy": 0.8848255956767379, "iteration": 15579, "loss_box_reg": 0.13444699347019196, "loss_cls": 0.09330592304468155, "loss_rpn_cls": 0.012626364827156067, "loss_rpn_loc": 0.03945706970989704, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28644342899997355, "total_loss": 0.27971685340162367} +{"data_time": 0.003783626499625825, "eta_seconds": 12760.950897612383, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09599358974358975, "fast_rcnn/fg_cls_accuracy": 0.8840221774193548, "iteration": 15599, "loss_box_reg": 0.12543602660298347, "loss_cls": 0.09291181340813637, "loss_rpn_cls": 0.014584770426154137, "loss_rpn_loc": 0.03149978630244732, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2862118924999777, "total_loss": 0.3116590431891382} +{"data_time": 0.003678896999645076, "eta_seconds": 12756.28874451063, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09971979934017264, "fast_rcnn/fg_cls_accuracy": 0.8795982142857143, "iteration": 15619, "loss_box_reg": 0.13825900107622147, "loss_cls": 0.09435341879725456, "loss_rpn_cls": 0.012135706841945648, "loss_rpn_loc": 0.02403183840215206, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2862241784996513, "total_loss": 0.30730008985847235} +{"data_time": 0.0037773460003336368, "eta_seconds": 12750.970171370973, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07293447293447293, "fast_rcnn/fg_cls_accuracy": 0.9080721747388414, "iteration": 15639, "loss_box_reg": 0.13345523923635483, "loss_cls": 0.08269300684332848, "loss_rpn_cls": 0.010872033424675465, "loss_rpn_loc": 0.025880766101181507, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28924508449972564, "total_loss": 0.2856519240885973} +{"data_time": 0.0038372839999283315, "eta_seconds": 12746.3524475358, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06683009298393913, "fast_rcnn/fg_cls_accuracy": 0.9135769538543612, "iteration": 15659, "loss_box_reg": 0.10831544175744057, "loss_cls": 0.07884369418025017, "loss_rpn_cls": 0.00971366185694933, "loss_rpn_loc": 0.026199876330792904, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28783519850048833, "total_loss": 0.23461485817097127} +{"data_time": 0.004086330499831092, "eta_seconds": 12739.472452550981, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06879432624113475, "fast_rcnn/fg_cls_accuracy": 0.9307552233084149, "iteration": 15679, "loss_box_reg": 0.11337587609887123, "loss_cls": 0.0716264434158802, "loss_rpn_cls": 0.0075790840201079845, "loss_rpn_loc": 0.023219321854412556, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.2858251699999528, "total_loss": 0.24262277851812541} +{"data_time": 0.0038134480000735493, "eta_seconds": 12732.382565700664, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.11360146468225844, "fast_rcnn/fg_cls_accuracy": 0.8622458242556281, "iteration": 15699, "loss_box_reg": 0.1513141617178917, "loss_cls": 0.1091400571167469, "loss_rpn_cls": 0.011265374720096588, "loss_rpn_loc": 0.03450791537761688, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28650804100016103, "total_loss": 0.3203269480727613} +{"data_time": 0.003657685500002117, "eta_seconds": 12724.120846081769, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09102722453810921, "fast_rcnn/fg_cls_accuracy": 0.8754575345865128, "iteration": 15719, "loss_box_reg": 0.17228581011295319, "loss_cls": 0.10732253268361092, "loss_rpn_cls": 0.01278424309566617, "loss_rpn_loc": 0.04587819427251816, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2852372020001894, "total_loss": 0.3612991194240749} +{"data_time": 0.0039279035004256, "eta_seconds": 12721.947257628917, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07036751760563381, "fast_rcnn/fg_cls_accuracy": 0.9191613661504425, "iteration": 15739, "loss_box_reg": 0.12832771241664886, "loss_cls": 0.07954271510243416, "loss_rpn_cls": 0.010002251248806715, "loss_rpn_loc": 0.031121568754315376, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29019939349973356, "total_loss": 0.25595419481396675} +{"data_time": 0.003719158999956562, "eta_seconds": 12716.477014910997, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05690399137001079, "fast_rcnn/fg_cls_accuracy": 0.9404833447802198, "iteration": 15759, "loss_box_reg": 0.11385047435760498, "loss_cls": 0.06429487653076649, "loss_rpn_cls": 0.008240914903581142, "loss_rpn_loc": 0.024343368597328663, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28804504350046045, "total_loss": 0.22981854109093547} +{"data_time": 0.0037119479998182214, "eta_seconds": 12712.807468330493, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.10597098214285713, "fast_rcnn/fg_cls_accuracy": 0.8757178151709402, "iteration": 15779, "loss_box_reg": 0.1495511829853058, "loss_cls": 0.09707080945372581, "loss_rpn_cls": 0.008351715747267008, "loss_rpn_loc": 0.04847727715969086, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2870937934999347, "total_loss": 0.30841902596876025} +{"data_time": 0.00382467400004316, "eta_seconds": 12706.167635196289, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0581140350877193, "fast_rcnn/fg_cls_accuracy": 0.9340679190751445, "iteration": 15799, "loss_box_reg": 0.12129686772823334, "loss_cls": 0.08350326493382454, "loss_rpn_cls": 0.01474781148135662, "loss_rpn_loc": 0.04734842665493488, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2870202854996933, "total_loss": 0.2800657863263041} +{"data_time": 0.00362577899977623, "eta_seconds": 12701.30786863051, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0679317799663704, "fast_rcnn/fg_cls_accuracy": 0.931319086219602, "iteration": 15819, "loss_box_reg": 0.11362007260322571, "loss_cls": 0.06838624179363251, "loss_rpn_cls": 0.012915803119540215, "loss_rpn_loc": 0.03927414491772652, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28593843999988167, "total_loss": 0.22727605164982378} +{"data_time": 0.0036239240002942097, "eta_seconds": 12693.801273593854, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.09161739864864865, "fast_rcnn/fg_cls_accuracy": 0.9064294763513514, "iteration": 15839, "loss_box_reg": 0.12977126985788345, "loss_cls": 0.0942864641547203, "loss_rpn_cls": 0.010628816671669483, "loss_rpn_loc": 0.039788756519556046, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28795475399965653, "total_loss": 0.2847490683197975} +{"data_time": 0.0036876674998893577, "eta_seconds": 12691.730433536432, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.096875, "fast_rcnn/fg_cls_accuracy": 0.8950917119565218, "iteration": 15859, "loss_box_reg": 0.14436981827020645, "loss_cls": 0.08281289041042328, "loss_rpn_cls": 0.007550462847575545, "loss_rpn_loc": 0.041370492428541183, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2889671114999146, "total_loss": 0.2798370245145634} +{"data_time": 0.0039294529997278005, "eta_seconds": 12688.57743805187, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.0789940376089283, "fast_rcnn/fg_cls_accuracy": 0.9075014315709105, "iteration": 15879, "loss_box_reg": 0.12266355007886887, "loss_cls": 0.10205993428826332, "loss_rpn_cls": 0.01340459706261754, "loss_rpn_loc": 0.058502424508333206, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28938366600004883, "total_loss": 0.3202874353155494} +{"data_time": 0.003847609500553517, "eta_seconds": 12684.295993963906, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08361421117019949, "fast_rcnn/fg_cls_accuracy": 0.9095203488372092, "iteration": 15899, "loss_box_reg": 0.09402823448181152, "loss_cls": 0.06725792586803436, "loss_rpn_cls": 0.012128331232815981, "loss_rpn_loc": 0.030233164317905903, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2882641685005183, "total_loss": 0.2189750224351883} +{"data_time": 0.00400686700049846, "eta_seconds": 12677.07374137186, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.09076989744330492, "fast_rcnn/fg_cls_accuracy": 0.8903929539295393, "iteration": 15919, "loss_box_reg": 0.12326754257082939, "loss_cls": 0.08504227921366692, "loss_rpn_cls": 0.011414358392357826, "loss_rpn_loc": 0.032890746369957924, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28930612200019823, "total_loss": 0.27247049333527684} +{"data_time": 0.004329637499722594, "eta_seconds": 12673.695537414933, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09972375690607735, "fast_rcnn/fg_cls_accuracy": 0.9002762430939226, "iteration": 15939, "loss_box_reg": 0.139971561729908, "loss_cls": 0.1007310301065445, "loss_rpn_cls": 0.01333011919632554, "loss_rpn_loc": 0.030789694748818874, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2885137799999029, "total_loss": 0.27265684003941715} +{"data_time": 0.004088025999863021, "eta_seconds": 12667.038448393887, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.09016305800588079, "fast_rcnn/fg_cls_accuracy": 0.8969325578174767, "iteration": 15959, "loss_box_reg": 0.1361321434378624, "loss_cls": 0.0797446072101593, "loss_rpn_cls": 0.012637430801987648, "loss_rpn_loc": 0.02956303395330906, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.28882118000001356, "total_loss": 0.2533293692395091} +{"data_time": 0.0037617110001519904, "eta_seconds": 12659.818196351844, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.050186805175870236, "fast_rcnn/fg_cls_accuracy": 0.9443326271186441, "iteration": 15979, "loss_box_reg": 0.14807813614606857, "loss_cls": 0.06955374404788017, "loss_rpn_cls": 0.014371266588568687, "loss_rpn_loc": 0.04293380677700043, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28666196950052836, "total_loss": 0.2628039353294298} +{"data_time": 0.003977245999976731, "eta_seconds": 12656.370099999549, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.10291625476627594, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 15999, "loss_box_reg": 0.14366525411605835, "loss_cls": 0.09626670926809311, "loss_rpn_cls": 0.009930499363690615, "loss_rpn_loc": 0.04015336371958256, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.28775599999971746, "total_loss": 0.30772355501540005} +{"data_time": 0.0039598854996256705, "eta_seconds": 12650.005860504825, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08379562043795621, "fast_rcnn/fg_cls_accuracy": 0.8970458553791887, "iteration": 16019, "loss_box_reg": 0.1310708373785019, "loss_cls": 0.08437971025705338, "loss_rpn_cls": 0.011041317600756884, "loss_rpn_loc": 0.029264163225889206, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28550898000003144, "total_loss": 0.24401190655771643} +{"data_time": 0.003841774499960593, "eta_seconds": 12645.458010767998, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1205308181618776, "fast_rcnn/fg_cls_accuracy": 0.8698599072767588, "iteration": 16039, "loss_box_reg": 0.14517968893051147, "loss_cls": 0.10532664880156517, "loss_rpn_cls": 0.015717975795269012, "loss_rpn_loc": 0.04180958494544029, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2906652354995458, "total_loss": 0.3152844007126987} +{"data_time": 0.003735784000127751, "eta_seconds": 12640.669591806018, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0723818983177106, "fast_rcnn/fg_cls_accuracy": 0.9189152170935488, "iteration": 16059, "loss_box_reg": 0.12397750094532967, "loss_cls": 0.07562657073140144, "loss_rpn_cls": 0.014773211907595396, "loss_rpn_loc": 0.02829714771360159, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2868785639993803, "total_loss": 0.25413820892572403} +{"data_time": 0.0036178535001454293, "eta_seconds": 12631.377418559314, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05639894086496028, "fast_rcnn/fg_cls_accuracy": 0.9184369409660107, "iteration": 16079, "loss_box_reg": 0.1243876963853836, "loss_cls": 0.06753336638212204, "loss_rpn_cls": 0.011476682499051094, "loss_rpn_loc": 0.03089304082095623, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.286475309999787, "total_loss": 0.2555028782226145} +{"data_time": 0.003722969500358886, "eta_seconds": 12623.519673909277, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.11816036167807992, "fast_rcnn/fg_cls_accuracy": 0.8701016865079365, "iteration": 16099, "loss_box_reg": 0.1347607970237732, "loss_cls": 0.09385805949568748, "loss_rpn_cls": 0.009475859347730875, "loss_rpn_loc": 0.03432880714535713, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2867706895003721, "total_loss": 0.2584938951767981} +{"data_time": 0.0038188435000847676, "eta_seconds": 12617.768639889273, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08656462585034014, "fast_rcnn/fg_cls_accuracy": 0.9028803010565929, "iteration": 16119, "loss_box_reg": 0.1196201778948307, "loss_cls": 0.06568804755806923, "loss_rpn_cls": 0.010018327739089727, "loss_rpn_loc": 0.041283367201685905, "lr": 0.00025, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2881957504996535, "total_loss": 0.26243875455111265} +{"data_time": 0.003611223999541835, "eta_seconds": 12615.655946366714, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.11942089405829596, "fast_rcnn/fg_cls_accuracy": 0.8743058236569359, "iteration": 16139, "loss_box_reg": 0.14065119624137878, "loss_cls": 0.09401243552565575, "loss_rpn_cls": 0.013507904950529337, "loss_rpn_loc": 0.052731771022081375, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28951559199958865, "total_loss": 0.2916237353347242} +{"data_time": 0.003576526499728061, "eta_seconds": 12610.93901710803, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07088414634146342, "fast_rcnn/fg_cls_accuracy": 0.9214995483288166, "iteration": 16159, "loss_box_reg": 0.1356077343225479, "loss_cls": 0.08104937896132469, "loss_rpn_cls": 0.017452952452003956, "loss_rpn_loc": 0.03885025903582573, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.28894966600046246, "total_loss": 0.2833655569702387} +{"data_time": 0.0036730014999193372, "eta_seconds": 12602.617451759315, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.11256871564217891, "fast_rcnn/fg_cls_accuracy": 0.8774301873453517, "iteration": 16179, "loss_box_reg": 0.13109393417835236, "loss_cls": 0.08514545112848282, "loss_rpn_cls": 0.010524303186684847, "loss_rpn_loc": 0.03454401716589928, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2871603369994773, "total_loss": 0.2655259519815445} +{"data_time": 0.0036739115003001643, "eta_seconds": 12598.397867096719, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.0877431026684758, "fast_rcnn/fg_cls_accuracy": 0.8825874566656161, "iteration": 16199, "loss_box_reg": 0.14162112772464752, "loss_cls": 0.09666576236486435, "loss_rpn_cls": 0.014414753299206495, "loss_rpn_loc": 0.048528214916586876, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2895977009998205, "total_loss": 0.2938955146819353} +{"data_time": 0.0036250150001251313, "eta_seconds": 12593.679520278047, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07915662650602409, "fast_rcnn/fg_cls_accuracy": 0.9079442771084337, "iteration": 16219, "loss_box_reg": 0.12523648887872696, "loss_cls": 0.09210627898573875, "loss_rpn_cls": 0.012575339525938034, "loss_rpn_loc": 0.03298021852970123, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28695259749974866, "total_loss": 0.26473112776875496} +{"data_time": 0.003976121000050625, "eta_seconds": 12591.087970924164, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.09636287625418061, "fast_rcnn/fg_cls_accuracy": 0.8978365384615384, "iteration": 16239, "loss_box_reg": 0.1578254997730255, "loss_cls": 0.09143409132957458, "loss_rpn_cls": 0.007918203482404351, "loss_rpn_loc": 0.026289017871022224, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28876445249989047, "total_loss": 0.2927260370925069} +{"data_time": 0.00400827700013906, "eta_seconds": 12583.803444462701, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.09209168632075472, "fast_rcnn/fg_cls_accuracy": 0.891937756147541, "iteration": 16259, "loss_box_reg": 0.15693356096744537, "loss_cls": 0.10171063989400864, "loss_rpn_cls": 0.016442239750176668, "loss_rpn_loc": 0.043791959062218666, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2858479664996594, "total_loss": 0.32207795698195696} +{"data_time": 0.0037115079999239242, "eta_seconds": 12579.880614482809, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.08762847062432888, "fast_rcnn/fg_cls_accuracy": 0.8808423913043478, "iteration": 16279, "loss_box_reg": 0.11909478157758713, "loss_cls": 0.07266253978013992, "loss_rpn_cls": 0.00883195549249649, "loss_rpn_loc": 0.06309220008552074, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2884440969996831, "total_loss": 0.2991843062918633} +{"data_time": 0.0036406350004654087, "eta_seconds": 12575.531978857134, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06418600264101113, "fast_rcnn/fg_cls_accuracy": 0.9299660441426145, "iteration": 16299, "loss_box_reg": 0.1132071428000927, "loss_cls": 0.07342120260000229, "loss_rpn_cls": 0.010056217666715384, "loss_rpn_loc": 0.030348110012710094, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2884428964998733, "total_loss": 0.25838934862986207} +{"data_time": 0.003669280999474722, "eta_seconds": 12568.904449923793, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07979626485568761, "fast_rcnn/fg_cls_accuracy": 0.8947293175752955, "iteration": 16319, "loss_box_reg": 0.12808051705360413, "loss_cls": 0.09555960074067116, "loss_rpn_cls": 0.01642014179378748, "loss_rpn_loc": 0.02832522988319397, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28725516650001737, "total_loss": 0.28796354215592146} +{"data_time": 0.0036270195000724925, "eta_seconds": 12562.616368442805, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0972577073752342, "fast_rcnn/fg_cls_accuracy": 0.8960968912425223, "iteration": 16339, "loss_box_reg": 0.1324203535914421, "loss_cls": 0.09250212460756302, "loss_rpn_cls": 0.01310912100598216, "loss_rpn_loc": 0.04122082144021988, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28778354649966786, "total_loss": 0.29025388369336724} +{"data_time": 0.003806368500136159, "eta_seconds": 12557.710221408288, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.09518072289156626, "fast_rcnn/fg_cls_accuracy": 0.9045454545454545, "iteration": 16359, "loss_box_reg": 0.14214442670345306, "loss_cls": 0.07496259361505508, "loss_rpn_cls": 0.011879905126988888, "loss_rpn_loc": 0.03644491545855999, "lr": 0.00025, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.287528103999648, "total_loss": 0.2698777513578534} +{"data_time": 0.0036324399998193257, "eta_seconds": 12552.156193813998, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0887876743139901, "fast_rcnn/fg_cls_accuracy": 0.8933961087553006, "iteration": 16379, "loss_box_reg": 0.12670263648033142, "loss_cls": 0.08618653193116188, "loss_rpn_cls": 0.018781563267111778, "loss_rpn_loc": 0.04484757035970688, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28661491149978247, "total_loss": 0.3066561836749315} +{"data_time": 0.003659150499970565, "eta_seconds": 12547.935989198959, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07650255754475703, "fast_rcnn/fg_cls_accuracy": 0.9139941287249362, "iteration": 16399, "loss_box_reg": 0.14275511354207993, "loss_cls": 0.08913320302963257, "loss_rpn_cls": 0.012422699946910143, "loss_rpn_loc": 0.029393712989985943, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.288197494999622, "total_loss": 0.30911795259453356} +{"data_time": 0.003722573499999271, "eta_seconds": 12542.18005525896, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0793613553294478, "fast_rcnn/fg_cls_accuracy": 0.8905643439440993, "iteration": 16419, "loss_box_reg": 0.14646590501070023, "loss_cls": 0.1026684008538723, "loss_rpn_cls": 0.01031792862340808, "loss_rpn_loc": 0.055938515812158585, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29004562149975754, "total_loss": 0.3780316056217998} +{"data_time": 0.0038947674997871218, "eta_seconds": 12538.795418829377, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.08367133801277536, "fast_rcnn/fg_cls_accuracy": 0.9075655887736425, "iteration": 16439, "loss_box_reg": 0.15905921906232834, "loss_cls": 0.09382640942931175, "loss_rpn_cls": 0.009465476963669062, "loss_rpn_loc": 0.053110646083950996, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.28982386150028105, "total_loss": 0.33382626064121723} +{"data_time": 0.004208891999951447, "eta_seconds": 12530.056189156385, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07565630685826742, "fast_rcnn/fg_cls_accuracy": 0.9202952333828138, "iteration": 16459, "loss_box_reg": 0.11484655737876892, "loss_cls": 0.06633022427558899, "loss_rpn_cls": 0.009296401403844357, "loss_rpn_loc": 0.023374881595373154, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.28658557999960976, "total_loss": 0.21038621268235147} +{"data_time": 0.0037825670001438993, "eta_seconds": 12524.91225343896, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.10173872180451127, "fast_rcnn/fg_cls_accuracy": 0.8841614208633093, "iteration": 16479, "loss_box_reg": 0.14198557287454605, "loss_cls": 0.08874430879950523, "loss_rpn_cls": 0.008336479775607586, "loss_rpn_loc": 0.051478687673807144, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 192.25, "rpn/num_pos_anchors": 63.75, "time": 0.28762792450015695, "total_loss": 0.2936020162887871} +{"data_time": 0.003574456999558606, "eta_seconds": 12517.62481501396, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07525136154168413, "fast_rcnn/fg_cls_accuracy": 0.902354609929078, "iteration": 16499, "loss_box_reg": 0.11359532549977303, "loss_cls": 0.07156231626868248, "loss_rpn_cls": 0.011730233673006296, "loss_rpn_loc": 0.03604831360280514, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2850181270000576, "total_loss": 0.2755768829956651} +{"data_time": 0.003738529999736784, "eta_seconds": 12510.430592857228, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.0920378904249872, "fast_rcnn/fg_cls_accuracy": 0.9000256016385049, "iteration": 16519, "loss_box_reg": 0.13179272413253784, "loss_cls": 0.09868402779102325, "loss_rpn_cls": 0.011860272847115993, "loss_rpn_loc": 0.027243755757808685, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2856303210000988, "total_loss": 0.2715325425378978} +{"data_time": 0.0037552650001089205, "eta_seconds": 12504.67602496723, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06796703296703296, "fast_rcnn/fg_cls_accuracy": 0.9265384615384615, "iteration": 16539, "loss_box_reg": 0.11314960941672325, "loss_cls": 0.05677657760679722, "loss_rpn_cls": 0.011638952419161797, "loss_rpn_loc": 0.0305757038295269, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28659463550047803, "total_loss": 0.23054008558392525} +{"data_time": 0.0037545454997598426, "eta_seconds": 12500.35912561394, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.08747826086956521, "fast_rcnn/fg_cls_accuracy": 0.8966624793010907, "iteration": 16559, "loss_box_reg": 0.15117023885250092, "loss_cls": 0.09461547434329987, "loss_rpn_cls": 0.009369432926177979, "loss_rpn_loc": 0.034555237740278244, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2893090375000611, "total_loss": 0.32116680685430765} +{"data_time": 0.003500603499560384, "eta_seconds": 12494.403707918145, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.09131704537360211, "fast_rcnn/fg_cls_accuracy": 0.8858430619181321, "iteration": 16579, "loss_box_reg": 0.1063072495162487, "loss_cls": 0.08405042812228203, "loss_rpn_cls": 0.010645224247127771, "loss_rpn_loc": 0.035146439447999, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28582104399993113, "total_loss": 0.2316970811225474} +{"data_time": 0.0035725269995054987, "eta_seconds": 12488.101274623477, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08545454545454545, "fast_rcnn/fg_cls_accuracy": 0.9070346320346321, "iteration": 16599, "loss_box_reg": 0.12745101004838943, "loss_cls": 0.08231891319155693, "loss_rpn_cls": 0.011809410527348518, "loss_rpn_loc": 0.05100298300385475, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28664429750006093, "total_loss": 0.29079786548390985} +{"data_time": 0.003789741499531374, "eta_seconds": 12482.89343273812, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06695685571629753, "fast_rcnn/fg_cls_accuracy": 0.9211237473257516, "iteration": 16619, "loss_box_reg": 0.11693204566836357, "loss_cls": 0.06712743267416954, "loss_rpn_cls": 0.015391315333545208, "loss_rpn_loc": 0.04032490774989128, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2898783939999703, "total_loss": 0.2570058312267065} +{"data_time": 0.003751664999526838, "eta_seconds": 12475.903185517236, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.12011732229123534, "fast_rcnn/fg_cls_accuracy": 0.8620507399577166, "iteration": 16639, "loss_box_reg": 0.15467054396867752, "loss_cls": 0.10200679674744606, "loss_rpn_cls": 0.013758632354438305, "loss_rpn_loc": 0.038539232686161995, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.28872858500017173, "total_loss": 0.31164282164536417} +{"data_time": 0.003712843500125018, "eta_seconds": 12470.148617627237, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05888819095477387, "fast_rcnn/fg_cls_accuracy": 0.9321800367421923, "iteration": 16659, "loss_box_reg": 0.13370338827371597, "loss_cls": 0.0791831687092781, "loss_rpn_cls": 0.010872596874833107, "loss_rpn_loc": 0.03378292918205261, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2877645149997079, "total_loss": 0.26212004967965186} +{"data_time": 0.0036214440006006043, "eta_seconds": 12465.827746813902, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.10561118784530386, "fast_rcnn/fg_cls_accuracy": 0.8912638121546961, "iteration": 16679, "loss_box_reg": 0.13133073598146439, "loss_cls": 0.09345582127571106, "loss_rpn_cls": 0.01703288871794939, "loss_rpn_loc": 0.031358812004327774, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2889300799997727, "total_loss": 0.296543441247195} +{"data_time": 0.0036215195000295353, "eta_seconds": 12459.872882378068, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06105387603445364, "fast_rcnn/fg_cls_accuracy": 0.9080641580641581, "iteration": 16699, "loss_box_reg": 0.0971350222826004, "loss_cls": 0.08354194834828377, "loss_rpn_cls": 0.011409754864871502, "loss_rpn_loc": 0.049945514649152756, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2866096410002683, "total_loss": 0.3069530734792352} +{"data_time": 0.003618329499659012, "eta_seconds": 12454.31728721389, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09675589836660617, "fast_rcnn/fg_cls_accuracy": 0.8947368421052632, "iteration": 16719, "loss_box_reg": 0.1050974614918232, "loss_cls": 0.06507417187094688, "loss_rpn_cls": 0.010685344226658344, "loss_rpn_loc": 0.03971195966005325, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.286383560500326, "total_loss": 0.20560831227339804} +{"data_time": 0.003768341000068176, "eta_seconds": 12448.362607198042, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.08222722159730034, "fast_rcnn/fg_cls_accuracy": 0.9177727784026997, "iteration": 16739, "loss_box_reg": 0.1146307960152626, "loss_cls": 0.06168048456311226, "loss_rpn_cls": 0.007327358704060316, "loss_rpn_loc": 0.025921907275915146, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2888646924998284, "total_loss": 0.20913306018337607} +{"data_time": 0.0036650509996434266, "eta_seconds": 12441.258359970034, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09511695725010857, "fast_rcnn/fg_cls_accuracy": 0.8839136041263701, "iteration": 16759, "loss_box_reg": 0.1343100666999817, "loss_cls": 0.10431474074721336, "loss_rpn_cls": 0.008728005923330784, "loss_rpn_loc": 0.03467949852347374, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28588391300036164, "total_loss": 0.3185314411530271} +{"data_time": 0.0038133279999783554, "eta_seconds": 12436.30730620338, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06262254901960784, "fast_rcnn/fg_cls_accuracy": 0.9315180759803922, "iteration": 16779, "loss_box_reg": 0.12102551758289337, "loss_cls": 0.07899971678853035, "loss_rpn_cls": 0.008276489563286304, "loss_rpn_loc": 0.028957496397197247, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.28914536499996757, "total_loss": 0.23681965516880155} +{"data_time": 0.003672541500236548, "eta_seconds": 12429.95887440411, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09068783068783068, "fast_rcnn/fg_cls_accuracy": 0.8968308702791461, "iteration": 16799, "loss_box_reg": 0.1286640539765358, "loss_cls": 0.08466821163892746, "loss_rpn_cls": 0.014183931052684784, "loss_rpn_loc": 0.030354457907378674, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.28686274850042537, "total_loss": 0.2621750347316265} +{"data_time": 0.0036566955000125745, "eta_seconds": 12424.797535443358, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.11042301829268292, "fast_rcnn/fg_cls_accuracy": 0.8834794207317074, "iteration": 16819, "loss_box_reg": 0.12538009881973267, "loss_cls": 0.08582066744565964, "loss_rpn_cls": 0.011618544813245535, "loss_rpn_loc": 0.06544763967394829, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.28598253599966483, "total_loss": 0.28408253472298384} +{"data_time": 0.003799076499944931, "eta_seconds": 12419.390929660567, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08677361853832442, "fast_rcnn/fg_cls_accuracy": 0.9078787878787878, "iteration": 16839, "loss_box_reg": 0.13692639023065567, "loss_cls": 0.08241070806980133, "loss_rpn_cls": 0.006441168487071991, "loss_rpn_loc": 0.03571980446577072, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2882187644995611, "total_loss": 0.26823025674093515} +{"data_time": 0.0036773810002159735, "eta_seconds": 12413.635882890567, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08347465437788018, "fast_rcnn/fg_cls_accuracy": 0.8863418311403508, "iteration": 16859, "loss_box_reg": 0.12567220628261566, "loss_cls": 0.08939537405967712, "loss_rpn_cls": 0.010265759658068419, "loss_rpn_loc": 0.02921394445002079, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29016667999985657, "total_loss": 0.27344536734744906} +{"data_time": 0.003663310500087391, "eta_seconds": 12407.898105684217, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07047845940043676, "fast_rcnn/fg_cls_accuracy": 0.920256766593872, "iteration": 16879, "loss_box_reg": 0.1383049339056015, "loss_cls": 0.0863865353167057, "loss_rpn_cls": 0.00924215791746974, "loss_rpn_loc": 0.027162816375494003, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.289129071500156, "total_loss": 0.2900817773770541} +{"data_time": 0.003586331500173401, "eta_seconds": 12400.976764910001, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06823353207177627, "fast_rcnn/fg_cls_accuracy": 0.9092779648335203, "iteration": 16899, "loss_box_reg": 0.12445738911628723, "loss_cls": 0.07498308271169662, "loss_rpn_cls": 0.012695193756371737, "loss_rpn_loc": 0.02974037639796734, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28743730799988043, "total_loss": 0.2551950009074062} +{"data_time": 0.003437389999817242, "eta_seconds": 12391.910519405046, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10063291139240507, "fast_rcnn/fg_cls_accuracy": 0.8839701770736254, "iteration": 16919, "loss_box_reg": 0.1258087009191513, "loss_cls": 0.09090801700949669, "loss_rpn_cls": 0.009853991214185953, "loss_rpn_loc": 0.03778798505663872, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.28556258100024934, "total_loss": 0.2746186872245744} +{"data_time": 0.003689752000354929, "eta_seconds": 12385.983150289085, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.08582589285714286, "fast_rcnn/fg_cls_accuracy": 0.9043797953964194, "iteration": 16939, "loss_box_reg": 0.14717711508274078, "loss_cls": 0.11327091977000237, "loss_rpn_cls": 0.007858792785555124, "loss_rpn_loc": 0.023026589304208755, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28853786350009614, "total_loss": 0.3124526219908148} +{"data_time": 0.003619293499923515, "eta_seconds": 12380.23025518909, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.11481770325599533, "fast_rcnn/fg_cls_accuracy": 0.8669616519174042, "iteration": 16959, "loss_box_reg": 0.12524207681417465, "loss_cls": 0.0781424455344677, "loss_rpn_cls": 0.011967149563133717, "loss_rpn_loc": 0.04094137251377106, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2883418299998084, "total_loss": 0.2616951169911772} +{"data_time": 0.003664030000436469, "eta_seconds": 12374.65159110504, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08058159860162084, "fast_rcnn/fg_cls_accuracy": 0.9099168346774194, "iteration": 16979, "loss_box_reg": 0.13153868168592453, "loss_cls": 0.07620004937052727, "loss_rpn_cls": 0.01020575175061822, "loss_rpn_loc": 0.035042691975831985, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28694762999975865, "total_loss": 0.2556237275712192} +{"data_time": 0.0035816465001516917, "eta_seconds": 12368.898615005037, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06389188218390804, "fast_rcnn/fg_cls_accuracy": 0.911957671957672, "iteration": 16999, "loss_box_reg": 0.1298758089542389, "loss_cls": 0.0627791453152895, "loss_rpn_cls": 0.009369570761919022, "loss_rpn_loc": 0.03378966636955738, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2878057500001887, "total_loss": 0.2508461894467473} +{"data_time": 0.0036675955002465344, "eta_seconds": 12362.82257972136, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07329358552631579, "fast_rcnn/fg_cls_accuracy": 0.9181680484693877, "iteration": 17019, "loss_box_reg": 0.13157808780670166, "loss_cls": 0.09195930883288383, "loss_rpn_cls": 0.012798124924302101, "loss_rpn_loc": 0.03727047145366669, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2858735804998105, "total_loss": 0.33075755648314953} +{"data_time": 0.003642533999936859, "eta_seconds": 12352.543939440366, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.08641284061216872, "fast_rcnn/fg_cls_accuracy": 0.9076174227217985, "iteration": 17039, "loss_box_reg": 0.14854592084884644, "loss_cls": 0.09087853878736496, "loss_rpn_cls": 0.013052114751189947, "loss_rpn_loc": 0.04909082315862179, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 189.75, "rpn/num_pos_anchors": 66.25, "time": 0.28643017600006715, "total_loss": 0.30233417404815555} +{"data_time": 0.003825518000212469, "eta_seconds": 12348.22323001099, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.10007702464788731, "fast_rcnn/fg_cls_accuracy": 0.8946210488505747, "iteration": 17059, "loss_box_reg": 0.1605500876903534, "loss_cls": 0.11109358072280884, "loss_rpn_cls": 0.014268882106989622, "loss_rpn_loc": 0.04156169295310974, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2896305350000148, "total_loss": 0.32226809952408075} +{"data_time": 0.0037110274997758097, "eta_seconds": 12342.47184518099, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06232344632768362, "fast_rcnn/fg_cls_accuracy": 0.9256510416666667, "iteration": 17079, "loss_box_reg": 0.12171512842178345, "loss_cls": 0.08227459713816643, "loss_rpn_cls": 0.010901159141212702, "loss_rpn_loc": 0.03663207218050957, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2871305385001506, "total_loss": 0.27323524048551917} +{"data_time": 0.003687626500322949, "eta_seconds": 12341.254561333835, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08636756972641949, "fast_rcnn/fg_cls_accuracy": 0.9130944831959417, "iteration": 17099, "loss_box_reg": 0.12332716584205627, "loss_cls": 0.0806112065911293, "loss_rpn_cls": 0.009364503901451826, "loss_rpn_loc": 0.03535087965428829, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28868106650043046, "total_loss": 0.26642829086631536} +{"data_time": 0.0036371484998198866, "eta_seconds": 12334.945509449171, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.11842458400429415, "fast_rcnn/fg_cls_accuracy": 0.8698830409356726, "iteration": 17119, "loss_box_reg": 0.1300344243645668, "loss_cls": 0.10905109345912933, "loss_rpn_cls": 0.010193714872002602, "loss_rpn_loc": 0.03423878364264965, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2876276974998291, "total_loss": 0.3106104740872979} +{"data_time": 0.0037710605001848307, "eta_seconds": 12328.305625101384, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07184166308467821, "fast_rcnn/fg_cls_accuracy": 0.9108595572933089, "iteration": 17139, "loss_box_reg": 0.14812208712100983, "loss_cls": 0.10084327310323715, "loss_rpn_cls": 0.018264280632138252, "loss_rpn_loc": 0.04573367349803448, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.28867750650033486, "total_loss": 0.3008807795122266} +{"data_time": 0.003794046499479009, "eta_seconds": 12323.994065443858, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08024538575772576, "fast_rcnn/fg_cls_accuracy": 0.9169613181528888, "iteration": 17159, "loss_box_reg": 0.12184453755617142, "loss_cls": 0.07525701820850372, "loss_rpn_cls": 0.010705792345106602, "loss_rpn_loc": 0.022606031969189644, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2921155149997503, "total_loss": 0.23504613677505404} +{"data_time": 0.0036549945002661843, "eta_seconds": 12320.940881662791, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07932692307692307, "fast_rcnn/fg_cls_accuracy": 0.9042319937526281, "iteration": 17179, "loss_box_reg": 0.1399201601743698, "loss_cls": 0.08833560720086098, "loss_rpn_cls": 0.010380947031080723, "loss_rpn_loc": 0.05845186859369278, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.28923800150005263, "total_loss": 0.31434463057667017} +{"data_time": 0.003652999999758322, "eta_seconds": 12315.186121792794, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08248160668124876, "fast_rcnn/fg_cls_accuracy": 0.9089243173905076, "iteration": 17199, "loss_box_reg": 0.14451932907104492, "loss_cls": 0.07549525052309036, "loss_rpn_cls": 0.01001233421266079, "loss_rpn_loc": 0.03935161791741848, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.288697216500168, "total_loss": 0.29558416828513145} +{"data_time": 0.003703362000578636, "eta_seconds": 12312.732673130477, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.04579799956512285, "fast_rcnn/fg_cls_accuracy": 0.9240584776736056, "iteration": 17219, "loss_box_reg": 0.11943702399730682, "loss_cls": 0.05784904398024082, "loss_rpn_cls": 0.005660761147737503, "loss_rpn_loc": 0.021630393341183662, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.28991862349994335, "total_loss": 0.22486631863284856} +{"data_time": 0.003536333999818453, "eta_seconds": 12306.976369870481, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08116976260489134, "fast_rcnn/fg_cls_accuracy": 0.9010808860441767, "iteration": 17239, "loss_box_reg": 0.1432662010192871, "loss_cls": 0.08001260086894035, "loss_rpn_cls": 0.0088655361905694, "loss_rpn_loc": 0.02883016597479582, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28860322799982896, "total_loss": 0.2819712101481855} +{"data_time": 0.003687161000470951, "eta_seconds": 12302.673440314275, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07295974743488556, "fast_rcnn/fg_cls_accuracy": 0.9177379561095962, "iteration": 17259, "loss_box_reg": 0.11381498351693153, "loss_cls": 0.06602846086025238, "loss_rpn_cls": 0.008766763377934694, "loss_rpn_loc": 0.03226598538458347, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.28816924700004165, "total_loss": 0.23253996949642897} +{"data_time": 0.0036884764999740582, "eta_seconds": 12297.703423455605, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07008928571428572, "fast_rcnn/fg_cls_accuracy": 0.9102104791759964, "iteration": 17279, "loss_box_reg": 0.13147223740816116, "loss_cls": 0.09017711505293846, "loss_rpn_cls": 0.011447404511272907, "loss_rpn_loc": 0.04282027669250965, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29165776399941024, "total_loss": 0.28615739149972796} +{"data_time": 0.003751668999939284, "eta_seconds": 12293.224765838204, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07295101271785209, "fast_rcnn/fg_cls_accuracy": 0.9161858219500707, "iteration": 17299, "loss_box_reg": 0.1106225736439228, "loss_cls": 0.07984213903546333, "loss_rpn_cls": 0.006054368801414967, "loss_rpn_loc": 0.025617258623242378, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2888866605003386, "total_loss": 0.22913149604573846} +{"data_time": 0.0036558045003403095, "eta_seconds": 12288.747065765965, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.07802111319167412, "fast_rcnn/fg_cls_accuracy": 0.9149638802889577, "iteration": 17319, "loss_box_reg": 0.10330510884523392, "loss_cls": 0.06770982965826988, "loss_rpn_cls": 0.010385955218225718, "loss_rpn_loc": 0.04889179207384586, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28906993850023355, "total_loss": 0.2358914976939559} +{"data_time": 0.003514662999805296, "eta_seconds": 12282.988515125962, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06808684593023256, "fast_rcnn/fg_cls_accuracy": 0.9191321785631248, "iteration": 17339, "loss_box_reg": 0.127350851893425, "loss_cls": 0.0781148225069046, "loss_rpn_cls": 0.011412946972995996, "loss_rpn_loc": 0.03030291572213173, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2879484365003009, "total_loss": 0.2640453786589205} +{"data_time": 0.0037024125003881636, "eta_seconds": 12281.464073821662, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.0858588032716315, "fast_rcnn/fg_cls_accuracy": 0.9049747201155651, "iteration": 17359, "loss_box_reg": 0.13919532299041748, "loss_cls": 0.10542980208992958, "loss_rpn_cls": 0.010516448877751827, "loss_rpn_loc": 0.032465457916259766, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29089011900032347, "total_loss": 0.32675424427725375} +{"data_time": 0.0037006514999120554, "eta_seconds": 12277.04274286617, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.1111353711790393, "fast_rcnn/fg_cls_accuracy": 0.871827666222068, "iteration": 17379, "loss_box_reg": 0.15197119861841202, "loss_cls": 0.10656445845961571, "loss_rpn_cls": 0.011858940590173006, "loss_rpn_loc": 0.046833477914333344, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28812532500023735, "total_loss": 0.33910611388273537} +{"data_time": 0.003717078000136098, "eta_seconds": 12271.98873780535, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.11524399630541872, "fast_rcnn/fg_cls_accuracy": 0.8591775824904659, "iteration": 17399, "loss_box_reg": 0.149922177195549, "loss_cls": 0.10665649548172951, "loss_rpn_cls": 0.0152313313446939, "loss_rpn_loc": 0.03653480298817158, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29005492400028743, "total_loss": 0.3409456158988178} +{"data_time": 0.003761769999982789, "eta_seconds": 12265.699866146279, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0957427536231884, "fast_rcnn/fg_cls_accuracy": 0.8872023809523809, "iteration": 17419, "loss_box_reg": 0.1470632702112198, "loss_cls": 0.08649487048387527, "loss_rpn_cls": 0.01260168431326747, "loss_rpn_loc": 0.036519626155495644, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.28875945899972066, "total_loss": 0.31906832195818424} +{"data_time": 0.00363559349989373, "eta_seconds": 12259.45383710452, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0651473819807532, "fast_rcnn/fg_cls_accuracy": 0.9087969266679634, "iteration": 17439, "loss_box_reg": 0.12522093951702118, "loss_cls": 0.06574182957410812, "loss_rpn_cls": 0.007452514488250017, "loss_rpn_loc": 0.024457281455397606, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.28963136050015237, "total_loss": 0.23899631248787045} +{"data_time": 0.003705566999997245, "eta_seconds": 12255.47232760713, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07072937252964427, "fast_rcnn/fg_cls_accuracy": 0.9076936141304348, "iteration": 17459, "loss_box_reg": 0.11441697552800179, "loss_cls": 0.07722866907715797, "loss_rpn_cls": 0.01114816265180707, "loss_rpn_loc": 0.03436393104493618, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.28850318250033524, "total_loss": 0.2892350733745843} +{"data_time": 0.003846944000088115, "eta_seconds": 12252.001361997845, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07186290768380321, "fast_rcnn/fg_cls_accuracy": 0.9234195514573729, "iteration": 17479, "loss_box_reg": 0.13281267881393433, "loss_cls": 0.08491134271025658, "loss_rpn_cls": 0.013015714939683676, "loss_rpn_loc": 0.029239993542432785, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28852511349987253, "total_loss": 0.25832607317715883} +{"data_time": 0.0037741900000582973, "eta_seconds": 12253.288666252047, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07359819667511976, "fast_rcnn/fg_cls_accuracy": 0.9141869195811105, "iteration": 17499, "loss_box_reg": 0.13490979373455048, "loss_cls": 0.08373138681054115, "loss_rpn_cls": 0.011275147553533316, "loss_rpn_loc": 0.028522555716335773, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28948300799993376, "total_loss": 0.29180405335500836} +{"data_time": 0.0036304590003055637, "eta_seconds": 12250.380615837894, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10761904761904761, "fast_rcnn/fg_cls_accuracy": 0.8704761904761905, "iteration": 17519, "loss_box_reg": 0.13816992938518524, "loss_cls": 0.09663836285471916, "loss_rpn_cls": 0.011962045915424824, "loss_rpn_loc": 0.02574501559138298, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28959229750034865, "total_loss": 0.30319994734600186} +{"data_time": 0.003486427000098047, "eta_seconds": 12245.4276542344, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07532314923619271, "fast_rcnn/fg_cls_accuracy": 0.9204686337713861, "iteration": 17539, "loss_box_reg": 0.11334841325879097, "loss_cls": 0.06845493614673615, "loss_rpn_cls": 0.011791828088462353, "loss_rpn_loc": 0.022868406027555466, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2866808475000653, "total_loss": 0.2895345105789602} +{"data_time": 0.0036113674996158807, "eta_seconds": 12238.845417517896, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09331428960076174, "fast_rcnn/fg_cls_accuracy": 0.892681623931624, "iteration": 17559, "loss_box_reg": 0.14103864133358002, "loss_cls": 0.09648261219263077, "loss_rpn_cls": 0.010846605990082026, "loss_rpn_loc": 0.03653409704566002, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29139048150000235, "total_loss": 0.30873812548816204} +{"data_time": 0.0036775710000256367, "eta_seconds": 12235.540384197293, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06898031964073438, "fast_rcnn/fg_cls_accuracy": 0.9227763472918643, "iteration": 17579, "loss_box_reg": 0.10564082860946655, "loss_cls": 0.07140721380710602, "loss_rpn_cls": 0.014344017952680588, "loss_rpn_loc": 0.031568200327456, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2883272700005364, "total_loss": 0.2212660973891616} +{"data_time": 0.003777325500323059, "eta_seconds": 12231.621811610967, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.08651162790697675, "fast_rcnn/fg_cls_accuracy": 0.90146525070574, "iteration": 17599, "loss_box_reg": 0.15691126137971878, "loss_cls": 0.08461390808224678, "loss_rpn_cls": 0.011671502143144608, "loss_rpn_loc": 0.04045267030596733, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2910179044997676, "total_loss": 0.2994507886469364} +{"data_time": 0.003743833499811444, "eta_seconds": 12225.363177028494, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.0979654403567447, "fast_rcnn/fg_cls_accuracy": 0.8907933853586028, "iteration": 17619, "loss_box_reg": 0.11881202086806297, "loss_cls": 0.08974534273147583, "loss_rpn_cls": 0.012502036523073912, "loss_rpn_loc": 0.049081481993198395, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.28703612999970574, "total_loss": 0.30057273828424513} +{"data_time": 0.0035395044997130753, "eta_seconds": 12220.082545750956, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07019704433497537, "fast_rcnn/fg_cls_accuracy": 0.9127789046653144, "iteration": 17639, "loss_box_reg": 0.12003826349973679, "loss_cls": 0.07506576552987099, "loss_rpn_cls": 0.00977924233302474, "loss_rpn_loc": 0.03501443192362785, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.28952683050056294, "total_loss": 0.26174965570680797} +{"data_time": 0.0036049625005034613, "eta_seconds": 12214.414338286933, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.09925715188873083, "fast_rcnn/fg_cls_accuracy": 0.8808606294155427, "iteration": 17659, "loss_box_reg": 0.1316971518099308, "loss_cls": 0.09754878282546997, "loss_rpn_cls": 0.01446745079010725, "loss_rpn_loc": 0.035492271184921265, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28699760299969057, "total_loss": 0.2827940843999386} +{"data_time": 0.0036305984999671637, "eta_seconds": 12208.64465744693, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09807221191931681, "fast_rcnn/fg_cls_accuracy": 0.897096870206287, "iteration": 17679, "loss_box_reg": 0.12967421114444733, "loss_cls": 0.08822816610336304, "loss_rpn_cls": 0.014085296541452408, "loss_rpn_loc": 0.04064277559518814, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28847850100009964, "total_loss": 0.28518154937773943} +{"data_time": 0.0036853960004918918, "eta_seconds": 12204.714053705356, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.08338341346153846, "fast_rcnn/fg_cls_accuracy": 0.9004382621951219, "iteration": 17699, "loss_box_reg": 0.10152295976877213, "loss_cls": 0.07298273593187332, "loss_rpn_cls": 0.012305033393204212, "loss_rpn_loc": 0.044091733172535896, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2913430445000813, "total_loss": 0.26196844410151243} +{"data_time": 0.0036468490002334875, "eta_seconds": 12199.342436266743, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07531421205285208, "fast_rcnn/fg_cls_accuracy": 0.906158357771261, "iteration": 17719, "loss_box_reg": 0.13587027043104172, "loss_cls": 0.07916915789246559, "loss_rpn_cls": 0.01255449466407299, "loss_rpn_loc": 0.03258685767650604, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28685128000006443, "total_loss": 0.283130259020254} +{"data_time": 0.0036229785000614356, "eta_seconds": 12192.27002578301, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08802532327586207, "fast_rcnn/fg_cls_accuracy": 0.8993396918561996, "iteration": 17739, "loss_box_reg": 0.12024309113621712, "loss_cls": 0.08115095272660255, "loss_rpn_cls": 0.011934013571590185, "loss_rpn_loc": 0.0355895534157753, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2875875049999195, "total_loss": 0.27104994747787714} +{"data_time": 0.003568715500023245, "eta_seconds": 12187.800958086737, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.10106057960893855, "fast_rcnn/fg_cls_accuracy": 0.891927374301676, "iteration": 17759, "loss_box_reg": 0.13049529492855072, "loss_cls": 0.09440260007977486, "loss_rpn_cls": 0.012502700556069613, "loss_rpn_loc": 0.042486073449254036, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28550326899994616, "total_loss": 0.2950889691710472} +{"data_time": 0.0036083924997001304, "eta_seconds": 12182.42417381678, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07429410435961148, "fast_rcnn/fg_cls_accuracy": 0.9022566800498408, "iteration": 17779, "loss_box_reg": 0.12077974528074265, "loss_cls": 0.0722796618938446, "loss_rpn_cls": 0.009535385761409998, "loss_rpn_loc": 0.042344143614172935, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2893226255000627, "total_loss": 0.24965977109968662} +{"data_time": 0.00383105799983241, "eta_seconds": 12177.033470096558, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.085232084526354, "fast_rcnn/fg_cls_accuracy": 0.9076164874551971, "iteration": 17799, "loss_box_reg": 0.13218391686677933, "loss_cls": 0.0762629359960556, "loss_rpn_cls": 0.008881247602403164, "loss_rpn_loc": 0.04685257747769356, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.28816745199947036, "total_loss": 0.30499757267534733} +{"data_time": 0.00368671549949795, "eta_seconds": 12171.79360020822, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07136093073593074, "fast_rcnn/fg_cls_accuracy": 0.9064384361019258, "iteration": 17819, "loss_box_reg": 0.10391562059521675, "loss_cls": 0.06837553158402443, "loss_rpn_cls": 0.010623213835060596, "loss_rpn_loc": 0.045386265963315964, "lr": 0.00025, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28803451050043805, "total_loss": 0.23244284221436828} +{"data_time": 0.0037013675000707735, "eta_seconds": 12166.821026865255, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08641975308641975, "fast_rcnn/fg_cls_accuracy": 0.9013781223083549, "iteration": 17839, "loss_box_reg": 0.10803390294313431, "loss_cls": 0.0703471377491951, "loss_rpn_cls": 0.014299196191132069, "loss_rpn_loc": 0.026318872347474098, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.28928257399957147, "total_loss": 0.23577010072767735} +{"data_time": 0.003623628499553888, "eta_seconds": 12158.300792892187, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.10117365204985329, "fast_rcnn/fg_cls_accuracy": 0.8777856045081966, "iteration": 17859, "loss_box_reg": 0.14740755409002304, "loss_cls": 0.10888957232236862, "loss_rpn_cls": 0.014918305911123753, "loss_rpn_loc": 0.03225367330014706, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2866994484998031, "total_loss": 0.2844848330132663} +{"data_time": 0.003715082499638811, "eta_seconds": 12151.385286306504, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08559253246753247, "fast_rcnn/fg_cls_accuracy": 0.9094736842105262, "iteration": 17879, "loss_box_reg": 0.13182362914085388, "loss_cls": 0.07488153502345085, "loss_rpn_cls": 0.011855886317789555, "loss_rpn_loc": 0.03234713338315487, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2894731125002181, "total_loss": 0.275602363049984} +{"data_time": 0.0037933610001346096, "eta_seconds": 12146.32335135525, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07077625570776255, "fast_rcnn/fg_cls_accuracy": 0.916038961038961, "iteration": 17899, "loss_box_reg": 0.14630244672298431, "loss_cls": 0.07137260213494301, "loss_rpn_cls": 0.009892960544675589, "loss_rpn_loc": 0.023893991485238075, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.28798896850003075, "total_loss": 0.2657527541741729} +{"data_time": 0.0037601694998556923, "eta_seconds": 12142.936811208201, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09198983880989803, "fast_rcnn/fg_cls_accuracy": 0.8944309399152331, "iteration": 17919, "loss_box_reg": 0.13734888285398483, "loss_cls": 0.08065342903137207, "loss_rpn_cls": 0.012239478062838316, "loss_rpn_loc": 0.045617468655109406, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28927562850003596, "total_loss": 0.28398750885389745} +{"data_time": 0.0037815860000591783, "eta_seconds": 12136.63572872657, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07404972211194918, "fast_rcnn/fg_cls_accuracy": 0.921284224250326, "iteration": 17939, "loss_box_reg": 0.10898198559880257, "loss_cls": 0.06733036786317825, "loss_rpn_cls": 0.01564175495877862, "loss_rpn_loc": 0.03174685686826706, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.28812631499977215, "total_loss": 0.22351559344679117} +{"data_time": 0.0037728359998254746, "eta_seconds": 12132.190606485183, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07446462455950122, "fast_rcnn/fg_cls_accuracy": 0.9148625753012047, "iteration": 17959, "loss_box_reg": 0.105694480240345, "loss_cls": 0.0825420618057251, "loss_rpn_cls": 0.008114228956401348, "loss_rpn_loc": 0.031326353549957275, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29200789049991727, "total_loss": 0.2851972362259403} +{"data_time": 0.0037175180000303953, "eta_seconds": 12126.41886975517, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07726789425354019, "fast_rcnn/fg_cls_accuracy": 0.9138126856543771, "iteration": 17979, "loss_box_reg": 0.119046650826931, "loss_cls": 0.07072946801781654, "loss_rpn_cls": 0.010015410836786032, "loss_rpn_loc": 0.04813557118177414, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2873668345000624, "total_loss": 0.26125958911143243} +{"data_time": 0.0037763749996884144, "eta_seconds": 12120.647133025159, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06777719019918914, "fast_rcnn/fg_cls_accuracy": 0.9213819848404724, "iteration": 17999, "loss_box_reg": 0.10934369638562202, "loss_cls": 0.05962888523936272, "loss_rpn_cls": 0.014659352600574493, "loss_rpn_loc": 0.0300605408847332, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28563045399960174, "total_loss": 0.23871235456317663} +{"data_time": 0.003707427500103222, "eta_seconds": 12115.25071845811, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0699825479930192, "fast_rcnn/fg_cls_accuracy": 0.9245693456405433, "iteration": 18019, "loss_box_reg": 0.11165190488100052, "loss_cls": 0.07221699878573418, "loss_rpn_cls": 0.00948760425671935, "loss_rpn_loc": 0.0233896616846323, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.28663994650059976, "total_loss": 0.24546739365905523} +{"data_time": 0.0036500199998954486, "eta_seconds": 12109.47880291811, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0821078431372549, "fast_rcnn/fg_cls_accuracy": 0.9098972922502334, "iteration": 18039, "loss_box_reg": 0.15744833648204803, "loss_cls": 0.10009253770112991, "loss_rpn_cls": 0.00899855187162757, "loss_rpn_loc": 0.028613233007490635, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28751191200035464, "total_loss": 0.30539330455940217} +{"data_time": 0.0037523340001826, "eta_seconds": 12102.914179448662, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.054176348293995355, "fast_rcnn/fg_cls_accuracy": 0.9435538037330317, "iteration": 18059, "loss_box_reg": 0.11754501238465309, "loss_cls": 0.06835278868675232, "loss_rpn_cls": 0.014241090510040522, "loss_rpn_loc": 0.030585112050175667, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28887452550043236, "total_loss": 0.23397423839196563} +{"data_time": 0.0037699300000895164, "eta_seconds": 12097.142641928658, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.10042434559494733, "fast_rcnn/fg_cls_accuracy": 0.8905587923728814, "iteration": 18079, "loss_box_reg": 0.12154931575059891, "loss_cls": 0.07992115989327431, "loss_rpn_cls": 0.014715760480612516, "loss_rpn_loc": 0.04430993273854256, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28624000750005507, "total_loss": 0.26960785884875804} +{"data_time": 0.003896665500178642, "eta_seconds": 12091.788449375099, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.08023897058823529, "fast_rcnn/fg_cls_accuracy": 0.912109375, "iteration": 18099, "loss_box_reg": 0.14335233718156815, "loss_cls": 0.11155884340405464, "loss_rpn_cls": 0.008766387589275837, "loss_rpn_loc": 0.036336494609713554, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29003989950024334, "total_loss": 0.32379876752384007} +{"data_time": 0.003866599499815493, "eta_seconds": 12086.016712645087, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.08177649456521739, "fast_rcnn/fg_cls_accuracy": 0.8796436433681893, "iteration": 18119, "loss_box_reg": 0.14717979729175568, "loss_cls": 0.09418018534779549, "loss_rpn_cls": 0.00733581674285233, "loss_rpn_loc": 0.04201336205005646, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.287869047499953, "total_loss": 0.28703543078154325} +{"data_time": 0.0036715604996970796, "eta_seconds": 12080.244975915075, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06823461091753774, "fast_rcnn/fg_cls_accuracy": 0.9240561563270726, "iteration": 18139, "loss_box_reg": 0.12532809004187584, "loss_cls": 0.07868599519133568, "loss_rpn_cls": 0.013394714333117008, "loss_rpn_loc": 0.04500728286802769, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.2885048480002297, "total_loss": 0.3029028568416834} +{"data_time": 0.003945673000544048, "eta_seconds": 12073.680517608154, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06168384879725086, "fast_rcnn/fg_cls_accuracy": 0.9220284237726099, "iteration": 18159, "loss_box_reg": 0.11374366283416748, "loss_cls": 0.06424028426408768, "loss_rpn_cls": 0.011572791263461113, "loss_rpn_loc": 0.03897824324667454, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2884673664998445, "total_loss": 0.2397988848388195} +{"data_time": 0.003647864500180731, "eta_seconds": 12067.90915980815, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08134920634920634, "fast_rcnn/fg_cls_accuracy": 0.8902480216174484, "iteration": 18179, "loss_box_reg": 0.13028497248888016, "loss_cls": 0.08735164627432823, "loss_rpn_cls": 0.008488166378811002, "loss_rpn_loc": 0.025126466527581215, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.289457257000322, "total_loss": 0.2923597285989672} +{"data_time": 0.0037459089999174466, "eta_seconds": 12062.137802008147, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08596768528275378, "fast_rcnn/fg_cls_accuracy": 0.8861907866145154, "iteration": 18199, "loss_box_reg": 0.13160128891468048, "loss_cls": 0.0811876729130745, "loss_rpn_cls": 0.012170444242656231, "loss_rpn_loc": 0.030398680828511715, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2891833100002259, "total_loss": 0.2758664032444358} +{"data_time": 0.003761785500046244, "eta_seconds": 12056.573693900818, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07994951122569556, "fast_rcnn/fg_cls_accuracy": 0.9050593098490295, "iteration": 18219, "loss_box_reg": 0.11003242060542107, "loss_cls": 0.08074227720499039, "loss_rpn_cls": 0.01112248795107007, "loss_rpn_loc": 0.05645622871816158, "lr": 0.00025, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.289143247499851, "total_loss": 0.23960931529290974} +{"data_time": 0.0035756259994741413, "eta_seconds": 12051.75964751812, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0831555920153131, "fast_rcnn/fg_cls_accuracy": 0.9039811419591409, "iteration": 18239, "loss_box_reg": 0.12645161896944046, "loss_cls": 0.07870574295520782, "loss_rpn_cls": 0.010276795364916325, "loss_rpn_loc": 0.03227164037525654, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.29101952900009564, "total_loss": 0.26345118787139654} +{"data_time": 0.0035309090003465826, "eta_seconds": 12045.98773197812, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0929460712697707, "fast_rcnn/fg_cls_accuracy": 0.8988121704884711, "iteration": 18259, "loss_box_reg": 0.12454480677843094, "loss_cls": 0.07877206429839134, "loss_rpn_cls": 0.008555572014302015, "loss_rpn_loc": 0.04522806219756603, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.28821240949946514, "total_loss": 0.2898635440506041} +{"data_time": 0.003651079500286869, "eta_seconds": 12039.259322870803, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06966726084373143, "fast_rcnn/fg_cls_accuracy": 0.9205900816070307, "iteration": 18279, "loss_box_reg": 0.11850032210350037, "loss_cls": 0.06435641646385193, "loss_rpn_cls": 0.007555666146799922, "loss_rpn_loc": 0.031369113363325596, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2889304670002275, "total_loss": 0.238273570779711} +{"data_time": 0.003765219499655359, "eta_seconds": 12032.44886865009, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0801404853128991, "fast_rcnn/fg_cls_accuracy": 0.9102784955498133, "iteration": 18299, "loss_box_reg": 0.12210631370544434, "loss_cls": 0.06451618485152721, "loss_rpn_cls": 0.009533247910439968, "loss_rpn_loc": 0.024254603311419487, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2885033675001978, "total_loss": 0.21806435263715684} +{"data_time": 0.0036713259996759007, "eta_seconds": 12025.801150314255, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.049019607843137254, "fast_rcnn/fg_cls_accuracy": 0.944094304388422, "iteration": 18319, "loss_box_reg": 0.1195734441280365, "loss_cls": 0.05663340352475643, "loss_rpn_cls": 0.012809727806597948, "loss_rpn_loc": 0.02730612177401781, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2881922525002665, "total_loss": 0.23366940999403596} +{"data_time": 0.0036290885000198614, "eta_seconds": 12020.144969037356, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07983626440266828, "fast_rcnn/fg_cls_accuracy": 0.9036082474226804, "iteration": 18339, "loss_box_reg": 0.12499766796827316, "loss_cls": 0.07430471107363701, "loss_rpn_cls": 0.012450469192117453, "loss_rpn_loc": 0.03176671080291271, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2887059770000633, "total_loss": 0.28467016597278416} +{"data_time": 0.003690361499593564, "eta_seconds": 12014.921754792394, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.10580641492265697, "fast_rcnn/fg_cls_accuracy": 0.8820269487105188, "iteration": 18359, "loss_box_reg": 0.14441806077957153, "loss_cls": 0.11847501993179321, "loss_rpn_cls": 0.012896917294710875, "loss_rpn_loc": 0.03782133013010025, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2916318429997773, "total_loss": 0.32194723410066217} +{"data_time": 0.003614642999764328, "eta_seconds": 12009.806018601903, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.050726332779714146, "fast_rcnn/fg_cls_accuracy": 0.9362285384504401, "iteration": 18379, "loss_box_reg": 0.1327679455280304, "loss_cls": 0.06751363724470139, "loss_rpn_cls": 0.011710811872035265, "loss_rpn_loc": 0.03494162205606699, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2889578489998712, "total_loss": 0.24654679652303457} +{"data_time": 0.0037635594999301247, "eta_seconds": 12004.034848001902, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08060160178804246, "fast_rcnn/fg_cls_accuracy": 0.9108438731080241, "iteration": 18399, "loss_box_reg": 0.1290142834186554, "loss_cls": 0.07350752502679825, "loss_rpn_cls": 0.006169205531477928, "loss_rpn_loc": 0.03517735190689564, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29168917550032347, "total_loss": 0.23444483405910432} +{"data_time": 0.003678556000068056, "eta_seconds": 11998.652866208104, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08189655172413793, "fast_rcnn/fg_cls_accuracy": 0.8809389033548436, "iteration": 18419, "loss_box_reg": 0.12344901263713837, "loss_cls": 0.0890391431748867, "loss_rpn_cls": 0.010430983733385801, "loss_rpn_loc": 0.028599205426871777, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2901830510004402, "total_loss": 0.26508487202227116} +{"data_time": 0.003702837000219006, "eta_seconds": 11992.4925068019, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.0939095364508883, "fast_rcnn/fg_cls_accuracy": 0.9000663671635696, "iteration": 18439, "loss_box_reg": 0.13460402935743332, "loss_cls": 0.09124768897891045, "loss_rpn_cls": 0.009835234843194485, "loss_rpn_loc": 0.03985951840877533, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.28869663149998814, "total_loss": 0.3309229831211269} +{"data_time": 0.0038867104999553703, "eta_seconds": 11986.7213362019, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07778323594808419, "fast_rcnn/fg_cls_accuracy": 0.9128820281514892, "iteration": 18459, "loss_box_reg": 0.1137278862297535, "loss_cls": 0.07498620823025703, "loss_rpn_cls": 0.012059088796377182, "loss_rpn_loc": 0.040606144815683365, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2874724244998106, "total_loss": 0.255607615923509} +{"data_time": 0.0036999570002080873, "eta_seconds": 11982.908560213109, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.12230436466942149, "fast_rcnn/fg_cls_accuracy": 0.8675522098993258, "iteration": 18479, "loss_box_reg": 0.14580444991588593, "loss_cls": 0.11244222894310951, "loss_rpn_cls": 0.013615858741104603, "loss_rpn_loc": 0.041791852563619614, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29038656049988276, "total_loss": 0.3139674225822091} +{"data_time": 0.0037331479998101713, "eta_seconds": 11976.35371477486, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0484375, "fast_rcnn/fg_cls_accuracy": 0.947265625, "iteration": 18499, "loss_box_reg": 0.13299661129713058, "loss_cls": 0.06067264825105667, "loss_rpn_cls": 0.016071518417447805, "loss_rpn_loc": 0.03963436931371689, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 193.0, "rpn/num_pos_anchors": 63.0, "time": 0.28977132150021134, "total_loss": 0.2559629287570715} +{"data_time": 0.003573521000362234, "eta_seconds": 11970.00183875074, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.05980885654037141, "fast_rcnn/fg_cls_accuracy": 0.9250969162137417, "iteration": 18519, "loss_box_reg": 0.12025108933448792, "loss_cls": 0.07843248918652534, "loss_rpn_cls": 0.008776182308793068, "loss_rpn_loc": 0.030231173150241375, "lr": 0.00025, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2880573729999014, "total_loss": 0.28065985767170787} +{"data_time": 0.0038023014999453153, "eta_seconds": 11965.780654049959, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06719514460890567, "fast_rcnn/fg_cls_accuracy": 0.9091465748182166, "iteration": 18539, "loss_box_reg": 0.12465059012174606, "loss_cls": 0.0674743764102459, "loss_rpn_cls": 0.008328876458108425, "loss_rpn_loc": 0.022080307826399803, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.289382128500165, "total_loss": 0.2476391438394785} +{"data_time": 0.003631277999829763, "eta_seconds": 11959.038504584823, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07870370370370369, "fast_rcnn/fg_cls_accuracy": 0.8952588292210935, "iteration": 18559, "loss_box_reg": 0.12847782671451569, "loss_cls": 0.08779346942901611, "loss_rpn_cls": 0.011075244285166264, "loss_rpn_loc": 0.03348702937364578, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2887351784997918, "total_loss": 0.27811332838609815} +{"data_time": 0.0036075574998903903, "eta_seconds": 11956.476134398035, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09029743669290727, "fast_rcnn/fg_cls_accuracy": 0.9034784969170513, "iteration": 18579, "loss_box_reg": 0.14201198518276215, "loss_cls": 0.08373365551233292, "loss_rpn_cls": 0.01119367778301239, "loss_rpn_loc": 0.03746650740504265, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.29114196050022656, "total_loss": 0.2778344030957669} +{"data_time": 0.003720252499988419, "eta_seconds": 11951.97782310388, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08238644971669243, "fast_rcnn/fg_cls_accuracy": 0.890717806141792, "iteration": 18599, "loss_box_reg": 0.13848284631967545, "loss_cls": 0.09660796821117401, "loss_rpn_cls": 0.012984185945242643, "loss_rpn_loc": 0.0360922459512949, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2909300500000427, "total_loss": 0.2900259494781494} +{"data_time": 0.003906926499894325, "eta_seconds": 11948.953145893265, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.09216513609663274, "fast_rcnn/fg_cls_accuracy": 0.9029535864978903, "iteration": 18619, "loss_box_reg": 0.1418548747897148, "loss_cls": 0.082065150141716, "loss_rpn_cls": 0.006608580471947789, "loss_rpn_loc": 0.03031819500029087, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28921185050012355, "total_loss": 0.2740770683158189} +{"data_time": 0.0037677495001844363, "eta_seconds": 11943.177914793268, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08408555729984302, "fast_rcnn/fg_cls_accuracy": 0.915914442700157, "iteration": 18639, "loss_box_reg": 0.13537266105413437, "loss_cls": 0.0821748673915863, "loss_rpn_cls": 0.014668831136077642, "loss_rpn_loc": 0.03329058922827244, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.28999241149995214, "total_loss": 0.2543310010805726} +{"data_time": 0.0036165484998491593, "eta_seconds": 11941.886606125117, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08516129032258064, "fast_rcnn/fg_cls_accuracy": 0.9081319524357498, "iteration": 18659, "loss_box_reg": 0.11422109603881836, "loss_cls": 0.07440619543194771, "loss_rpn_cls": 0.014772642869502306, "loss_rpn_loc": 0.039688969030976295, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.28976443649980865, "total_loss": 0.2535207364708185} +{"data_time": 0.003594011499899352, "eta_seconds": 11934.69271481932, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07730549341287596, "fast_rcnn/fg_cls_accuracy": 0.9128111718275653, "iteration": 18679, "loss_box_reg": 0.12008053809404373, "loss_cls": 0.07661246135830879, "loss_rpn_cls": 0.01048580789938569, "loss_rpn_loc": 0.025238800793886185, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28783468199981144, "total_loss": 0.24182272981852293} +{"data_time": 0.0036725859999933164, "eta_seconds": 11925.814844994147, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08339652847994608, "fast_rcnn/fg_cls_accuracy": 0.9111756859756097, "iteration": 18699, "loss_box_reg": 0.13482654839754105, "loss_cls": 0.08131429553031921, "loss_rpn_cls": 0.009091324638575315, "loss_rpn_loc": 0.03879813104867935, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28711532349962, "total_loss": 0.26137814833782613} +{"data_time": 0.0036566445000971726, "eta_seconds": 11921.00954688518, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.061208576998050684, "fast_rcnn/fg_cls_accuracy": 0.9352826510721248, "iteration": 18719, "loss_box_reg": 0.12869419902563095, "loss_cls": 0.07420738786458969, "loss_rpn_cls": 0.010598380118608475, "loss_rpn_loc": 0.025645279325544834, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2881374005005455, "total_loss": 0.2685721159214154} +{"data_time": 0.003605747500387224, "eta_seconds": 11915.717039198289, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08594838583063488, "fast_rcnn/fg_cls_accuracy": 0.8992147387496224, "iteration": 18739, "loss_box_reg": 0.13123760372400284, "loss_cls": 0.0726502425968647, "loss_rpn_cls": 0.00940186670050025, "loss_rpn_loc": 0.023315707221627235, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28795767199972033, "total_loss": 0.2521224752999842} +{"data_time": 0.0037964309999551915, "eta_seconds": 11913.693281582564, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07285902503293808, "fast_rcnn/fg_cls_accuracy": 0.921080368906456, "iteration": 18759, "loss_box_reg": 0.13472863286733627, "loss_cls": 0.08208708092570305, "loss_rpn_cls": 0.009721954818814993, "loss_rpn_loc": 0.03149512596428394, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2892835190000369, "total_loss": 0.31461471249349415} +{"data_time": 0.00358718149982451, "eta_seconds": 11901.175147338308, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0888797460914541, "fast_rcnn/fg_cls_accuracy": 0.9058660896742396, "iteration": 18779, "loss_box_reg": 0.14097732305526733, "loss_cls": 0.08344944939017296, "loss_rpn_cls": 0.0073488454800099134, "loss_rpn_loc": 0.03395108878612518, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.28481867149957907, "total_loss": 0.2775585527997464} +{"data_time": 0.00370777249963794, "eta_seconds": 11898.389287808277, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.10509574708560726, "fast_rcnn/fg_cls_accuracy": 0.8878140738090652, "iteration": 18799, "loss_box_reg": 0.12243135273456573, "loss_cls": 0.08240316808223724, "loss_rpn_cls": 0.012826805002987385, "loss_rpn_loc": 0.024406641721725464, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.29041013149981154, "total_loss": 0.2465539718978107} +{"data_time": 0.003599502500037488, "eta_seconds": 11896.36007118259, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.1065126050420168, "fast_rcnn/fg_cls_accuracy": 0.8897879464285714, "iteration": 18819, "loss_box_reg": 0.15479572862386703, "loss_cls": 0.10286246612668037, "loss_rpn_cls": 0.012094865087419748, "loss_rpn_loc": 0.041161395609378815, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29112850399997114, "total_loss": 0.3053066344000399} +{"data_time": 0.003582756500236428, "eta_seconds": 11886.837453548269, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07558613659531091, "fast_rcnn/fg_cls_accuracy": 0.9135193033111348, "iteration": 18839, "loss_box_reg": 0.12606749683618546, "loss_cls": 0.07694553583860397, "loss_rpn_cls": 0.014478212222456932, "loss_rpn_loc": 0.03654955327510834, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2878534975002367, "total_loss": 0.2656275490298867} +{"data_time": 0.003889360999892233, "eta_seconds": 11887.491348165122, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.055532247162203105, "fast_rcnn/fg_cls_accuracy": 0.9378191856452727, "iteration": 18859, "loss_box_reg": 0.11023221164941788, "loss_cls": 0.06636650674045086, "loss_rpn_cls": 0.007149422075599432, "loss_rpn_loc": 0.036767369136214256, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.290582834500583, "total_loss": 0.22454207064583898} +{"data_time": 0.003702346499721898, "eta_seconds": 11880.934335384154, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09555690809494827, "fast_rcnn/fg_cls_accuracy": 0.8914298052763819, "iteration": 18879, "loss_box_reg": 0.13273248076438904, "loss_cls": 0.08771687000989914, "loss_rpn_cls": 0.0141122005879879, "loss_rpn_loc": 0.03630112111568451, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2874190674997408, "total_loss": 0.2867300068028271} +{"data_time": 0.003812412500337814, "eta_seconds": 11876.730663902163, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0906480299724155, "fast_rcnn/fg_cls_accuracy": 0.8839183369992875, "iteration": 18899, "loss_box_reg": 0.13626430928707123, "loss_cls": 0.08393984660506248, "loss_rpn_cls": 0.012762472033500671, "loss_rpn_loc": 0.03533085808157921, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2905970144997809, "total_loss": 0.284169778926298} +{"data_time": 0.0039872850002211635, "eta_seconds": 11870.1542193151, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07717021933889404, "fast_rcnn/fg_cls_accuracy": 0.9187758478081058, "iteration": 18919, "loss_box_reg": 0.15310536324977875, "loss_cls": 0.0799046978354454, "loss_rpn_cls": 0.009646212216466665, "loss_rpn_loc": 0.03819946013391018, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2893272609999258, "total_loss": 0.2932965874206275} +{"data_time": 0.003926792500351439, "eta_seconds": 11864.001325078943, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06377963362068965, "fast_rcnn/fg_cls_accuracy": 0.9329728626810855, "iteration": 18939, "loss_box_reg": 0.10884494334459305, "loss_cls": 0.06322874128818512, "loss_rpn_cls": 0.009881190489977598, "loss_rpn_loc": 0.03070763684809208, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2880697774994587, "total_loss": 0.2467605657875538} +{"data_time": 0.0036514400003397895, "eta_seconds": 11856.732260759672, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06439393939393939, "fast_rcnn/fg_cls_accuracy": 0.9293051581187175, "iteration": 18959, "loss_box_reg": 0.11118397489190102, "loss_cls": 0.07029115408658981, "loss_rpn_cls": 0.009683511219918728, "loss_rpn_loc": 0.03447895124554634, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28949261400020987, "total_loss": 0.2135828429600224} +{"data_time": 0.003727093500401679, "eta_seconds": 11852.817090465078, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08617372182517867, "fast_rcnn/fg_cls_accuracy": 0.9138262781748213, "iteration": 18979, "loss_box_reg": 0.12267165258526802, "loss_cls": 0.07659366354346275, "loss_rpn_cls": 0.012013512663543224, "loss_rpn_loc": 0.04055550694465637, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2893641030004801, "total_loss": 0.27169976639561355} +{"data_time": 0.0036344390000522253, "eta_seconds": 11847.833509002157, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07567407016270089, "fast_rcnn/fg_cls_accuracy": 0.891172372611465, "iteration": 18999, "loss_box_reg": 0.11261500790715218, "loss_cls": 0.06671096011996269, "loss_rpn_cls": 0.012128487229347229, "loss_rpn_loc": 0.03296433202922344, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2879114950001167, "total_loss": 0.23827902256743982} +{"data_time": 0.0035683005003193102, "eta_seconds": 11843.692950181485, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08436046511627907, "fast_rcnn/fg_cls_accuracy": 0.9003042990331491, "iteration": 19019, "loss_box_reg": 0.1397351324558258, "loss_cls": 0.09275733679533005, "loss_rpn_cls": 0.014469660818576813, "loss_rpn_loc": 0.05333840660750866, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.28806311300013476, "total_loss": 0.29391940776258707} +{"data_time": 0.00369253650023893, "eta_seconds": 11838.450954258442, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0794010889292196, "fast_rcnn/fg_cls_accuracy": 0.9076678765880217, "iteration": 19039, "loss_box_reg": 0.14255928248167038, "loss_cls": 0.08268679678440094, "loss_rpn_cls": 0.010210191830992699, "loss_rpn_loc": 0.03785770200192928, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2883286745004625, "total_loss": 0.2811273941770196} +{"data_time": 0.003696052000123018, "eta_seconds": 11832.451820552778, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.10320060483870969, "fast_rcnn/fg_cls_accuracy": 0.8692783973029046, "iteration": 19059, "loss_box_reg": 0.1638825684785843, "loss_cls": 0.10688665509223938, "loss_rpn_cls": 0.014771017245948315, "loss_rpn_loc": 0.041570330038666725, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2881033544999809, "total_loss": 0.3514253022149205} +{"data_time": 0.003682326499983901, "eta_seconds": 11826.352257721483, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08051529790660225, "fast_rcnn/fg_cls_accuracy": 0.9113756613756614, "iteration": 19079, "loss_box_reg": 0.10505867749452591, "loss_cls": 0.07390854880213737, "loss_rpn_cls": 0.012817543931305408, "loss_rpn_loc": 0.029636851511895657, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28805736200001775, "total_loss": 0.253902324475348} +{"data_time": 0.0036554999996951665, "eta_seconds": 11817.77043827883, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08293357090643275, "fast_rcnn/fg_cls_accuracy": 0.9044358864641278, "iteration": 19099, "loss_box_reg": 0.11435241997241974, "loss_cls": 0.06852565333247185, "loss_rpn_cls": 0.010279757902026176, "loss_rpn_loc": 0.03907983750104904, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28598760100021536, "total_loss": 0.23599025839939713} +{"data_time": 0.00395616850028091, "eta_seconds": 11815.11066009276, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08747826086956521, "fast_rcnn/fg_cls_accuracy": 0.9097037037037037, "iteration": 19119, "loss_box_reg": 0.1116747111082077, "loss_cls": 0.07431339472532272, "loss_rpn_cls": 0.006135697243735194, "loss_rpn_loc": 0.03454814292490482, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29123543950072417, "total_loss": 0.24314229749143124} +{"data_time": 0.003656090500044229, "eta_seconds": 11809.01156526148, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08203125, "fast_rcnn/fg_cls_accuracy": 0.8956473214285714, "iteration": 19139, "loss_box_reg": 0.143385611474514, "loss_cls": 0.08990193530917168, "loss_rpn_cls": 0.005131883546710014, "loss_rpn_loc": 0.02873301412910223, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28814014149975264, "total_loss": 0.27277933340519667} +{"data_time": 0.003711698000188335, "eta_seconds": 11803.549886452747, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.074579945799458, "fast_rcnn/fg_cls_accuracy": 0.9185365853658537, "iteration": 19159, "loss_box_reg": 0.1229190081357956, "loss_cls": 0.08892245963215828, "loss_rpn_cls": 0.012626790907233953, "loss_rpn_loc": 0.03887134790420532, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2882153394998568, "total_loss": 0.25513868406414986} +{"data_time": 0.0039017415001580957, "eta_seconds": 11795.818630182148, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07861145703611457, "fast_rcnn/fg_cls_accuracy": 0.9213885429638854, "iteration": 19179, "loss_box_reg": 0.1278396174311638, "loss_cls": 0.07954882085323334, "loss_rpn_cls": 0.009913832880556583, "loss_rpn_loc": 0.047247208654880524, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2867214249999961, "total_loss": 0.27758773788809776} +{"data_time": 0.003617213499637728, "eta_seconds": 11790.039199202147, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.0895074088906688, "fast_rcnn/fg_cls_accuracy": 0.9037444933920704, "iteration": 19199, "loss_box_reg": 0.11511170864105225, "loss_cls": 0.08498804643750191, "loss_rpn_cls": 0.009891305584460497, "loss_rpn_loc": 0.029351888224482536, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.28938207799956217, "total_loss": 0.25560204312205315} +{"data_time": 0.0035849515002155385, "eta_seconds": 11784.730797610046, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08600341264574841, "fast_rcnn/fg_cls_accuracy": 0.8989051094890511, "iteration": 19219, "loss_box_reg": 0.121953584253788, "loss_cls": 0.09437085315585136, "loss_rpn_cls": 0.010410627350211143, "loss_rpn_loc": 0.028767856769263744, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2903172014998745, "total_loss": 0.26434398209676147} +{"data_time": 0.003619542999786063, "eta_seconds": 11776.76976232151, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07185349770642202, "fast_rcnn/fg_cls_accuracy": 0.924240252293578, "iteration": 19239, "loss_box_reg": 0.1187288761138916, "loss_cls": 0.06373042799532413, "loss_rpn_cls": 0.008849051780998707, "loss_rpn_loc": 0.042209064587950706, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28874309350021576, "total_loss": 0.20893586991587654} +{"data_time": 0.0037136474998078484, "eta_seconds": 11770.386548325496, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06600935828877005, "fast_rcnn/fg_cls_accuracy": 0.9270727027799323, "iteration": 19259, "loss_box_reg": 0.11621396988630295, "loss_cls": 0.06568702310323715, "loss_rpn_cls": 0.010754426941275597, "loss_rpn_loc": 0.04239155538380146, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28795469199985746, "total_loss": 0.2274463411886245} +{"data_time": 0.003875670000070386, "eta_seconds": 11767.855245947612, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.08547298177931861, "fast_rcnn/fg_cls_accuracy": 0.9093657951672184, "iteration": 19279, "loss_box_reg": 0.13346374779939651, "loss_cls": 0.07190415263175964, "loss_rpn_cls": 0.006777475122362375, "loss_rpn_loc": 0.03022087924182415, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2916774704999625, "total_loss": 0.24402870843186975} +{"data_time": 0.003753734499696293, "eta_seconds": 11764.581580955564, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.11639721820809248, "fast_rcnn/fg_cls_accuracy": 0.8713721848154168, "iteration": 19299, "loss_box_reg": 0.16213277727365494, "loss_cls": 0.13190984725952148, "loss_rpn_cls": 0.01253873249515891, "loss_rpn_loc": 0.041920239105820656, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2909189100000731, "total_loss": 0.333356429124251} +{"data_time": 0.0036436944997149112, "eta_seconds": 11757.972153965893, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05477941176470588, "fast_rcnn/fg_cls_accuracy": 0.9224708686440678, "iteration": 19319, "loss_box_reg": 0.1246119812130928, "loss_cls": 0.08437063917517662, "loss_rpn_cls": 0.009405397810041904, "loss_rpn_loc": 0.023703928105533123, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2886619200003224, "total_loss": 0.24564916628878564} +{"data_time": 0.003677221000089048, "eta_seconds": 11753.226521645583, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06449938949938949, "fast_rcnn/fg_cls_accuracy": 0.9316544566544567, "iteration": 19339, "loss_box_reg": 0.11968787759542465, "loss_cls": 0.06909447908401489, "loss_rpn_cls": 0.013190817087888718, "loss_rpn_loc": 0.049765124917030334, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2912534349998168, "total_loss": 0.25875107990577817} +{"data_time": 0.003646463999757543, "eta_seconds": 11745.429026241472, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06103723404255319, "fast_rcnn/fg_cls_accuracy": 0.9287997159090908, "iteration": 19359, "loss_box_reg": 0.13954422622919083, "loss_cls": 0.06442998722195625, "loss_rpn_cls": 0.008829993661493063, "loss_rpn_loc": 0.03717860020697117, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28822371449996353, "total_loss": 0.2629515081644058} +{"data_time": 0.0036336739999569545, "eta_seconds": 11739.648795421472, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.06976570102552586, "fast_rcnn/fg_cls_accuracy": 0.8870221890732799, "iteration": 19379, "loss_box_reg": 0.13061942160129547, "loss_cls": 0.08300244063138962, "loss_rpn_cls": 0.011647670529782772, "loss_rpn_loc": 0.0474337674677372, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28871037750013784, "total_loss": 0.2753681782633066} +{"data_time": 0.0036898465000376746, "eta_seconds": 11733.868564601471, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07334125905797101, "fast_rcnn/fg_cls_accuracy": 0.9111496624156039, "iteration": 19399, "loss_box_reg": 0.13030996918678284, "loss_cls": 0.08668483793735504, "loss_rpn_cls": 0.011571074835956097, "loss_rpn_loc": 0.035793889313936234, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2900727860005645, "total_loss": 0.2745713540352881} +{"data_time": 0.0037173530004110944, "eta_seconds": 11727.396018677655, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05747298919567827, "fast_rcnn/fg_cls_accuracy": 0.9324675324675324, "iteration": 19419, "loss_box_reg": 0.1119757629930973, "loss_cls": 0.05719129927456379, "loss_rpn_cls": 0.009162364061921835, "loss_rpn_loc": 0.02335803396999836, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28907581949988526, "total_loss": 0.23032899596728384} +{"data_time": 0.0036973470000702946, "eta_seconds": 11722.918165925403, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09692888480767269, "fast_rcnn/fg_cls_accuracy": 0.8854955205222586, "iteration": 19439, "loss_box_reg": 0.14409347623586655, "loss_cls": 0.09187252447009087, "loss_rpn_cls": 0.010740687139332294, "loss_rpn_loc": 0.03270670399069786, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2927343139999721, "total_loss": 0.28806716576218605} +{"data_time": 0.003711977499733621, "eta_seconds": 11721.21938389745, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.07124233739351962, "fast_rcnn/fg_cls_accuracy": 0.8928928118336168, "iteration": 19459, "loss_box_reg": 0.13449497520923615, "loss_cls": 0.1019820086658001, "loss_rpn_cls": 0.012768033891916275, "loss_rpn_loc": 0.03503119945526123, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2906661030001487, "total_loss": 0.31285396637395024} +{"data_time": 0.0037601994999931776, "eta_seconds": 11714.348613188613, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08354962749339101, "fast_rcnn/fg_cls_accuracy": 0.902734778121775, "iteration": 19479, "loss_box_reg": 0.1362505406141281, "loss_cls": 0.08155716955661774, "loss_rpn_cls": 0.010315555613487959, "loss_rpn_loc": 0.047108886763453484, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.2902161669999259, "total_loss": 0.3062903373502195} +{"data_time": 0.00369795200003864, "eta_seconds": 11705.576571005395, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07789479742173112, "fast_rcnn/fg_cls_accuracy": 0.9097381133994407, "iteration": 19499, "loss_box_reg": 0.11217019706964493, "loss_cls": 0.07363729178905487, "loss_rpn_cls": 0.009474730119109154, "loss_rpn_loc": 0.03278743103146553, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2869004735002818, "total_loss": 0.2447877824306488} +{"data_time": 0.0036232229999768606, "eta_seconds": 11699.191005047032, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0892390289449113, "fast_rcnn/fg_cls_accuracy": 0.9077464788732394, "iteration": 19519, "loss_box_reg": 0.13561886548995972, "loss_cls": 0.09182274341583252, "loss_rpn_cls": 0.008793084416538477, "loss_rpn_loc": 0.029786952771246433, "lr": 0.00025, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28556885650004915, "total_loss": 0.2682244433090091} +{"data_time": 0.0036648100003731088, "eta_seconds": 11693.097409620732, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08159210095050803, "fast_rcnn/fg_cls_accuracy": 0.9125586854460094, "iteration": 19539, "loss_box_reg": 0.13475508242845535, "loss_cls": 0.07939798757433891, "loss_rpn_cls": 0.010386090259999037, "loss_rpn_loc": 0.031541215255856514, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2881047195000974, "total_loss": 0.2857481329701841} +{"data_time": 0.004225575999953435, "eta_seconds": 11688.789448909629, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07441708851050774, "fast_rcnn/fg_cls_accuracy": 0.9121777003484322, "iteration": 19559, "loss_box_reg": 0.11116396635770798, "loss_cls": 0.07456354051828384, "loss_rpn_cls": 0.008939070627093315, "loss_rpn_loc": 0.029618111439049244, "lr": 0.00025, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29132103899974027, "total_loss": 0.21906845411285758} +{"data_time": 0.003489876500225364, "eta_seconds": 11681.850306917022, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0794357554441368, "fast_rcnn/fg_cls_accuracy": 0.9141420049128552, "iteration": 19579, "loss_box_reg": 0.12079187482595444, "loss_cls": 0.07512044161558151, "loss_rpn_cls": 0.01095518283545971, "loss_rpn_loc": 0.028711119666695595, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2892026750000696, "total_loss": 0.26914516650140285} +{"data_time": 0.00371840749949115, "eta_seconds": 11673.814845219567, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07780160091480846, "fast_rcnn/fg_cls_accuracy": 0.9098292562217194, "iteration": 19599, "loss_box_reg": 0.12809614092111588, "loss_cls": 0.08508380502462387, "loss_rpn_cls": 0.01138693606480956, "loss_rpn_loc": 0.02918564435094595, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2891237710000496, "total_loss": 0.275054405326955} +{"data_time": 0.0036401940001269395, "eta_seconds": 11666.617724655653, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.09207094418362025, "fast_rcnn/fg_cls_accuracy": 0.8811914323962516, "iteration": 19619, "loss_box_reg": 0.14490973949432373, "loss_cls": 0.1287340745329857, "loss_rpn_cls": 0.01502844039350748, "loss_rpn_loc": 0.04076697863638401, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28838058199971783, "total_loss": 0.3476447977591306} +{"data_time": 0.0036779209999622253, "eta_seconds": 11660.380619331154, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05177803036453682, "fast_rcnn/fg_cls_accuracy": 0.9366399082568808, "iteration": 19639, "loss_box_reg": 0.12582038342952728, "loss_cls": 0.08917300030589104, "loss_rpn_cls": 0.007993458770215511, "loss_rpn_loc": 0.02366969734430313, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.28917420900052093, "total_loss": 0.27703929133713245} +{"data_time": 0.003600532500058762, "eta_seconds": 11654.426348610523, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09654017857142858, "fast_rcnn/fg_cls_accuracy": 0.8927562550443906, "iteration": 19659, "loss_box_reg": 0.14581670612096786, "loss_cls": 0.09537726268172264, "loss_rpn_cls": 0.007497622165828943, "loss_rpn_loc": 0.02807946503162384, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2892684079997707, "total_loss": 0.30389742529951036} +{"data_time": 0.00355574000013803, "eta_seconds": 11648.648249280523, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06190557065217391, "fast_rcnn/fg_cls_accuracy": 0.9341881793478262, "iteration": 19679, "loss_box_reg": 0.12407850846648216, "loss_cls": 0.07102601230144501, "loss_rpn_cls": 0.012434917967766523, "loss_rpn_loc": 0.0367207620292902, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2864767784999458, "total_loss": 0.25234756933059543} +{"data_time": 0.004488464000587555, "eta_seconds": 11643.504068935681, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06725019669551534, "fast_rcnn/fg_cls_accuracy": 0.9164041095890412, "iteration": 19699, "loss_box_reg": 0.11364180967211723, "loss_cls": 0.07324842363595963, "loss_rpn_cls": 0.011123076546937227, "loss_rpn_loc": 0.03526020422577858, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2894840184999339, "total_loss": 0.24881162424571812} +{"data_time": 0.00415072300029351, "eta_seconds": 11640.239247860045, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07593816773504274, "fast_rcnn/fg_cls_accuracy": 0.9022102029914529, "iteration": 19719, "loss_box_reg": 0.17017801851034164, "loss_cls": 0.11397979408502579, "loss_rpn_cls": 0.012057354673743248, "loss_rpn_loc": 0.03899477608501911, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2908983739998803, "total_loss": 0.3223701568786055} +{"data_time": 0.0035657600001286482, "eta_seconds": 11637.349388266339, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08780590717299577, "fast_rcnn/fg_cls_accuracy": 0.9077496483825598, "iteration": 19739, "loss_box_reg": 0.14685337245464325, "loss_cls": 0.08179328590631485, "loss_rpn_cls": 0.01215024758130312, "loss_rpn_loc": 0.03707663342356682, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2903706195002087, "total_loss": 0.3049303435254842} +{"data_time": 0.003635088999999425, "eta_seconds": 11628.860842909853, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07583465818759937, "fast_rcnn/fg_cls_accuracy": 0.9212241653418125, "iteration": 19759, "loss_box_reg": 0.12615486979484558, "loss_cls": 0.07284396514296532, "loss_rpn_cls": 0.00836872449144721, "loss_rpn_loc": 0.026280277408659458, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2869722564996664, "total_loss": 0.23447536735329777} +{"data_time": 0.003576036500362534, "eta_seconds": 11627.510921793155, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07451907915484074, "fast_rcnn/fg_cls_accuracy": 0.9139773895169578, "iteration": 19779, "loss_box_reg": 0.11951937153935432, "loss_cls": 0.08551065623760223, "loss_rpn_cls": 0.00887632230296731, "loss_rpn_loc": 0.02850567363202572, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.28991693799980567, "total_loss": 0.24993280367925763} +{"data_time": 0.0035895265000362997, "eta_seconds": 11621.728967083163, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.060149020550414614, "fast_rcnn/fg_cls_accuracy": 0.9393067123958844, "iteration": 19799, "loss_box_reg": 0.09595783799886703, "loss_cls": 0.05605964735150337, "loss_rpn_cls": 0.008724524173885584, "loss_rpn_loc": 0.0397645328193903, "lr": 0.00025, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28976014650015713, "total_loss": 0.20235724281519651} +{"data_time": 0.0036939615001756465, "eta_seconds": 11615.06299210604, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07771455038708397, "fast_rcnn/fg_cls_accuracy": 0.8993298368298368, "iteration": 19819, "loss_box_reg": 0.1383400410413742, "loss_cls": 0.08246367424726486, "loss_rpn_cls": 0.011685141362249851, "loss_rpn_loc": 0.032957589253783226, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28922245600006136, "total_loss": 0.2690631584264338} +{"data_time": 0.0036495345002549584, "eta_seconds": 11611.351022627568, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08861111111111111, "fast_rcnn/fg_cls_accuracy": 0.8923611111111112, "iteration": 19839, "loss_box_reg": 0.13989073038101196, "loss_cls": 0.07997674122452736, "loss_rpn_cls": 0.013501993846148252, "loss_rpn_loc": 0.048184555023908615, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2897295700004179, "total_loss": 0.27964354446157813} +{"data_time": 0.0035779265008386574, "eta_seconds": 11603.093103719166, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07924641148325359, "fast_rcnn/fg_cls_accuracy": 0.9111282051282051, "iteration": 19859, "loss_box_reg": 0.10864387825131416, "loss_cls": 0.06733349338173866, "loss_rpn_cls": 0.012410830706357956, "loss_rpn_loc": 0.02690230682492256, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2875770395003201, "total_loss": 0.23899166146293283} +{"data_time": 0.003627343000516703, "eta_seconds": 11599.680396338117, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08091128660207875, "fast_rcnn/fg_cls_accuracy": 0.9167412955575456, "iteration": 19879, "loss_box_reg": 0.14670001715421677, "loss_cls": 0.09313495829701424, "loss_rpn_cls": 0.009341367986053228, "loss_rpn_loc": 0.03289275802671909, "lr": 0.00025, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2905868289999489, "total_loss": 0.29638931015506387} +{"data_time": 0.0034891665000031935, "eta_seconds": 11591.530479799167, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06159003831417624, "fast_rcnn/fg_cls_accuracy": 0.9263167388167388, "iteration": 19899, "loss_box_reg": 0.11359359323978424, "loss_cls": 0.0780605636537075, "loss_rpn_cls": 0.00841215020045638, "loss_rpn_loc": 0.03150537051260471, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2866727025002547, "total_loss": 0.232024090772029} +{"data_time": 0.003618283499235986, "eta_seconds": 11584.734943429721, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09160058052143265, "fast_rcnn/fg_cls_accuracy": 0.8930441092624268, "iteration": 19919, "loss_box_reg": 0.13758253306150436, "loss_cls": 0.08502805233001709, "loss_rpn_cls": 0.01051953062415123, "loss_rpn_loc": 0.02293817326426506, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.2879156299995884, "total_loss": 0.25358503859024495} +{"data_time": 0.0037291534990799846, "eta_seconds": 11579.696449389303, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.09677333047945205, "fast_rcnn/fg_cls_accuracy": 0.9024364739098609, "iteration": 19939, "loss_box_reg": 0.12915470451116562, "loss_cls": 0.10360579192638397, "loss_rpn_cls": 0.009594860021024942, "loss_rpn_loc": 0.035272128880023956, "lr": 0.00025, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2890345420000813, "total_loss": 0.3077123879920691} +{"data_time": 0.0035871965001206263, "eta_seconds": 11573.592550519097, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07343879606588458, "fast_rcnn/fg_cls_accuracy": 0.9208140774973339, "iteration": 19959, "loss_box_reg": 0.13120783865451813, "loss_cls": 0.07709372043609619, "loss_rpn_cls": 0.009454104118049145, "loss_rpn_loc": 0.03327900543808937, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2881789575003495, "total_loss": 0.269276880659163} +{"data_time": 0.003778416000386642, "eta_seconds": 11570.719108344838, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06934770331325302, "fast_rcnn/fg_cls_accuracy": 0.9284780631961809, "iteration": 19979, "loss_box_reg": 0.1492665410041809, "loss_cls": 0.08035046607255936, "loss_rpn_cls": 0.008828908205032349, "loss_rpn_loc": 0.032692291773855686, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29036813950096985, "total_loss": 0.25970327225513756} +{"data_time": 0.0036831460001849337, "eta_seconds": 11564.936640024825, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07858106805475226, "fast_rcnn/fg_cls_accuracy": 0.9131678058306598, "iteration": 19999, "loss_box_reg": 0.12102194875478745, "loss_cls": 0.08043960109353065, "loss_rpn_cls": 0.010361804626882076, "loss_rpn_loc": 0.032421011477708817, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2872123079996527, "total_loss": 0.2344863407779485} +{"data_time": 0.003828257499662868, "eta_seconds": 11560.67049314639, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07310108509423187, "fast_rcnn/fg_cls_accuracy": 0.9033279684336224, "iteration": 20019, "loss_box_reg": 0.10872790217399597, "loss_cls": 0.0675845742225647, "loss_rpn_cls": 0.007940958254039288, "loss_rpn_loc": 0.033233363181352615, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2897393645007469, "total_loss": 0.23513045953586698} +{"data_time": 0.0036288179999246495, "eta_seconds": 11551.466330626117, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08103981598984772, "fast_rcnn/fg_cls_accuracy": 0.900390625, "iteration": 20039, "loss_box_reg": 0.1289411187171936, "loss_cls": 0.06906518712639809, "loss_rpn_cls": 0.010752150323241949, "loss_rpn_loc": 0.021870993077754974, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2870567054997082, "total_loss": 0.24916972895152867} +{"data_time": 0.00357602599888196, "eta_seconds": 11545.249450012398, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.901219512195122, "iteration": 20059, "loss_box_reg": 0.12977391481399536, "loss_cls": 0.09526832401752472, "loss_rpn_cls": 0.012177344877272844, "loss_rpn_loc": 0.044153522700071335, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2877148309999029, "total_loss": 0.2947306549176574} +{"data_time": 0.003739068999493611, "eta_seconds": 11542.788639064893, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.057859848484848486, "fast_rcnn/fg_cls_accuracy": 0.9391120507399577, "iteration": 20079, "loss_box_reg": 0.10373988002538681, "loss_cls": 0.06119273975491524, "loss_rpn_cls": 0.0075574887450784445, "loss_rpn_loc": 0.02021116577088833, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2894561619996239, "total_loss": 0.20878863125108182} +{"data_time": 0.00375512400023581, "eta_seconds": 11543.437299454126, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09712357954545454, "fast_rcnn/fg_cls_accuracy": 0.8961292613636364, "iteration": 20099, "loss_box_reg": 0.14909522980451584, "loss_cls": 0.08975596353411674, "loss_rpn_cls": 0.013575822580605745, "loss_rpn_loc": 0.0263516902923584, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29032795800048916, "total_loss": 0.29683787608519197} +{"data_time": 0.0036787210001421045, "eta_seconds": 11531.754358846374, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0611647461849891, "fast_rcnn/fg_cls_accuracy": 0.9352024631461093, "iteration": 20119, "loss_box_reg": 0.13574787229299545, "loss_cls": 0.06978501006960869, "loss_rpn_cls": 0.00889128539711237, "loss_rpn_loc": 0.026045868173241615, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2891747835001297, "total_loss": 0.24347475613467395} +{"data_time": 0.003823802499937301, "eta_seconds": 11530.234976131633, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09198835784313725, "fast_rcnn/fg_cls_accuracy": 0.9017532703488372, "iteration": 20139, "loss_box_reg": 0.13478390499949455, "loss_cls": 0.09281618893146515, "loss_rpn_cls": 0.00961080426350236, "loss_rpn_loc": 0.04551601968705654, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29105550099939137, "total_loss": 0.2841450688429177} +{"data_time": 0.003941623000173422, "eta_seconds": 11526.881144646322, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09989313909364506, "fast_rcnn/fg_cls_accuracy": 0.8944358229875851, "iteration": 20159, "loss_box_reg": 0.1540912166237831, "loss_cls": 0.08579793944954872, "loss_rpn_cls": 0.006990611320361495, "loss_rpn_loc": 0.03675083816051483, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2901943864999339, "total_loss": 0.3039944968186319} +{"data_time": 0.0037853160001759534, "eta_seconds": 11522.01802337675, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06520392816066531, "fast_rcnn/fg_cls_accuracy": 0.9213483146067416, "iteration": 20179, "loss_box_reg": 0.12580621242523193, "loss_cls": 0.059695446863770485, "loss_rpn_cls": 0.009836775716394186, "loss_rpn_loc": 0.028948377817869186, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2893151205007598, "total_loss": 0.23382357135415077} +{"data_time": 0.0037096474998179474, "eta_seconds": 11516.438131617815, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.09447261663286004, "fast_rcnn/fg_cls_accuracy": 0.9002391200382592, "iteration": 20199, "loss_box_reg": 0.14314062893390656, "loss_cls": 0.11302896589040756, "loss_rpn_cls": 0.012696458026766777, "loss_rpn_loc": 0.04766589030623436, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2905596124992371, "total_loss": 0.3246061229147017} +{"data_time": 0.0037519044999498874, "eta_seconds": 11509.521383886313, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07290404040404042, "fast_rcnn/fg_cls_accuracy": 0.9195959595959596, "iteration": 20219, "loss_box_reg": 0.10900348052382469, "loss_cls": 0.06192510947585106, "loss_rpn_cls": 0.006240101531147957, "loss_rpn_loc": 0.014112242497503757, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.287429652499668, "total_loss": 0.19802861125208437} +{"data_time": 0.00371556749996671, "eta_seconds": 11504.335212741098, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06403329935440027, "fast_rcnn/fg_cls_accuracy": 0.9241322453811356, "iteration": 20239, "loss_box_reg": 0.12417710572481155, "loss_cls": 0.08948793262243271, "loss_rpn_cls": 0.014257243368774652, "loss_rpn_loc": 0.029970998875796795, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28953260499929456, "total_loss": 0.2510122002568096} +{"data_time": 0.003682481000396365, "eta_seconds": 11499.327843758992, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06316425120772946, "fast_rcnn/fg_cls_accuracy": 0.9265873015873016, "iteration": 20259, "loss_box_reg": 0.1194598488509655, "loss_cls": 0.06647490337491035, "loss_rpn_cls": 0.012456096708774567, "loss_rpn_loc": 0.052435871213674545, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 193.75, "rpn/num_pos_anchors": 62.25, "time": 0.29056286350078153, "total_loss": 0.28230875253211707} +{"data_time": 0.0036803314997087, "eta_seconds": 11488.35684431997, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.09568632094087931, "fast_rcnn/fg_cls_accuracy": 0.8941743390943844, "iteration": 20279, "loss_box_reg": 0.13263972103595734, "loss_cls": 0.07066355273127556, "loss_rpn_cls": 0.008496978785842657, "loss_rpn_loc": 0.04101182147860527, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.285698577000403, "total_loss": 0.26587757281959057} +{"data_time": 0.004013371000837651, "eta_seconds": 11482.886636878175, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.10699926900584794, "fast_rcnn/fg_cls_accuracy": 0.8783808479532164, "iteration": 20299, "loss_box_reg": 0.13222359865903854, "loss_cls": 0.09174302965402603, "loss_rpn_cls": 0.015576995443552732, "loss_rpn_loc": 0.029764439910650253, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2912028279997685, "total_loss": 0.31928662094287574} +{"data_time": 0.0036698304993478814, "eta_seconds": 11477.101807338186, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08407506304702567, "fast_rcnn/fg_cls_accuracy": 0.8980363330883125, "iteration": 20319, "loss_box_reg": 0.1258929707109928, "loss_cls": 0.07209258154034615, "loss_rpn_cls": 0.013749079313129187, "loss_rpn_loc": 0.043799858540296555, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28605504400002246, "total_loss": 0.28350990382023156} +{"data_time": 0.0037124774999028887, "eta_seconds": 11467.868977108956, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0935034516765286, "fast_rcnn/fg_cls_accuracy": 0.895769427402863, "iteration": 20339, "loss_box_reg": 0.1381484717130661, "loss_cls": 0.0706377923488617, "loss_rpn_cls": 0.009317692834883928, "loss_rpn_loc": 0.04046126455068588, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.28706216550017416, "total_loss": 0.26820136315654963} +{"data_time": 0.003707996999764873, "eta_seconds": 11461.64980672398, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06682615629984051, "fast_rcnn/fg_cls_accuracy": 0.9199362041467305, "iteration": 20359, "loss_box_reg": 0.1312168687582016, "loss_cls": 0.0804557092487812, "loss_rpn_cls": 0.012628022115677595, "loss_rpn_loc": 0.03460457921028137, "lr": 0.00025, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2876471475001381, "total_loss": 0.27129897428676486} +{"data_time": 0.0036971865001760307, "eta_seconds": 11458.00592069776, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0834687717668911, "fast_rcnn/fg_cls_accuracy": 0.904631994427676, "iteration": 20379, "loss_box_reg": 0.13430482149124146, "loss_cls": 0.1019495390355587, "loss_rpn_cls": 0.013190046418458223, "loss_rpn_loc": 0.03811144083738327, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2915181524995205, "total_loss": 0.3091053650714457} +{"data_time": 0.0036026370007675723, "eta_seconds": 11450.084065243936, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08098172545686358, "fast_rcnn/fg_cls_accuracy": 0.9162558436039099, "iteration": 20399, "loss_box_reg": 0.11749781668186188, "loss_cls": 0.06701517105102539, "loss_rpn_cls": 0.008287257980555296, "loss_rpn_loc": 0.03168501704931259, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.28823605500019767, "total_loss": 0.2402067631483078} +{"data_time": 0.0037249930001053144, "eta_seconds": 11442.440083480114, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05411671395015405, "fast_rcnn/fg_cls_accuracy": 0.9321138211382114, "iteration": 20419, "loss_box_reg": 0.12108113616704941, "loss_cls": 0.05978319235146046, "loss_rpn_cls": 0.00849102484062314, "loss_rpn_loc": 0.025142432190477848, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2875101915005871, "total_loss": 0.22881707595661283} +{"data_time": 0.0039020004996928037, "eta_seconds": 11435.836037026256, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08123593206466134, "fast_rcnn/fg_cls_accuracy": 0.9102751756440282, "iteration": 20439, "loss_box_reg": 0.11841608956456184, "loss_cls": 0.08275210484862328, "loss_rpn_cls": 0.014097115956246853, "loss_rpn_loc": 0.022629366256296635, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2896208994998233, "total_loss": 0.27498795883730054} +{"data_time": 0.003938452500733547, "eta_seconds": 11429.067169019108, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06495678840256482, "fast_rcnn/fg_cls_accuracy": 0.9178538602941176, "iteration": 20459, "loss_box_reg": 0.1073877140879631, "loss_cls": 0.05850679986178875, "loss_rpn_cls": 0.00889593642205, "loss_rpn_loc": 0.026988523080945015, "lr": 0.00025, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28889977550079493, "total_loss": 0.21453278721310198} +{"data_time": 0.0038279575001070043, "eta_seconds": 11423.636498574197, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.055867665418227214, "fast_rcnn/fg_cls_accuracy": 0.9224759615384616, "iteration": 20479, "loss_box_reg": 0.13955697417259216, "loss_cls": 0.07535408064723015, "loss_rpn_cls": 0.008881381247192621, "loss_rpn_loc": 0.02629389613866806, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2905230565002057, "total_loss": 0.27218895638361573} +{"data_time": 0.00362308299918368, "eta_seconds": 11419.48003976313, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.06534489751349327, "fast_rcnn/fg_cls_accuracy": 0.9072932044383066, "iteration": 20499, "loss_box_reg": 0.12684565037488937, "loss_cls": 0.08769067749381065, "loss_rpn_cls": 0.010463085025548935, "loss_rpn_loc": 0.05267859622836113, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.29128550150016963, "total_loss": 0.2699078284204006} +{"data_time": 0.0036169720006000716, "eta_seconds": 11413.698024553123, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08384074941451991, "fast_rcnn/fg_cls_accuracy": 0.904667363288053, "iteration": 20519, "loss_box_reg": 0.10474120825529099, "loss_cls": 0.06096501834690571, "loss_rpn_cls": 0.010570206679403782, "loss_rpn_loc": 0.040441133081912994, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2865073399989342, "total_loss": 0.23611802607774734} +{"data_time": 0.0038098309996712487, "eta_seconds": 11409.814706163343, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08106617647058824, "fast_rcnn/fg_cls_accuracy": 0.9007042253521127, "iteration": 20539, "loss_box_reg": 0.10377522557973862, "loss_cls": 0.06082776561379433, "loss_rpn_cls": 0.014997459016740322, "loss_rpn_loc": 0.035416657105088234, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29334859700065863, "total_loss": 0.24931967840529978} +{"data_time": 0.003749773500203446, "eta_seconds": 11402.13399413311, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06857738780207134, "fast_rcnn/fg_cls_accuracy": 0.9194109461966604, "iteration": 20559, "loss_box_reg": 0.11039508506655693, "loss_cls": 0.06590350717306137, "loss_rpn_cls": 0.01113498117774725, "loss_rpn_loc": 0.03703873232007027, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2880931329991654, "total_loss": 0.25237239338457584} +{"data_time": 0.003664164500150946, "eta_seconds": 11396.874116523577, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.07492450105042017, "fast_rcnn/fg_cls_accuracy": 0.905001024800164, "iteration": 20579, "loss_box_reg": 0.1424555703997612, "loss_cls": 0.11355676129460335, "loss_rpn_cls": 0.010787991806864738, "loss_rpn_loc": 0.04533759504556656, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.29039394949995767, "total_loss": 0.29448980186134577} +{"data_time": 0.0036188874992149067, "eta_seconds": 11391.79906641366, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07748836681420951, "fast_rcnn/fg_cls_accuracy": 0.8962516733601071, "iteration": 20599, "loss_box_reg": 0.14538535475730896, "loss_cls": 0.10232561081647873, "loss_rpn_cls": 0.011071998625993729, "loss_rpn_loc": 0.03521308861672878, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29064935199949105, "total_loss": 0.31137863267213106} +{"data_time": 0.0036553099989760085, "eta_seconds": 11386.42580207912, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08409429112554112, "fast_rcnn/fg_cls_accuracy": 0.9159057088744589, "iteration": 20619, "loss_box_reg": 0.14354919642210007, "loss_cls": 0.09372027218341827, "loss_rpn_cls": 0.014032452832907438, "loss_rpn_loc": 0.03882398270070553, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28840484749980533, "total_loss": 0.2982106739655137} +{"data_time": 0.003591020999920147, "eta_seconds": 11380.642955049116, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09629361342508752, "fast_rcnn/fg_cls_accuracy": 0.9019868496283591, "iteration": 20639, "loss_box_reg": 0.13285750150680542, "loss_cls": 0.09229791536927223, "loss_rpn_cls": 0.010534302331507206, "loss_rpn_loc": 0.034653917886316776, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.288633308999124, "total_loss": 0.2571660866960883} +{"data_time": 0.004183778999504284, "eta_seconds": 11376.379694175994, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08166733306677329, "fast_rcnn/fg_cls_accuracy": 0.9085765693722512, "iteration": 20659, "loss_box_reg": 0.15643800050020218, "loss_cls": 0.07857802882790565, "loss_rpn_cls": 0.00853942846879363, "loss_rpn_loc": 0.045119673013687134, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.290795978999995, "total_loss": 0.3009267139714211} +{"data_time": 0.003938211999411578, "eta_seconds": 11373.60560780915, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06239279588336192, "fast_rcnn/fg_cls_accuracy": 0.9097341337907375, "iteration": 20679, "loss_box_reg": 0.1272268146276474, "loss_cls": 0.0791613832116127, "loss_rpn_cls": 0.009189971257001162, "loss_rpn_loc": 0.03151095099747181, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2904966895002872, "total_loss": 0.26090814894996583} +{"data_time": 0.0035285535004732083, "eta_seconds": 11368.546760699337, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07989736724676484, "fast_rcnn/fg_cls_accuracy": 0.8971277399848828, "iteration": 20699, "loss_box_reg": 0.12617720663547516, "loss_cls": 0.08047119528055191, "loss_rpn_cls": 0.011827785521745682, "loss_rpn_loc": 0.04019434191286564, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.293480172499585, "total_loss": 0.32668102136813104} +{"data_time": 0.0036899955002809293, "eta_seconds": 11364.929182487904, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.053030303030303025, "fast_rcnn/fg_cls_accuracy": 0.9293794440853265, "iteration": 20719, "loss_box_reg": 0.10301470384001732, "loss_cls": 0.0620950385928154, "loss_rpn_cls": 0.014436820987612009, "loss_rpn_loc": 0.03923612833023071, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29151830749924557, "total_loss": 0.25105785857886076} +{"data_time": 0.0037488184998437646, "eta_seconds": 11358.78213225571, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07761566926721192, "fast_rcnn/fg_cls_accuracy": 0.9115473775717183, "iteration": 20739, "loss_box_reg": 0.14354508370161057, "loss_cls": 0.09340953826904297, "loss_rpn_cls": 0.007633760804310441, "loss_rpn_loc": 0.03685350902378559, "lr": 0.00025, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2921134699990944, "total_loss": 0.28442457993514836} +{"data_time": 0.0036649194998972234, "eta_seconds": 11354.193551916214, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06231072077528771, "fast_rcnn/fg_cls_accuracy": 0.9194679991924086, "iteration": 20759, "loss_box_reg": 0.12156583368778229, "loss_cls": 0.08129263669252396, "loss_rpn_cls": 0.00830531632527709, "loss_rpn_loc": 0.029136045835912228, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2894916879995435, "total_loss": 0.25878425705013797} +{"data_time": 0.0038459675006379257, "eta_seconds": 11347.209251835684, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06887355994879818, "fast_rcnn/fg_cls_accuracy": 0.923800606384876, "iteration": 20779, "loss_box_reg": 0.1217564269900322, "loss_cls": 0.07870141416788101, "loss_rpn_cls": 0.011336307507008314, "loss_rpn_loc": 0.028944935649633408, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28910865999932867, "total_loss": 0.2577778594568372} +{"data_time": 0.004045392000080028, "eta_seconds": 11341.42281162567, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08142546358644981, "fast_rcnn/fg_cls_accuracy": 0.9008882655446471, "iteration": 20799, "loss_box_reg": 0.13115915656089783, "loss_cls": 0.08598610758781433, "loss_rpn_cls": 0.012158260215073824, "loss_rpn_loc": 0.03673774376511574, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29058083400013857, "total_loss": 0.2762911714380607} +{"data_time": 0.0037501540009543533, "eta_seconds": 11333.833640819339, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.052967525195968646, "fast_rcnn/fg_cls_accuracy": 0.9320026321561746, "iteration": 20819, "loss_box_reg": 0.09773266315460205, "loss_cls": 0.04800479859113693, "loss_rpn_cls": 0.011131341103464365, "loss_rpn_loc": 0.04004750959575176, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2879371565004476, "total_loss": 0.2086363174021244} +{"data_time": 0.0038412080011767102, "eta_seconds": 11326.868739144047, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08238539364206517, "fast_rcnn/fg_cls_accuracy": 0.9082823737548555, "iteration": 20839, "loss_box_reg": 0.12719108909368515, "loss_cls": 0.08074279874563217, "loss_rpn_cls": 0.012076687533408403, "loss_rpn_loc": 0.04482043534517288, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.2890447569998287, "total_loss": 0.32344328332692385} +{"data_time": 0.0037818150003658957, "eta_seconds": 11323.09414971909, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06061224489795918, "fast_rcnn/fg_cls_accuracy": 0.9220150677093267, "iteration": 20859, "loss_box_reg": 0.13562490046024323, "loss_cls": 0.06591715477406979, "loss_rpn_cls": 0.012046090327203274, "loss_rpn_loc": 0.028034569695591927, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.289750675000505, "total_loss": 0.2582243913784623} +{"data_time": 0.003736993499842356, "eta_seconds": 11316.113049735432, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07376020087884494, "fast_rcnn/fg_cls_accuracy": 0.9204538966600058, "iteration": 20879, "loss_box_reg": 0.12984005361795425, "loss_cls": 0.07632764056324959, "loss_rpn_cls": 0.011609470006078482, "loss_rpn_loc": 0.03985133022069931, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.29076893249930436, "total_loss": 0.29601618251763284} +{"data_time": 0.00355669999953534, "eta_seconds": 11313.141273675683, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07562765442718133, "fast_rcnn/fg_cls_accuracy": 0.9133475580844002, "iteration": 20899, "loss_box_reg": 0.1446942389011383, "loss_cls": 0.07355058938264847, "loss_rpn_cls": 0.013887755572795868, "loss_rpn_loc": 0.029194298200309277, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29008557600081986, "total_loss": 0.26563284918665886} +{"data_time": 0.0036934559993824223, "eta_seconds": 11310.191649957815, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.0919661733615222, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 20919, "loss_box_reg": 0.14322181791067123, "loss_cls": 0.11832483112812042, "loss_rpn_cls": 0.016445761546492577, "loss_rpn_loc": 0.04618532210588455, "lr": 0.00025, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2913171524996869, "total_loss": 0.3702336736023426} +{"data_time": 0.0036187625000820844, "eta_seconds": 11307.160416504103, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07261898330722273, "fast_rcnn/fg_cls_accuracy": 0.9185579196217495, "iteration": 20939, "loss_box_reg": 0.1287905052304268, "loss_cls": 0.06618362665176392, "loss_rpn_cls": 0.010753619018942118, "loss_rpn_loc": 0.046829553321003914, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29117184599999746, "total_loss": 0.27351180696859956} +{"data_time": 0.0037678345006497693, "eta_seconds": 11302.517404180253, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06894386054857729, "fast_rcnn/fg_cls_accuracy": 0.9236672794117646, "iteration": 20959, "loss_box_reg": 0.12951531261205673, "loss_cls": 0.07938630878925323, "loss_rpn_cls": 0.011414019856601954, "loss_rpn_loc": 0.03282030671834946, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2905600380008764, "total_loss": 0.2885877429507673} +{"data_time": 0.003624117999606824, "eta_seconds": 11296.612851467216, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07284671532846715, "fast_rcnn/fg_cls_accuracy": 0.9128070175438596, "iteration": 20979, "loss_box_reg": 0.12157310545444489, "loss_cls": 0.10113750770688057, "loss_rpn_cls": 0.009944099932909012, "loss_rpn_loc": 0.021630669943988323, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.28989160699984495, "total_loss": 0.2770677094813436} +{"data_time": 0.00370598199970118, "eta_seconds": 11290.407141001197, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07844784738822749, "fast_rcnn/fg_cls_accuracy": 0.9156981888974102, "iteration": 20999, "loss_box_reg": 0.10989797115325928, "loss_cls": 0.07639696076512337, "loss_rpn_cls": 0.010071790311485529, "loss_rpn_loc": 0.026817443780601025, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2867575760001273, "total_loss": 0.24304647464305162} +{"data_time": 0.0037950804999127286, "eta_seconds": 11285.40772249109, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09463457540380618, "fast_rcnn/fg_cls_accuracy": 0.898608667839437, "iteration": 21019, "loss_box_reg": 0.1531556472182274, "loss_cls": 0.10087347403168678, "loss_rpn_cls": 0.013385605998337269, "loss_rpn_loc": 0.034365423023700714, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29247733099964535, "total_loss": 0.3148938431404531} +{"data_time": 0.0038627989997621626, "eta_seconds": 11284.418035197741, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05306698950766747, "fast_rcnn/fg_cls_accuracy": 0.9294019933554818, "iteration": 21039, "loss_box_reg": 0.10276326537132263, "loss_cls": 0.07786638103425503, "loss_rpn_cls": 0.015059352852404118, "loss_rpn_loc": 0.032098449766635895, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2910491655002261, "total_loss": 0.33265192434191704} +{"data_time": 0.003864024500217056, "eta_seconds": 11278.625212797742, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.054851315287838355, "fast_rcnn/fg_cls_accuracy": 0.935202589807853, "iteration": 21059, "loss_box_reg": 0.1220577135682106, "loss_cls": 0.06506252661347389, "loss_rpn_cls": 0.009936243295669556, "loss_rpn_loc": 0.03055705316364765, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2887770549996276, "total_loss": 0.24303491367027164} +{"data_time": 0.004296254000109911, "eta_seconds": 11275.771356338337, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09040076915291975, "fast_rcnn/fg_cls_accuracy": 0.8972423802612481, "iteration": 21079, "loss_box_reg": 0.14809730648994446, "loss_cls": 0.08933160826563835, "loss_rpn_cls": 0.015510817989706993, "loss_rpn_loc": 0.03318440914154053, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29270470699884754, "total_loss": 0.28508340450935066} +{"data_time": 0.0037808550005138386, "eta_seconds": 11270.948026046153, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08025423728813559, "fast_rcnn/fg_cls_accuracy": 0.88, "iteration": 21099, "loss_box_reg": 0.14500118792057037, "loss_cls": 0.09464586153626442, "loss_rpn_cls": 0.011542886029928923, "loss_rpn_loc": 0.033681921660900116, "lr": 0.00025, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29115636049937166, "total_loss": 0.29705506935715675} +{"data_time": 0.003739673499694618, "eta_seconds": 11263.310981994291, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05957132298595713, "fast_rcnn/fg_cls_accuracy": 0.9257309941520468, "iteration": 21119, "loss_box_reg": 0.13668790459632874, "loss_cls": 0.0581491831690073, "loss_rpn_cls": 0.010284208692610264, "loss_rpn_loc": 0.05196204222738743, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.28740513649972854, "total_loss": 0.2747502929996699} +{"data_time": 0.0039018255001792568, "eta_seconds": 11257.093873489175, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05842308859223301, "fast_rcnn/fg_cls_accuracy": 0.9193063728558908, "iteration": 21139, "loss_box_reg": 0.10335690528154373, "loss_cls": 0.06923921220004559, "loss_rpn_cls": 0.008396745892241597, "loss_rpn_loc": 0.028944662772119045, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.29053019099956146, "total_loss": 0.23880440276116133} +{"data_time": 0.0038973100008661277, "eta_seconds": 11251.300207059176, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06862745098039216, "fast_rcnn/fg_cls_accuracy": 0.9145035282258065, "iteration": 21159, "loss_box_reg": 0.1407684087753296, "loss_cls": 0.08297360315918922, "loss_rpn_cls": 0.014964447356760502, "loss_rpn_loc": 0.035609062761068344, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29086867149999307, "total_loss": 0.27943469444289804} +{"data_time": 0.0037852704990655184, "eta_seconds": 11246.799693038392, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.0793103448275862, "fast_rcnn/fg_cls_accuracy": 0.9046158738812412, "iteration": 21179, "loss_box_reg": 0.11665061861276627, "loss_cls": 0.09317710995674133, "loss_rpn_cls": 0.01075553335249424, "loss_rpn_loc": 0.018109383061528206, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.28963479499998357, "total_loss": 0.23906858451664448} +{"data_time": 0.004027211500215344, "eta_seconds": 11239.712874199176, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05182599355531686, "fast_rcnn/fg_cls_accuracy": 0.9407894736842105, "iteration": 21199, "loss_box_reg": 0.08576047047972679, "loss_cls": 0.05998514965176582, "loss_rpn_cls": 0.010753617156296968, "loss_rpn_loc": 0.03463965281844139, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.28916624349949416, "total_loss": 0.19287774187978357} +{"data_time": 0.0036644394995164475, "eta_seconds": 11235.211027718415, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06833503575076608, "fast_rcnn/fg_cls_accuracy": 0.928065461651197, "iteration": 21219, "loss_box_reg": 0.12316697463393211, "loss_cls": 0.06715420633554459, "loss_rpn_cls": 0.007836927426978946, "loss_rpn_loc": 0.03637965954840183, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2892108250007368, "total_loss": 0.24475545599125326} +{"data_time": 0.0037008365006840904, "eta_seconds": 11228.125541339177, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07586720032840723, "fast_rcnn/fg_cls_accuracy": 0.9203378674857394, "iteration": 21239, "loss_box_reg": 0.11167262494564056, "loss_cls": 0.07178934663534164, "loss_rpn_cls": 0.010376624763011932, "loss_rpn_loc": 0.017643512226641178, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.28853811899989523, "total_loss": 0.19633784727193415} +{"data_time": 0.0036937360009687836, "eta_seconds": 11220.599945084632, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.10463531015678254, "fast_rcnn/fg_cls_accuracy": 0.8884742951907131, "iteration": 21259, "loss_box_reg": 0.113738302141428, "loss_cls": 0.07823603972792625, "loss_rpn_cls": 0.009441502392292023, "loss_rpn_loc": 0.035205304622650146, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2882608010004333, "total_loss": 0.22445297800004482} +{"data_time": 0.003715806499712926, "eta_seconds": 11217.51071933104, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.058412698412698416, "fast_rcnn/fg_cls_accuracy": 0.9300115207373272, "iteration": 21279, "loss_box_reg": 0.13194667920470238, "loss_cls": 0.07300962135195732, "loss_rpn_cls": 0.010189779102802277, "loss_rpn_loc": 0.02922794781625271, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2892362560005495, "total_loss": 0.24755657091736794} +{"data_time": 0.0036784200010515633, "eta_seconds": 11208.040456948038, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0829525985151342, "fast_rcnn/fg_cls_accuracy": 0.9098823529411765, "iteration": 21299, "loss_box_reg": 0.1479831337928772, "loss_cls": 0.07774205878376961, "loss_rpn_cls": 0.00875279912725091, "loss_rpn_loc": 0.03510791063308716, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.287775677999889, "total_loss": 0.2845028447918594} +{"data_time": 0.0037923460004094522, "eta_seconds": 11204.364854311425, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.057143765364075616, "fast_rcnn/fg_cls_accuracy": 0.9332970178586687, "iteration": 21319, "loss_box_reg": 0.13384627550840378, "loss_cls": 0.07168122008442879, "loss_rpn_cls": 0.00842024153098464, "loss_rpn_loc": 0.03379686363041401, "lr": 0.00025, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29051979099949676, "total_loss": 0.27551875286735594} +{"data_time": 0.003732343499905255, "eta_seconds": 11199.15720918918, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07580105212816834, "fast_rcnn/fg_cls_accuracy": 0.9176527242707759, "iteration": 21339, "loss_box_reg": 0.12418993189930916, "loss_cls": 0.07746491953730583, "loss_rpn_cls": 0.012248937971889973, "loss_rpn_loc": 0.05314658209681511, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.28936287200031074, "total_loss": 0.26309432557900436} +{"data_time": 0.0037137669996809564, "eta_seconds": 11193.917852877203, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07363741785852339, "fast_rcnn/fg_cls_accuracy": 0.9102547712537667, "iteration": 21359, "loss_box_reg": 0.12111774832010269, "loss_cls": 0.08806459605693817, "loss_rpn_cls": 0.012118868995457888, "loss_rpn_loc": 0.04056580178439617, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2869520559997909, "total_loss": 0.2549734697677195} +{"data_time": 0.0035927515009461786, "eta_seconds": 11187.058335163638, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09900244682853379, "fast_rcnn/fg_cls_accuracy": 0.8895663956639566, "iteration": 21379, "loss_box_reg": 0.11519850045442581, "loss_cls": 0.08232975378632545, "loss_rpn_cls": 0.01075701555237174, "loss_rpn_loc": 0.04123414307832718, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2894390960000237, "total_loss": 0.27115059085190296} +{"data_time": 0.00366754450078588, "eta_seconds": 11181.77620989918, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07662564913072928, "fast_rcnn/fg_cls_accuracy": 0.9193439246837305, "iteration": 21399, "loss_box_reg": 0.12748906016349792, "loss_cls": 0.07957783713936806, "loss_rpn_cls": 0.007594206836074591, "loss_rpn_loc": 0.018964127637445927, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2901659649996873, "total_loss": 0.24677304830402136} +{"data_time": 0.003744043499864347, "eta_seconds": 11180.609095617092, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10263137735559982, "fast_rcnn/fg_cls_accuracy": 0.8795602533226295, "iteration": 21419, "loss_box_reg": 0.13475842028856277, "loss_cls": 0.1002073846757412, "loss_rpn_cls": 0.008982163853943348, "loss_rpn_loc": 0.028300758451223373, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29148078549951606, "total_loss": 0.2925373148173094} +{"data_time": 0.003526069000145071, "eta_seconds": 11175.770128558215, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07384763124199745, "fast_rcnn/fg_cls_accuracy": 0.9148016935971659, "iteration": 21439, "loss_box_reg": 0.10845913365483284, "loss_cls": 0.06821692734956741, "loss_rpn_cls": 0.007028264459222555, "loss_rpn_loc": 0.038306551054120064, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2901559894999082, "total_loss": 0.19955912209115922} +{"data_time": 0.003711366500283475, "eta_seconds": 11170.490812643766, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.04159459682069022, "fast_rcnn/fg_cls_accuracy": 0.9491792929292929, "iteration": 21459, "loss_box_reg": 0.1054251417517662, "loss_cls": 0.051089102402329445, "loss_rpn_cls": 0.006234554573893547, "loss_rpn_loc": 0.018352342769503593, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.2894861229997332, "total_loss": 0.1993203026941046} +{"data_time": 0.0036421784998310613, "eta_seconds": 11159.295327936743, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07315251572327044, "fast_rcnn/fg_cls_accuracy": 0.915266393442623, "iteration": 21479, "loss_box_reg": 0.11523889377713203, "loss_cls": 0.07628323882818222, "loss_rpn_cls": 0.008408043533563614, "loss_rpn_loc": 0.027787568978965282, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2874373734985056, "total_loss": 0.2561207748949528} +{"data_time": 0.0038948455003264826, "eta_seconds": 11152.224583531279, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08208201615735862, "fast_rcnn/fg_cls_accuracy": 0.9119546498277842, "iteration": 21499, "loss_box_reg": 0.14049717783927917, "loss_cls": 0.08348412439227104, "loss_rpn_cls": 0.007843548199161887, "loss_rpn_loc": 0.033014144748449326, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2895710914999654, "total_loss": 0.2426759721711278} +{"data_time": 0.0036345634989629616, "eta_seconds": 11147.566226157214, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07163654618473896, "fast_rcnn/fg_cls_accuracy": 0.9040411646586346, "iteration": 21519, "loss_box_reg": 0.1226113997399807, "loss_cls": 0.08845184370875359, "loss_rpn_cls": 0.007926690857857466, "loss_rpn_loc": 0.022254682146012783, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2886636794992228, "total_loss": 0.2584483496029861} +{"data_time": 0.003385932499440969, "eta_seconds": 11140.214796652963, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07322687867762656, "fast_rcnn/fg_cls_accuracy": 0.9246287191444067, "iteration": 21539, "loss_box_reg": 0.13436505943536758, "loss_cls": 0.07213969901204109, "loss_rpn_cls": 0.0058773718774318695, "loss_rpn_loc": 0.049220217391848564, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2881820675002018, "total_loss": 0.2778208937961608} +{"data_time": 0.0037823099992237985, "eta_seconds": 11135.230642289243, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06290064102564102, "fast_rcnn/fg_cls_accuracy": 0.9153645833333333, "iteration": 21559, "loss_box_reg": 0.12204260751605034, "loss_cls": 0.07659799233078957, "loss_rpn_cls": 0.006039540516212583, "loss_rpn_loc": 0.02846142090857029, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29021907150035986, "total_loss": 0.25597991317044944} +{"data_time": 0.003701506499965035, "eta_seconds": 11130.739016480693, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06686991869918699, "fast_rcnn/fg_cls_accuracy": 0.9236062717770035, "iteration": 21579, "loss_box_reg": 0.1273367777466774, "loss_cls": 0.08037744462490082, "loss_rpn_cls": 0.007826302200555801, "loss_rpn_loc": 0.027235333807766438, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2924342694996085, "total_loss": 0.26754255406558514} +{"data_time": 0.00384521800060611, "eta_seconds": 11126.742335991003, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.0739514802631579, "fast_rcnn/fg_cls_accuracy": 0.9053542993630573, "iteration": 21599, "loss_box_reg": 0.1184627041220665, "loss_cls": 0.0849829912185669, "loss_rpn_cls": 0.009269191417843103, "loss_rpn_loc": 0.03247687965631485, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2913573394998821, "total_loss": 0.2700527582783252} +{"data_time": 0.0036351379994812305, "eta_seconds": 11124.116175123709, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0640673225308642, "fast_rcnn/fg_cls_accuracy": 0.9235647823033708, "iteration": 21619, "loss_box_reg": 0.10954726487398148, "loss_cls": 0.06009807251393795, "loss_rpn_cls": 0.013685062061995268, "loss_rpn_loc": 0.059536539018154144, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.2909445309996954, "total_loss": 0.2518032199004665} +{"data_time": 0.003765449499951501, "eta_seconds": 11121.00046006035, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0900554844216816, "fast_rcnn/fg_cls_accuracy": 0.9014431416082703, "iteration": 21639, "loss_box_reg": 0.09549767896533012, "loss_cls": 0.0769614651799202, "loss_rpn_cls": 0.007276684045791626, "loss_rpn_loc": 0.031784432008862495, "lr": 0.00025, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29118726200067613, "total_loss": 0.251238071359694} +{"data_time": 0.003795105500103091, "eta_seconds": 11115.742634786639, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.09347098214285715, "fast_rcnn/fg_cls_accuracy": 0.9001424275993037, "iteration": 21659, "loss_box_reg": 0.14108023792505264, "loss_cls": 0.07828682288527489, "loss_rpn_cls": 0.010967635549604893, "loss_rpn_loc": 0.03177993930876255, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29330499000025156, "total_loss": 0.2710228799842298} +{"data_time": 0.0039026104996082722, "eta_seconds": 11111.5488519863, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07425223214285714, "fast_rcnn/fg_cls_accuracy": 0.9186839788732395, "iteration": 21679, "loss_box_reg": 0.1383890062570572, "loss_cls": 0.07978711277246475, "loss_rpn_cls": 0.009838064201176167, "loss_rpn_loc": 0.04261762276291847, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29241353850011365, "total_loss": 0.2641387574840337} +{"data_time": 0.0037328079997678287, "eta_seconds": 11104.703857526056, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08498018350616213, "fast_rcnn/fg_cls_accuracy": 0.894151686446808, "iteration": 21699, "loss_box_reg": 0.14427697658538818, "loss_cls": 0.08775479719042778, "loss_rpn_cls": 0.011546931695193052, "loss_rpn_loc": 0.02783067710697651, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2901098214997546, "total_loss": 0.2642991477623582} +{"data_time": 0.003865024499646097, "eta_seconds": 11097.146990128167, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9151133040935673, "iteration": 21719, "loss_box_reg": 0.15320976078510284, "loss_cls": 0.08107256516814232, "loss_rpn_cls": 0.011593778152018785, "loss_rpn_loc": 0.04278590530157089, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2922090739994019, "total_loss": 0.3232328211888671} +{"data_time": 0.00388147499961633, "eta_seconds": 11091.114554794167, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.9067567567567567, "iteration": 21739, "loss_box_reg": 0.1302604302763939, "loss_cls": 0.08444825932383537, "loss_rpn_cls": 0.013873095158487558, "loss_rpn_loc": 0.026097501628100872, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28971543349962303, "total_loss": 0.26670557260513306} +{"data_time": 0.004196589499770198, "eta_seconds": 11085.455051674071, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09784773284313725, "fast_rcnn/fg_cls_accuracy": 0.8994248124028958, "iteration": 21759, "loss_box_reg": 0.12384290248155594, "loss_cls": 0.08651957660913467, "loss_rpn_cls": 0.01313157007098198, "loss_rpn_loc": 0.04530185088515282, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2899643049995575, "total_loss": 0.2954438654705882} +{"data_time": 0.004053268000461685, "eta_seconds": 11080.083391629978, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06964573268921095, "fast_rcnn/fg_cls_accuracy": 0.9094745908699398, "iteration": 21779, "loss_box_reg": 0.12319137901067734, "loss_cls": 0.0759672075510025, "loss_rpn_cls": 0.017001967877149582, "loss_rpn_loc": 0.04929162561893463, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 188.25, "rpn/num_pos_anchors": 67.75, "time": 0.2901461379997272, "total_loss": 0.26126484759151936} +{"data_time": 0.003714282499458932, "eta_seconds": 11074.614639580432, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06543428598069839, "fast_rcnn/fg_cls_accuracy": 0.9242172764994341, "iteration": 21799, "loss_box_reg": 0.13427667319774628, "loss_cls": 0.06195049546658993, "loss_rpn_cls": 0.011397150345146656, "loss_rpn_loc": 0.04601910524070263, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.2905141105002258, "total_loss": 0.25633881986141205} +{"data_time": 0.003658369500953995, "eta_seconds": 11068.816412020442, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0813060350595477, "fast_rcnn/fg_cls_accuracy": 0.9092361996274144, "iteration": 21819, "loss_box_reg": 0.12130929157137871, "loss_cls": 0.0749969594180584, "loss_rpn_cls": 0.00819097412750125, "loss_rpn_loc": 0.026136149652302265, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.28858455649969983, "total_loss": 0.2366997122298926} +{"data_time": 0.0036560089993145084, "eta_seconds": 11063.556049646795, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07479008667388948, "fast_rcnn/fg_cls_accuracy": 0.9151469098277609, "iteration": 21839, "loss_box_reg": 0.12780679762363434, "loss_cls": 0.06889466196298599, "loss_rpn_cls": 0.010320049710571766, "loss_rpn_loc": 0.026880651712417603, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2889191115000358, "total_loss": 0.2488478310406208} +{"data_time": 0.003663404500002798, "eta_seconds": 11057.857104653194, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05588495345087637, "fast_rcnn/fg_cls_accuracy": 0.9191499812874251, "iteration": 21859, "loss_box_reg": 0.14066630601882935, "loss_cls": 0.07414603978395462, "loss_rpn_cls": 0.009095567744225264, "loss_rpn_loc": 0.03487187437713146, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2879777384996487, "total_loss": 0.2651565191335976} +{"data_time": 0.0036295434993007802, "eta_seconds": 11050.530235984152, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.058784759274370726, "fast_rcnn/fg_cls_accuracy": 0.9215680120519741, "iteration": 21879, "loss_box_reg": 0.107401292771101, "loss_cls": 0.05998448096215725, "loss_rpn_cls": 0.011380280368030071, "loss_rpn_loc": 0.029126960784196854, "lr": 0.00025, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28760587550004857, "total_loss": 0.21981426002457738} +{"data_time": 0.0036936810001861886, "eta_seconds": 11042.73536939545, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06027472527472528, "fast_rcnn/fg_cls_accuracy": 0.917156862745098, "iteration": 21899, "loss_box_reg": 0.11620273813605309, "loss_cls": 0.05667036771774292, "loss_rpn_cls": 0.009688715916126966, "loss_rpn_loc": 0.03255589585751295, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28830989849939215, "total_loss": 0.23624389618635178} +{"data_time": 0.0038296774991977145, "eta_seconds": 11036.06352241186, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06859218263576616, "fast_rcnn/fg_cls_accuracy": 0.9259518732866281, "iteration": 21919, "loss_box_reg": 0.09900517016649246, "loss_cls": 0.05969475954771042, "loss_rpn_cls": 0.014695533085614443, "loss_rpn_loc": 0.03658373560756445, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29099590749956405, "total_loss": 0.20905028888955712} +{"data_time": 0.003720847499607771, "eta_seconds": 11028.187196385443, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.040888826971301195, "fast_rcnn/fg_cls_accuracy": 0.9482045399242187, "iteration": 21939, "loss_box_reg": 0.11350201442837715, "loss_cls": 0.05474113114178181, "loss_rpn_cls": 0.008229442872107029, "loss_rpn_loc": 0.02354206144809723, "lr": 0.00025, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2865986340002564, "total_loss": 0.21785580681171268} +{"data_time": 0.003643318498689041, "eta_seconds": 11020.238688336285, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08518518518518518, "fast_rcnn/fg_cls_accuracy": 0.903125, "iteration": 21959, "loss_box_reg": 0.12834304571151733, "loss_cls": 0.06723445281386375, "loss_rpn_cls": 0.01125649781897664, "loss_rpn_loc": 0.0460745207965374, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.28897011349999957, "total_loss": 0.24311895295977592} +{"data_time": 0.0036246880008548032, "eta_seconds": 11013.040145849263, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08341933264533884, "fast_rcnn/fg_cls_accuracy": 0.8996751690718355, "iteration": 21979, "loss_box_reg": 0.13346338272094727, "loss_cls": 0.08386813476681709, "loss_rpn_cls": 0.013383366633206606, "loss_rpn_loc": 0.027724215760827065, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2880752675000622, "total_loss": 0.3052104110829532} +{"data_time": 0.0037058520001664874, "eta_seconds": 11010.801719985466, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.09119610319321667, "fast_rcnn/fg_cls_accuracy": 0.9046545192134223, "iteration": 21999, "loss_box_reg": 0.1115805134177208, "loss_cls": 0.09115899726748466, "loss_rpn_cls": 0.01011913362890482, "loss_rpn_loc": 0.03012534324079752, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2904045955001493, "total_loss": 0.2735754018649459} +{"data_time": 0.0037607940002999385, "eta_seconds": 11003.30156302527, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07243697478991597, "fast_rcnn/fg_cls_accuracy": 0.9180001592229918, "iteration": 22019, "loss_box_reg": 0.10901330783963203, "loss_cls": 0.07756149396300316, "loss_rpn_cls": 0.00992266507819295, "loss_rpn_loc": 0.04237771034240723, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2909836879998693, "total_loss": 0.2453629175433889} +{"data_time": 0.003692215500450402, "eta_seconds": 10995.660282389217, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.056293485135989876, "fast_rcnn/fg_cls_accuracy": 0.9319655281467425, "iteration": 22039, "loss_box_reg": 0.12939762324094772, "loss_cls": 0.06567293033003807, "loss_rpn_cls": 0.006730230990797281, "loss_rpn_loc": 0.02583877556025982, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28601182700003847, "total_loss": 0.2387245874851942} +{"data_time": 0.003489591500510869, "eta_seconds": 10989.866994569202, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09388323135037221, "fast_rcnn/fg_cls_accuracy": 0.896445213686593, "iteration": 22059, "loss_box_reg": 0.14639978855848312, "loss_cls": 0.08142712339758873, "loss_rpn_cls": 0.013340066187083721, "loss_rpn_loc": 0.04302242025732994, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2873792299997149, "total_loss": 0.2855491822119802} +{"data_time": 0.0037813155004187138, "eta_seconds": 10983.802578719478, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0801437013161429, "fast_rcnn/fg_cls_accuracy": 0.9049957942802211, "iteration": 22079, "loss_box_reg": 0.13596020638942719, "loss_cls": 0.0828043706715107, "loss_rpn_cls": 0.012459625024348497, "loss_rpn_loc": 0.02619027066975832, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2912484594999114, "total_loss": 0.24749591783620417} +{"data_time": 0.0036537735013553174, "eta_seconds": 10976.382860659305, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07480192636321267, "fast_rcnn/fg_cls_accuracy": 0.9195205479452054, "iteration": 22099, "loss_box_reg": 0.130665585398674, "loss_cls": 0.08582011237740517, "loss_rpn_cls": 0.00876043876633048, "loss_rpn_loc": 0.033450497314333916, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2890401774993734, "total_loss": 0.2606296625453979} +{"data_time": 0.0036154470008114004, "eta_seconds": 10971.16523272416, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.09953730480046269, "fast_rcnn/fg_cls_accuracy": 0.893556969346443, "iteration": 22119, "loss_box_reg": 0.126921609044075, "loss_cls": 0.09165564924478531, "loss_rpn_cls": 0.010922142304480076, "loss_rpn_loc": 0.02235591784119606, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28825198049980827, "total_loss": 0.2586226467974484} +{"data_time": 0.0037394130004031467, "eta_seconds": 10964.579078296047, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07793668307587845, "fast_rcnn/fg_cls_accuracy": 0.9158240647118301, "iteration": 22139, "loss_box_reg": 0.11440815031528473, "loss_cls": 0.09376387298107147, "loss_rpn_cls": 0.01477354858070612, "loss_rpn_loc": 0.048581529408693314, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.28932685050040163, "total_loss": 0.3184303240850568} +{"data_time": 0.00350188249922212, "eta_seconds": 10958.05882819397, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09544642857142857, "fast_rcnn/fg_cls_accuracy": 0.9034487734487735, "iteration": 22159, "loss_box_reg": 0.1412365362048149, "loss_cls": 0.07548349350690842, "loss_rpn_cls": 0.009193085134029388, "loss_rpn_loc": 0.04985824599862099, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 197.25, "rpn/num_pos_anchors": 58.75, "time": 0.28865073999986635, "total_loss": 0.24793901154771447} +{"data_time": 0.0038523979992532986, "eta_seconds": 10952.625594854417, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05633926997002292, "fast_rcnn/fg_cls_accuracy": 0.9388997511553502, "iteration": 22179, "loss_box_reg": 0.09149894490838051, "loss_cls": 0.05487456172704697, "loss_rpn_cls": 0.0077028467785567045, "loss_rpn_loc": 0.0224371999502182, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2903891849991851, "total_loss": 0.20514670643024147} +{"data_time": 0.003791946000092139, "eta_seconds": 10946.475256493977, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07090393660202307, "fast_rcnn/fg_cls_accuracy": 0.9189094415709652, "iteration": 22199, "loss_box_reg": 0.1289144568145275, "loss_cls": 0.08722119405865669, "loss_rpn_cls": 0.012602668721228838, "loss_rpn_loc": 0.04960538633167744, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2894430955002463, "total_loss": 0.26465033437125385} +{"data_time": 0.0037759699998787255, "eta_seconds": 10941.312715436852, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.05893508738236988, "fast_rcnn/fg_cls_accuracy": 0.9355821263082855, "iteration": 22219, "loss_box_reg": 0.12671327590942383, "loss_cls": 0.08005473017692566, "loss_rpn_cls": 0.011721277609467506, "loss_rpn_loc": 0.04998360201716423, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.29102111399970454, "total_loss": 0.28208086267113686} +{"data_time": 0.003980573999797343, "eta_seconds": 10935.618224946084, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08091133004926108, "fast_rcnn/fg_cls_accuracy": 0.9043911007025761, "iteration": 22239, "loss_box_reg": 0.17466338723897934, "loss_cls": 0.09552719816565514, "loss_rpn_cls": 0.011600140482187271, "loss_rpn_loc": 0.034546609967947006, "lr": 0.00025, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.28943466049895505, "total_loss": 0.3521948680281639} +{"data_time": 0.004282138500457222, "eta_seconds": 10930.705056639345, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06284779666115206, "fast_rcnn/fg_cls_accuracy": 0.9287397540983606, "iteration": 22259, "loss_box_reg": 0.1102750301361084, "loss_cls": 0.06119931861758232, "loss_rpn_cls": 0.007866433821618557, "loss_rpn_loc": 0.024311212822794914, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29073564099871874, "total_loss": 0.2228764279279858} +{"data_time": 0.00379414600047312, "eta_seconds": 10924.91242014934, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0816696375519905, "fast_rcnn/fg_cls_accuracy": 0.90311986863711, "iteration": 22279, "loss_box_reg": 0.14006654173135757, "loss_cls": 0.08912554383277893, "loss_rpn_cls": 0.007171967765316367, "loss_rpn_loc": 0.028666804544627666, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2889550084992152, "total_loss": 0.2776383502641693} +{"data_time": 0.0037909610000497196, "eta_seconds": 10921.464459770777, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.053913798309178744, "fast_rcnn/fg_cls_accuracy": 0.9344751409273272, "iteration": 22299, "loss_box_reg": 0.12245765700936317, "loss_cls": 0.08059022575616837, "loss_rpn_cls": 0.010523281991481781, "loss_rpn_loc": 0.02732899971306324, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2900420434998523, "total_loss": 0.24918723432347178} +{"data_time": 0.003651364500001364, "eta_seconds": 10913.32714716933, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07015349533728132, "fast_rcnn/fg_cls_accuracy": 0.9204692786895614, "iteration": 22319, "loss_box_reg": 0.1305806115269661, "loss_cls": 0.07640155777335167, "loss_rpn_cls": 0.011354350484907627, "loss_rpn_loc": 0.04166577011346817, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.288116389499919, "total_loss": 0.2847676486708224} +{"data_time": 0.0037981360001140274, "eta_seconds": 10907.867255609763, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.08096797671033479, "fast_rcnn/fg_cls_accuracy": 0.8986801242236024, "iteration": 22339, "loss_box_reg": 0.11611464992165565, "loss_cls": 0.06229744665324688, "loss_rpn_cls": 0.010141823906451464, "loss_rpn_loc": 0.05665881931781769, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2899100724998789, "total_loss": 0.24849107023328543} +{"data_time": 0.0037792749999425723, "eta_seconds": 10904.082818720744, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05338145896656535, "fast_rcnn/fg_cls_accuracy": 0.9373693834900731, "iteration": 22359, "loss_box_reg": 0.13337744772434235, "loss_cls": 0.06807771697640419, "loss_rpn_cls": 0.011528622824698687, "loss_rpn_loc": 0.025905756279826164, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29008538050038624, "total_loss": 0.2690510815009475} +{"data_time": 0.003586765999898489, "eta_seconds": 10897.81959121885, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08847826086956521, "fast_rcnn/fg_cls_accuracy": 0.8985507246376812, "iteration": 22379, "loss_box_reg": 0.11422069370746613, "loss_cls": 0.08127757534384727, "loss_rpn_cls": 0.014004772994667292, "loss_rpn_loc": 0.036727290600538254, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.28849322750011197, "total_loss": 0.27043585013598204} +{"data_time": 0.004025091500807321, "eta_seconds": 10892.86034200486, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.05772481406355645, "fast_rcnn/fg_cls_accuracy": 0.9309750927397986, "iteration": 22399, "loss_box_reg": 0.121095459908247, "loss_cls": 0.07043136283755302, "loss_rpn_cls": 0.008875117171555758, "loss_rpn_loc": 0.03702882304787636, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29119717750018026, "total_loss": 0.2641245163977146} +{"data_time": 0.003766400000131398, "eta_seconds": 10885.754481072381, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.060310641110376734, "fast_rcnn/fg_cls_accuracy": 0.9373034591194969, "iteration": 22419, "loss_box_reg": 0.10398196429014206, "loss_cls": 0.0533815361559391, "loss_rpn_cls": 0.005358011461794376, "loss_rpn_loc": 0.025856283493340015, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.2891521980000107, "total_loss": 0.20722315972670913} +{"data_time": 0.0036790955000469694, "eta_seconds": 10880.438698728867, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08304597701149424, "fast_rcnn/fg_cls_accuracy": 0.9036472148541115, "iteration": 22439, "loss_box_reg": 0.12429024279117584, "loss_cls": 0.09881094470620155, "loss_rpn_cls": 0.014051705598831177, "loss_rpn_loc": 0.03464205004274845, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2924726909996025, "total_loss": 0.2875363379716873} +{"data_time": 0.0036201430002620327, "eta_seconds": 10873.110376409732, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07789745145631068, "fast_rcnn/fg_cls_accuracy": 0.9113888046116505, "iteration": 22459, "loss_box_reg": 0.13344267755746841, "loss_cls": 0.0832720510661602, "loss_rpn_cls": 0.015502097085118294, "loss_rpn_loc": 0.053350331261754036, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2872826110005917, "total_loss": 0.2592499597230926} +{"data_time": 0.0036500135001915623, "eta_seconds": 10869.354974235684, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06224911539948262, "fast_rcnn/fg_cls_accuracy": 0.9333561008928136, "iteration": 22479, "loss_box_reg": 0.12988299131393433, "loss_cls": 0.07268824428319931, "loss_rpn_cls": 0.005859595024958253, "loss_rpn_loc": 0.028383751399815083, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2883170045006409, "total_loss": 0.23274713451974094} +{"data_time": 0.003826061999461672, "eta_seconds": 10864.436006261258, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.10195250294260196, "fast_rcnn/fg_cls_accuracy": 0.8907342657342657, "iteration": 22499, "loss_box_reg": 0.14724594354629517, "loss_cls": 0.08955125138163567, "loss_rpn_cls": 0.011418946087360382, "loss_rpn_loc": 0.032113876193761826, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29041423600028793, "total_loss": 0.31450506299734116} +{"data_time": 0.003976854000939056, "eta_seconds": 10862.92693490679, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07309540150995196, "fast_rcnn/fg_cls_accuracy": 0.9213499663978495, "iteration": 22519, "loss_box_reg": 0.10854244604706764, "loss_cls": 0.06419827789068222, "loss_rpn_cls": 0.010227411054074764, "loss_rpn_loc": 0.02807486616075039, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2914332580003247, "total_loss": 0.26663395296782255} +{"data_time": 0.004001275000518945, "eta_seconds": 10861.004395542313, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.10263157894736842, "fast_rcnn/fg_cls_accuracy": 0.8861257756784292, "iteration": 22539, "loss_box_reg": 0.1301245540380478, "loss_cls": 0.09173355251550674, "loss_rpn_cls": 0.014561706688255072, "loss_rpn_loc": 0.035207416862249374, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2922381905000293, "total_loss": 0.2988762690220028} +{"data_time": 0.0035499795003488543, "eta_seconds": 10855.976601570728, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07341867469879518, "fast_rcnn/fg_cls_accuracy": 0.908984375, "iteration": 22559, "loss_box_reg": 0.1361374408006668, "loss_cls": 0.07572317123413086, "loss_rpn_cls": 0.008089660434052348, "loss_rpn_loc": 0.04363885521888733, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2905659980006021, "total_loss": 0.2736287211882882} +{"data_time": 0.00378858499971102, "eta_seconds": 10846.431146773357, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0417311411992263, "fast_rcnn/fg_cls_accuracy": 0.9466403162055336, "iteration": 22579, "loss_box_reg": 0.11050847172737122, "loss_cls": 0.06926760077476501, "loss_rpn_cls": 0.008324142312631011, "loss_rpn_loc": 0.03309216722846031, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.28995997050060396, "total_loss": 0.2322024372406304} +{"data_time": 0.0037303824992704904, "eta_seconds": 10841.019628995673, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06771126760563381, "fast_rcnn/fg_cls_accuracy": 0.908661971830986, "iteration": 22599, "loss_box_reg": 0.12947002798318863, "loss_cls": 0.08208183944225311, "loss_rpn_cls": 0.006748672807589173, "loss_rpn_loc": 0.03895086236298084, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2915554635001172, "total_loss": 0.2553179522510618} +{"data_time": 0.003634297499047534, "eta_seconds": 10835.222292295675, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.10139422105475854, "fast_rcnn/fg_cls_accuracy": 0.8810914294554455, "iteration": 22619, "loss_box_reg": 0.15267391502857208, "loss_cls": 0.10257529839873314, "loss_rpn_cls": 0.012237893883138895, "loss_rpn_loc": 0.05015278235077858, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29088538299947686, "total_loss": 0.33932968066073954} +{"data_time": 0.0036452994991122978, "eta_seconds": 10827.501046374018, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05604280656581912, "fast_rcnn/fg_cls_accuracy": 0.9282465760544713, "iteration": 22639, "loss_box_reg": 0.09574273228645325, "loss_cls": 0.07604216411709785, "loss_rpn_cls": 0.013976349961012602, "loss_rpn_loc": 0.04035615175962448, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2898307385003136, "total_loss": 0.2731706243939698} +{"data_time": 0.0035483740002746345, "eta_seconds": 10819.069151713302, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06294014084507042, "fast_rcnn/fg_cls_accuracy": 0.933892493360675, "iteration": 22659, "loss_box_reg": 0.09687574952840805, "loss_cls": 0.061784930527210236, "loss_rpn_cls": 0.012151737231761217, "loss_rpn_loc": 0.025712400674819946, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.28753643250092864, "total_loss": 0.2094599383417517} +{"data_time": 0.003578951000235975, "eta_seconds": 10812.022301227225, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07172864644732611, "fast_rcnn/fg_cls_accuracy": 0.9174294552111609, "iteration": 22679, "loss_box_reg": 0.11476171761751175, "loss_cls": 0.06624238938093185, "loss_rpn_cls": 0.006408199900761247, "loss_rpn_loc": 0.0282597579061985, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29157157449935767, "total_loss": 0.22662045620381832} +{"data_time": 0.0037819600001967046, "eta_seconds": 10808.395859806296, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07675438596491227, "fast_rcnn/fg_cls_accuracy": 0.9192271880819367, "iteration": 22699, "loss_box_reg": 0.12855687737464905, "loss_cls": 0.068070188164711, "loss_rpn_cls": 0.01195628335699439, "loss_rpn_loc": 0.04605817049741745, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.2920319360000576, "total_loss": 0.2489964354899712} +{"data_time": 0.0036772604998986935, "eta_seconds": 10801.14705656888, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.041585865115276885, "fast_rcnn/fg_cls_accuracy": 0.944688700222357, "iteration": 22719, "loss_box_reg": 0.09751147031784058, "loss_cls": 0.05801534280180931, "loss_rpn_cls": 0.02173670381307602, "loss_rpn_loc": 0.04008828289806843, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28908700950069033, "total_loss": 0.24333145981654525} +{"data_time": 0.0035585345003710245, "eta_seconds": 10795.072422236626, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06693762441937624, "fast_rcnn/fg_cls_accuracy": 0.9283277702380516, "iteration": 22739, "loss_box_reg": 0.13088840246200562, "loss_cls": 0.08145235478878021, "loss_rpn_cls": 0.011902025900781155, "loss_rpn_loc": 0.023999817669391632, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2882660165005291, "total_loss": 0.24878962337970734} +{"data_time": 0.0035783310004262603, "eta_seconds": 10788.84540454721, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.0939239332096475, "fast_rcnn/fg_cls_accuracy": 0.9046556122448979, "iteration": 22759, "loss_box_reg": 0.14632033556699753, "loss_cls": 0.08826378360390663, "loss_rpn_cls": 0.007220510626211762, "loss_rpn_loc": 0.03853805363178253, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2904915250001068, "total_loss": 0.2947776550427079} +{"data_time": 0.003563734499948623, "eta_seconds": 10782.845316550884, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08183149357963505, "fast_rcnn/fg_cls_accuracy": 0.9156209520725389, "iteration": 22779, "loss_box_reg": 0.1409984678030014, "loss_cls": 0.08676415681838989, "loss_rpn_cls": 0.009240367915481329, "loss_rpn_loc": 0.044091103598475456, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28925504249946243, "total_loss": 0.29520516213960946} +{"data_time": 0.003662079499918036, "eta_seconds": 10772.94471359528, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06529432582281466, "fast_rcnn/fg_cls_accuracy": 0.930251368840219, "iteration": 22799, "loss_box_reg": 0.09881339222192764, "loss_cls": 0.062240226194262505, "loss_rpn_cls": 0.007162995869293809, "loss_rpn_loc": 0.05597060173749924, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2881745819995558, "total_loss": 0.2268987230490893} +{"data_time": 0.003708796999490005, "eta_seconds": 10767.462889036105, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06368533273482213, "fast_rcnn/fg_cls_accuracy": 0.9277169738863287, "iteration": 22819, "loss_box_reg": 0.13593298196792603, "loss_cls": 0.08028144389390945, "loss_rpn_cls": 0.011134347878396511, "loss_rpn_loc": 0.02376879472285509, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.289566262000335, "total_loss": 0.272237291210331} +{"data_time": 0.003734973000064201, "eta_seconds": 10760.993742716855, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07066622655003577, "fast_rcnn/fg_cls_accuracy": 0.9248717948717948, "iteration": 22839, "loss_box_reg": 0.12378161400556564, "loss_cls": 0.06264636106789112, "loss_rpn_cls": 0.00859896745532751, "loss_rpn_loc": 0.036583879962563515, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2885599299997921, "total_loss": 0.2581236055120826} +{"data_time": 0.003640318499492423, "eta_seconds": 10755.363983521547, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06719001610305958, "fast_rcnn/fg_cls_accuracy": 0.9263824398480371, "iteration": 22859, "loss_box_reg": 0.11620869860053062, "loss_cls": 0.0771377868950367, "loss_rpn_cls": 0.015765680465847254, "loss_rpn_loc": 0.04820551723241806, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2900979064997955, "total_loss": 0.26318914990406483} +{"data_time": 0.0037050615010230104, "eta_seconds": 10750.385524472222, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06616336183372748, "fast_rcnn/fg_cls_accuracy": 0.9296525377478624, "iteration": 22879, "loss_box_reg": 0.1146920882165432, "loss_cls": 0.06334695592522621, "loss_rpn_cls": 0.01387088792398572, "loss_rpn_loc": 0.04130100458860397, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.28940165900075954, "total_loss": 0.2793092329520732} +{"data_time": 0.0037795144999108743, "eta_seconds": 10747.05146267761, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06971153846153846, "fast_rcnn/fg_cls_accuracy": 0.9224759615384616, "iteration": 22899, "loss_box_reg": 0.12942735478281975, "loss_cls": 0.0698336809873581, "loss_rpn_cls": 0.01405314588919282, "loss_rpn_loc": 0.033886440098285675, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29196193299958395, "total_loss": 0.2466995322611183} +{"data_time": 0.0037407030004033004, "eta_seconds": 10742.126725419294, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.05866708385481852, "fast_rcnn/fg_cls_accuracy": 0.9261296721006633, "iteration": 22919, "loss_box_reg": 0.12187552824616432, "loss_cls": 0.0840039886534214, "loss_rpn_cls": 0.013060744851827621, "loss_rpn_loc": 0.023793590255081654, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29102227900057187, "total_loss": 0.26431190385483205} +{"data_time": 0.003709976499521872, "eta_seconds": 10739.229270622382, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08684738955823293, "fast_rcnn/fg_cls_accuracy": 0.9014927635068577, "iteration": 22939, "loss_box_reg": 0.12701919302344322, "loss_cls": 0.07807670161128044, "loss_rpn_cls": 0.01176675595343113, "loss_rpn_loc": 0.03640963323414326, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2899532994997571, "total_loss": 0.27379624592140317} +{"data_time": 0.0035801465000986354, "eta_seconds": 10733.43368008238, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06502567200241618, "fast_rcnn/fg_cls_accuracy": 0.9137086903304774, "iteration": 22959, "loss_box_reg": 0.1262369267642498, "loss_cls": 0.08320662006735802, "loss_rpn_cls": 0.012468733359128237, "loss_rpn_loc": 0.04679756797850132, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2894480065006064, "total_loss": 0.2701307360548526} +{"data_time": 0.003640213500148093, "eta_seconds": 10730.037263164868, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.10196822161835749, "fast_rcnn/fg_cls_accuracy": 0.8906468856301633, "iteration": 22979, "loss_box_reg": 0.15518106520175934, "loss_cls": 0.09682713076472282, "loss_rpn_cls": 0.010969276539981365, "loss_rpn_loc": 0.03431795910000801, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2911696205001135, "total_loss": 0.32342119771055877} +{"data_time": 0.0035989565003546886, "eta_seconds": 10724.240376474881, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08164235890932149, "fast_rcnn/fg_cls_accuracy": 0.9100824350031707, "iteration": 22999, "loss_box_reg": 0.11252008751034737, "loss_cls": 0.07648412510752678, "loss_rpn_cls": 0.010117272846400738, "loss_rpn_loc": 0.03244229592382908, "lr": 0.00025, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2903172509995784, "total_loss": 0.25448957458138466} +{"data_time": 0.003717892499480513, "eta_seconds": 10714.65917849573, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.09309547883865377, "fast_rcnn/fg_cls_accuracy": 0.8991294566440065, "iteration": 23019, "loss_box_reg": 0.11998343467712402, "loss_cls": 0.08244351297616959, "loss_rpn_cls": 0.011192874982953072, "loss_rpn_loc": 0.035835038870573044, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2881761570006347, "total_loss": 0.25961671443656087} +{"data_time": 0.003778309999688645, "eta_seconds": 10712.646603094909, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06046766532700036, "fast_rcnn/fg_cls_accuracy": 0.9395323346729996, "iteration": 23039, "loss_box_reg": 0.1333114132285118, "loss_cls": 0.06210930272936821, "loss_rpn_cls": 0.010438108816742897, "loss_rpn_loc": 0.028025997802615166, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.293171763499231, "total_loss": 0.2599409339018166} +{"data_time": 0.00378623049982707, "eta_seconds": 10710.30635847479, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05228704910908301, "fast_rcnn/fg_cls_accuracy": 0.9383544303797469, "iteration": 23059, "loss_box_reg": 0.11576138436794281, "loss_cls": 0.05947627313435078, "loss_rpn_cls": 0.007397010922431946, "loss_rpn_loc": 0.024050651118159294, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2921675414991114, "total_loss": 0.2175424217712134} +{"data_time": 0.0038218469999264926, "eta_seconds": 10703.910566959094, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.07117019352504973, "fast_rcnn/fg_cls_accuracy": 0.9110677083333334, "iteration": 23079, "loss_box_reg": 0.1313234306871891, "loss_cls": 0.08606679365038872, "loss_rpn_cls": 0.009892967529594898, "loss_rpn_loc": 0.02924761362373829, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29060159450000356, "total_loss": 0.28302699932828546} +{"data_time": 0.00369807600054628, "eta_seconds": 10699.40001597115, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0741921768707483, "fast_rcnn/fg_cls_accuracy": 0.911221881390593, "iteration": 23099, "loss_box_reg": 0.12380809336900711, "loss_cls": 0.08249286562204361, "loss_rpn_cls": 0.008112132549285889, "loss_rpn_loc": 0.029032832942903042, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2909116640003049, "total_loss": 0.2732750941067934} +{"data_time": 0.0035814310003843275, "eta_seconds": 10696.734521493272, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.08461788617886179, "fast_rcnn/fg_cls_accuracy": 0.8812736318407961, "iteration": 23119, "loss_box_reg": 0.147439144551754, "loss_cls": 0.09382106736302376, "loss_rpn_cls": 0.00868114922195673, "loss_rpn_loc": 0.03952550329267979, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2930477179997979, "total_loss": 0.3264416493475437} +{"data_time": 0.003681729999698291, "eta_seconds": 10690.933689323265, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05651413803587717, "fast_rcnn/fg_cls_accuracy": 0.9355327313118491, "iteration": 23139, "loss_box_reg": 0.10170552134513855, "loss_cls": 0.07312231510877609, "loss_rpn_cls": 0.01021041115745902, "loss_rpn_loc": 0.04921276494860649, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.289979860501262, "total_loss": 0.2235813932493329} +{"data_time": 0.0037263724998410908, "eta_seconds": 10690.430136005707, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05738304093567251, "fast_rcnn/fg_cls_accuracy": 0.9328192929210073, "iteration": 23159, "loss_box_reg": 0.12594276666641235, "loss_cls": 0.09235461801290512, "loss_rpn_cls": 0.009948492981493473, "loss_rpn_loc": 0.026490559801459312, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2914321634998487, "total_loss": 0.2542411950416863} +{"data_time": 0.003801321499850019, "eta_seconds": 10682.683915263915, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06568627450980392, "fast_rcnn/fg_cls_accuracy": 0.9244206773618537, "iteration": 23179, "loss_box_reg": 0.11217261105775833, "loss_cls": 0.0676509328186512, "loss_rpn_cls": 0.011156565975397825, "loss_rpn_loc": 0.031484548933804035, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2899469345002217, "total_loss": 0.27599965734407306} +{"data_time": 0.003858048499751021, "eta_seconds": 10678.8227200057, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07177596066484956, "fast_rcnn/fg_cls_accuracy": 0.9229053497942388, "iteration": 23199, "loss_box_reg": 0.1369539573788643, "loss_cls": 0.07468132674694061, "loss_rpn_cls": 0.015140279196202755, "loss_rpn_loc": 0.04895061068236828, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2904820540015862, "total_loss": 0.28871808433905244} +{"data_time": 0.003888035499585385, "eta_seconds": 10673.937629305256, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.059756633521946934, "fast_rcnn/fg_cls_accuracy": 0.9307022318998367, "iteration": 23219, "loss_box_reg": 0.12550999224185944, "loss_cls": 0.065412987023592, "loss_rpn_cls": 0.007928809151053429, "loss_rpn_loc": 0.026064394041895866, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2945209204999628, "total_loss": 0.21719848620705307} +{"data_time": 0.0037664739993488183, "eta_seconds": 10669.719670891609, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08171329941860465, "fast_rcnn/fg_cls_accuracy": 0.9134265988372092, "iteration": 23239, "loss_box_reg": 0.12580158188939095, "loss_cls": 0.07660837471485138, "loss_rpn_cls": 0.00856495788320899, "loss_rpn_loc": 0.03524739481508732, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29276428000048327, "total_loss": 0.2546232524327934} +{"data_time": 0.0037433830002555624, "eta_seconds": 10666.665287433025, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.04887218045112782, "fast_rcnn/fg_cls_accuracy": 0.946025974025974, "iteration": 23259, "loss_box_reg": 0.10174250975251198, "loss_cls": 0.05058738775551319, "loss_rpn_cls": 0.00815514288842678, "loss_rpn_loc": 0.029100610874593258, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2939136535005673, "total_loss": 0.18564943550154567} +{"data_time": 0.0037461890005943133, "eta_seconds": 10662.140320915205, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08065123282514587, "fast_rcnn/fg_cls_accuracy": 0.9115347018572825, "iteration": 23279, "loss_box_reg": 0.1050899513065815, "loss_cls": 0.07507072016596794, "loss_rpn_cls": 0.010334319900721312, "loss_rpn_loc": 0.030412491410970688, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29128760150069866, "total_loss": 0.23292222758755088} +{"data_time": 0.0038074160011092317, "eta_seconds": 10657.059935135203, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07785560344827586, "fast_rcnn/fg_cls_accuracy": 0.903125, "iteration": 23299, "loss_box_reg": 0.11330576241016388, "loss_cls": 0.08472541347146034, "loss_rpn_cls": 0.015577367041260004, "loss_rpn_loc": 0.03183894790709019, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29173653250018106, "total_loss": 0.2780665806494653} +{"data_time": 0.003631452999798057, "eta_seconds": 10651.763427208934, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0885577915376677, "fast_rcnn/fg_cls_accuracy": 0.8894830659536542, "iteration": 23319, "loss_box_reg": 0.11374374851584435, "loss_cls": 0.0755743682384491, "loss_rpn_cls": 0.014838123228400946, "loss_rpn_loc": 0.044447898864746094, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2899326339993422, "total_loss": 0.28552350029349327} +{"data_time": 0.0036548795005728607, "eta_seconds": 10649.419306503914, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07675026123301985, "fast_rcnn/fg_cls_accuracy": 0.9151515151515152, "iteration": 23339, "loss_box_reg": 0.12929248064756393, "loss_cls": 0.07507764920592308, "loss_rpn_cls": 0.010542681440711021, "loss_rpn_loc": 0.05115217715501785, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.2919358365006701, "total_loss": 0.2674814839847386} +{"data_time": 0.0036470095001277514, "eta_seconds": 10645.27864785341, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08956473214285715, "fast_rcnn/fg_cls_accuracy": 0.9031465825196475, "iteration": 23359, "loss_box_reg": 0.1330593377351761, "loss_cls": 0.08033834397792816, "loss_rpn_cls": 0.013938689604401588, "loss_rpn_loc": 0.03452148661017418, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29118109600040043, "total_loss": 0.2991631494369358} +{"data_time": 0.004179958499662462, "eta_seconds": 10643.059614169779, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.060235507246376815, "fast_rcnn/fg_cls_accuracy": 0.9230842414807127, "iteration": 23379, "loss_box_reg": 0.13120953738689423, "loss_cls": 0.07061413303017616, "loss_rpn_cls": 0.013368162792176008, "loss_rpn_loc": 0.03562033548951149, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29207455799951276, "total_loss": 0.2767117917537689} +{"data_time": 0.0038151409999045427, "eta_seconds": 10636.931565312625, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08480392156862746, "fast_rcnn/fg_cls_accuracy": 0.908004778972521, "iteration": 23399, "loss_box_reg": 0.14397021383047104, "loss_cls": 0.07798581197857857, "loss_rpn_cls": 0.01121939206495881, "loss_rpn_loc": 0.02651329431682825, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2903601534999325, "total_loss": 0.2731328113004565} +{"data_time": 0.003998640499958128, "eta_seconds": 10631.720098662245, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07205369724838685, "fast_rcnn/fg_cls_accuracy": 0.9076082474226804, "iteration": 23419, "loss_box_reg": 0.10259702801704407, "loss_cls": 0.06317533738911152, "loss_rpn_cls": 0.01328658265992999, "loss_rpn_loc": 0.04510847479104996, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29093748049945134, "total_loss": 0.2331196991726756} +{"data_time": 0.003676170500511944, "eta_seconds": 10625.306503492611, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07365471890339909, "fast_rcnn/fg_cls_accuracy": 0.9159604519774012, "iteration": 23439, "loss_box_reg": 0.11551747098565102, "loss_cls": 0.07595882564783096, "loss_rpn_cls": 0.012636836618185043, "loss_rpn_loc": 0.05690814182162285, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2903634984995733, "total_loss": 0.2729215621948242} +{"data_time": 0.0037062270002934383, "eta_seconds": 10620.97610804114, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06773068669527897, "fast_rcnn/fg_cls_accuracy": 0.9245954331791242, "iteration": 23459, "loss_box_reg": 0.13156115263700485, "loss_cls": 0.07508645206689835, "loss_rpn_cls": 0.008711439091712236, "loss_rpn_loc": 0.03248207084834576, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.289565491499161, "total_loss": 0.2513842370826751} +{"data_time": 0.0036930109990862547, "eta_seconds": 10616.600996533634, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07307177513802912, "fast_rcnn/fg_cls_accuracy": 0.914221036462123, "iteration": 23479, "loss_box_reg": 0.10876814275979996, "loss_cls": 0.05982642434537411, "loss_rpn_cls": 0.006840329384431243, "loss_rpn_loc": 0.02714621275663376, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29255437499978143, "total_loss": 0.22773431858513504} +{"data_time": 0.003800606000368134, "eta_seconds": 10611.052605013356, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07381278538812786, "fast_rcnn/fg_cls_accuracy": 0.9231755187054393, "iteration": 23499, "loss_box_reg": 0.128660686314106, "loss_cls": 0.08204562962055206, "loss_rpn_cls": 0.008081055246293545, "loss_rpn_loc": 0.04277647286653519, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29090780399928917, "total_loss": 0.27461960981599987} +{"data_time": 0.0038363229996321024, "eta_seconds": 10604.972736953641, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04343724944583314, "fast_rcnn/fg_cls_accuracy": 0.9309788802405373, "iteration": 23519, "loss_box_reg": 0.12368205934762955, "loss_cls": 0.06324055418372154, "loss_rpn_cls": 0.0073898653499782085, "loss_rpn_loc": 0.02419028151780367, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2916068959993936, "total_loss": 0.2509764863643795} +{"data_time": 0.003683855999952357, "eta_seconds": 10598.347882588896, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06691099016853932, "fast_rcnn/fg_cls_accuracy": 0.9153645833333333, "iteration": 23539, "loss_box_reg": 0.12406283244490623, "loss_cls": 0.08387240022420883, "loss_rpn_cls": 0.009278125129640102, "loss_rpn_loc": 0.03155218902975321, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.289697752500615, "total_loss": 0.30077118589542806} +{"data_time": 0.0036652194994530873, "eta_seconds": 10592.575210727737, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0597020245223838, "fast_rcnn/fg_cls_accuracy": 0.9230317273795534, "iteration": 23559, "loss_box_reg": 0.1211564652621746, "loss_cls": 0.06837668269872665, "loss_rpn_cls": 0.011410376988351345, "loss_rpn_loc": 0.03389452304691076, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29137350499968306, "total_loss": 0.23181807552464306} +{"data_time": 0.0037198829995759297, "eta_seconds": 10586.761503147754, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.061710003611412066, "fast_rcnn/fg_cls_accuracy": 0.9271909233176838, "iteration": 23579, "loss_box_reg": 0.12587492913007736, "loss_cls": 0.07008801773190498, "loss_rpn_cls": 0.007771773729473352, "loss_rpn_loc": 0.0268534068018198, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28956244150049315, "total_loss": 0.263284296146594} +{"data_time": 0.0036953964990971144, "eta_seconds": 10580.639469408925, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06368663594470046, "fast_rcnn/fg_cls_accuracy": 0.9325111607142857, "iteration": 23599, "loss_box_reg": 0.12146607413887978, "loss_cls": 0.07629912719130516, "loss_rpn_cls": 0.00859724497422576, "loss_rpn_loc": 0.024594595655798912, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2903680440003882, "total_loss": 0.23816135013476014} +{"data_time": 0.0036116070004936773, "eta_seconds": 10574.544149926187, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.058039529914529916, "fast_rcnn/fg_cls_accuracy": 0.9371590582830893, "iteration": 23619, "loss_box_reg": 0.10743336006999016, "loss_cls": 0.06329692155122757, "loss_rpn_cls": 0.0085452850908041, "loss_rpn_loc": 0.027969208545982838, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28981962299985753, "total_loss": 0.23391239251941442} +{"data_time": 0.0037330975001168554, "eta_seconds": 10569.320380407808, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05739839480874317, "fast_rcnn/fg_cls_accuracy": 0.9313739477814238, "iteration": 23639, "loss_box_reg": 0.11602136120200157, "loss_cls": 0.057771679013967514, "loss_rpn_cls": 0.01238775858655572, "loss_rpn_loc": 0.026254096068441868, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29267778049961635, "total_loss": 0.2469725295668468} +{"data_time": 0.0036881104997519287, "eta_seconds": 10567.22060267095, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06513077565709144, "fast_rcnn/fg_cls_accuracy": 0.9295297942546583, "iteration": 23659, "loss_box_reg": 0.10509885475039482, "loss_cls": 0.06712345033884048, "loss_rpn_cls": 0.00999643187969923, "loss_rpn_loc": 0.0396979134529829, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2933366159995785, "total_loss": 0.2531770155765116} +{"data_time": 0.003811931000200275, "eta_seconds": 10561.730823138641, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.052380952380952375, "fast_rcnn/fg_cls_accuracy": 0.9377207062600321, "iteration": 23679, "loss_box_reg": 0.09141898527741432, "loss_cls": 0.047852909192442894, "loss_rpn_cls": 0.011553633026778698, "loss_rpn_loc": 0.02675502933561802, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.29292107700075576, "total_loss": 0.20947581040672958} +{"data_time": 0.0038749694995203754, "eta_seconds": 10556.291903876354, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07241215574548908, "fast_rcnn/fg_cls_accuracy": 0.9124847198095606, "iteration": 23699, "loss_box_reg": 0.11923253536224365, "loss_cls": 0.08552560955286026, "loss_rpn_cls": 0.006502288859337568, "loss_rpn_loc": 0.0368413832038641, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29412220299946057, "total_loss": 0.2563417120836675} +{"data_time": 0.003806945999713207, "eta_seconds": 10550.039117119813, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.10148158309897798, "fast_rcnn/fg_cls_accuracy": 0.88921875, "iteration": 23719, "loss_box_reg": 0.12472453713417053, "loss_cls": 0.0900619886815548, "loss_rpn_cls": 0.015327418688684702, "loss_rpn_loc": 0.04073065146803856, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29026585400060867, "total_loss": 0.3159654145129025} +{"data_time": 0.0036424745003387216, "eta_seconds": 10544.659626296325, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.0807123034227567, "fast_rcnn/fg_cls_accuracy": 0.9104834365741987, "iteration": 23739, "loss_box_reg": 0.14662684500217438, "loss_cls": 0.09431257471442223, "loss_rpn_cls": 0.010362475644797087, "loss_rpn_loc": 0.033002739772200584, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28940936499930103, "total_loss": 0.30249337456189096} +{"data_time": 0.0037937060005788226, "eta_seconds": 10539.00241798532, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08502673796791443, "fast_rcnn/fg_cls_accuracy": 0.904015133024164, "iteration": 23759, "loss_box_reg": 0.14791223406791687, "loss_cls": 0.09461400285363197, "loss_rpn_cls": 0.00928522925823927, "loss_rpn_loc": 0.02851265575736761, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2905743335004445, "total_loss": 0.27741544134914875} +{"data_time": 0.00388065899915091, "eta_seconds": 10535.190461423954, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.0670681910984075, "fast_rcnn/fg_cls_accuracy": 0.926193377293578, "iteration": 23779, "loss_box_reg": 0.1320001780986786, "loss_cls": 0.08112023398280144, "loss_rpn_cls": 0.0062139027286320925, "loss_rpn_loc": 0.02647587191313505, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2916066209991186, "total_loss": 0.2417962938779965} +{"data_time": 0.0037629789994753082, "eta_seconds": 10533.167630317803, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06385869565217392, "fast_rcnn/fg_cls_accuracy": 0.9207775919732442, "iteration": 23799, "loss_box_reg": 0.10904837027192116, "loss_cls": 0.07421586662530899, "loss_rpn_cls": 0.007184108952060342, "loss_rpn_loc": 0.024348351173102856, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29107154150005954, "total_loss": 0.21275860210880637} +{"data_time": 0.003728693000084604, "eta_seconds": 10531.910173046144, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.10325150732127476, "fast_rcnn/fg_cls_accuracy": 0.8815490510558674, "iteration": 23819, "loss_box_reg": 0.13708460330963135, "loss_cls": 0.09273231029510498, "loss_rpn_cls": 0.011780949775129557, "loss_rpn_loc": 0.0384967178106308, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29226957649916585, "total_loss": 0.29096093541011214} +{"data_time": 0.0036208179999448475, "eta_seconds": 10527.657999523217, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07613959194214875, "fast_rcnn/fg_cls_accuracy": 0.9173177083333333, "iteration": 23839, "loss_box_reg": 0.1486995667219162, "loss_cls": 0.08182905986905098, "loss_rpn_cls": 0.011469415854662657, "loss_rpn_loc": 0.03303077910095453, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29052364050039614, "total_loss": 0.30074192117899656} +{"data_time": 0.003794220500822121, "eta_seconds": 10522.52585141534, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08215229401873649, "fast_rcnn/fg_cls_accuracy": 0.9067673841059603, "iteration": 23859, "loss_box_reg": 0.13457893580198288, "loss_cls": 0.08554377779364586, "loss_rpn_cls": 0.009418747387826443, "loss_rpn_loc": 0.03602694347500801, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29107610100072634, "total_loss": 0.2943766969256103} +{"data_time": 0.003769829499105981, "eta_seconds": 10516.012360143213, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06406428276648946, "fast_rcnn/fg_cls_accuracy": 0.9220268143082018, "iteration": 23879, "loss_box_reg": 0.11487570777535439, "loss_cls": 0.07029559463262558, "loss_rpn_cls": 0.005890002939850092, "loss_rpn_loc": 0.01990644820034504, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.28996433400061505, "total_loss": 0.20992070238571614} +{"data_time": 0.003783585999372008, "eta_seconds": 10509.981243456241, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09268777412280702, "fast_rcnn/fg_cls_accuracy": 0.9017879199604744, "iteration": 23899, "loss_box_reg": 0.1576767936348915, "loss_cls": 0.09365421533584595, "loss_rpn_cls": 0.0058947233483195305, "loss_rpn_loc": 0.03231393173336983, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29122008299964364, "total_loss": 0.30937796272337437} +{"data_time": 0.0038037815002098796, "eta_seconds": 10504.36672076321, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.07552569169960474, "fast_rcnn/fg_cls_accuracy": 0.9065454545454545, "iteration": 23919, "loss_box_reg": 0.1497984603047371, "loss_cls": 0.1048823706805706, "loss_rpn_cls": 0.012044960167258978, "loss_rpn_loc": 0.0351084154099226, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2913091070004157, "total_loss": 0.30269716680049896} +{"data_time": 0.003733659000317857, "eta_seconds": 10497.858977395754, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08191352415568681, "fast_rcnn/fg_cls_accuracy": 0.9161985399875167, "iteration": 23939, "loss_box_reg": 0.12406099960207939, "loss_cls": 0.06357432715594769, "loss_rpn_cls": 0.008326405193656683, "loss_rpn_loc": 0.04360254108905792, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2889934845006792, "total_loss": 0.24684340972453356} +{"data_time": 0.003806292001172551, "eta_seconds": 10492.721081383206, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.09222131296599381, "fast_rcnn/fg_cls_accuracy": 0.905119112565921, "iteration": 23959, "loss_box_reg": 0.1259436085820198, "loss_cls": 0.0913490541279316, "loss_rpn_cls": 0.008426364976912737, "loss_rpn_loc": 0.03304807282984257, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2910239239990915, "total_loss": 0.26544017414562404} +{"data_time": 0.003613638000388164, "eta_seconds": 10485.819660768411, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10447522982635342, "fast_rcnn/fg_cls_accuracy": 0.8812229437229437, "iteration": 23979, "loss_box_reg": 0.13686422258615494, "loss_cls": 0.09144292026758194, "loss_rpn_cls": 0.00827728258445859, "loss_rpn_loc": 0.027134569361805916, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2897400740002922, "total_loss": 0.272679815068841} +{"data_time": 0.003636968499449722, "eta_seconds": 10481.075442003203, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.05783155487804878, "fast_rcnn/fg_cls_accuracy": 0.9398092248249215, "iteration": 23999, "loss_box_reg": 0.10828165337443352, "loss_cls": 0.0781572125852108, "loss_rpn_cls": 0.0074677246157079935, "loss_rpn_loc": 0.044425077736377716, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 196.25, "rpn/num_pos_anchors": 59.75, "time": 0.29164143150046584, "total_loss": 0.24347257078625262} +{"data_time": 0.0035822509998979513, "eta_seconds": 10475.2526223132, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.08648846278843028, "fast_rcnn/fg_cls_accuracy": 0.9098350666233344, "iteration": 24019, "loss_box_reg": 0.13265831768512726, "loss_cls": 0.07478567212820053, "loss_rpn_cls": 0.01935146562755108, "loss_rpn_loc": 0.03448566421866417, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2880383444999097, "total_loss": 0.26117449859157205} +{"data_time": 0.003678916000353638, "eta_seconds": 10468.352998368464, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07093534212178279, "fast_rcnn/fg_cls_accuracy": 0.9190299085696576, "iteration": 24039, "loss_box_reg": 0.11842270195484161, "loss_cls": 0.07124073803424835, "loss_rpn_cls": 0.018216493539512157, "loss_rpn_loc": 0.03484821878373623, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29073921100007283, "total_loss": 0.2549055707640946} +{"data_time": 0.0037186830004429794, "eta_seconds": 10461.275069966105, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06174957118353345, "fast_rcnn/fg_cls_accuracy": 0.9362953946033679, "iteration": 24059, "loss_box_reg": 0.10924986749887466, "loss_cls": 0.06622305512428284, "loss_rpn_cls": 0.012435954995453358, "loss_rpn_loc": 0.02137203887104988, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.29015421899930516, "total_loss": 0.21044687926769257} +{"data_time": 0.0038299625002764515, "eta_seconds": 10456.234700174027, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08203125, "fast_rcnn/fg_cls_accuracy": 0.9111664591116646, "iteration": 24079, "loss_box_reg": 0.12598209828138351, "loss_cls": 0.07878837361931801, "loss_rpn_cls": 0.011708981357514858, "loss_rpn_loc": 0.031911361031234264, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2913860505004777, "total_loss": 0.2606504485011101} +{"data_time": 0.0035704360007002833, "eta_seconds": 10447.23272121364, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09301699889935183, "fast_rcnn/fg_cls_accuracy": 0.8813749740374993, "iteration": 24099, "loss_box_reg": 0.12262080982327461, "loss_cls": 0.07779606431722641, "loss_rpn_cls": 0.010280427057296038, "loss_rpn_loc": 0.029296191409230232, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.28768915950058727, "total_loss": 0.2502775047905743} +{"data_time": 0.0035848220004481846, "eta_seconds": 10438.159242419206, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06572811597141265, "fast_rcnn/fg_cls_accuracy": 0.9232221602716812, "iteration": 24119, "loss_box_reg": 0.12819497659802437, "loss_cls": 0.08840536326169968, "loss_rpn_cls": 0.007908739848062396, "loss_rpn_loc": 0.027062995359301567, "lr": 0.00025, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2880361195002479, "total_loss": 0.2946622632443905} +{"data_time": 0.0037959209994369303, "eta_seconds": 10433.358272474397, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.052703316674238984, "fast_rcnn/fg_cls_accuracy": 0.9424979967948718, "iteration": 24139, "loss_box_reg": 0.13098888844251633, "loss_cls": 0.07744985818862915, "loss_rpn_cls": 0.008644551504403353, "loss_rpn_loc": 0.030834433622658253, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29185476200018456, "total_loss": 0.22672002506442368} +{"data_time": 0.0038799400008429075, "eta_seconds": 10427.5393331144, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07969604863221885, "fast_rcnn/fg_cls_accuracy": 0.8969026548672566, "iteration": 24159, "loss_box_reg": 0.11963905021548271, "loss_cls": 0.07225168496370316, "loss_rpn_cls": 0.0070304954424500465, "loss_rpn_loc": 0.046749722212553024, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29162113100028364, "total_loss": 0.2363690915517509} +{"data_time": 0.0037958464990879293, "eta_seconds": 10424.940647579333, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06137469281307989, "fast_rcnn/fg_cls_accuracy": 0.9151150823353293, "iteration": 24179, "loss_box_reg": 0.13354533910751343, "loss_cls": 0.08918531611561775, "loss_rpn_cls": 0.011914420407265425, "loss_rpn_loc": 0.025345184840261936, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29169491449920315, "total_loss": 0.3058290265034884} +{"data_time": 0.003648089000307664, "eta_seconds": 10417.716765023397, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.0858634797588286, "fast_rcnn/fg_cls_accuracy": 0.9141365202411713, "iteration": 24199, "loss_box_reg": 0.14672502130270004, "loss_cls": 0.08047740533947945, "loss_rpn_cls": 0.012469870038330555, "loss_rpn_loc": 0.036823999136686325, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29044271200018557, "total_loss": 0.2990393228828907} +{"data_time": 0.0035558850004235865, "eta_seconds": 10409.533971879318, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07836363636363636, "fast_rcnn/fg_cls_accuracy": 0.9055151515151516, "iteration": 24219, "loss_box_reg": 0.13626794517040253, "loss_cls": 0.09347866848111153, "loss_rpn_cls": 0.008781829848885536, "loss_rpn_loc": 0.03925004228949547, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.2906285105000279, "total_loss": 0.2692119204439223} +{"data_time": 0.0036269279999032733, "eta_seconds": 10401.667167234482, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.048500881834215165, "fast_rcnn/fg_cls_accuracy": 0.9393102601865488, "iteration": 24239, "loss_box_reg": 0.12527365237474442, "loss_cls": 0.06753586791455746, "loss_rpn_cls": 0.010564553085714579, "loss_rpn_loc": 0.03960687294602394, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2885911954999756, "total_loss": 0.2761295472737402} +{"data_time": 0.0037558485000772635, "eta_seconds": 10394.268292224297, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07416586073500966, "fast_rcnn/fg_cls_accuracy": 0.9155965882463211, "iteration": 24259, "loss_box_reg": 0.12809722870588303, "loss_cls": 0.08396831154823303, "loss_rpn_cls": 0.0076628257520496845, "loss_rpn_loc": 0.02909047342836857, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29223695499968017, "total_loss": 0.28598193684592843} +{"data_time": 0.0038167524990058155, "eta_seconds": 10388.32899174864, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.0745147305153217, "fast_rcnn/fg_cls_accuracy": 0.8875988992088064, "iteration": 24279, "loss_box_reg": 0.1531282663345337, "loss_cls": 0.11345000565052032, "loss_rpn_cls": 0.008962998166680336, "loss_rpn_loc": 0.04026663675904274, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29037164349938394, "total_loss": 0.3595649842172861} +{"data_time": 0.0036367689999678987, "eta_seconds": 10381.59271906079, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07370093385515558, "fast_rcnn/fg_cls_accuracy": 0.9163486005089059, "iteration": 24299, "loss_box_reg": 0.11986664682626724, "loss_cls": 0.0696122907102108, "loss_rpn_cls": 0.009874947369098663, "loss_rpn_loc": 0.035785093903541565, "lr": 0.00025, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28884145250049187, "total_loss": 0.23269219719804823} +{"data_time": 0.0036663599994426477, "eta_seconds": 10375.776700730785, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05957446808510638, "fast_rcnn/fg_cls_accuracy": 0.9361702127659575, "iteration": 24319, "loss_box_reg": 0.11182154342532158, "loss_cls": 0.06285901740193367, "loss_rpn_cls": 0.00984685542061925, "loss_rpn_loc": 0.032275574281811714, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28952832849972765, "total_loss": 0.2558996886946261} +{"data_time": 0.003703666499859537, "eta_seconds": 10369.960682400779, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06406706960421135, "fast_rcnn/fg_cls_accuracy": 0.9202066416191976, "iteration": 24339, "loss_box_reg": 0.13724341988563538, "loss_cls": 0.07301783189177513, "loss_rpn_cls": 0.011762108188122511, "loss_rpn_loc": 0.04373210668563843, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.29242561849969206, "total_loss": 0.3055158903589472} +{"data_time": 0.0037089820007167873, "eta_seconds": 10364.144664070773, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.09200994318181818, "fast_rcnn/fg_cls_accuracy": 0.9079900568181818, "iteration": 24359, "loss_box_reg": 0.14196854829788208, "loss_cls": 0.09424298256635666, "loss_rpn_cls": 0.009045527782291174, "loss_rpn_loc": 0.02842340525239706, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29149248550038465, "total_loss": 0.2979662804864347} +{"data_time": 0.003595246999793744, "eta_seconds": 10356.68756109153, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.07494721283783784, "fast_rcnn/fg_cls_accuracy": 0.9075424261470773, "iteration": 24379, "loss_box_reg": 0.11107207834720612, "loss_cls": 0.07599632814526558, "loss_rpn_cls": 0.014804912265390158, "loss_rpn_loc": 0.03871955908834934, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28959724249943974, "total_loss": 0.25988831324502826} +{"data_time": 0.003745298499779892, "eta_seconds": 10348.950224372311, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06758373205741627, "fast_rcnn/fg_cls_accuracy": 0.9245495495495495, "iteration": 24399, "loss_box_reg": 0.13881797343492508, "loss_cls": 0.0789286196231842, "loss_rpn_cls": 0.008988677989691496, "loss_rpn_loc": 0.036467935889959335, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2890795180001078, "total_loss": 0.264519740245305} +{"data_time": 0.0036738254993906594, "eta_seconds": 10342.909633986164, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07922240802675586, "fast_rcnn/fg_cls_accuracy": 0.913256283945939, "iteration": 24419, "loss_box_reg": 0.10624076053500175, "loss_cls": 0.07694779708981514, "loss_rpn_cls": 0.011029517743736506, "loss_rpn_loc": 0.034106187522411346, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28943712999989657, "total_loss": 0.2333185994066298} +{"data_time": 0.00381327649938612, "eta_seconds": 10337.095744366161, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07009169363538295, "fast_rcnn/fg_cls_accuracy": 0.9207384403036577, "iteration": 24439, "loss_box_reg": 0.10261686518788338, "loss_cls": 0.06672277115285397, "loss_rpn_cls": 0.006856970954686403, "loss_rpn_loc": 0.04270871356129646, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.29005102300016006, "total_loss": 0.23093879967927933} +{"data_time": 0.0036652549997597816, "eta_seconds": 10331.65603759824, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.09197142570348313, "fast_rcnn/fg_cls_accuracy": 0.8961140240260171, "iteration": 24459, "loss_box_reg": 0.14429515600204468, "loss_cls": 0.08747202530503273, "loss_rpn_cls": 0.009410508442670107, "loss_rpn_loc": 0.05000530555844307, "lr": 0.00025, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.293791806999252, "total_loss": 0.31952482706401497} +{"data_time": 0.0037084619998495327, "eta_seconds": 10325.60340289143, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.055574324324324326, "fast_rcnn/fg_cls_accuracy": 0.9390202702702704, "iteration": 24479, "loss_box_reg": 0.11171527951955795, "loss_cls": 0.05795341171324253, "loss_rpn_cls": 0.0057084455620497465, "loss_rpn_loc": 0.028236127458512783, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29200026350008557, "total_loss": 0.21097094053402543} +{"data_time": 0.003623438499744225, "eta_seconds": 10319.880139472389, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08225828825079762, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 24499, "loss_box_reg": 0.12245731800794601, "loss_cls": 0.0690728910267353, "loss_rpn_cls": 0.009435738436877728, "loss_rpn_loc": 0.046702196821570396, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.292052460999912, "total_loss": 0.2818329422734678} +{"data_time": 0.003647059500508476, "eta_seconds": 10314.066122492404, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.07185904571801466, "fast_rcnn/fg_cls_accuracy": 0.9105245683930943, "iteration": 24519, "loss_box_reg": 0.16232968866825104, "loss_cls": 0.09992252662777901, "loss_rpn_cls": 0.009741733781993389, "loss_rpn_loc": 0.037704236805438995, "lr": 0.00025, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2910570000003645, "total_loss": 0.31937539810314775} +{"data_time": 0.0036904565004078904, "eta_seconds": 10308.327635319929, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06553147574819401, "fast_rcnn/fg_cls_accuracy": 0.9328958675103507, "iteration": 24539, "loss_box_reg": 0.13303052634000778, "loss_cls": 0.07704385370016098, "loss_rpn_cls": 0.006303747184574604, "loss_rpn_loc": 0.033844586461782455, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29080876850093773, "total_loss": 0.24893191386945546} +{"data_time": 0.004046663000735862, "eta_seconds": 10302.347539371403, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07421875, "fast_rcnn/fg_cls_accuracy": 0.9221443965517242, "iteration": 24559, "loss_box_reg": 0.12945348024368286, "loss_cls": 0.0756630003452301, "loss_rpn_cls": 0.010890168603509665, "loss_rpn_loc": 0.023193315602838993, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2903396315005011, "total_loss": 0.2469095471315086} +{"data_time": 0.0038664940002490766, "eta_seconds": 10298.536592191522, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06545287637698899, "fast_rcnn/fg_cls_accuracy": 0.9319131540697674, "iteration": 24579, "loss_box_reg": 0.1180727370083332, "loss_cls": 0.08793304488062859, "loss_rpn_cls": 0.008952978532761335, "loss_rpn_loc": 0.03747326508164406, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2937860414995157, "total_loss": 0.2813964867964387} +{"data_time": 0.0036814454997511348, "eta_seconds": 10294.085050181093, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05467478729834023, "fast_rcnn/fg_cls_accuracy": 0.9280068808405784, "iteration": 24599, "loss_box_reg": 0.08776845410466194, "loss_cls": 0.05268781632184982, "loss_rpn_cls": 0.005850484594702721, "loss_rpn_loc": 0.023085905238986015, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2922001580000142, "total_loss": 0.1831659129820764} +{"data_time": 0.0036391240000739344, "eta_seconds": 10289.399202475015, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07917542016806722, "fast_rcnn/fg_cls_accuracy": 0.9075959774840301, "iteration": 24619, "loss_box_reg": 0.12614146247506142, "loss_cls": 0.09080086275935173, "loss_rpn_cls": 0.012549012899398804, "loss_rpn_loc": 0.038730086758732796, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2923436595001476, "total_loss": 0.29400108626578003} +{"data_time": 0.0036198730012984015, "eta_seconds": 10281.09130152152, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06863619586614172, "fast_rcnn/fg_cls_accuracy": 0.9176304133858268, "iteration": 24639, "loss_box_reg": 0.12044965103268623, "loss_cls": 0.06801667809486389, "loss_rpn_cls": 0.007190235890448093, "loss_rpn_loc": 0.030771145597100258, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28840682250029204, "total_loss": 0.24104741169139743} +{"data_time": 0.0037723899995398824, "eta_seconds": 10273.277709971371, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06792452830188679, "fast_rcnn/fg_cls_accuracy": 0.9232034632034632, "iteration": 24659, "loss_box_reg": 0.14002689719200134, "loss_cls": 0.0863233432173729, "loss_rpn_cls": 0.007840631762519479, "loss_rpn_loc": 0.03676573932170868, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2896725509999669, "total_loss": 0.2606575477402657} +{"data_time": 0.0038361585002348875, "eta_seconds": 10267.553986652529, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06794080405191516, "fast_rcnn/fg_cls_accuracy": 0.8999165623696287, "iteration": 24679, "loss_box_reg": 0.11226695775985718, "loss_cls": 0.09480465203523636, "loss_rpn_cls": 0.011506264097988605, "loss_rpn_loc": 0.03261803463101387, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2933456765003939, "total_loss": 0.27079051546752453} +{"data_time": 0.0037660100006178254, "eta_seconds": 10259.515045984972, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06614432521433032, "fast_rcnn/fg_cls_accuracy": 0.9309316981774826, "iteration": 24699, "loss_box_reg": 0.13038164377212524, "loss_cls": 0.06410522945225239, "loss_rpn_cls": 0.007494281977415085, "loss_rpn_loc": 0.032200051471590996, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2898640194998734, "total_loss": 0.22973702009767294} +{"data_time": 0.003751744000510371, "eta_seconds": 10252.105587385086, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05623484768630758, "fast_rcnn/fg_cls_accuracy": 0.9377034685101081, "iteration": 24719, "loss_box_reg": 0.09650308638811111, "loss_cls": 0.05906505696475506, "loss_rpn_cls": 0.011345117818564177, "loss_rpn_loc": 0.025061761029064655, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28901950100043905, "total_loss": 0.21763553353957832} +{"data_time": 0.0036127475004832377, "eta_seconds": 10246.293736145071, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.08014023306340115, "fast_rcnn/fg_cls_accuracy": 0.9040753865979381, "iteration": 24739, "loss_box_reg": 0.12866134196519852, "loss_cls": 0.09783467650413513, "loss_rpn_cls": 0.005869975779205561, "loss_rpn_loc": 0.02769214939326048, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.28856176449971827, "total_loss": 0.24559458903968334} +{"data_time": 0.0036333135003587813, "eta_seconds": 10239.059774664638, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0952757685352622, "fast_rcnn/fg_cls_accuracy": 0.9006696428571428, "iteration": 24759, "loss_box_reg": 0.12870154529809952, "loss_cls": 0.07263272628188133, "loss_rpn_cls": 0.01007817080244422, "loss_rpn_loc": 0.0724140889942646, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.2892193195002619, "total_loss": 0.35803449153900146} +{"data_time": 0.0035975070004496956, "eta_seconds": 10231.917854794974, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07205618052319776, "fast_rcnn/fg_cls_accuracy": 0.9076030147989217, "iteration": 24779, "loss_box_reg": 0.11678550764918327, "loss_cls": 0.08184105157852173, "loss_rpn_cls": 0.011545656714588404, "loss_rpn_loc": 0.03206021711230278, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29029038499993476, "total_loss": 0.261862967396155} +{"data_time": 0.003928496999833442, "eta_seconds": 10226.107566404971, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05909051235052806, "fast_rcnn/fg_cls_accuracy": 0.926623992413466, "iteration": 24799, "loss_box_reg": 0.12734898179769516, "loss_cls": 0.06555210240185261, "loss_rpn_cls": 0.006057671504095197, "loss_rpn_loc": 0.030453499406576157, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2910945214998719, "total_loss": 0.26190095860511065} +{"data_time": 0.003945197499888309, "eta_seconds": 10219.037957144446, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07113974439555834, "fast_rcnn/fg_cls_accuracy": 0.9197779174523361, "iteration": 24819, "loss_box_reg": 0.11774177104234695, "loss_cls": 0.06973874196410179, "loss_rpn_cls": 0.007711657555773854, "loss_rpn_loc": 0.037331175059080124, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29130385650114476, "total_loss": 0.2545789123105351} +{"data_time": 0.004131072000745917, "eta_seconds": 10215.447613534961, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07309391361256545, "fast_rcnn/fg_cls_accuracy": 0.912109375, "iteration": 24839, "loss_box_reg": 0.13382872939109802, "loss_cls": 0.0743010826408863, "loss_rpn_cls": 0.01153508760035038, "loss_rpn_loc": 0.02972124144434929, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2922878130002573, "total_loss": 0.2519735796377063} +{"data_time": 0.004077239500475116, "eta_seconds": 10209.636778714976, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06934770331325302, "fast_rcnn/fg_cls_accuracy": 0.9141942771084337, "iteration": 24859, "loss_box_reg": 0.13441826403141022, "loss_cls": 0.07894227653741837, "loss_rpn_cls": 0.008527329657226801, "loss_rpn_loc": 0.03865528106689453, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29263123749933584, "total_loss": 0.2719539627432823} +{"data_time": 0.004226061500048672, "eta_seconds": 10207.200238385049, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06475609488490489, "fast_rcnn/fg_cls_accuracy": 0.899333486554815, "iteration": 24879, "loss_box_reg": 0.11984173581004143, "loss_cls": 0.07372770830988884, "loss_rpn_cls": 0.009886431507766247, "loss_rpn_loc": 0.042755717411637306, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2920169694998549, "total_loss": 0.280982248717919} +{"data_time": 0.0036146524998912355, "eta_seconds": 10198.83701073004, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0589975635224504, "fast_rcnn/fg_cls_accuracy": 0.9257713440405748, "iteration": 24899, "loss_box_reg": 0.11280263215303421, "loss_cls": 0.05923132784664631, "loss_rpn_cls": 0.012633472681045532, "loss_rpn_loc": 0.03299977723509073, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2896875815004023, "total_loss": 0.25351175875402987} +{"data_time": 0.00378403100057767, "eta_seconds": 10192.92276532593, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05763921839278782, "fast_rcnn/fg_cls_accuracy": 0.9217510772497346, "iteration": 24919, "loss_box_reg": 0.10951359570026398, "loss_cls": 0.06899514049291611, "loss_rpn_cls": 0.006975181400775909, "loss_rpn_loc": 0.019782094284892082, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29168248950009, "total_loss": 0.2181888115592301} +{"data_time": 0.00377231499987829, "eta_seconds": 10189.761969185074, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0797923018292683, "fast_rcnn/fg_cls_accuracy": 0.9163014481707317, "iteration": 24939, "loss_box_reg": 0.12727349624037743, "loss_cls": 0.06733976677060127, "loss_rpn_cls": 0.005862601334229112, "loss_rpn_loc": 0.028976408764719963, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2898175025011369, "total_loss": 0.23902427172288299} +{"data_time": 0.003749278498617059, "eta_seconds": 10185.412220377475, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.07542613636363636, "fast_rcnn/fg_cls_accuracy": 0.903192077020202, "iteration": 24959, "loss_box_reg": 0.13631267845630646, "loss_cls": 0.10043942555785179, "loss_rpn_cls": 0.008416867349296808, "loss_rpn_loc": 0.06134171038866043, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.29149375050019444, "total_loss": 0.28357745753601193} +{"data_time": 0.003631408500041289, "eta_seconds": 10180.347409093501, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05828268661368241, "fast_rcnn/fg_cls_accuracy": 0.9323296037646116, "iteration": 24979, "loss_box_reg": 0.12071734666824341, "loss_cls": 0.06926095113158226, "loss_rpn_cls": 0.008894361555576324, "loss_rpn_loc": 0.0260094553232193, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2915513275011108, "total_loss": 0.2512741821119562} +{"data_time": 0.0038749844998164917, "eta_seconds": 10173.08307748408, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06062508919651777, "fast_rcnn/fg_cls_accuracy": 0.9149741824440619, "iteration": 24999, "loss_box_reg": 0.10705816373229027, "loss_cls": 0.056056467816233635, "loss_rpn_cls": 0.010567041113972664, "loss_rpn_loc": 0.04221384972333908, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2892461215005824, "total_loss": 0.2454985345248133} +{"data_time": 0.00370239650055737, "eta_seconds": 10167.583500360033, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07690635596904616, "fast_rcnn/fg_cls_accuracy": 0.9132104454685099, "iteration": 25019, "loss_box_reg": 0.10713294520974159, "loss_cls": 0.06346115469932556, "loss_rpn_cls": 0.00868957582861185, "loss_rpn_loc": 0.05048926919698715, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2905062089994317, "total_loss": 0.2556659113615751} +{"data_time": 0.0037549489998127683, "eta_seconds": 10161.086994838843, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09811085368027089, "fast_rcnn/fg_cls_accuracy": 0.8869756955627679, "iteration": 25039, "loss_box_reg": 0.12956788390874863, "loss_cls": 0.09382481873035431, "loss_rpn_cls": 0.008338409941643476, "loss_rpn_loc": 0.024887525476515293, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.29010068550087453, "total_loss": 0.2642896128818393} +{"data_time": 0.004101375499885762, "eta_seconds": 10155.426354386691, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07318161535029005, "fast_rcnn/fg_cls_accuracy": 0.9118465885481593, "iteration": 25059, "loss_box_reg": 0.13095944374799728, "loss_cls": 0.10604384541511536, "loss_rpn_cls": 0.013918265234678984, "loss_rpn_loc": 0.034193310886621475, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2918596620002063, "total_loss": 0.2751726016867906} +{"data_time": 0.003938202499739418, "eta_seconds": 10150.523163877551, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05600586691369461, "fast_rcnn/fg_cls_accuracy": 0.935536904040841, "iteration": 25079, "loss_box_reg": 0.11479846388101578, "loss_cls": 0.06519687548279762, "loss_rpn_cls": 0.011137433350086212, "loss_rpn_loc": 0.019259284250438213, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.29301889599992137, "total_loss": 0.2171041367109865} +{"data_time": 0.0036525289997371146, "eta_seconds": 10146.679088469136, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.049342105263157895, "fast_rcnn/fg_cls_accuracy": 0.9434173411822417, "iteration": 25099, "loss_box_reg": 0.10098866000771523, "loss_cls": 0.050951821729540825, "loss_rpn_cls": 0.008723733481019735, "loss_rpn_loc": 0.03386377543210983, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29097044599984656, "total_loss": 0.21266200789250433} +{"data_time": 0.0037953410001136945, "eta_seconds": 10142.678551194258, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07151988636363636, "fast_rcnn/fg_cls_accuracy": 0.91015625, "iteration": 25119, "loss_box_reg": 0.1282111145555973, "loss_cls": 0.08839384093880653, "loss_rpn_cls": 0.015064130071550608, "loss_rpn_loc": 0.03568032756447792, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2907092540008307, "total_loss": 0.2767795280087739} +{"data_time": 0.0037531295001826948, "eta_seconds": 10135.65641255891, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0560297024928878, "fast_rcnn/fg_cls_accuracy": 0.9393415727879252, "iteration": 25139, "loss_box_reg": 0.1048559918999672, "loss_cls": 0.056510986760258675, "loss_rpn_cls": 0.011223967652767897, "loss_rpn_loc": 0.04200488515198231, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2891308910002408, "total_loss": 0.21336099517066032} +{"data_time": 0.0037798604998897645, "eta_seconds": 10128.09544658081, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.061051615168539325, "fast_rcnn/fg_cls_accuracy": 0.9291827598314606, "iteration": 25159, "loss_box_reg": 0.10953974723815918, "loss_cls": 0.06377622857689857, "loss_rpn_cls": 0.008397679775953293, "loss_rpn_loc": 0.02959601115435362, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28981773300074565, "total_loss": 0.21820137510076165} +{"data_time": 0.003760875000807573, "eta_seconds": 10121.955104081553, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08878152412280702, "fast_rcnn/fg_cls_accuracy": 0.905359100877193, "iteration": 25179, "loss_box_reg": 0.13414349779486656, "loss_cls": 0.08159814774990082, "loss_rpn_cls": 0.011551110539585352, "loss_rpn_loc": 0.03350212052464485, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29020885600039037, "total_loss": 0.30041020130738616} +{"data_time": 0.0037600744999508606, "eta_seconds": 10115.968082383188, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.08611391978429389, "fast_rcnn/fg_cls_accuracy": 0.9057705297693718, "iteration": 25199, "loss_box_reg": 0.11577750742435455, "loss_cls": 0.08305077999830246, "loss_rpn_cls": 0.012985466048121452, "loss_rpn_loc": 0.06138638220727444, "lr": 0.00025, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2901193859997875, "total_loss": 0.2918838206678629} +{"data_time": 0.0036530095003399765, "eta_seconds": 10110.154307623197, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.10431831968456173, "fast_rcnn/fg_cls_accuracy": 0.8939768721785913, "iteration": 25219, "loss_box_reg": 0.1501964032649994, "loss_cls": 0.0899222306907177, "loss_rpn_cls": 0.016916029155254364, "loss_rpn_loc": 0.04755999520421028, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.29063322599995445, "total_loss": 0.3242614511400461} +{"data_time": 0.003710937499818101, "eta_seconds": 10104.014466677654, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04724702380952381, "fast_rcnn/fg_cls_accuracy": 0.9409412202380952, "iteration": 25239, "loss_box_reg": 0.10888325423002243, "loss_cls": 0.05392846092581749, "loss_rpn_cls": 0.009911803063005209, "loss_rpn_loc": 0.020223421044647694, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2874642285005393, "total_loss": 0.22633654344826937} +{"data_time": 0.003707361500346451, "eta_seconds": 10097.485044484401, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0663275508673699, "fast_rcnn/fg_cls_accuracy": 0.9236255366292757, "iteration": 25259, "loss_box_reg": 0.1281532421708107, "loss_cls": 0.06394395790994167, "loss_rpn_cls": 0.00865858281031251, "loss_rpn_loc": 0.04322444275021553, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2913875399999597, "total_loss": 0.245460522826761} +{"data_time": 0.0035928569996031, "eta_seconds": 10091.671869444399, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.10040584415584416, "fast_rcnn/fg_cls_accuracy": 0.8850780581693756, "iteration": 25279, "loss_box_reg": 0.133355513215065, "loss_cls": 0.08448103070259094, "loss_rpn_cls": 0.009830082766711712, "loss_rpn_loc": 0.0363882128149271, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2898079569995389, "total_loss": 0.28571970481425524} +{"data_time": 0.003674855000099342, "eta_seconds": 10088.312262030377, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06362229102167183, "fast_rcnn/fg_cls_accuracy": 0.9267942583732057, "iteration": 25299, "loss_box_reg": 0.12113882228732109, "loss_cls": 0.06703014299273491, "loss_rpn_cls": 0.008372393436729908, "loss_rpn_loc": 0.03025614097714424, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29150773150104214, "total_loss": 0.21637596492655575} +{"data_time": 0.0038521285005117534, "eta_seconds": 10082.979048534107, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06502747639847822, "fast_rcnn/fg_cls_accuracy": 0.9206149193548387, "iteration": 25319, "loss_box_reg": 0.12036621570587158, "loss_cls": 0.07830280065536499, "loss_rpn_cls": 0.009985720738768578, "loss_rpn_loc": 0.02650840301066637, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2908940024990443, "total_loss": 0.25966653251089156} +{"data_time": 0.0038316624995786697, "eta_seconds": 10075.53630552371, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06636141636141636, "fast_rcnn/fg_cls_accuracy": 0.9193425076452599, "iteration": 25339, "loss_box_reg": 0.13157860934734344, "loss_cls": 0.06937328353524208, "loss_rpn_cls": 0.009625146631151438, "loss_rpn_loc": 0.027088076807558537, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29096788549941266, "total_loss": 0.24425950332079083} +{"data_time": 0.0037105774999872665, "eta_seconds": 10069.95482978069, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0465360812353542, "fast_rcnn/fg_cls_accuracy": 0.9405195742377774, "iteration": 25359, "loss_box_reg": 0.11774105951189995, "loss_cls": 0.07944265007972717, "loss_rpn_cls": 0.006172946887090802, "loss_rpn_loc": 0.02229397650808096, "lr": 0.00025, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.29237043149987585, "total_loss": 0.2296198457479477} +{"data_time": 0.003635488499639905, "eta_seconds": 10066.519612145585, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.0859375, "fast_rcnn/fg_cls_accuracy": 0.9014032677493744, "iteration": 25379, "loss_box_reg": 0.14120084792375565, "loss_cls": 0.08301075175404549, "loss_rpn_cls": 0.012070995289832354, "loss_rpn_loc": 0.03698221035301685, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2922227039998688, "total_loss": 0.2756756490562111} +{"data_time": 0.003660640000816784, "eta_seconds": 10062.238911120767, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08038098629161475, "fast_rcnn/fg_cls_accuracy": 0.9189703370088522, "iteration": 25399, "loss_box_reg": 0.13129203766584396, "loss_cls": 0.09548700228333473, "loss_rpn_cls": 0.012212844099849463, "loss_rpn_loc": 0.05348321795463562, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 192.0, "rpn/num_pos_anchors": 64.0, "time": 0.29104404899953806, "total_loss": 0.28441965323872864} +{"data_time": 0.004139161499551847, "eta_seconds": 10057.098488722058, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09584762371386576, "fast_rcnn/fg_cls_accuracy": 0.8953907058168218, "iteration": 25419, "loss_box_reg": 0.11966747045516968, "loss_cls": 0.0889764130115509, "loss_rpn_cls": 0.009724228642880917, "loss_rpn_loc": 0.034725673496723175, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29120666200014966, "total_loss": 0.2667738115414977} +{"data_time": 0.0038568389991269214, "eta_seconds": 10050.763011861127, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0834699281301223, "fast_rcnn/fg_cls_accuracy": 0.8946087896810072, "iteration": 25439, "loss_box_reg": 0.12307917699217796, "loss_cls": 0.07731348276138306, "loss_rpn_cls": 0.011820523999631405, "loss_rpn_loc": 0.024812517687678337, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28971305250070145, "total_loss": 0.2528319335542619} +{"data_time": 0.0037475540002560592, "eta_seconds": 10044.78994191073, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07431891025641026, "fast_rcnn/fg_cls_accuracy": 0.9075091575091575, "iteration": 25459, "loss_box_reg": 0.1032867543399334, "loss_cls": 0.0661415122449398, "loss_rpn_cls": 0.009684076067060232, "loss_rpn_loc": 0.03964992053806782, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29213700050058833, "total_loss": 0.23143088072538376} +{"data_time": 0.0036307584996393416, "eta_seconds": 10038.781342433394, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06654858299595141, "fast_rcnn/fg_cls_accuracy": 0.9312078272604589, "iteration": 25479, "loss_box_reg": 0.13547874987125397, "loss_cls": 0.06878412142395973, "loss_rpn_cls": 0.009150285739451647, "loss_rpn_loc": 0.029642843641340733, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.29083772499961924, "total_loss": 0.24029108858667314} +{"data_time": 0.003788861000430188, "eta_seconds": 10032.526100988889, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08782742681047766, "fast_rcnn/fg_cls_accuracy": 0.9019827310521267, "iteration": 25499, "loss_box_reg": 0.13631171733140945, "loss_cls": 0.10219976305961609, "loss_rpn_cls": 0.007380228256806731, "loss_rpn_loc": 0.024871978908777237, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29035743799977354, "total_loss": 0.2753482877742499} +{"data_time": 0.0037421689994516782, "eta_seconds": 10026.15860174883, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.10731907894736842, "fast_rcnn/fg_cls_accuracy": 0.8792440878378378, "iteration": 25519, "loss_box_reg": 0.1496165469288826, "loss_cls": 0.08981991559267044, "loss_rpn_cls": 0.007259665057063103, "loss_rpn_loc": 0.027306649833917618, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2897773654995035, "total_loss": 0.295822748914361} +{"data_time": 0.003613458000472747, "eta_seconds": 10019.707504884227, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07795186464911236, "fast_rcnn/fg_cls_accuracy": 0.9136786488439306, "iteration": 25539, "loss_box_reg": 0.11727235093712807, "loss_cls": 0.08381450921297073, "loss_rpn_cls": 0.010386275127530098, "loss_rpn_loc": 0.05829621106386185, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29021693150025385, "total_loss": 0.2639301270246506} +{"data_time": 0.00386406449979404, "eta_seconds": 10015.424385968618, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.08227726574500768, "fast_rcnn/fg_cls_accuracy": 0.9125100563153661, "iteration": 25559, "loss_box_reg": 0.14064665138721466, "loss_cls": 0.07476673275232315, "loss_rpn_cls": 0.011925461702048779, "loss_rpn_loc": 0.03489384800195694, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29155673799959914, "total_loss": 0.28341356106102467} +{"data_time": 0.003612216999499651, "eta_seconds": 10007.725006318924, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07241153342070773, "fast_rcnn/fg_cls_accuracy": 0.9198428403452923, "iteration": 25579, "loss_box_reg": 0.13370876014232635, "loss_cls": 0.0814010426402092, "loss_rpn_cls": 0.009501743596047163, "loss_rpn_loc": 0.022813521325588226, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.28979231149969564, "total_loss": 0.26763088442385197} +{"data_time": 0.0037340029994084034, "eta_seconds": 10002.261699594237, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07850378787878788, "fast_rcnn/fg_cls_accuracy": 0.9115228687260892, "iteration": 25599, "loss_box_reg": 0.1340222954750061, "loss_cls": 0.0807504951953888, "loss_rpn_cls": 0.008362799882888794, "loss_rpn_loc": 0.027291187085211277, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29305382250004186, "total_loss": 0.2658298125024885} +{"data_time": 0.003640109000116354, "eta_seconds": 9995.756046384158, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08409090909090909, "fast_rcnn/fg_cls_accuracy": 0.9015925480769231, "iteration": 25619, "loss_box_reg": 0.13054496049880981, "loss_cls": 0.08724107593297958, "loss_rpn_cls": 0.014053136110305786, "loss_rpn_loc": 0.029993637464940548, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.2905713330001163, "total_loss": 0.27255144342780113} +{"data_time": 0.0035899414997402346, "eta_seconds": 9992.159753248598, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08096607245543416, "fast_rcnn/fg_cls_accuracy": 0.9185789563148055, "iteration": 25639, "loss_box_reg": 0.118186816573143, "loss_cls": 0.07464031502604485, "loss_rpn_cls": 0.009384389501065016, "loss_rpn_loc": 0.03509211167693138, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2916129055001875, "total_loss": 0.23988678841851652} +{"data_time": 0.0037323134993130225, "eta_seconds": 9984.815894304247, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.061088782514450865, "fast_rcnn/fg_cls_accuracy": 0.9182952182952183, "iteration": 25659, "loss_box_reg": 0.14180009812116623, "loss_cls": 0.0922415629029274, "loss_rpn_cls": 0.010703905951231718, "loss_rpn_loc": 0.032478563487529755, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2892130295003881, "total_loss": 0.2641528523527086} +{"data_time": 0.003553204499439744, "eta_seconds": 9976.699538533576, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08243447308812427, "fast_rcnn/fg_cls_accuracy": 0.9137711399077532, "iteration": 25679, "loss_box_reg": 0.1183398999273777, "loss_cls": 0.06636752188205719, "loss_rpn_cls": 0.008032330311834812, "loss_rpn_loc": 0.02315931860357523, "lr": 0.00025, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29012490149943915, "total_loss": 0.24971054680645466} +{"data_time": 0.0037064014995848993, "eta_seconds": 9971.336673224141, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06173780487804878, "fast_rcnn/fg_cls_accuracy": 0.9295089285714286, "iteration": 25699, "loss_box_reg": 0.10631996765732765, "loss_cls": 0.07651662826538086, "loss_rpn_cls": 0.010479590855538845, "loss_rpn_loc": 0.028536212630569935, "lr": 0.00025, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2902926649994697, "total_loss": 0.26435401383787394} +{"data_time": 0.0037609695000355714, "eta_seconds": 9964.809938623439, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06943027210884353, "fast_rcnn/fg_cls_accuracy": 0.9219758969577678, "iteration": 25719, "loss_box_reg": 0.1212063655257225, "loss_cls": 0.07614939287304878, "loss_rpn_cls": 0.013747363816946745, "loss_rpn_loc": 0.02485113963484764, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2896187784999711, "total_loss": 0.25784781016409397} +{"data_time": 0.0037924409998595365, "eta_seconds": 9959.257756123552, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9375324675324674, "iteration": 25739, "loss_box_reg": 0.12489660084247589, "loss_cls": 0.06543522700667381, "loss_rpn_cls": 0.011611184105277061, "loss_rpn_loc": 0.03396676853299141, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29017285899954004, "total_loss": 0.23853164911270142} +{"data_time": 0.00365852450067905, "eta_seconds": 9955.051978714182, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.053094233473980304, "fast_rcnn/fg_cls_accuracy": 0.9381087662337663, "iteration": 25759, "loss_box_reg": 0.12250562012195587, "loss_cls": 0.07573219761252403, "loss_rpn_cls": 0.010174360126256943, "loss_rpn_loc": 0.027573877945542336, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2907366994995755, "total_loss": 0.2616465487226378} +{"data_time": 0.0037065369988340535, "eta_seconds": 9948.774269310416, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05885095235980997, "fast_rcnn/fg_cls_accuracy": 0.9389068951738223, "iteration": 25779, "loss_box_reg": 0.10858972370624542, "loss_cls": 0.06436618976294994, "loss_rpn_cls": 0.008221159223467112, "loss_rpn_loc": 0.03596934676170349, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2899788054992314, "total_loss": 0.23541002301499248} +{"data_time": 0.0038314729999910924, "eta_seconds": 9942.26572082407, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07442280783582089, "fast_rcnn/fg_cls_accuracy": 0.910127098880597, "iteration": 25799, "loss_box_reg": 0.12253107503056526, "loss_cls": 0.06263411976397038, "loss_rpn_cls": 0.013045968022197485, "loss_rpn_loc": 0.02978479489684105, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2888509824997527, "total_loss": 0.23146092088427395} +{"data_time": 0.003922681999938504, "eta_seconds": 9936.96065852002, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.058481012658227846, "fast_rcnn/fg_cls_accuracy": 0.9273863636363636, "iteration": 25819, "loss_box_reg": 0.13621238619089127, "loss_cls": 0.07229306176304817, "loss_rpn_cls": 0.013364946935325861, "loss_rpn_loc": 0.03408330865204334, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29164778249923984, "total_loss": 0.2592175332829356} +{"data_time": 0.00367972549975093, "eta_seconds": 9931.146170130014, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0690929015837104, "fast_rcnn/fg_cls_accuracy": 0.919953893442623, "iteration": 25839, "loss_box_reg": 0.10897266119718552, "loss_cls": 0.06329093873500824, "loss_rpn_cls": 0.013163771014660597, "loss_rpn_loc": 0.04200141690671444, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29200311900058296, "total_loss": 0.24219533638097346} +{"data_time": 0.003865529500217235, "eta_seconds": 9924.631436199925, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05257726047818359, "fast_rcnn/fg_cls_accuracy": 0.9158127767235926, "iteration": 25859, "loss_box_reg": 0.12465056031942368, "loss_cls": 0.07682361081242561, "loss_rpn_cls": 0.010739571414887905, "loss_rpn_loc": 0.032568953931331635, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29218217249945155, "total_loss": 0.2643534913659096} +{"data_time": 0.003586681999877328, "eta_seconds": 9917.574468791936, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.05824424342105263, "fast_rcnn/fg_cls_accuracy": 0.9372209088521145, "iteration": 25879, "loss_box_reg": 0.11048394069075584, "loss_cls": 0.07506900653243065, "loss_rpn_cls": 0.010215069632977247, "loss_rpn_loc": 0.039994753897190094, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.289709727000627, "total_loss": 0.23507983423769474} +{"data_time": 0.003641643499577185, "eta_seconds": 9911.761119161929, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08337279040404041, "fast_rcnn/fg_cls_accuracy": 0.8930930930930931, "iteration": 25899, "loss_box_reg": 0.15937726944684982, "loss_cls": 0.09387553483247757, "loss_rpn_cls": 0.007517228601500392, "loss_rpn_loc": 0.04021909274160862, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2897260179997829, "total_loss": 0.31398060405626893} +{"data_time": 0.003812532499068766, "eta_seconds": 9905.449025738344, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07564786585365854, "fast_rcnn/fg_cls_accuracy": 0.9194740853658536, "iteration": 25919, "loss_box_reg": 0.1186838373541832, "loss_cls": 0.07532377913594246, "loss_rpn_cls": 0.006410376168787479, "loss_rpn_loc": 0.023764358833432198, "lr": 0.00025, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29053301049953006, "total_loss": 0.258835437707603} +{"data_time": 0.0037193225007285946, "eta_seconds": 9899.635968798357, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.05722983589385475, "fast_rcnn/fg_cls_accuracy": 0.9210635216221809, "iteration": 25939, "loss_box_reg": 0.12829340621829033, "loss_cls": 0.069084532558918, "loss_rpn_cls": 0.009907506871968508, "loss_rpn_loc": 0.027204278856515884, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2903407470003003, "total_loss": 0.23540258628781885} +{"data_time": 0.0037041120003777905, "eta_seconds": 9893.82291185837, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.09373680506685433, "fast_rcnn/fg_cls_accuracy": 0.9017193084130204, "iteration": 25959, "loss_box_reg": 0.13177141547203064, "loss_cls": 0.08128559589385986, "loss_rpn_cls": 0.013710223138332367, "loss_rpn_loc": 0.03976844996213913, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.291592179500185, "total_loss": 0.28739801701158285} +{"data_time": 0.003667019999738841, "eta_seconds": 9888.009854918382, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08474264705882353, "fast_rcnn/fg_cls_accuracy": 0.9070081422399467, "iteration": 25979, "loss_box_reg": 0.11970251426100731, "loss_cls": 0.0770522803068161, "loss_rpn_cls": 0.010770434513688087, "loss_rpn_loc": 0.03673960082232952, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2909363539993137, "total_loss": 0.27909556520171463} +{"data_time": 0.003718167500665004, "eta_seconds": 9883.09626800583, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06760869565217392, "fast_rcnn/fg_cls_accuracy": 0.9219820419022282, "iteration": 25999, "loss_box_reg": 0.10563529655337334, "loss_cls": 0.07107320427894592, "loss_rpn_cls": 0.00886319950222969, "loss_rpn_loc": 0.029331940226256847, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29082241950072785, "total_loss": 0.20149813103489578} +{"data_time": 0.003852828499475436, "eta_seconds": 9879.06026071496, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06190990691489362, "fast_rcnn/fg_cls_accuracy": 0.9180057161003493, "iteration": 26019, "loss_box_reg": 0.12235052138566971, "loss_cls": 0.06326785311102867, "loss_rpn_cls": 0.010929312091320753, "loss_rpn_loc": 0.04632784612476826, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.2926644640001541, "total_loss": 0.2636960849631578} +{"data_time": 0.003818377500465431, "eta_seconds": 9877.876125342882, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07093241393297166, "fast_rcnn/fg_cls_accuracy": 0.9146171462710346, "iteration": 26039, "loss_box_reg": 0.12768176198005676, "loss_cls": 0.07400249317288399, "loss_rpn_cls": 0.010146279819309711, "loss_rpn_loc": 0.03254893608391285, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2943204565008273, "total_loss": 0.24894007807597518} +{"data_time": 0.004114520499570062, "eta_seconds": 9872.549402690947, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05714712918660288, "fast_rcnn/fg_cls_accuracy": 0.9428528708133972, "iteration": 26059, "loss_box_reg": 0.12325137481093407, "loss_cls": 0.066483985632658, "loss_rpn_cls": 0.00785456201992929, "loss_rpn_loc": 0.04445818066596985, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2929237415009993, "total_loss": 0.2466880709398538} +{"data_time": 0.0037816255007783184, "eta_seconds": 9866.626754867611, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06428246359223301, "fast_rcnn/fg_cls_accuracy": 0.9161646586345381, "iteration": 26079, "loss_box_reg": 0.12512033805251122, "loss_cls": 0.07128437235951424, "loss_rpn_cls": 0.009142137598246336, "loss_rpn_loc": 0.043414849787950516, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29256738999993104, "total_loss": 0.2566105052828789} +{"data_time": 0.0037878604998695664, "eta_seconds": 9860.809168337619, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0554160125588697, "fast_rcnn/fg_cls_accuracy": 0.9346854967948718, "iteration": 26099, "loss_box_reg": 0.11899416893720627, "loss_cls": 0.06298156082630157, "loss_rpn_cls": 0.009572341106832027, "loss_rpn_loc": 0.037562524899840355, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2910342790000868, "total_loss": 0.22195865120738745} +{"data_time": 0.003787565499806078, "eta_seconds": 9855.921977440994, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.11028708133971292, "fast_rcnn/fg_cls_accuracy": 0.8791866028708134, "iteration": 26119, "loss_box_reg": 0.14182350784540176, "loss_cls": 0.10858873650431633, "loss_rpn_cls": 0.012294528540223837, "loss_rpn_loc": 0.034927310422062874, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2936969774991667, "total_loss": 0.35495221125893295} +{"data_time": 0.0037539390004894813, "eta_seconds": 9850.103841680993, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0625487900078064, "fast_rcnn/fg_cls_accuracy": 0.936125031852544, "iteration": 26139, "loss_box_reg": 0.11689772829413414, "loss_cls": 0.05558573640882969, "loss_rpn_cls": 0.01142329815775156, "loss_rpn_loc": 0.029520063661038876, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2904917590003606, "total_loss": 0.21137326490134} +{"data_time": 0.003666384499410924, "eta_seconds": 9844.960864673558, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0832229872881356, "fast_rcnn/fg_cls_accuracy": 0.9110640301318267, "iteration": 26159, "loss_box_reg": 0.12677419185638428, "loss_cls": 0.08632180467247963, "loss_rpn_cls": 0.00747555959969759, "loss_rpn_loc": 0.04506128467619419, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29030653050085675, "total_loss": 0.26653815852478147} +{"data_time": 0.003735973499715328, "eta_seconds": 9838.467570160992, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09040032679738563, "fast_rcnn/fg_cls_accuracy": 0.899795751633987, "iteration": 26179, "loss_box_reg": 0.10439566522836685, "loss_cls": 0.07091419771313667, "loss_rpn_cls": 0.010987378656864166, "loss_rpn_loc": 0.03154595475643873, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28952825399937865, "total_loss": 0.23191917594522238} +{"data_time": 0.0036403985004653805, "eta_seconds": 9831.603949667624, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.07046204620462046, "fast_rcnn/fg_cls_accuracy": 0.9195472003234283, "iteration": 26199, "loss_box_reg": 0.1295895129442215, "loss_cls": 0.06201509013772011, "loss_rpn_cls": 0.011560242157429457, "loss_rpn_loc": 0.037600498646497726, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28903912600071635, "total_loss": 0.26147488807328045} +{"data_time": 0.0038722999997844454, "eta_seconds": 9827.958942596124, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08154357513331872, "fast_rcnn/fg_cls_accuracy": 0.9057013959266402, "iteration": 26219, "loss_box_reg": 0.1285281777381897, "loss_cls": 0.07573387771844864, "loss_rpn_cls": 0.015402118675410748, "loss_rpn_loc": 0.061772728338837624, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.2939778505005961, "total_loss": 0.3002979923039675} +{"data_time": 0.0036646200005634455, "eta_seconds": 9822.968812174076, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.10380398671096346, "fast_rcnn/fg_cls_accuracy": 0.8846902654867257, "iteration": 26239, "loss_box_reg": 0.133474700152874, "loss_cls": 0.09736931324005127, "loss_rpn_cls": 0.01002159295603633, "loss_rpn_loc": 0.051742397248744965, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2918270410000332, "total_loss": 0.3054613310378045} +{"data_time": 0.003844563000711787, "eta_seconds": 9818.035884517394, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0446927374301676, "fast_rcnn/fg_cls_accuracy": 0.939453125, "iteration": 26259, "loss_box_reg": 0.12753072381019592, "loss_cls": 0.07073837146162987, "loss_rpn_cls": 0.007985403761267662, "loss_rpn_loc": 0.04463628679513931, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.29498897299981763, "total_loss": 0.259546909481287} +{"data_time": 0.0036411085002328036, "eta_seconds": 9814.32182821085, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07273404183307386, "fast_rcnn/fg_cls_accuracy": 0.9194531840686813, "iteration": 26279, "loss_box_reg": 0.13189160823822021, "loss_cls": 0.07676253467798233, "loss_rpn_cls": 0.008329819422215223, "loss_rpn_loc": 0.024613955058157444, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2910703805000594, "total_loss": 0.25116946501657367} +{"data_time": 0.0036751854995600297, "eta_seconds": 9806.17802069346, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08512820512820513, "fast_rcnn/fg_cls_accuracy": 0.9085798816568047, "iteration": 26299, "loss_box_reg": 0.1153251864016056, "loss_cls": 0.08181357756257057, "loss_rpn_cls": 0.010397030971944332, "loss_rpn_loc": 0.03094925917685032, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29048443299961946, "total_loss": 0.251531689777039} +{"data_time": 0.003668140500849404, "eta_seconds": 9800.358330473464, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09236338992723642, "fast_rcnn/fg_cls_accuracy": 0.8911376367031209, "iteration": 26319, "loss_box_reg": 0.13960696756839752, "loss_cls": 0.07661962509155273, "loss_rpn_cls": 0.009948288556188345, "loss_rpn_loc": 0.044284459203481674, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2907733214997279, "total_loss": 0.2895811880007386} +{"data_time": 0.0038113970003905706, "eta_seconds": 9794.538640253468, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06125, "fast_rcnn/fg_cls_accuracy": 0.9301162790697675, "iteration": 26339, "loss_box_reg": 0.131628580391407, "loss_cls": 0.0792042501270771, "loss_rpn_cls": 0.009888908825814724, "loss_rpn_loc": 0.037651410326361656, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29107234549974237, "total_loss": 0.2757103363983333} +{"data_time": 0.003757924500860099, "eta_seconds": 9788.718950033472, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07524246532485139, "fast_rcnn/fg_cls_accuracy": 0.9135529891304348, "iteration": 26359, "loss_box_reg": 0.13190102577209473, "loss_cls": 0.09215908125042915, "loss_rpn_cls": 0.012436811346560717, "loss_rpn_loc": 0.0320834182202816, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2923854869995921, "total_loss": 0.2762857126072049} +{"data_time": 0.0037913014994046534, "eta_seconds": 9781.801701281256, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.07221215079254405, "fast_rcnn/fg_cls_accuracy": 0.927787849207456, "iteration": 26379, "loss_box_reg": 0.10881032794713974, "loss_cls": 0.06772365048527718, "loss_rpn_cls": 0.011383386328816414, "loss_rpn_loc": 0.024592064321041107, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29031740549999085, "total_loss": 0.28051033057272434} +{"data_time": 0.003778490000513557, "eta_seconds": 9776.772633584915, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09150085973962171, "fast_rcnn/fg_cls_accuracy": 0.8972350062093652, "iteration": 26399, "loss_box_reg": 0.13945546001195908, "loss_cls": 0.08602423220872879, "loss_rpn_cls": 0.01829712465405464, "loss_rpn_loc": 0.06569776684045792, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 183.0, "rpn/num_pos_anchors": 73.0, "time": 0.29244350499993743, "total_loss": 0.33981778007000685} +{"data_time": 0.0037124324999240343, "eta_seconds": 9770.16933528199, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08214285714285714, "fast_rcnn/fg_cls_accuracy": 0.9087557603686636, "iteration": 26419, "loss_box_reg": 0.1267329305410385, "loss_cls": 0.09379900991916656, "loss_rpn_cls": 0.011995194014161825, "loss_rpn_loc": 0.041739387437701225, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.28893870699994295, "total_loss": 0.27562481677159667} +{"data_time": 0.003942332999940845, "eta_seconds": 9766.192486881155, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06274606299212598, "fast_rcnn/fg_cls_accuracy": 0.9339166969927548, "iteration": 26439, "loss_box_reg": 0.1113823726773262, "loss_cls": 0.06960880011320114, "loss_rpn_cls": 0.009131901431828737, "loss_rpn_loc": 0.04245278611779213, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2933989240000301, "total_loss": 0.24096925460617058} +{"data_time": 0.0037706599996454315, "eta_seconds": 9762.21247014586, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06087187666135034, "fast_rcnn/fg_cls_accuracy": 0.919265517091604, "iteration": 26459, "loss_box_reg": 0.12610698491334915, "loss_cls": 0.07552464678883553, "loss_rpn_cls": 0.007798050297424197, "loss_rpn_loc": 0.03427691385149956, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29326564250095544, "total_loss": 0.25283534615300596} +{"data_time": 0.0036563544999808073, "eta_seconds": 9757.625641839622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06959199819168174, "fast_rcnn/fg_cls_accuracy": 0.9084538878842676, "iteration": 26479, "loss_box_reg": 0.1181299276649952, "loss_cls": 0.07531706988811493, "loss_rpn_cls": 0.005735243670642376, "loss_rpn_loc": 0.023524035699665546, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29256806949979364, "total_loss": 0.23300913046114147} +{"data_time": 0.003696571499858692, "eta_seconds": 9753.20572823739, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06709685392464956, "fast_rcnn/fg_cls_accuracy": 0.9207190999167585, "iteration": 26499, "loss_box_reg": 0.12603196501731873, "loss_cls": 0.07700427621603012, "loss_rpn_cls": 0.006058951374143362, "loss_rpn_loc": 0.032523225992918015, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29140531650045887, "total_loss": 0.2705841336864978} +{"data_time": 0.0037743599996247212, "eta_seconds": 9749.83373854946, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05328762070815451, "fast_rcnn/fg_cls_accuracy": 0.9437342099656043, "iteration": 26519, "loss_box_reg": 0.12428678572177887, "loss_cls": 0.06260789558291435, "loss_rpn_cls": 0.010087777860462666, "loss_rpn_loc": 0.026964740827679634, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2911059275002117, "total_loss": 0.2502210554666817} +{"data_time": 0.0038306075002765283, "eta_seconds": 9747.126414681607, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.043847287169303695, "fast_rcnn/fg_cls_accuracy": 0.9465498593986589, "iteration": 26539, "loss_box_reg": 0.12280253320932388, "loss_cls": 0.06313987821340561, "loss_rpn_cls": 0.009235523641109467, "loss_rpn_loc": 0.021902245469391346, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29253088899986324, "total_loss": 0.22377824154682457} +{"data_time": 0.0037721445005445275, "eta_seconds": 9738.722104318731, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0724944545271224, "fast_rcnn/fg_cls_accuracy": 0.9152312599681021, "iteration": 26559, "loss_box_reg": 0.11269892752170563, "loss_cls": 0.07223908230662346, "loss_rpn_cls": 0.00863270042464137, "loss_rpn_loc": 0.03464265540242195, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2899141610005245, "total_loss": 0.2399619952775538} +{"data_time": 0.0037804350004080334, "eta_seconds": 9733.094203178298, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05682001614205004, "fast_rcnn/fg_cls_accuracy": 0.9403551251008878, "iteration": 26579, "loss_box_reg": 0.09660059958696365, "loss_cls": 0.046465761959552765, "loss_rpn_cls": 0.007398375775665045, "loss_rpn_loc": 0.016220854595303535, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.2913812750002762, "total_loss": 0.16713244444690645} +{"data_time": 0.0036791704997085617, "eta_seconds": 9726.536644789485, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08155616554054054, "fast_rcnn/fg_cls_accuracy": 0.905045678882705, "iteration": 26599, "loss_box_reg": 0.11847604066133499, "loss_cls": 0.06843281909823418, "loss_rpn_cls": 0.008107386762276292, "loss_rpn_loc": 0.03527672775089741, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29026227299982565, "total_loss": 0.2682189657352865} +{"data_time": 0.003685786499772803, "eta_seconds": 9720.865585538213, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9265269886363636, "iteration": 26619, "loss_box_reg": 0.14397631585597992, "loss_cls": 0.06964685022830963, "loss_rpn_cls": 0.006755925249308348, "loss_rpn_loc": 0.03827207535505295, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2911418989997401, "total_loss": 0.264457268640399} +{"data_time": 0.0035934569996243226, "eta_seconds": 9715.423726078734, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.09193121693121692, "fast_rcnn/fg_cls_accuracy": 0.8995788734865766, "iteration": 26639, "loss_box_reg": 0.1445072889328003, "loss_cls": 0.08487216755747795, "loss_rpn_cls": 0.012210316956043243, "loss_rpn_loc": 0.050411246716976166, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.2918879790004212, "total_loss": 0.3152154078707099} +{"data_time": 0.004022547000204213, "eta_seconds": 9712.169595501637, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05695965802831953, "fast_rcnn/fg_cls_accuracy": 0.9310737286253609, "iteration": 26659, "loss_box_reg": 0.1261381357908249, "loss_cls": 0.08441661298274994, "loss_rpn_cls": 0.011624341364949942, "loss_rpn_loc": 0.033916136249899864, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.28937834150019626, "total_loss": 0.28085627616383135} +{"data_time": 0.003979039500336512, "eta_seconds": 9706.560888627791, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08906481939633845, "fast_rcnn/fg_cls_accuracy": 0.9045789397659973, "iteration": 26679, "loss_box_reg": 0.1250671073794365, "loss_cls": 0.09163082763552666, "loss_rpn_cls": 0.014098350889980793, "loss_rpn_loc": 0.037274423986673355, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28882244099986565, "total_loss": 0.2954238154925406} +{"data_time": 0.003851663999739685, "eta_seconds": 9700.95325275015, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0737841313062552, "fast_rcnn/fg_cls_accuracy": 0.8998941078587096, "iteration": 26699, "loss_box_reg": 0.1257215291261673, "loss_cls": 0.07671086862683296, "loss_rpn_cls": 0.009900467470288277, "loss_rpn_loc": 0.034604812040925026, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2914071265004168, "total_loss": 0.2590739266015589} +{"data_time": 0.0037563144996966003, "eta_seconds": 9697.339059209917, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06729403409090909, "fast_rcnn/fg_cls_accuracy": 0.9192573147711185, "iteration": 26719, "loss_box_reg": 0.1371162235736847, "loss_cls": 0.08244143426418304, "loss_rpn_cls": 0.007910816464573145, "loss_rpn_loc": 0.03989294543862343, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.293085484000585, "total_loss": 0.288489657221362} +{"data_time": 0.003808506999121164, "eta_seconds": 9692.0390345552, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.10491562729273661, "fast_rcnn/fg_cls_accuracy": 0.8870259019426456, "iteration": 26739, "loss_box_reg": 0.1333271935582161, "loss_cls": 0.10081787407398224, "loss_rpn_cls": 0.0097774937748909, "loss_rpn_loc": 0.03301243484020233, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.28992356749949977, "total_loss": 0.30476306355558336} +{"data_time": 0.003788460499890789, "eta_seconds": 9686.975226877366, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.04283617684828472, "fast_rcnn/fg_cls_accuracy": 0.9434733105619182, "iteration": 26759, "loss_box_reg": 0.14536748081445694, "loss_cls": 0.07213328406214714, "loss_rpn_cls": 0.010806559585034847, "loss_rpn_loc": 0.0356782041490078, "lr": 0.00025, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.29276866449981753, "total_loss": 0.26634833635762334} +{"data_time": 0.003746303998923395, "eta_seconds": 9681.485881518474, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.057165223442090615, "fast_rcnn/fg_cls_accuracy": 0.9361083191588062, "iteration": 26779, "loss_box_reg": 0.1211785115301609, "loss_cls": 0.05840556509792805, "loss_rpn_cls": 0.005729972384870052, "loss_rpn_loc": 0.023876894265413284, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29130833149974933, "total_loss": 0.21246310090646148} +{"data_time": 0.0038068060002842685, "eta_seconds": 9677.815122592438, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.06584821428571429, "fast_rcnn/fg_cls_accuracy": 0.9140643131591841, "iteration": 26799, "loss_box_reg": 0.15198716521263123, "loss_cls": 0.0949125587940216, "loss_rpn_cls": 0.008767113788053393, "loss_rpn_loc": 0.0483282133936882, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2927993159992184, "total_loss": 0.28370436234399676} +{"data_time": 0.003764160001082928, "eta_seconds": 9670.661181749128, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07319767441860466, "fast_rcnn/fg_cls_accuracy": 0.9124273255813953, "iteration": 26819, "loss_box_reg": 0.1146584004163742, "loss_cls": 0.06896677613258362, "loss_rpn_cls": 0.007205902598798275, "loss_rpn_loc": 0.039437368512153625, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29037284849982825, "total_loss": 0.2608605809509754} +{"data_time": 0.0038126219997138833, "eta_seconds": 9664.408301878211, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07282188707466036, "fast_rcnn/fg_cls_accuracy": 0.9198765432098766, "iteration": 26839, "loss_box_reg": 0.11918443441390991, "loss_cls": 0.08352050930261612, "loss_rpn_cls": 0.007556620519608259, "loss_rpn_loc": 0.02719600312411785, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2913638689997242, "total_loss": 0.22449882072396576} +{"data_time": 0.003825192500698904, "eta_seconds": 9658.579346328224, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09935212396473417, "fast_rcnn/fg_cls_accuracy": 0.8912907702984039, "iteration": 26859, "loss_box_reg": 0.11890041083097458, "loss_cls": 0.08369926363229752, "loss_rpn_cls": 0.007193424738943577, "loss_rpn_loc": 0.031694408506155014, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29207891300029587, "total_loss": 0.24361257767304778} +{"data_time": 0.003705806499965547, "eta_seconds": 9654.70839552334, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06325251525647368, "fast_rcnn/fg_cls_accuracy": 0.9280265545109682, "iteration": 26879, "loss_box_reg": 0.10712409764528275, "loss_cls": 0.07013484463095665, "loss_rpn_cls": 0.006426212377846241, "loss_rpn_loc": 0.027534128166735172, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29213679999975284, "total_loss": 0.22107178252190351} +{"data_time": 0.003702782000800653, "eta_seconds": 9649.889992190856, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0700452302631579, "fast_rcnn/fg_cls_accuracy": 0.9136513157894737, "iteration": 26899, "loss_box_reg": 0.08330279588699341, "loss_cls": 0.0682077668607235, "loss_rpn_cls": 0.00956402812153101, "loss_rpn_loc": 0.027698497287929058, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2903883095004858, "total_loss": 0.1793879484757781} +{"data_time": 0.0037619699996866984, "eta_seconds": 9647.877204260003, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07842814371257485, "fast_rcnn/fg_cls_accuracy": 0.9085714285714286, "iteration": 26919, "loss_box_reg": 0.14573049545288086, "loss_cls": 0.1048700250685215, "loss_rpn_cls": 0.011599769815802574, "loss_rpn_loc": 0.05367531068623066, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.29214858550039935, "total_loss": 0.34901797235943377} +{"data_time": 0.0037194425003690412, "eta_seconds": 9638.936506640184, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08932370820668693, "fast_rcnn/fg_cls_accuracy": 0.9047379032258065, "iteration": 26939, "loss_box_reg": 0.12304536253213882, "loss_cls": 0.07753472030162811, "loss_rpn_cls": 0.012949098832905293, "loss_rpn_loc": 0.0331522561609745, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28952417349955795, "total_loss": 0.2472597435116768} +{"data_time": 0.003721912500623148, "eta_seconds": 9631.387843843331, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.059027777777777776, "fast_rcnn/fg_cls_accuracy": 0.93323087431694, "iteration": 26959, "loss_box_reg": 0.13942159712314606, "loss_cls": 0.07097049430012703, "loss_rpn_cls": 0.008240435738116503, "loss_rpn_loc": 0.0332067497074604, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.28983408349995443, "total_loss": 0.2678661120880861} +{"data_time": 0.0036352540000734734, "eta_seconds": 9626.566995230878, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.08273062227074235, "fast_rcnn/fg_cls_accuracy": 0.9003611809045227, "iteration": 26979, "loss_box_reg": 0.15537633001804352, "loss_cls": 0.08948643133044243, "loss_rpn_cls": 0.010904870461672544, "loss_rpn_loc": 0.03118312731385231, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2914629185006561, "total_loss": 0.31078608718235046} +{"data_time": 0.0038016614989828668, "eta_seconds": 9620.736245990884, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.061585190228064204, "fast_rcnn/fg_cls_accuracy": 0.932796875, "iteration": 26999, "loss_box_reg": 0.12726536020636559, "loss_cls": 0.07624741271138191, "loss_rpn_cls": 0.0072680008597671986, "loss_rpn_loc": 0.022627798840403557, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29105192449878814, "total_loss": 0.2398815869819373} +{"data_time": 0.003762799499781977, "eta_seconds": 9611.988118933332, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06607671916419772, "fast_rcnn/fg_cls_accuracy": 0.9175021740242468, "iteration": 27019, "loss_box_reg": 0.12342207878828049, "loss_cls": 0.09644710645079613, "loss_rpn_cls": 0.011528619099408388, "loss_rpn_loc": 0.031960442662239075, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28933969650006475, "total_loss": 0.285461213439703} +{"data_time": 0.0037832409998372896, "eta_seconds": 9603.709947194438, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07369474085365854, "fast_rcnn/fg_cls_accuracy": 0.918333968495935, "iteration": 27039, "loss_box_reg": 0.0979301854968071, "loss_cls": 0.06463572382926941, "loss_rpn_cls": 0.009792211465537548, "loss_rpn_loc": 0.03385546337813139, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2897406239999327, "total_loss": 0.22647096402943134} +{"data_time": 0.0038235880001593614, "eta_seconds": 9596.239966083303, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07077352472089314, "fast_rcnn/fg_cls_accuracy": 0.9248405103668261, "iteration": 27059, "loss_box_reg": 0.11524191498756409, "loss_cls": 0.0657290481030941, "loss_rpn_cls": 0.0060266731306910515, "loss_rpn_loc": 0.022510675713419914, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29040085000087856, "total_loss": 0.23533534305170178} +{"data_time": 0.003635969000242767, "eta_seconds": 9589.001810429363, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9405555555555556, "iteration": 27079, "loss_box_reg": 0.11434187740087509, "loss_cls": 0.06404067203402519, "loss_rpn_cls": 0.011152564082294703, "loss_rpn_loc": 0.04502893052995205, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2901128964995223, "total_loss": 0.2643521148711443} +{"data_time": 0.0036943260001862654, "eta_seconds": 9581.311794246994, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0985054347826087, "fast_rcnn/fg_cls_accuracy": 0.887517197327044, "iteration": 27099, "loss_box_reg": 0.14226575195789337, "loss_cls": 0.07831808179616928, "loss_rpn_cls": 0.011328469961881638, "loss_rpn_loc": 0.040346208959817886, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2882905215001301, "total_loss": 0.27988648461177945} +{"data_time": 0.0036128430010649026, "eta_seconds": 9572.219871491907, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09064061790095411, "fast_rcnn/fg_cls_accuracy": 0.8995662917948459, "iteration": 27119, "loss_box_reg": 0.14072129875421524, "loss_cls": 0.08884415403008461, "loss_rpn_cls": 0.008112186100333929, "loss_rpn_loc": 0.02442916389554739, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2900914700003341, "total_loss": 0.2835361650213599} +{"data_time": 0.003587656498893921, "eta_seconds": 9566.249302581109, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.06985632962862565, "fast_rcnn/fg_cls_accuracy": 0.9230099987014674, "iteration": 27139, "loss_box_reg": 0.13574319332838058, "loss_cls": 0.08435707911849022, "loss_rpn_cls": 0.00790673540905118, "loss_rpn_loc": 0.04060041159391403, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.28781709449958726, "total_loss": 0.29512919357512146} +{"data_time": 0.0038106619995232904, "eta_seconds": 9560.426874521108, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07153951576062129, "fast_rcnn/fg_cls_accuracy": 0.912888198757764, "iteration": 27159, "loss_box_reg": 0.10694101825356483, "loss_cls": 0.07908273115754128, "loss_rpn_cls": 0.00866179820150137, "loss_rpn_loc": 0.027305749244987965, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2903837834992373, "total_loss": 0.21870166982989758} +{"data_time": 0.003833953000139445, "eta_seconds": 9553.438302613267, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07286821705426356, "fast_rcnn/fg_cls_accuracy": 0.9094563375943323, "iteration": 27179, "loss_box_reg": 0.12287695333361626, "loss_cls": 0.06075785309076309, "loss_rpn_cls": 0.007267436012625694, "loss_rpn_loc": 0.036410992965102196, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2886257119998845, "total_loss": 0.24442950705997646} +{"data_time": 0.0037443134997374727, "eta_seconds": 9549.168763212947, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08990959239963224, "fast_rcnn/fg_cls_accuracy": 0.9093392056772909, "iteration": 27199, "loss_box_reg": 0.15092593431472778, "loss_cls": 0.08319736644625664, "loss_rpn_cls": 0.012781398836523294, "loss_rpn_loc": 0.036153994500637054, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2909437850003087, "total_loss": 0.30810273927636445} +{"data_time": 0.0036911964998580515, "eta_seconds": 9543.346099332939, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.050732779677576945, "fast_rcnn/fg_cls_accuracy": 0.9476773436189838, "iteration": 27219, "loss_box_reg": 0.10779575258493423, "loss_cls": 0.06193866394460201, "loss_rpn_cls": 0.01617186889052391, "loss_rpn_loc": 0.03910937160253525, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2934837125003469, "total_loss": 0.22289874963462353} +{"data_time": 0.003800354500526737, "eta_seconds": 9537.979290873773, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05680580001676305, "fast_rcnn/fg_cls_accuracy": 0.9343988549618321, "iteration": 27239, "loss_box_reg": 0.11094692721962929, "loss_cls": 0.07222513481974602, "loss_rpn_cls": 0.012049734592437744, "loss_rpn_loc": 0.03305220045149326, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2933666330009146, "total_loss": 0.23271111631765962} +{"data_time": 0.0038527864999196026, "eta_seconds": 9528.148465213926, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08228986065626405, "fast_rcnn/fg_cls_accuracy": 0.9005216765605325, "iteration": 27259, "loss_box_reg": 0.12032341957092285, "loss_cls": 0.08805539831519127, "loss_rpn_cls": 0.008903087116777897, "loss_rpn_loc": 0.05883644334971905, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2896113150000019, "total_loss": 0.2861994211561978} +{"data_time": 0.004023419499390002, "eta_seconds": 9522.057360551698, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06790780141843972, "fast_rcnn/fg_cls_accuracy": 0.9217447916666667, "iteration": 27279, "loss_box_reg": 0.131474569439888, "loss_cls": 0.06777660921216011, "loss_rpn_cls": 0.008193316869437695, "loss_rpn_loc": 0.027399595826864243, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2906967144999726, "total_loss": 0.2559634675271809} +{"data_time": 0.0038616570009253337, "eta_seconds": 9516.289515586868, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08156028368794327, "fast_rcnn/fg_cls_accuracy": 0.9168965064355135, "iteration": 27299, "loss_box_reg": 0.12338122725486755, "loss_cls": 0.068622175604105, "loss_rpn_cls": 0.009179078508168459, "loss_rpn_loc": 0.031325289979577065, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2905709244996615, "total_loss": 0.24072341399732977} +{"data_time": 0.003740131499398558, "eta_seconds": 9510.686983603882, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0732729711602951, "fast_rcnn/fg_cls_accuracy": 0.9155778041744442, "iteration": 27319, "loss_box_reg": 0.11624867096543312, "loss_cls": 0.05802718922495842, "loss_rpn_cls": 0.007036640541628003, "loss_rpn_loc": 0.027978881262242794, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2914876055001514, "total_loss": 0.2325879109557718} +{"data_time": 0.0037624274991685525, "eta_seconds": 9504.114297253054, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07371995820271682, "fast_rcnn/fg_cls_accuracy": 0.924032403240324, "iteration": 27339, "loss_box_reg": 0.1203508973121643, "loss_cls": 0.07818401232361794, "loss_rpn_cls": 0.00671925232745707, "loss_rpn_loc": 0.030970897525548935, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28861238400077127, "total_loss": 0.23564443574286997} +{"data_time": 0.0039825080002628965, "eta_seconds": 9496.706589111127, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06268527941241538, "fast_rcnn/fg_cls_accuracy": 0.929352386889491, "iteration": 27359, "loss_box_reg": 0.12598760426044464, "loss_cls": 0.06873689591884613, "loss_rpn_cls": 0.009088625200092793, "loss_rpn_loc": 0.058298418298363686, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29127118099950167, "total_loss": 0.2570338931400329} +{"data_time": 0.0040673214998605545, "eta_seconds": 9491.468360419822, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07428562816493851, "fast_rcnn/fg_cls_accuracy": 0.9194153485998979, "iteration": 27379, "loss_box_reg": 0.10606622695922852, "loss_cls": 0.07722839713096619, "loss_rpn_cls": 0.010096845217049122, "loss_rpn_loc": 0.029643154703080654, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2911349850000988, "total_loss": 0.24017333891242743} +{"data_time": 0.003932320500098285, "eta_seconds": 9484.073125091709, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08286231884057971, "fast_rcnn/fg_cls_accuracy": 0.9028110944527736, "iteration": 27399, "loss_box_reg": 0.09682304412126541, "loss_cls": 0.061938636004924774, "loss_rpn_cls": 0.0066703855991363525, "loss_rpn_loc": 0.03321672696620226, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2908415209994928, "total_loss": 0.23652356583625078} +{"data_time": 0.0037637724990418064, "eta_seconds": 9479.029834989378, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06679996294466403, "fast_rcnn/fg_cls_accuracy": 0.9087689301416707, "iteration": 27419, "loss_box_reg": 0.13929010182619095, "loss_cls": 0.07126317545771599, "loss_rpn_cls": 0.008791446685791016, "loss_rpn_loc": 0.024027619510889053, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.29124726050031313, "total_loss": 0.24771465361118317} +{"data_time": 0.0037310714997147443, "eta_seconds": 9471.752270199213, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.060235507246376815, "fast_rcnn/fg_cls_accuracy": 0.931640625, "iteration": 27439, "loss_box_reg": 0.1322885975241661, "loss_cls": 0.07104896381497383, "loss_rpn_cls": 0.007981240982189775, "loss_rpn_loc": 0.02415719535201788, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29000021800038667, "total_loss": 0.27983153401874006} +{"data_time": 0.0037762030005978886, "eta_seconds": 9462.164969661153, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.07120790855730615, "fast_rcnn/fg_cls_accuracy": 0.9206579583938075, "iteration": 27459, "loss_box_reg": 0.11091765761375427, "loss_cls": 0.0628152247518301, "loss_rpn_cls": 0.010677243117243052, "loss_rpn_loc": 0.02770009357482195, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2892887249990963, "total_loss": 0.21164159663021564} +{"data_time": 0.0037633074998666416, "eta_seconds": 9454.852930204434, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.09216785592932382, "fast_rcnn/fg_cls_accuracy": 0.8983934971838198, "iteration": 27479, "loss_box_reg": 0.13551197201013565, "loss_cls": 0.09405924007296562, "loss_rpn_cls": 0.011104035191237926, "loss_rpn_loc": 0.03178795240819454, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28928950049976265, "total_loss": 0.28037332103122026} +{"data_time": 0.003926040500118688, "eta_seconds": 9447.238856209879, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08700522778192682, "fast_rcnn/fg_cls_accuracy": 0.8923441734417344, "iteration": 27499, "loss_box_reg": 0.1145784743130207, "loss_cls": 0.07759518548846245, "loss_rpn_cls": 0.007116141263395548, "loss_rpn_loc": 0.03658116050064564, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2897129600005428, "total_loss": 0.24677187111228704} +{"data_time": 0.0037722474999100086, "eta_seconds": 9440.961518803815, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08931505118159991, "fast_rcnn/fg_cls_accuracy": 0.9004934210526316, "iteration": 27519, "loss_box_reg": 0.12740758061408997, "loss_cls": 0.07705206796526909, "loss_rpn_cls": 0.009391163010150194, "loss_rpn_loc": 0.046826474368572235, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.29031035200023325, "total_loss": 0.26328837499022484} +{"data_time": 0.003801789499448205, "eta_seconds": 9433.13373239911, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.043020221787345075, "fast_rcnn/fg_cls_accuracy": 0.9422222222222222, "iteration": 27539, "loss_box_reg": 0.09326623752713203, "loss_cls": 0.048441456630825996, "loss_rpn_cls": 0.009243500884622335, "loss_rpn_loc": 0.030279193073511124, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28823442199973215, "total_loss": 0.17995586968027055} +{"data_time": 0.0036557724997692276, "eta_seconds": 9428.535381062102, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06870786516853933, "fast_rcnn/fg_cls_accuracy": 0.9252649006622518, "iteration": 27559, "loss_box_reg": 0.12946198880672455, "loss_cls": 0.07057972997426987, "loss_rpn_cls": 0.009211427066475153, "loss_rpn_loc": 0.03434380143880844, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2919263304993365, "total_loss": 0.2628767997957766} +{"data_time": 0.0038269405004029977, "eta_seconds": 9422.81906931521, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08257654385054489, "fast_rcnn/fg_cls_accuracy": 0.9046852211959164, "iteration": 27579, "loss_box_reg": 0.12729427218437195, "loss_cls": 0.08948737382888794, "loss_rpn_cls": 0.007372953230515122, "loss_rpn_loc": 0.02862903755158186, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2932455670006675, "total_loss": 0.2712513720616698} +{"data_time": 0.003659967998828506, "eta_seconds": 9416.68093620574, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.07712673611111111, "fast_rcnn/fg_cls_accuracy": 0.9193860386879731, "iteration": 27599, "loss_box_reg": 0.12511935457587242, "loss_cls": 0.06817788258194923, "loss_rpn_cls": 0.01060471497476101, "loss_rpn_loc": 0.03050882648676634, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.28736055699937424, "total_loss": 0.25513519160449505} +{"data_time": 0.0038394409993998124, "eta_seconds": 9411.026378851784, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06294514409697655, "fast_rcnn/fg_cls_accuracy": 0.912168644281747, "iteration": 27619, "loss_box_reg": 0.10557829961180687, "loss_cls": 0.06299720704555511, "loss_rpn_cls": 0.00980021059513092, "loss_rpn_loc": 0.027838828042149544, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29274262850049126, "total_loss": 0.23742546734865755} +{"data_time": 0.003767577499274921, "eta_seconds": 9405.213515121795, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07183159722222222, "fast_rcnn/fg_cls_accuracy": 0.9242621527777778, "iteration": 27639, "loss_box_reg": 0.11550423502922058, "loss_cls": 0.07359454035758972, "loss_rpn_cls": 0.009745899587869644, "loss_rpn_loc": 0.029217381961643696, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29295027349962766, "total_loss": 0.24305482860654593} +{"data_time": 0.003738735999831988, "eta_seconds": 9400.267719153799, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07627700202888173, "fast_rcnn/fg_cls_accuracy": 0.9223843436975276, "iteration": 27659, "loss_box_reg": 0.14712408930063248, "loss_cls": 0.08301256224513054, "loss_rpn_cls": 0.008293005637824535, "loss_rpn_loc": 0.03428399749100208, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29203852150021703, "total_loss": 0.278714488260448} +{"data_time": 0.003832550499282661, "eta_seconds": 9395.751708621392, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04525720838794234, "fast_rcnn/fg_cls_accuracy": 0.9411256906077348, "iteration": 27679, "loss_box_reg": 0.10183445736765862, "loss_cls": 0.059421686455607414, "loss_rpn_cls": 0.008711369708180428, "loss_rpn_loc": 0.03716850932687521, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29536481849936536, "total_loss": 0.22805951215559617} +{"data_time": 0.003963831500186643, "eta_seconds": 9388.901095749043, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0821115154109589, "fast_rcnn/fg_cls_accuracy": 0.8997061965811965, "iteration": 27699, "loss_box_reg": 0.11515827476978302, "loss_cls": 0.06988006457686424, "loss_rpn_cls": 0.005549174966290593, "loss_rpn_loc": 0.02741075213998556, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2905402824999328, "total_loss": 0.23196433624252677} +{"data_time": 0.003910869500032277, "eta_seconds": 9382.649027030457, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06923164549752235, "fast_rcnn/fg_cls_accuracy": 0.9268804887361588, "iteration": 27719, "loss_box_reg": 0.1155935786664486, "loss_cls": 0.06592757254838943, "loss_rpn_cls": 0.007902637124061584, "loss_rpn_loc": 0.03057590313255787, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29007847100001527, "total_loss": 0.2294136518612504} +{"data_time": 0.0038106250003693276, "eta_seconds": 9377.01411935379, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07170056996855345, "fast_rcnn/fg_cls_accuracy": 0.9153891509433962, "iteration": 27739, "loss_box_reg": 0.14958225190639496, "loss_cls": 0.08333724737167358, "loss_rpn_cls": 0.013457022607326508, "loss_rpn_loc": 0.03218846023082733, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2910614620004708, "total_loss": 0.3291714012157172} +{"data_time": 0.0036656784996011993, "eta_seconds": 9371.022448310468, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05389939692982456, "fast_rcnn/fg_cls_accuracy": 0.9296875, "iteration": 27759, "loss_box_reg": 0.09082093462347984, "loss_cls": 0.05312608554959297, "loss_rpn_cls": 0.013820635620504618, "loss_rpn_loc": 0.0366562670096755, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2922846470000877, "total_loss": 0.22563413670286536} +{"data_time": 0.00379190350031422, "eta_seconds": 9365.387319453785, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09906891532399739, "fast_rcnn/fg_cls_accuracy": 0.8951739883482916, "iteration": 27779, "loss_box_reg": 0.12392833828926086, "loss_cls": 0.08346033096313477, "loss_rpn_cls": 0.009596480056643486, "loss_rpn_loc": 0.03548909351229668, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2918556329996136, "total_loss": 0.2767126760445535} +{"data_time": 0.00362417100041057, "eta_seconds": 9358.87643528531, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07662947739283618, "fast_rcnn/fg_cls_accuracy": 0.9151845404778123, "iteration": 27799, "loss_box_reg": 0.13879235088825226, "loss_cls": 0.06252976134419441, "loss_rpn_cls": 0.0072742667980492115, "loss_rpn_loc": 0.029571794904768467, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2906977704997189, "total_loss": 0.24967434164136648} +{"data_time": 0.0036723690000144416, "eta_seconds": 9352.967588242245, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07291666666666666, "fast_rcnn/fg_cls_accuracy": 0.9165688222543353, "iteration": 27819, "loss_box_reg": 0.13158123940229416, "loss_cls": 0.07570170983672142, "loss_rpn_cls": 0.008519120514392853, "loss_rpn_loc": 0.03906657174229622, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29044049350068235, "total_loss": 0.2843609428964555} +{"data_time": 0.0035585229998105206, "eta_seconds": 9345.816760803864, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07912903873168774, "fast_rcnn/fg_cls_accuracy": 0.9120136401550464, "iteration": 27839, "loss_box_reg": 0.12744687497615814, "loss_cls": 0.08084216341376305, "loss_rpn_cls": 0.007248586043715477, "loss_rpn_loc": 0.028784235008060932, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2899374250000619, "total_loss": 0.24627425544895232} +{"data_time": 0.003597534500840993, "eta_seconds": 9338.776423474592, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07504511006856732, "fast_rcnn/fg_cls_accuracy": 0.9055006902410534, "iteration": 27859, "loss_box_reg": 0.13527239859104156, "loss_cls": 0.08032618090510368, "loss_rpn_cls": 0.006047522183507681, "loss_rpn_loc": 0.03324401006102562, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28936381799940136, "total_loss": 0.2787871221662499} +{"data_time": 0.0037594269997498486, "eta_seconds": 9333.540558508794, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.11357493857493858, "fast_rcnn/fg_cls_accuracy": 0.8706820101351351, "iteration": 27879, "loss_box_reg": 0.1299092434346676, "loss_cls": 0.09220880642533302, "loss_rpn_cls": 0.011247037909924984, "loss_rpn_loc": 0.03635791316628456, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29167907999999443, "total_loss": 0.3322119014337659} +{"data_time": 0.00381509450107842, "eta_seconds": 9328.347970040613, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05422547043010753, "fast_rcnn/fg_cls_accuracy": 0.9401403194506643, "iteration": 27899, "loss_box_reg": 0.1113046407699585, "loss_cls": 0.06229759193956852, "loss_rpn_cls": 0.006887451745569706, "loss_rpn_loc": 0.04044040106236935, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.29243985499942937, "total_loss": 0.24340987321920693} +{"data_time": 0.003872097499879601, "eta_seconds": 9321.648389941693, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09348516949152542, "fast_rcnn/fg_cls_accuracy": 0.8931146978021978, "iteration": 27919, "loss_box_reg": 0.1360442340373993, "loss_cls": 0.10130256786942482, "loss_rpn_cls": 0.011033961083739996, "loss_rpn_loc": 0.03583230823278427, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2890166525003224, "total_loss": 0.34404275147244334} +{"data_time": 0.003926729999875533, "eta_seconds": 9316.723860420625, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06120367222033322, "fast_rcnn/fg_cls_accuracy": 0.9371346461578656, "iteration": 27939, "loss_box_reg": 0.10273309797048569, "loss_cls": 0.05922701023519039, "loss_rpn_cls": 0.00572567991912365, "loss_rpn_loc": 0.029431117698550224, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2917952100006005, "total_loss": 0.22093747410690412} +{"data_time": 0.0038582220013267943, "eta_seconds": 9311.179483793712, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08566666666666667, "fast_rcnn/fg_cls_accuracy": 0.9143333333333333, "iteration": 27959, "loss_box_reg": 0.10787741839885712, "loss_cls": 0.0759243369102478, "loss_rpn_cls": 0.009674826171249151, "loss_rpn_loc": 0.03403327614068985, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2911448405002375, "total_loss": 0.24322249239776284} +{"data_time": 0.004111948499485152, "eta_seconds": 9305.89002041852, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07386592741935484, "fast_rcnn/fg_cls_accuracy": 0.9144153225806452, "iteration": 27979, "loss_box_reg": 0.11681636795401573, "loss_cls": 0.07790005579590797, "loss_rpn_cls": 0.010333538055419922, "loss_rpn_loc": 0.03328392468392849, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2915448834992276, "total_loss": 0.245509983622469} +{"data_time": 0.0039401754993377835, "eta_seconds": 9299.287695990643, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07913712294195409, "fast_rcnn/fg_cls_accuracy": 0.9148199242713317, "iteration": 27999, "loss_box_reg": 0.13834135234355927, "loss_cls": 0.08536673709750175, "loss_rpn_cls": 0.010520439594984055, "loss_rpn_loc": 0.030412930995225906, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2891959765001957, "total_loss": 0.28447850816883147} +{"data_time": 0.0037761234998470172, "eta_seconds": 9293.742818093724, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06279896656690456, "fast_rcnn/fg_cls_accuracy": 0.923116193587911, "iteration": 28019, "loss_box_reg": 0.11742619425058365, "loss_cls": 0.07375441864132881, "loss_rpn_cls": 0.010029369033873081, "loss_rpn_loc": 0.025794408284127712, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29097642350006936, "total_loss": 0.244593662180705} +{"data_time": 0.003763302500374266, "eta_seconds": 9289.23991747597, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06980435345944545, "fast_rcnn/fg_cls_accuracy": 0.9078979196903725, "iteration": 28039, "loss_box_reg": 0.10726131871342659, "loss_cls": 0.06817058473825455, "loss_rpn_cls": 0.007606636732816696, "loss_rpn_loc": 0.023448285646736622, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2914193080005134, "total_loss": 0.20556537061929703} +{"data_time": 0.003797664000558143, "eta_seconds": 9283.743257883525, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08233882874015748, "fast_rcnn/fg_cls_accuracy": 0.9176611712598426, "iteration": 28059, "loss_box_reg": 0.1217031180858612, "loss_cls": 0.0675487145781517, "loss_rpn_cls": 0.00621279701590538, "loss_rpn_loc": 0.02146303653717041, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.2920705469996392, "total_loss": 0.22832674533128738} +{"data_time": 0.003833450499769242, "eta_seconds": 9278.443435799054, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.04919226694915255, "fast_rcnn/fg_cls_accuracy": 0.9399717514124293, "iteration": 28079, "loss_box_reg": 0.13986743986606598, "loss_cls": 0.08019845932722092, "loss_rpn_cls": 0.007613217690959573, "loss_rpn_loc": 0.04126986488699913, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2930199870006618, "total_loss": 0.26549279619939625} +{"data_time": 0.004053955999552272, "eta_seconds": 9277.322332850963, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07315558103975536, "fast_rcnn/fg_cls_accuracy": 0.9017931609674729, "iteration": 28099, "loss_box_reg": 0.13083840906620026, "loss_cls": 0.0871448926627636, "loss_rpn_cls": 0.011784072034060955, "loss_rpn_loc": 0.04398231767117977, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2956379665001805, "total_loss": 0.2780781425535679} +{"data_time": 0.003972647500631865, "eta_seconds": 9275.155436269597, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07892628205128205, "fast_rcnn/fg_cls_accuracy": 0.8878038194444444, "iteration": 28119, "loss_box_reg": 0.12321674078702927, "loss_cls": 0.08364216238260269, "loss_rpn_cls": 0.01155307749286294, "loss_rpn_loc": 0.04309622384607792, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.2957830975001343, "total_loss": 0.30002825433621183} +{"data_time": 0.0038926639999772306, "eta_seconds": 9269.548512669171, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.048304649370665295, "fast_rcnn/fg_cls_accuracy": 0.9370793732340097, "iteration": 28139, "loss_box_reg": 0.10935961827635765, "loss_cls": 0.057721029967069626, "loss_rpn_cls": 0.007500573759898543, "loss_rpn_loc": 0.029601644724607468, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29008689199963555, "total_loss": 0.2087212922051549} +{"data_time": 0.003939845500099182, "eta_seconds": 9265.372451414005, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06935707678075856, "fast_rcnn/fg_cls_accuracy": 0.9160681032189413, "iteration": 28159, "loss_box_reg": 0.1071738749742508, "loss_cls": 0.0749942921102047, "loss_rpn_cls": 0.010424214880913496, "loss_rpn_loc": 0.03323288820683956, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2927450885008511, "total_loss": 0.2305530235171318} +{"data_time": 0.0037750530000266735, "eta_seconds": 9264.435654700756, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07705349573907999, "fast_rcnn/fg_cls_accuracy": 0.9011927351585796, "iteration": 28179, "loss_box_reg": 0.12578767910599709, "loss_cls": 0.06869308650493622, "loss_rpn_cls": 0.011432856786996126, "loss_rpn_loc": 0.044591277837753296, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2924585905002459, "total_loss": 0.2534897751174867} +{"data_time": 0.004249729499861132, "eta_seconds": 9259.288250689497, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.06058237248387727, "fast_rcnn/fg_cls_accuracy": 0.9344312602291326, "iteration": 28199, "loss_box_reg": 0.10435792431235313, "loss_cls": 0.0583510659635067, "loss_rpn_cls": 0.01057831710204482, "loss_rpn_loc": 0.03127394150942564, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2917228714995872, "total_loss": 0.2091759559698403} +{"data_time": 0.003738531500857789, "eta_seconds": 9247.912578704054, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07975215056760121, "fast_rcnn/fg_cls_accuracy": 0.9059146995708154, "iteration": 28219, "loss_box_reg": 0.14891211688518524, "loss_cls": 0.083286102861166, "loss_rpn_cls": 0.006018092855811119, "loss_rpn_loc": 0.02585196401923895, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2905353774995092, "total_loss": 0.2812109235674143} +{"data_time": 0.0036668535003627767, "eta_seconds": 9243.818364273757, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07004048582995952, "fast_rcnn/fg_cls_accuracy": 0.9187649880095923, "iteration": 28239, "loss_box_reg": 0.12253428995609283, "loss_cls": 0.07679087296128273, "loss_rpn_cls": 0.01003142585977912, "loss_rpn_loc": 0.027784084901213646, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2920265410002685, "total_loss": 0.2657296475954354} +{"data_time": 0.0038897429994904087, "eta_seconds": 9242.257827800786, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08120017237664297, "fast_rcnn/fg_cls_accuracy": 0.910791589363018, "iteration": 28259, "loss_box_reg": 0.11868759989738464, "loss_cls": 0.07739274948835373, "loss_rpn_cls": 0.009992601815611124, "loss_rpn_loc": 0.029246286489069462, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29509369649986184, "total_loss": 0.24689606484025717} +{"data_time": 0.0037482619991351385, "eta_seconds": 9240.252409693385, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04322793246445497, "fast_rcnn/fg_cls_accuracy": 0.9511636527310757, "iteration": 28279, "loss_box_reg": 0.11203127354383469, "loss_cls": 0.05616889148950577, "loss_rpn_cls": 0.00926951551809907, "loss_rpn_loc": 0.025376467034220695, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2942933499998617, "total_loss": 0.20413566147908568} +{"data_time": 0.0037627575002261437, "eta_seconds": 9236.241827330196, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07856753812636166, "fast_rcnn/fg_cls_accuracy": 0.9069803921568628, "iteration": 28299, "loss_box_reg": 0.13923554867506027, "loss_cls": 0.09283939376473427, "loss_rpn_cls": 0.009763400536030531, "loss_rpn_loc": 0.02682647854089737, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29366818649941706, "total_loss": 0.27572112949565053} +{"data_time": 0.0036749640003108652, "eta_seconds": 9232.163677456265, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09037698412698413, "fast_rcnn/fg_cls_accuracy": 0.8855727489147178, "iteration": 28319, "loss_box_reg": 0.13877476006746292, "loss_cls": 0.08818652108311653, "loss_rpn_cls": 0.012289315462112427, "loss_rpn_loc": 0.05402378551661968, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2935806870000306, "total_loss": 0.29523496190086007} +{"data_time": 0.0037067049997858703, "eta_seconds": 9228.180515233416, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.09416978257859022, "fast_rcnn/fg_cls_accuracy": 0.8988660524450744, "iteration": 28339, "loss_box_reg": 0.12718286365270615, "loss_cls": 0.07366732880473137, "loss_rpn_cls": 0.01210477901622653, "loss_rpn_loc": 0.04180023446679115, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2909088795004209, "total_loss": 0.2948530346620828} +{"data_time": 0.0038402559994210606, "eta_seconds": 9224.313212968409, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07609953703703703, "fast_rcnn/fg_cls_accuracy": 0.9139973306639972, "iteration": 28359, "loss_box_reg": 0.10999824106693268, "loss_cls": 0.07199647650122643, "loss_rpn_cls": 0.008392940275371075, "loss_rpn_loc": 0.04201743006706238, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2928420680000272, "total_loss": 0.23202819004654884} +{"data_time": 0.0037288114999682875, "eta_seconds": 9219.538433885682, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07667522967736318, "fast_rcnn/fg_cls_accuracy": 0.9104048964218456, "iteration": 28379, "loss_box_reg": 0.11388947814702988, "loss_cls": 0.07997873798012733, "loss_rpn_cls": 0.010738480370491743, "loss_rpn_loc": 0.06213856488466263, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 185.75, "rpn/num_pos_anchors": 70.25, "time": 0.2924464554998849, "total_loss": 0.2788302612025291} +{"data_time": 0.0037604024992106133, "eta_seconds": 9215.683632801665, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.039033861447654555, "fast_rcnn/fg_cls_accuracy": 0.9471109040074557, "iteration": 28399, "loss_box_reg": 0.11964735016226768, "loss_cls": 0.057112423703074455, "loss_rpn_cls": 0.00757781439460814, "loss_rpn_loc": 0.03010373841971159, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2927169229997162, "total_loss": 0.22945973626337945} +{"data_time": 0.003900103499290708, "eta_seconds": 9211.699693778191, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.047884505431675245, "fast_rcnn/fg_cls_accuracy": 0.9444634313055366, "iteration": 28419, "loss_box_reg": 0.08181539177894592, "loss_cls": 0.04537110589444637, "loss_rpn_cls": 0.00496290298178792, "loss_rpn_loc": 0.033217284828424454, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29308074900018255, "total_loss": 0.19363302900455892} +{"data_time": 0.003945236000618024, "eta_seconds": 9206.27596552491, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.08162302429818352, "fast_rcnn/fg_cls_accuracy": 0.9078923226127755, "iteration": 28439, "loss_box_reg": 0.1233784481883049, "loss_cls": 0.05807802267372608, "loss_rpn_cls": 0.008675213437527418, "loss_rpn_loc": 0.034723520278930664, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2910108639998725, "total_loss": 0.22971484204754233} +{"data_time": 0.0037861785012864857, "eta_seconds": 9204.209592022053, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06396142686465267, "fast_rcnn/fg_cls_accuracy": 0.9142291209886386, "iteration": 28459, "loss_box_reg": 0.12784427404403687, "loss_cls": 0.07864626869559288, "loss_rpn_cls": 0.010782819241285324, "loss_rpn_loc": 0.031114735640585423, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2921396810006627, "total_loss": 0.24739518808200955} +{"data_time": 0.003655768000498938, "eta_seconds": 9199.650944720197, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08661857977863449, "fast_rcnn/fg_cls_accuracy": 0.9059114735002912, "iteration": 28479, "loss_box_reg": 0.11180122196674347, "loss_cls": 0.0793994702398777, "loss_rpn_cls": 0.013537028338760138, "loss_rpn_loc": 0.03322463668882847, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29332945050009585, "total_loss": 0.27128841960802674} +{"data_time": 0.0038512415003424394, "eta_seconds": 9194.722110011298, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06386725991842788, "fast_rcnn/fg_cls_accuracy": 0.9226129325780035, "iteration": 28499, "loss_box_reg": 0.11980117484927177, "loss_cls": 0.07010307908058167, "loss_rpn_cls": 0.013114241883158684, "loss_rpn_loc": 0.027414917945861816, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29206140249971213, "total_loss": 0.23868892341852188} +{"data_time": 0.003634071999840671, "eta_seconds": 9189.42045299471, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04923605034663795, "fast_rcnn/fg_cls_accuracy": 0.948027598620069, "iteration": 28519, "loss_box_reg": 0.11575054377317429, "loss_cls": 0.0637725256383419, "loss_rpn_cls": 0.00984068913385272, "loss_rpn_loc": 0.028488085605204105, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2909028339990982, "total_loss": 0.2231568624265492} +{"data_time": 0.003679573500448896, "eta_seconds": 9184.844431599558, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06711311264475378, "fast_rcnn/fg_cls_accuracy": 0.9271849301969783, "iteration": 28539, "loss_box_reg": 0.11214448511600494, "loss_cls": 0.053971556946635246, "loss_rpn_cls": 0.008981311460956931, "loss_rpn_loc": 0.027249892242252827, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2903979510001591, "total_loss": 0.22555969166569412} +{"data_time": 0.0037125905000721104, "eta_seconds": 9180.747067076736, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08554006968641115, "fast_rcnn/fg_cls_accuracy": 0.913171600877193, "iteration": 28559, "loss_box_reg": 0.13556555658578873, "loss_cls": 0.07447387278079987, "loss_rpn_cls": 0.00720132770948112, "loss_rpn_loc": 0.03716582991182804, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2949957569999242, "total_loss": 0.2486093663610518} +{"data_time": 0.0038044539996917592, "eta_seconds": 9173.75530704032, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.058551617873651776, "fast_rcnn/fg_cls_accuracy": 0.934186801298233, "iteration": 28579, "loss_box_reg": 0.10861184448003769, "loss_cls": 0.06849420815706253, "loss_rpn_cls": 0.01584092155098915, "loss_rpn_loc": 0.03295386303216219, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2903797005001252, "total_loss": 0.2549968740204349} +{"data_time": 0.003744201500012423, "eta_seconds": 9169.06672729674, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.07049499443826474, "fast_rcnn/fg_cls_accuracy": 0.9169944925255704, "iteration": 28599, "loss_box_reg": 0.10909202322363853, "loss_cls": 0.06642135605216026, "loss_rpn_cls": 0.01004809234291315, "loss_rpn_loc": 0.03306898195296526, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2913302284996462, "total_loss": 0.2118513269815594} +{"data_time": 0.0037775629989482695, "eta_seconds": 9164.15123186287, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07434341755319149, "fast_rcnn/fg_cls_accuracy": 0.9216267169404794, "iteration": 28619, "loss_box_reg": 0.11903775110840797, "loss_cls": 0.08133101463317871, "loss_rpn_cls": 0.008247331716120243, "loss_rpn_loc": 0.027930953539907932, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2951349080003638, "total_loss": 0.25143031030893326} +{"data_time": 0.003772578000280191, "eta_seconds": 9156.236996460357, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07780133512878548, "fast_rcnn/fg_cls_accuracy": 0.8974922839506173, "iteration": 28639, "loss_box_reg": 0.11821702867746353, "loss_cls": 0.07888570427894592, "loss_rpn_cls": 0.011230476200580597, "loss_rpn_loc": 0.03699307516217232, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2905408675005674, "total_loss": 0.2574386636260897} +{"data_time": 0.004321307999816781, "eta_seconds": 9150.897934050372, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06368243243243243, "fast_rcnn/fg_cls_accuracy": 0.9213642213642215, "iteration": 28659, "loss_box_reg": 0.10804101824760437, "loss_cls": 0.06956791877746582, "loss_rpn_cls": 0.009495229925960302, "loss_rpn_loc": 0.03576979041099548, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2936031480003294, "total_loss": 0.24702606862410903} +{"data_time": 0.0038230849995670724, "eta_seconds": 9148.71574314042, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.10071070234113713, "fast_rcnn/fg_cls_accuracy": 0.8910406182602444, "iteration": 28679, "loss_box_reg": 0.11448376998305321, "loss_cls": 0.07525131478905678, "loss_rpn_cls": 0.00507683539763093, "loss_rpn_loc": 0.02226048707962036, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29524366250097955, "total_loss": 0.2526423721574247} +{"data_time": 0.0036921344999427674, "eta_seconds": 9145.524886552721, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06767313155059262, "fast_rcnn/fg_cls_accuracy": 0.9112242782356295, "iteration": 28699, "loss_box_reg": 0.14188333600759506, "loss_cls": 0.07298565655946732, "loss_rpn_cls": 0.008291254285722971, "loss_rpn_loc": 0.02745006699115038, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29509072600012587, "total_loss": 0.26676930277608335} +{"data_time": 0.0037796629994772957, "eta_seconds": 9142.698353875167, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0628882864565684, "fast_rcnn/fg_cls_accuracy": 0.9265224151334543, "iteration": 28719, "loss_box_reg": 0.1336219757795334, "loss_cls": 0.06565294042229652, "loss_rpn_cls": 0.009612316731363535, "loss_rpn_loc": 0.02461003139615059, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2962054929994338, "total_loss": 0.2372258361428976} +{"data_time": 0.003834601000562543, "eta_seconds": 9138.306916508209, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06799829179284106, "fast_rcnn/fg_cls_accuracy": 0.9315200416449766, "iteration": 28739, "loss_box_reg": 0.1309531405568123, "loss_cls": 0.06383345648646355, "loss_rpn_cls": 0.00794111448340118, "loss_rpn_loc": 0.02518457919359207, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.29260392199921625, "total_loss": 0.2207266807090491} +{"data_time": 0.0035821494993797387, "eta_seconds": 9131.006923755122, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.09528618834635283, "fast_rcnn/fg_cls_accuracy": 0.8960514162561577, "iteration": 28759, "loss_box_reg": 0.15286226570606232, "loss_cls": 0.1130974218249321, "loss_rpn_cls": 0.0135112926363945, "loss_rpn_loc": 0.05614948458969593, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 193.0, "rpn/num_pos_anchors": 63.0, "time": 0.2898828825000237, "total_loss": 0.37446376495063305} +{"data_time": 0.0038127294992591487, "eta_seconds": 9126.3836745952, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07485906627989711, "fast_rcnn/fg_cls_accuracy": 0.9180571084544595, "iteration": 28779, "loss_box_reg": 0.13643786311149597, "loss_cls": 0.07942749559879303, "loss_rpn_cls": 0.006757403956726193, "loss_rpn_loc": 0.03586714714765549, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2925379095004246, "total_loss": 0.31642428622581065} +{"data_time": 0.003907164999873203, "eta_seconds": 9121.631578794768, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.055746571373382264, "fast_rcnn/fg_cls_accuracy": 0.932585685483871, "iteration": 28799, "loss_box_reg": 0.1338648945093155, "loss_cls": 0.06842003390192986, "loss_rpn_cls": 0.007289380766451359, "loss_rpn_loc": 0.03314777836203575, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2931220560003567, "total_loss": 0.2608623541891575} +{"data_time": 0.0038640169996142504, "eta_seconds": 9116.389271048356, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04566006064544076, "fast_rcnn/fg_cls_accuracy": 0.9403562919644791, "iteration": 28819, "loss_box_reg": 0.10816087201237679, "loss_cls": 0.06144006922841072, "loss_rpn_cls": 0.007526226807385683, "loss_rpn_loc": 0.02787826769053936, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29184061700016173, "total_loss": 0.20736095681786537} +{"data_time": 0.003952691499762295, "eta_seconds": 9114.783556440852, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06545308526301699, "fast_rcnn/fg_cls_accuracy": 0.9227616310018099, "iteration": 28839, "loss_box_reg": 0.11377863585948944, "loss_cls": 0.0756511464715004, "loss_rpn_cls": 0.0054395797196775675, "loss_rpn_loc": 0.026181920431554317, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29409883999960584, "total_loss": 0.2075536772608757} +{"data_time": 0.003749551499822701, "eta_seconds": 9109.748973945243, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07360681114551083, "fast_rcnn/fg_cls_accuracy": 0.9258444619010212, "iteration": 28859, "loss_box_reg": 0.13921872526407242, "loss_cls": 0.06711096689105034, "loss_rpn_cls": 0.008360722567886114, "loss_rpn_loc": 0.017112006433308125, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2897436964994995, "total_loss": 0.2526089953025803} +{"data_time": 0.003823069999270956, "eta_seconds": 9105.233732285487, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06463462099834583, "fast_rcnn/fg_cls_accuracy": 0.9253726464435146, "iteration": 28879, "loss_box_reg": 0.13156714290380478, "loss_cls": 0.06977423280477524, "loss_rpn_cls": 0.007210977142676711, "loss_rpn_loc": 0.02625453844666481, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29700788900026964, "total_loss": 0.24880930338986218} +{"data_time": 0.0037848585006940993, "eta_seconds": 9099.382039655484, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05908119658119658, "fast_rcnn/fg_cls_accuracy": 0.935994560994561, "iteration": 28899, "loss_box_reg": 0.11082504317164421, "loss_cls": 0.044416362419724464, "loss_rpn_cls": 0.007192704826593399, "loss_rpn_loc": 0.0237600514665246, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29314672199961933, "total_loss": 0.23647458432242274} +{"data_time": 0.003777323000576871, "eta_seconds": 9096.635674151767, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06561949836522853, "fast_rcnn/fg_cls_accuracy": 0.9328359801912569, "iteration": 28919, "loss_box_reg": 0.13637936860322952, "loss_cls": 0.0799032710492611, "loss_rpn_cls": 0.009859460406005383, "loss_rpn_loc": 0.04099481366574764, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29548624900053255, "total_loss": 0.30015069292858243} +{"data_time": 0.0038421259996539447, "eta_seconds": 9092.796954163496, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06546242774566474, "fast_rcnn/fg_cls_accuracy": 0.9241030201457058, "iteration": 28939, "loss_box_reg": 0.11409473046660423, "loss_cls": 0.05812232382595539, "loss_rpn_cls": 0.008069488685578108, "loss_rpn_loc": 0.02663128450512886, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29314443200019014, "total_loss": 0.21854616794735193} +{"data_time": 0.0038844330001666094, "eta_seconds": 9089.444193279487, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07023524353540937, "fast_rcnn/fg_cls_accuracy": 0.9148142267386472, "iteration": 28959, "loss_box_reg": 0.12244239076972008, "loss_cls": 0.09139562398195267, "loss_rpn_cls": 0.009198925457894802, "loss_rpn_loc": 0.028039608150720596, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29469431250072375, "total_loss": 0.2738920028787106} +{"data_time": 0.0036434769999686978, "eta_seconds": 9085.588816915133, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.09954217726238451, "fast_rcnn/fg_cls_accuracy": 0.8867521367521367, "iteration": 28979, "loss_box_reg": 0.14959415793418884, "loss_cls": 0.1009480468928814, "loss_rpn_cls": 0.013466657139360905, "loss_rpn_loc": 0.042052190750837326, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29442994599958183, "total_loss": 0.3035230356035754} +{"data_time": 0.003618785999606189, "eta_seconds": 9081.054207520538, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08395604395604396, "fast_rcnn/fg_cls_accuracy": 0.9065454545454545, "iteration": 28999, "loss_box_reg": 0.13538721948862076, "loss_cls": 0.0724869817495346, "loss_rpn_cls": 0.0073670996353030205, "loss_rpn_loc": 0.035222532227635384, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2925185234998935, "total_loss": 0.2500957679003477} +{"data_time": 0.003634371500083944, "eta_seconds": 9077.028348066997, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06628947812869448, "fast_rcnn/fg_cls_accuracy": 0.9227652062269298, "iteration": 29019, "loss_box_reg": 0.0913207158446312, "loss_cls": 0.06319072283804417, "loss_rpn_cls": 0.015018372796475887, "loss_rpn_loc": 0.034257957711815834, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2917502330001298, "total_loss": 0.21903016231954098} +{"data_time": 0.0038244454999585287, "eta_seconds": 9071.972002453622, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06139854867590236, "fast_rcnn/fg_cls_accuracy": 0.9347846574309678, "iteration": 29039, "loss_box_reg": 0.0929344967007637, "loss_cls": 0.06460375525057316, "loss_rpn_cls": 0.006462863180786371, "loss_rpn_loc": 0.03530028462409973, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29314765199978865, "total_loss": 0.21676685428246856} +{"data_time": 0.0036248010001145303, "eta_seconds": 9066.111555423613, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06335225691545611, "fast_rcnn/fg_cls_accuracy": 0.9217236104028557, "iteration": 29059, "loss_box_reg": 0.10398983582854271, "loss_cls": 0.05539866350591183, "loss_rpn_cls": 0.01284294854849577, "loss_rpn_loc": 0.03098730742931366, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.28900578700086044, "total_loss": 0.2424803669564426} +{"data_time": 0.003736480998668412, "eta_seconds": 9059.448564307022, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05870863970588235, "fast_rcnn/fg_cls_accuracy": 0.9285850340136055, "iteration": 29079, "loss_box_reg": 0.1201937198638916, "loss_cls": 0.06427275761961937, "loss_rpn_cls": 0.011396912857890129, "loss_rpn_loc": 0.03694059140980244, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2917268069995771, "total_loss": 0.22025514859706163} +{"data_time": 0.0036152700004095095, "eta_seconds": 9047.903051858248, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08920304232804233, "fast_rcnn/fg_cls_accuracy": 0.8982618220899471, "iteration": 29099, "loss_box_reg": 0.135655477643013, "loss_cls": 0.07944919168949127, "loss_rpn_cls": 0.007465914357453585, "loss_rpn_loc": 0.02132054977118969, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2898694669993347, "total_loss": 0.28916304209269583} +{"data_time": 0.00373708150073071, "eta_seconds": 9040.587044558924, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06789700255102041, "fast_rcnn/fg_cls_accuracy": 0.9213033536585367, "iteration": 29119, "loss_box_reg": 0.13218246400356293, "loss_cls": 0.08205956593155861, "loss_rpn_cls": 0.007576462347060442, "loss_rpn_loc": 0.031475313007831573, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29254270950059436, "total_loss": 0.27012805704725906} +{"data_time": 0.0035353070006749476, "eta_seconds": 9035.562848175668, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05843811543705499, "fast_rcnn/fg_cls_accuracy": 0.9379806635904196, "iteration": 29139, "loss_box_reg": 0.09947294369339943, "loss_cls": 0.05802823416888714, "loss_rpn_cls": 0.00770448031835258, "loss_rpn_loc": 0.041296664625406265, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29041937199963286, "total_loss": 0.2148647380527109} +{"data_time": 0.0036787680010093027, "eta_seconds": 9029.757276256969, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.09464485806772908, "fast_rcnn/fg_cls_accuracy": 0.8892084478021978, "iteration": 29159, "loss_box_reg": 0.16699497401714325, "loss_cls": 0.10313740000128746, "loss_rpn_cls": 0.011329034343361855, "loss_rpn_loc": 0.05352061428129673, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 187.0, "rpn/num_pos_anchors": 69.0, "time": 0.29219732399997156, "total_loss": 0.30192432762123644} +{"data_time": 0.003728730999682739, "eta_seconds": 9025.360328879087, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0859375, "fast_rcnn/fg_cls_accuracy": 0.900390625, "iteration": 29179, "loss_box_reg": 0.12363334000110626, "loss_cls": 0.08279091864824295, "loss_rpn_cls": 0.009706966578960419, "loss_rpn_loc": 0.04971769079566002, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29457930299940926, "total_loss": 0.2824994632974267} +{"data_time": 0.0037116050007170998, "eta_seconds": 9017.855800806501, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05786208542114054, "fast_rcnn/fg_cls_accuracy": 0.9361280957198785, "iteration": 29199, "loss_box_reg": 0.10470810905098915, "loss_cls": 0.056449729949235916, "loss_rpn_cls": 0.007389627164229751, "loss_rpn_loc": 0.02973389159888029, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29185619300005783, "total_loss": 0.20376360975205898} +{"data_time": 0.003804578999734076, "eta_seconds": 9013.646687959063, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.048901361356579895, "fast_rcnn/fg_cls_accuracy": 0.9384469696969697, "iteration": 29219, "loss_box_reg": 0.11082017421722412, "loss_cls": 0.06182250939309597, "loss_rpn_cls": 0.008500663563609123, "loss_rpn_loc": 0.025152621790766716, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29162610700041114, "total_loss": 0.19184109894558787} +{"data_time": 0.0037716884990004473, "eta_seconds": 9007.433958899164, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07985663082437276, "fast_rcnn/fg_cls_accuracy": 0.9131748143221372, "iteration": 29239, "loss_box_reg": 0.12227592244744301, "loss_cls": 0.05970565043389797, "loss_rpn_cls": 0.014109104871749878, "loss_rpn_loc": 0.040243081748485565, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2913190889994439, "total_loss": 0.22625197668094188} +{"data_time": 0.003846917000373651, "eta_seconds": 9001.933047039038, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.04586226851851852, "fast_rcnn/fg_cls_accuracy": 0.9394817073170731, "iteration": 29259, "loss_box_reg": 0.13791614025831223, "loss_cls": 0.07145163044333458, "loss_rpn_cls": 0.00917388591915369, "loss_rpn_loc": 0.023594395257532597, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.2941446229997382, "total_loss": 0.25377174001187086} +{"data_time": 0.0036211615006322972, "eta_seconds": 8993.74462463893, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0719207579672696, "fast_rcnn/fg_cls_accuracy": 0.9180451952610794, "iteration": 29279, "loss_box_reg": 0.10907302051782608, "loss_cls": 0.07164430990815163, "loss_rpn_cls": 0.007866906002163887, "loss_rpn_loc": 0.028289146721363068, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29183727700092277, "total_loss": 0.2337869347538799} +{"data_time": 0.0036875294990750263, "eta_seconds": 8986.776554632888, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06170731707317073, "fast_rcnn/fg_cls_accuracy": 0.9295324675324675, "iteration": 29299, "loss_box_reg": 0.13238036632537842, "loss_cls": 0.08209981396794319, "loss_rpn_cls": 0.016643723472952843, "loss_rpn_loc": 0.04110500402748585, "lr": 0.00025, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 191.0, "rpn/num_pos_anchors": 65.0, "time": 0.2946389909993741, "total_loss": 0.2724779499694705} +{"data_time": 0.0035372874999666237, "eta_seconds": 8978.7620130086, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06829084429824561, "fast_rcnn/fg_cls_accuracy": 0.9230982647296206, "iteration": 29319, "loss_box_reg": 0.1174323633313179, "loss_cls": 0.06081677787005901, "loss_rpn_cls": 0.00899148266762495, "loss_rpn_loc": 0.035187797620892525, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2895730585005367, "total_loss": 0.2345781575422734} +{"data_time": 0.003807944499385485, "eta_seconds": 8973.14567669062, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04973498976415491, "fast_rcnn/fg_cls_accuracy": 0.9311899038461539, "iteration": 29339, "loss_box_reg": 0.10640188306570053, "loss_cls": 0.07241886481642723, "loss_rpn_cls": 0.008593830280005932, "loss_rpn_loc": 0.03642044961452484, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2927143225006148, "total_loss": 0.23502403311431408} +{"data_time": 0.0037521770000239485, "eta_seconds": 8964.40398118415, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.055562692702980476, "fast_rcnn/fg_cls_accuracy": 0.9419832555008625, "iteration": 29359, "loss_box_reg": 0.1165897287428379, "loss_cls": 0.0829121321439743, "loss_rpn_cls": 0.007110937964171171, "loss_rpn_loc": 0.025061681866645813, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2904130670003724, "total_loss": 0.24638849194161594} +{"data_time": 0.00369090949970996, "eta_seconds": 8958.335125225003, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06195528609321713, "fast_rcnn/fg_cls_accuracy": 0.9258241758241759, "iteration": 29379, "loss_box_reg": 0.11927954480051994, "loss_cls": 0.06018253043293953, "loss_rpn_cls": 0.008409436326473951, "loss_rpn_loc": 0.029126019217073917, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2916116565002085, "total_loss": 0.23395734786754474} +{"data_time": 0.003714955500072392, "eta_seconds": 8952.607299621195, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07331937338258826, "fast_rcnn/fg_cls_accuracy": 0.9244384741510441, "iteration": 29399, "loss_box_reg": 0.12443137541413307, "loss_cls": 0.08250017836689949, "loss_rpn_cls": 0.013019617646932602, "loss_rpn_loc": 0.03885742276906967, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29262731800099573, "total_loss": 0.2725278583820909} +{"data_time": 0.003721390500686539, "eta_seconds": 8947.317080559878, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08899716808262537, "fast_rcnn/fg_cls_accuracy": 0.9046377973803795, "iteration": 29419, "loss_box_reg": 0.12843569368124008, "loss_cls": 0.08473910018801689, "loss_rpn_cls": 0.01112537831068039, "loss_rpn_loc": 0.03954058326780796, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2951328784993166, "total_loss": 0.2742590968264267} +{"data_time": 0.003737621000254876, "eta_seconds": 8944.467367290927, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08073866597186034, "fast_rcnn/fg_cls_accuracy": 0.9123170731707317, "iteration": 29439, "loss_box_reg": 0.10346778854727745, "loss_cls": 0.061914537101984024, "loss_rpn_cls": 0.008845950942486525, "loss_rpn_loc": 0.03553448244929314, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29514730900064023, "total_loss": 0.24672543071210384} +{"data_time": 0.0036906944997099345, "eta_seconds": 8938.61365828092, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0671971706454465, "fast_rcnn/fg_cls_accuracy": 0.9328028293545535, "iteration": 29459, "loss_box_reg": 0.12285688519477844, "loss_cls": 0.08238309621810913, "loss_rpn_cls": 0.008343640714883804, "loss_rpn_loc": 0.05144186317920685, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.29263727400029893, "total_loss": 0.25465560297016054} +{"data_time": 0.0037680924997403054, "eta_seconds": 8932.60490767283, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06974141625791705, "fast_rcnn/fg_cls_accuracy": 0.9271665748139983, "iteration": 29479, "loss_box_reg": 0.13358892500400543, "loss_cls": 0.08253072947263718, "loss_rpn_cls": 0.009604583028703928, "loss_rpn_loc": 0.0401505958288908, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29173388250001153, "total_loss": 0.26179147383663803} +{"data_time": 0.003812759500760876, "eta_seconds": 8926.906240260905, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.054039253482870406, "fast_rcnn/fg_cls_accuracy": 0.933431641036444, "iteration": 29499, "loss_box_reg": 0.13952766358852386, "loss_cls": 0.06306162476539612, "loss_rpn_cls": 0.009369396604597569, "loss_rpn_loc": 0.03261254541575909, "lr": 0.00025, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29227354700014985, "total_loss": 0.23280180105939507} +{"data_time": 0.003867562500090571, "eta_seconds": 8921.485545372561, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0837227414330218, "fast_rcnn/fg_cls_accuracy": 0.8978163992869875, "iteration": 29519, "loss_box_reg": 0.12393774092197418, "loss_cls": 0.08945853635668755, "loss_rpn_cls": 0.008128617890179157, "loss_rpn_loc": 0.0287048714235425, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2922667319999164, "total_loss": 0.25402337685227394} +{"data_time": 0.0037280359993019374, "eta_seconds": 8916.521623912631, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07157258064516128, "fast_rcnn/fg_cls_accuracy": 0.9166666666666666, "iteration": 29539, "loss_box_reg": 0.13588018715381622, "loss_cls": 0.0817677453160286, "loss_rpn_cls": 0.008982058148831129, "loss_rpn_loc": 0.023460153490304947, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29065328749948094, "total_loss": 0.2550949070136994} +{"data_time": 0.003832480500022939, "eta_seconds": 8909.777559092545, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06783324037925265, "fast_rcnn/fg_cls_accuracy": 0.9307851239669421, "iteration": 29559, "loss_box_reg": 0.121482003480196, "loss_cls": 0.07866668701171875, "loss_rpn_cls": 0.006644386099651456, "loss_rpn_loc": 0.03549976088106632, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.293296148999616, "total_loss": 0.26013156305998564} +{"data_time": 0.0037012949997006217, "eta_seconds": 8905.879952187006, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05998594079512615, "fast_rcnn/fg_cls_accuracy": 0.9214142349853327, "iteration": 29579, "loss_box_reg": 0.11109131202101707, "loss_cls": 0.06921670585870743, "loss_rpn_cls": 0.010148982517421246, "loss_rpn_loc": 0.02514640148729086, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29279774649967294, "total_loss": 0.26846478693187237} +{"data_time": 0.0037388615010058857, "eta_seconds": 8899.262818421994, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06024654554244048, "fast_rcnn/fg_cls_accuracy": 0.9360681114551084, "iteration": 29599, "loss_box_reg": 0.1012425497174263, "loss_cls": 0.0620157103985548, "loss_rpn_cls": 0.0073059131391346455, "loss_rpn_loc": 0.039498839527368546, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.290776238500257, "total_loss": 0.2169176209717989} +{"data_time": 0.0038527265005541267, "eta_seconds": 8891.728390808566, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07194616977225674, "fast_rcnn/fg_cls_accuracy": 0.9225593247332378, "iteration": 29619, "loss_box_reg": 0.12090624868869781, "loss_cls": 0.07040906697511673, "loss_rpn_cls": 0.00882502505555749, "loss_rpn_loc": 0.0353762898594141, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2918262314997264, "total_loss": 0.26772027742117643} +{"data_time": 0.003954441500354733, "eta_seconds": 8886.986562323182, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06725451155146803, "fast_rcnn/fg_cls_accuracy": 0.9261931187569368, "iteration": 29639, "loss_box_reg": 0.12783856689929962, "loss_cls": 0.07194414362311363, "loss_rpn_cls": 0.009557331446558237, "loss_rpn_loc": 0.032197896391153336, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29357990699918446, "total_loss": 0.25361965503543615} +{"data_time": 0.00381924550038093, "eta_seconds": 8880.5849452254, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07314361938639395, "fast_rcnn/fg_cls_accuracy": 0.9162913244428744, "iteration": 29659, "loss_box_reg": 0.12355658784508705, "loss_cls": 0.07964363321661949, "loss_rpn_cls": 0.010481649078428745, "loss_rpn_loc": 0.04105449840426445, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29221916399910697, "total_loss": 0.23935248283669353} +{"data_time": 0.0037296059999789577, "eta_seconds": 8874.068833572746, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07956994396820075, "fast_rcnn/fg_cls_accuracy": 0.9139393583609734, "iteration": 29679, "loss_box_reg": 0.1286686770617962, "loss_cls": 0.07742543518543243, "loss_rpn_cls": 0.009324147831648588, "loss_rpn_loc": 0.019634601660072803, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2938074725007027, "total_loss": 0.24147833813913167} +{"data_time": 0.0036258459995224257, "eta_seconds": 8867.785844870377, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06306322478727605, "fast_rcnn/fg_cls_accuracy": 0.9357459167241775, "iteration": 29699, "loss_box_reg": 0.11110834777355194, "loss_cls": 0.0690959133207798, "loss_rpn_cls": 0.008719397243112326, "loss_rpn_loc": 0.03248465619981289, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2918793340004413, "total_loss": 0.22351207677274942} +{"data_time": 0.0036403320000317763, "eta_seconds": 8860.185607115673, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05675551470588235, "fast_rcnn/fg_cls_accuracy": 0.9334788602941176, "iteration": 29719, "loss_box_reg": 0.1074439063668251, "loss_cls": 0.05611373856663704, "loss_rpn_cls": 0.008677313569933176, "loss_rpn_loc": 0.02725593000650406, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2926789205002933, "total_loss": 0.201532824896276} +{"data_time": 0.0037340559993026545, "eta_seconds": 8850.944150525338, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.054865424430641824, "fast_rcnn/fg_cls_accuracy": 0.9307507900185246, "iteration": 29739, "loss_box_reg": 0.10805371031165123, "loss_cls": 0.06647204421460629, "loss_rpn_cls": 0.009108659345656633, "loss_rpn_loc": 0.03192641865462065, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2887196089995996, "total_loss": 0.2595379534177482} +{"data_time": 0.003675293999549467, "eta_seconds": 8845.094220485335, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06296502976190477, "fast_rcnn/fg_cls_accuracy": 0.9254143646408839, "iteration": 29759, "loss_box_reg": 0.1285746991634369, "loss_cls": 0.07674095779657364, "loss_rpn_cls": 0.006248151417821646, "loss_rpn_loc": 0.03606829792261124, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29155432950028626, "total_loss": 0.240414013620466} +{"data_time": 0.0038388059992939816, "eta_seconds": 8837.293649872954, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05314505776636713, "fast_rcnn/fg_cls_accuracy": 0.9458483273357323, "iteration": 29779, "loss_box_reg": 0.12123434245586395, "loss_cls": 0.06380880065262318, "loss_rpn_cls": 0.006359062623232603, "loss_rpn_loc": 0.022426532581448555, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29145322400017903, "total_loss": 0.21799204871058464} +{"data_time": 0.0037965089995850576, "eta_seconds": 8828.719188993273, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07353935296957992, "fast_rcnn/fg_cls_accuracy": 0.9065093927479249, "iteration": 29799, "loss_box_reg": 0.1307835653424263, "loss_cls": 0.08082860335707664, "loss_rpn_cls": 0.0074110806453973055, "loss_rpn_loc": 0.031615786254405975, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2882680234997679, "total_loss": 0.23676557838916779} +{"data_time": 0.0038388910006688093, "eta_seconds": 8821.414902520337, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06790609220276739, "fast_rcnn/fg_cls_accuracy": 0.9295575896262396, "iteration": 29819, "loss_box_reg": 0.10520357638597488, "loss_cls": 0.06580647453665733, "loss_rpn_cls": 0.007342648226767778, "loss_rpn_loc": 0.028985651209950447, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28885450499910803, "total_loss": 0.22172125335782766} +{"data_time": 0.0036688734999188455, "eta_seconds": 8813.91981027642, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05363680222493401, "fast_rcnn/fg_cls_accuracy": 0.9307385229540919, "iteration": 29839, "loss_box_reg": 0.12364010140299797, "loss_cls": 0.062865125015378, "loss_rpn_cls": 0.010522848460823298, "loss_rpn_loc": 0.03643239662051201, "lr": 0.00025, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2921764729999268, "total_loss": 0.22609653312247247} +{"data_time": 0.0037979144999553682, "eta_seconds": 8808.156428932289, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.058735632183908044, "fast_rcnn/fg_cls_accuracy": 0.9214982550761421, "iteration": 29859, "loss_box_reg": 0.11776836961507797, "loss_cls": 0.06972668319940567, "loss_rpn_cls": 0.007821843028068542, "loss_rpn_loc": 0.029789268970489502, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2908699820000038, "total_loss": 0.20893295668065548} +{"data_time": 0.003589954499148007, "eta_seconds": 8800.491810339336, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06172994325485155, "fast_rcnn/fg_cls_accuracy": 0.9116829492092622, "iteration": 29879, "loss_box_reg": 0.10865050181746483, "loss_cls": 0.07037302106618881, "loss_rpn_cls": 0.007859808625653386, "loss_rpn_loc": 0.029490143060684204, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29006805599965446, "total_loss": 0.2424077228643} +{"data_time": 0.00373656600004324, "eta_seconds": 8794.64819027935, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08132094666952239, "fast_rcnn/fg_cls_accuracy": 0.9073414112615823, "iteration": 29899, "loss_box_reg": 0.14085359871387482, "loss_cls": 0.07212648540735245, "loss_rpn_cls": 0.009255970595404506, "loss_rpn_loc": 0.04796187952160835, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.29179591000047367, "total_loss": 0.2774414671584964} +{"data_time": 0.0037525775005633477, "eta_seconds": 8784.975807368173, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.0555431131019037, "fast_rcnn/fg_cls_accuracy": 0.9421542553191489, "iteration": 29919, "loss_box_reg": 0.1058422178030014, "loss_cls": 0.05883231945335865, "loss_rpn_cls": 0.01013009063899517, "loss_rpn_loc": 0.04178403317928314, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29058167899984255, "total_loss": 0.19972857041284442} +{"data_time": 0.003862922500957211, "eta_seconds": 8779.134733028168, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.10085124638728324, "fast_rcnn/fg_cls_accuracy": 0.8948795334799734, "iteration": 29939, "loss_box_reg": 0.12225126102566719, "loss_cls": 0.07194513827562332, "loss_rpn_cls": 0.012040587142109871, "loss_rpn_loc": 0.03179848846048117, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.295149548000154, "total_loss": 0.2933789687231183} +{"data_time": 0.003717866000442882, "eta_seconds": 8769.965827464257, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.090921875, "fast_rcnn/fg_cls_accuracy": 0.9019201807228916, "iteration": 29959, "loss_box_reg": 0.1383851021528244, "loss_cls": 0.10109829530119896, "loss_rpn_cls": 0.010717665310949087, "loss_rpn_loc": 0.03741590492427349, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2914031165000779, "total_loss": 0.30793820740655065} +{"data_time": 0.0038228799994612928, "eta_seconds": 8759.838416617567, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0541544477028348, "fast_rcnn/fg_cls_accuracy": 0.9349136526555881, "iteration": 29979, "loss_box_reg": 0.1213325634598732, "loss_cls": 0.06494404748082161, "loss_rpn_cls": 0.007828216068446636, "loss_rpn_loc": 0.030023058876395226, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2909118800007491, "total_loss": 0.21185213571880013} +{"data_time": 0.003923960000065563, "eta_seconds": 8754.652979996536, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06916065705128205, "fast_rcnn/fg_cls_accuracy": 0.9210968625498008, "iteration": 29999, "loss_box_reg": 0.13544169813394547, "loss_cls": 0.07666389271616936, "loss_rpn_cls": 0.006138130323961377, "loss_rpn_loc": 0.03571243956685066, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29426835799949913, "total_loss": 0.2641650278819725} +{"data_time": 0.003778208500079927, "eta_seconds": 8753.596181125522, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07926701570680628, "fast_rcnn/fg_cls_accuracy": 0.9156650246305419, "iteration": 30019, "loss_box_reg": 0.12292596325278282, "loss_cls": 0.07421289384365082, "loss_rpn_cls": 0.011893704533576965, "loss_rpn_loc": 0.030527951195836067, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29701377950004826, "total_loss": 0.27006011083722115} +{"data_time": 0.003721240999766451, "eta_seconds": 8746.749871301108, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.10086256587615283, "fast_rcnn/fg_cls_accuracy": 0.891370591286307, "iteration": 30039, "loss_box_reg": 0.09889600425958633, "loss_cls": 0.07917725294828415, "loss_rpn_cls": 0.011239510029554367, "loss_rpn_loc": 0.030561266466975212, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2930204020003657, "total_loss": 0.208236712962389} +{"data_time": 0.0037761134999527712, "eta_seconds": 8739.96477056031, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05266335227272727, "fast_rcnn/fg_cls_accuracy": 0.9352029335777982, "iteration": 30059, "loss_box_reg": 0.10298198461532593, "loss_cls": 0.05770012550055981, "loss_rpn_cls": 0.009973134379833937, "loss_rpn_loc": 0.02467520348727703, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2908942090007258, "total_loss": 0.21616825368255377} +{"data_time": 0.0037540114999501384, "eta_seconds": 8736.362297535816, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.042697214267117936, "fast_rcnn/fg_cls_accuracy": 0.9280212256076686, "iteration": 30079, "loss_box_reg": 0.10464786365628242, "loss_cls": 0.08221932128071785, "loss_rpn_cls": 0.008769399486482143, "loss_rpn_loc": 0.04463929310441017, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2959606510003141, "total_loss": 0.2653845325112343} +{"data_time": 0.00393956550033181, "eta_seconds": 8733.28418169558, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09397644927536232, "fast_rcnn/fg_cls_accuracy": 0.9060235507246377, "iteration": 30099, "loss_box_reg": 0.13931766152381897, "loss_cls": 0.09063570201396942, "loss_rpn_cls": 0.00916968984529376, "loss_rpn_loc": 0.02804380189627409, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29235813050036086, "total_loss": 0.26199212623760104} +{"data_time": 0.00369805450009153, "eta_seconds": 8727.641236973395, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.07594985386863559, "fast_rcnn/fg_cls_accuracy": 0.9111011578912445, "iteration": 30119, "loss_box_reg": 0.10285419970750809, "loss_cls": 0.07800136506557465, "loss_rpn_cls": 0.009751623030751944, "loss_rpn_loc": 0.03332767263054848, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2941173270000945, "total_loss": 0.22274885373190045} +{"data_time": 0.0036926495004081517, "eta_seconds": 8721.7994423034, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0739454094292804, "fast_rcnn/fg_cls_accuracy": 0.9224775371925173, "iteration": 30139, "loss_box_reg": 0.12422598153352737, "loss_cls": 0.07884062826633453, "loss_rpn_cls": 0.007905141916126013, "loss_rpn_loc": 0.0245705246925354, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29091462999895157, "total_loss": 0.22625009855255485} +{"data_time": 0.003747026499695494, "eta_seconds": 8715.75919671559, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.07398068669527896, "fast_rcnn/fg_cls_accuracy": 0.9136649514008004, "iteration": 30159, "loss_box_reg": 0.09495583176612854, "loss_cls": 0.05664262920618057, "loss_rpn_cls": 0.007844023406505585, "loss_rpn_loc": 0.029521603137254715, "lr": 0.00025, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2912991269995473, "total_loss": 0.20617195521481335} +{"data_time": 0.0037771930010421784, "eta_seconds": 8708.452105710148, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.060235507246376815, "fast_rcnn/fg_cls_accuracy": 0.9325862309733277, "iteration": 30179, "loss_box_reg": 0.12250930815935135, "loss_cls": 0.07540378719568253, "loss_rpn_cls": 0.012498997151851654, "loss_rpn_loc": 0.03786743804812431, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2922931584998878, "total_loss": 0.23624880891293287} +{"data_time": 0.0038927585001147236, "eta_seconds": 8703.188235698326, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.03533941898843329, "fast_rcnn/fg_cls_accuracy": 0.95119536171025, "iteration": 30199, "loss_box_reg": 0.11227034032344818, "loss_cls": 0.049758369103074074, "loss_rpn_cls": 0.007555067539215088, "loss_rpn_loc": 0.018347052857279778, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29233375049989263, "total_loss": 0.20474299136549234} +{"data_time": 0.003764933000638848, "eta_seconds": 8696.073732311088, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0801239250040062, "fast_rcnn/fg_cls_accuracy": 0.9003141880718775, "iteration": 30219, "loss_box_reg": 0.13787943124771118, "loss_cls": 0.0821591280400753, "loss_rpn_cls": 0.00851474516093731, "loss_rpn_loc": 0.025389508344233036, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.29088470850001613, "total_loss": 0.27007032791152596} +{"data_time": 0.003900554500432918, "eta_seconds": 8689.900343542686, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04555555555555556, "fast_rcnn/fg_cls_accuracy": 0.9432368259803922, "iteration": 30239, "loss_box_reg": 0.10751540958881378, "loss_cls": 0.05861238203942776, "loss_rpn_cls": 0.011794284451752901, "loss_rpn_loc": 0.040176890790462494, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2907996395006194, "total_loss": 0.2240760698914528} +{"data_time": 0.00373848649996944, "eta_seconds": 8681.443117773488, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09883720930232559, "fast_rcnn/fg_cls_accuracy": 0.8949874686716792, "iteration": 30259, "loss_box_reg": 0.14469840377569199, "loss_cls": 0.08587763458490372, "loss_rpn_cls": 0.009055782575160265, "loss_rpn_loc": 0.03232383169233799, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29146293999929185, "total_loss": 0.30041197454556823} +{"data_time": 0.0036631279999710387, "eta_seconds": 8675.440970386808, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07041995231982395, "fast_rcnn/fg_cls_accuracy": 0.9197230882083257, "iteration": 30279, "loss_box_reg": 0.11799953132867813, "loss_cls": 0.058026088401675224, "loss_rpn_cls": 0.00628117099404335, "loss_rpn_loc": 0.028733166866004467, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2914807059996747, "total_loss": 0.22300223261117935} +{"data_time": 0.0038857234994793544, "eta_seconds": 8669.766664353483, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.055156723963599594, "fast_rcnn/fg_cls_accuracy": 0.9324059986959357, "iteration": 30299, "loss_box_reg": 0.10372237488627434, "loss_cls": 0.06461694091558456, "loss_rpn_cls": 0.006098187994211912, "loss_rpn_loc": 0.03260113298892975, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29527389949998906, "total_loss": 0.22240928490646183} +{"data_time": 0.0037956440000925795, "eta_seconds": 8664.066612900133, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05892650462962963, "fast_rcnn/fg_cls_accuracy": 0.9313616071428572, "iteration": 30319, "loss_box_reg": 0.12816976010799408, "loss_cls": 0.07008172944188118, "loss_rpn_cls": 0.008214251603931189, "loss_rpn_loc": 0.04806957021355629, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2919474475002062, "total_loss": 0.2760628340765834} +{"data_time": 0.0038433465006164624, "eta_seconds": 8658.090210933478, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06541518224171006, "fast_rcnn/fg_cls_accuracy": 0.9087572254335261, "iteration": 30339, "loss_box_reg": 0.10922545194625854, "loss_cls": 0.08091573417186737, "loss_rpn_cls": 0.01041133189573884, "loss_rpn_loc": 0.03497288003563881, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2916961955006627, "total_loss": 0.2472853371873498} +{"data_time": 0.0041848725004456355, "eta_seconds": 8655.599525816979, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08381962864721484, "fast_rcnn/fg_cls_accuracy": 0.9072897761645493, "iteration": 30359, "loss_box_reg": 0.12672855705022812, "loss_cls": 0.06668677553534508, "loss_rpn_cls": 0.0073625314980745316, "loss_rpn_loc": 0.02730458602309227, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.29514793349972024, "total_loss": 0.24158388539217412} +{"data_time": 0.003822780000518833, "eta_seconds": 8649.662168064078, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06007214206437292, "fast_rcnn/fg_cls_accuracy": 0.9339622641509434, "iteration": 30379, "loss_box_reg": 0.10394406318664551, "loss_cls": 0.054117077961564064, "loss_rpn_cls": 0.007274383911862969, "loss_rpn_loc": 0.033269479870796204, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2916860649984301, "total_loss": 0.2161623991560191} +{"data_time": 0.003906768999513588, "eta_seconds": 8644.959779203054, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04933326573036556, "fast_rcnn/fg_cls_accuracy": 0.9506667342696344, "iteration": 30399, "loss_box_reg": 0.11290495470166206, "loss_cls": 0.058894915506243706, "loss_rpn_cls": 0.006943889195099473, "loss_rpn_loc": 0.02974442020058632, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29416246350047004, "total_loss": 0.20585985493380576} +{"data_time": 0.003921864500625816, "eta_seconds": 8635.915238852358, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.054515745692216275, "fast_rcnn/fg_cls_accuracy": 0.9387393918717216, "iteration": 30419, "loss_box_reg": 0.1258641742169857, "loss_cls": 0.06590933352708817, "loss_rpn_cls": 0.010403439402580261, "loss_rpn_loc": 0.025276980362832546, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29097196249949775, "total_loss": 0.23483017552644014} +{"data_time": 0.0038386915002774913, "eta_seconds": 8627.754174233014, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0743719362745098, "fast_rcnn/fg_cls_accuracy": 0.9153602139261745, "iteration": 30439, "loss_box_reg": 0.12896020337939262, "loss_cls": 0.0921417586505413, "loss_rpn_cls": 0.01311393454670906, "loss_rpn_loc": 0.02905995398759842, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2902511089996551, "total_loss": 0.2720337016507983} +{"data_time": 0.0037719874999311287, "eta_seconds": 8622.389524640257, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04370500477057854, "fast_rcnn/fg_cls_accuracy": 0.939105986191188, "iteration": 30459, "loss_box_reg": 0.1063147783279419, "loss_cls": 0.058262038975954056, "loss_rpn_cls": 0.011348272673785686, "loss_rpn_loc": 0.03217914141714573, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2946968480000578, "total_loss": 0.22357299271970987} +{"data_time": 0.0037273059997460223, "eta_seconds": 8617.360054340024, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06762597512123128, "fast_rcnn/fg_cls_accuracy": 0.9319959122011907, "iteration": 30479, "loss_box_reg": 0.1250169426202774, "loss_cls": 0.06126675195991993, "loss_rpn_cls": 0.007327480241656303, "loss_rpn_loc": 0.044774267822504044, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2932379410003705, "total_loss": 0.23460450302809477} +{"data_time": 0.0037539670011028647, "eta_seconds": 8613.131165996492, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.0779746835443038, "fast_rcnn/fg_cls_accuracy": 0.9178059071729958, "iteration": 30499, "loss_box_reg": 0.14128345996141434, "loss_cls": 0.0761665627360344, "loss_rpn_cls": 0.010907481424510479, "loss_rpn_loc": 0.041980694979429245, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29308184399997117, "total_loss": 0.2872382461791858} +{"data_time": 0.004245394499776012, "eta_seconds": 8608.242234425743, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07898121944944687, "fast_rcnn/fg_cls_accuracy": 0.8899765316205533, "iteration": 30519, "loss_box_reg": 0.1181594617664814, "loss_cls": 0.07361927628517151, "loss_rpn_cls": 0.008390891831368208, "loss_rpn_loc": 0.046168629080057144, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2971324544996605, "total_loss": 0.25622820388525724} +{"data_time": 0.003896043998793175, "eta_seconds": 8604.605889798058, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.061201906707524685, "fast_rcnn/fg_cls_accuracy": 0.930517848164907, "iteration": 30539, "loss_box_reg": 0.12093319371342659, "loss_cls": 0.07665594294667244, "loss_rpn_cls": 0.010780892334878445, "loss_rpn_loc": 0.06833744421601295, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.2966116409997994, "total_loss": 0.26659145508892834} +{"data_time": 0.003693258499879448, "eta_seconds": 8598.470364800887, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09473489061920654, "fast_rcnn/fg_cls_accuracy": 0.8875582168995342, "iteration": 30559, "loss_box_reg": 0.12916423380374908, "loss_cls": 0.08474257215857506, "loss_rpn_cls": 0.009509613737463951, "loss_rpn_loc": 0.03124056849628687, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2976945055006581, "total_loss": 0.3127205150667578} +{"data_time": 0.003735491000043112, "eta_seconds": 8593.838233492897, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0663152509546692, "fast_rcnn/fg_cls_accuracy": 0.9247319203420445, "iteration": 30579, "loss_box_reg": 0.14585383981466293, "loss_cls": 0.07583784312009811, "loss_rpn_cls": 0.009041320532560349, "loss_rpn_loc": 0.03378864377737045, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2946674669992717, "total_loss": 0.2757134586572647} +{"data_time": 0.003726165499756462, "eta_seconds": 8591.717099711423, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06801625105071449, "fast_rcnn/fg_cls_accuracy": 0.9183202189531303, "iteration": 30599, "loss_box_reg": 0.10908452421426773, "loss_cls": 0.06931420788168907, "loss_rpn_cls": 0.009124495089054108, "loss_rpn_loc": 0.02848837897181511, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2947602360009114, "total_loss": 0.24261274188756943} +{"data_time": 0.0036338270001579076, "eta_seconds": 8586.090834502684, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07252664527120725, "fast_rcnn/fg_cls_accuracy": 0.9195727894582232, "iteration": 30619, "loss_box_reg": 0.11679776012897491, "loss_cls": 0.07909978553652763, "loss_rpn_cls": 0.00748915527947247, "loss_rpn_loc": 0.03585369326174259, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2937462999998388, "total_loss": 0.2353051919490099} +{"data_time": 0.003731705999598489, "eta_seconds": 8578.599251277265, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.09396020179372197, "fast_rcnn/fg_cls_accuracy": 0.8902654867256637, "iteration": 30639, "loss_box_reg": 0.13746093958616257, "loss_cls": 0.08595272898674011, "loss_rpn_cls": 0.011503266636282206, "loss_rpn_loc": 0.05254833772778511, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.2917158615000517, "total_loss": 0.2892349197063595} +{"data_time": 0.0036622074994738796, "eta_seconds": 8572.13729566416, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06653645833333333, "fast_rcnn/fg_cls_accuracy": 0.9281155015197569, "iteration": 30659, "loss_box_reg": 0.10846145823597908, "loss_cls": 0.07934008166193962, "loss_rpn_cls": 0.010422730818390846, "loss_rpn_loc": 0.038848740980029106, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2917686840000897, "total_loss": 0.24866648064926267} +{"data_time": 0.0038971740004853928, "eta_seconds": 8567.67809387984, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05572804713000558, "fast_rcnn/fg_cls_accuracy": 0.9187607524607271, "iteration": 30679, "loss_box_reg": 0.1205977089703083, "loss_cls": 0.07354198396205902, "loss_rpn_cls": 0.010514853056520224, "loss_rpn_loc": 0.03597862459719181, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2944671670002208, "total_loss": 0.25698027946054935} +{"data_time": 0.0036069210000277963, "eta_seconds": 8561.83383869984, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0607101632496015, "fast_rcnn/fg_cls_accuracy": 0.91521167184884, "iteration": 30699, "loss_box_reg": 0.09143708646297455, "loss_cls": 0.0530481543391943, "loss_rpn_cls": 0.008529759477823973, "loss_rpn_loc": 0.02518462110310793, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29236353550095373, "total_loss": 0.1781179520767182} +{"data_time": 0.0037623579992214218, "eta_seconds": 8555.224321437272, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.03626971378504673, "fast_rcnn/fg_cls_accuracy": 0.9565655209452202, "iteration": 30719, "loss_box_reg": 0.11937340348958969, "loss_cls": 0.05362764187157154, "loss_rpn_cls": 0.007484073750674725, "loss_rpn_loc": 0.030292773619294167, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29179985400060104, "total_loss": 0.2164427158422768} +{"data_time": 0.0036873794997518416, "eta_seconds": 8551.625811200847, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07881773399014778, "fast_rcnn/fg_cls_accuracy": 0.9205911330049261, "iteration": 30739, "loss_box_reg": 0.11217736080288887, "loss_cls": 0.07165345177054405, "loss_rpn_cls": 0.009465818293392658, "loss_rpn_loc": 0.025629129260778427, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29436427249947883, "total_loss": 0.2178871964570135} +{"data_time": 0.0037240165002003778, "eta_seconds": 8546.726209522603, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.0705665978316985, "fast_rcnn/fg_cls_accuracy": 0.9198180175529169, "iteration": 30759, "loss_box_reg": 0.131990484893322, "loss_cls": 0.09147654473781586, "loss_rpn_cls": 0.011432303115725517, "loss_rpn_loc": 0.03706415928900242, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29331337900021026, "total_loss": 0.2936930669238791} +{"data_time": 0.0038625269999101874, "eta_seconds": 8541.77930729591, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06130268199233716, "fast_rcnn/fg_cls_accuracy": 0.9291914682539683, "iteration": 30779, "loss_box_reg": 0.12189671397209167, "loss_cls": 0.08248637616634369, "loss_rpn_cls": 0.007855050265789032, "loss_rpn_loc": 0.02871477883309126, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2917575980000038, "total_loss": 0.25364456977695227} +{"data_time": 0.0037196709999989253, "eta_seconds": 8540.879900395885, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05165756889894821, "fast_rcnn/fg_cls_accuracy": 0.9483424311010518, "iteration": 30799, "loss_box_reg": 0.10715410485863686, "loss_cls": 0.059580374509096146, "loss_rpn_cls": 0.010712245013564825, "loss_rpn_loc": 0.020673317834734917, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.29348862300048495, "total_loss": 0.20435826084576547} +{"data_time": 0.0037313309994715382, "eta_seconds": 8540.162846796065, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04781559563119126, "fast_rcnn/fg_cls_accuracy": 0.9434839997424507, "iteration": 30819, "loss_box_reg": 0.13182582706212997, "loss_cls": 0.056690262630581856, "loss_rpn_cls": 0.008352926932275295, "loss_rpn_loc": 0.0224800119176507, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2950494679998883, "total_loss": 0.2629947466775775} +{"data_time": 0.0038450764996014186, "eta_seconds": 8536.126735074868, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0766882183908046, "fast_rcnn/fg_cls_accuracy": 0.9207076149425287, "iteration": 30839, "loss_box_reg": 0.109918013215065, "loss_cls": 0.06406909599900246, "loss_rpn_cls": 0.006582663394510746, "loss_rpn_loc": 0.03587091900408268, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29650714050058014, "total_loss": 0.2589140293421224} +{"data_time": 0.0037863390007260023, "eta_seconds": 8531.36996060548, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09733727810650888, "fast_rcnn/fg_cls_accuracy": 0.8820158102766797, "iteration": 30859, "loss_box_reg": 0.1456051766872406, "loss_cls": 0.0925281010568142, "loss_rpn_cls": 0.010285701602697372, "loss_rpn_loc": 0.026693662628531456, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29262973300046724, "total_loss": 0.2886435913387686} +{"data_time": 0.003803169500315562, "eta_seconds": 8525.277473429742, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08525204249685148, "fast_rcnn/fg_cls_accuracy": 0.9118043495165764, "iteration": 30879, "loss_box_reg": 0.14345235377550125, "loss_cls": 0.0752425417304039, "loss_rpn_cls": 0.009120581205934286, "loss_rpn_loc": 0.03486696630716324, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2891534925001906, "total_loss": 0.25976651860401034} +{"data_time": 0.003670203500405478, "eta_seconds": 8519.918224530738, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05938946759259259, "fast_rcnn/fg_cls_accuracy": 0.9348854581673307, "iteration": 30899, "loss_box_reg": 0.09393399208784103, "loss_cls": 0.05340670794248581, "loss_rpn_cls": 0.008359515573829412, "loss_rpn_loc": 0.02968711592257023, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29209042849925027, "total_loss": 0.2024430325254798} +{"data_time": 0.0037434870000652154, "eta_seconds": 8515.842408386634, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.046758972772277224, "fast_rcnn/fg_cls_accuracy": 0.9415222772277227, "iteration": 30919, "loss_box_reg": 0.10928095504641533, "loss_cls": 0.06524766981601715, "loss_rpn_cls": 0.006030586548149586, "loss_rpn_loc": 0.023362942971289158, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29333049950037093, "total_loss": 0.20310018298914656} +{"data_time": 0.0038933089999773074, "eta_seconds": 8508.49034623092, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06958796316312854, "fast_rcnn/fg_cls_accuracy": 0.9220647773279352, "iteration": 30939, "loss_box_reg": 0.12243121489882469, "loss_cls": 0.08389831334352493, "loss_rpn_cls": 0.00770421652123332, "loss_rpn_loc": 0.025765826925635338, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2914421530003892, "total_loss": 0.2682741270400584} +{"data_time": 0.004153900999881444, "eta_seconds": 8501.107541525344, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06512895966764756, "fast_rcnn/fg_cls_accuracy": 0.9302838843690497, "iteration": 30959, "loss_box_reg": 0.10850201919674873, "loss_cls": 0.06537564471364021, "loss_rpn_cls": 0.010834487620741129, "loss_rpn_loc": 0.03704337403178215, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2903923849999046, "total_loss": 0.22227389528416097} +{"data_time": 0.003986873000030755, "eta_seconds": 8497.14134783293, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05331439393939394, "fast_rcnn/fg_cls_accuracy": 0.9195244087882124, "iteration": 30979, "loss_box_reg": 0.11823809146881104, "loss_cls": 0.06487755291163921, "loss_rpn_cls": 0.006537029519677162, "loss_rpn_loc": 0.02565520629286766, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2928798345001269, "total_loss": 0.22286123654339463} +{"data_time": 0.0036175565010125865, "eta_seconds": 8491.285289012922, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06843408758302374, "fast_rcnn/fg_cls_accuracy": 0.9267927501970055, "iteration": 30999, "loss_box_reg": 0.10788779705762863, "loss_cls": 0.06558842211961746, "loss_rpn_cls": 0.011484953574836254, "loss_rpn_loc": 0.026653820648789406, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2939886399999523, "total_loss": 0.22962241154164076} +{"data_time": 0.003841736500362458, "eta_seconds": 8484.784541130612, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0609529702970297, "fast_rcnn/fg_cls_accuracy": 0.9297256097560975, "iteration": 31019, "loss_box_reg": 0.13929253816604614, "loss_cls": 0.08494165912270546, "loss_rpn_cls": 0.007722361013293266, "loss_rpn_loc": 0.03402913734316826, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2934254540004986, "total_loss": 0.25809362018480897} +{"data_time": 0.0038347610006894683, "eta_seconds": 8477.688512485329, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04333799751243781, "fast_rcnn/fg_cls_accuracy": 0.9491128174158111, "iteration": 31039, "loss_box_reg": 0.10547096282243729, "loss_cls": 0.05993780680000782, "loss_rpn_cls": 0.005619118455797434, "loss_rpn_loc": 0.022259828634560108, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2921290244994452, "total_loss": 0.20146107906475663} +{"data_time": 0.0037358420004238724, "eta_seconds": 8472.580016519805, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.062420306965761514, "fast_rcnn/fg_cls_accuracy": 0.9326564344746162, "iteration": 31059, "loss_box_reg": 0.12312227860093117, "loss_cls": 0.060313865542411804, "loss_rpn_cls": 0.009450301062315702, "loss_rpn_loc": 0.030833659693598747, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.292089687999578, "total_loss": 0.25221523793879896} +{"data_time": 0.0037802139995619655, "eta_seconds": 8464.068181266011, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07451094980314961, "fast_rcnn/fg_cls_accuracy": 0.9134114583333333, "iteration": 31079, "loss_box_reg": 0.10818171873688698, "loss_cls": 0.07295963168144226, "loss_rpn_cls": 0.009188366122543812, "loss_rpn_loc": 0.02298464346677065, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.29022912199980055, "total_loss": 0.2135362448170781} +{"data_time": 0.003745692500160658, "eta_seconds": 8458.75966939293, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08964285714285714, "fast_rcnn/fg_cls_accuracy": 0.9014285714285715, "iteration": 31099, "loss_box_reg": 0.12170758843421936, "loss_cls": 0.07456794381141663, "loss_rpn_cls": 0.008188145700842142, "loss_rpn_loc": 0.02276666834950447, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.293627633500364, "total_loss": 0.23855170921888202} +{"data_time": 0.003785144000175933, "eta_seconds": 8449.68891327866, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08824351297405189, "fast_rcnn/fg_cls_accuracy": 0.9020958083832336, "iteration": 31119, "loss_box_reg": 0.12337832152843475, "loss_cls": 0.07559845596551895, "loss_rpn_cls": 0.009348890278488398, "loss_rpn_loc": 0.030001230537891388, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29033430199979193, "total_loss": 0.23126513476017863} +{"data_time": 0.0037876289998166612, "eta_seconds": 8446.140154156637, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07220455749867515, "fast_rcnn/fg_cls_accuracy": 0.9107786357786358, "iteration": 31139, "loss_box_reg": 0.1276809647679329, "loss_cls": 0.07998987659811974, "loss_rpn_cls": 0.00612203124910593, "loss_rpn_loc": 0.041661061346530914, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.29472647399961716, "total_loss": 0.2714501234004274} +{"data_time": 0.003659167499790783, "eta_seconds": 8440.77960361381, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05120320855614974, "fast_rcnn/fg_cls_accuracy": 0.9358296622613803, "iteration": 31159, "loss_box_reg": 0.12280626967549324, "loss_cls": 0.060062261298298836, "loss_rpn_cls": 0.005790578201413155, "loss_rpn_loc": 0.03321691416203976, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2914242219994776, "total_loss": 0.23851595760788769} +{"data_time": 0.0036741439998877468, "eta_seconds": 8434.433792196614, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08302005012531327, "fast_rcnn/fg_cls_accuracy": 0.9050751879699248, "iteration": 31179, "loss_box_reg": 0.12296684086322784, "loss_cls": 0.07252819091081619, "loss_rpn_cls": 0.009304771665483713, "loss_rpn_loc": 0.04740704782307148, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.2916285319997769, "total_loss": 0.2485523767536506} +{"data_time": 0.003738362000149209, "eta_seconds": 8428.580611216603, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06573275862068965, "fast_rcnn/fg_cls_accuracy": 0.9207589285714286, "iteration": 31199, "loss_box_reg": 0.11072666943073273, "loss_cls": 0.0765959843993187, "loss_rpn_cls": 0.01113965641707182, "loss_rpn_loc": 0.033453818410634995, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29301319499973033, "total_loss": 0.24273247458040714} +{"data_time": 0.0038050844996178057, "eta_seconds": 8422.451847335906, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.040858348648832615, "fast_rcnn/fg_cls_accuracy": 0.9474461659663865, "iteration": 31219, "loss_box_reg": 0.11600769311189651, "loss_cls": 0.05815376713871956, "loss_rpn_cls": 0.007123979972675443, "loss_rpn_loc": 0.026385133154690266, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29058017899933475, "total_loss": 0.22054919740185142} +{"data_time": 0.0036593479999282863, "eta_seconds": 8416.598857865902, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08119130505181346, "fast_rcnn/fg_cls_accuracy": 0.91015625, "iteration": 31239, "loss_box_reg": 0.12682314962148666, "loss_cls": 0.06404430791735649, "loss_rpn_cls": 0.008250807411968708, "loss_rpn_loc": 0.03885039873421192, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29044954200071516, "total_loss": 0.2522787174093537} +{"data_time": 0.00393467500089173, "eta_seconds": 8411.87197343661, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07422522438002313, "fast_rcnn/fg_cls_accuracy": 0.9064563106796117, "iteration": 31259, "loss_box_reg": 0.11116253957152367, "loss_cls": 0.07467368990182877, "loss_rpn_cls": 0.009986025281250477, "loss_rpn_loc": 0.031416427344083786, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2939257619991622, "total_loss": 0.2406773567199707} +{"data_time": 0.00378533349976351, "eta_seconds": 8407.431425365285, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07949869060980172, "fast_rcnn/fg_cls_accuracy": 0.9066002490660025, "iteration": 31279, "loss_box_reg": 0.12390384078025818, "loss_cls": 0.08026470243930817, "loss_rpn_cls": 0.011855475138872862, "loss_rpn_loc": 0.030606250278651714, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29414269249991776, "total_loss": 0.2475795322097838} +{"data_time": 0.003716685499966843, "eta_seconds": 8400.438655680864, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07371884138699344, "fast_rcnn/fg_cls_accuracy": 0.9253978231382538, "iteration": 31299, "loss_box_reg": 0.12934530153870583, "loss_cls": 0.059840960428118706, "loss_rpn_cls": 0.008410606533288956, "loss_rpn_loc": 0.032540854066610336, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2926931115007392, "total_loss": 0.23723498405888677} +{"data_time": 0.003640931999143504, "eta_seconds": 8394.310654076617, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06196769456681351, "fast_rcnn/fg_cls_accuracy": 0.9218867625500218, "iteration": 31319, "loss_box_reg": 0.11168990284204483, "loss_cls": 0.05461926758289337, "loss_rpn_cls": 0.008729631081223488, "loss_rpn_loc": 0.03248138353228569, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29077012250036205, "total_loss": 0.21518589230254292} +{"data_time": 0.0037527775011767517, "eta_seconds": 8388.456880956619, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.057693126650200155, "fast_rcnn/fg_cls_accuracy": 0.9380695852142066, "iteration": 31339, "loss_box_reg": 0.13201922923326492, "loss_cls": 0.06972290948033333, "loss_rpn_cls": 0.010776541195809841, "loss_rpn_loc": 0.03282254375517368, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29222128950004844, "total_loss": 0.2516619935631752} +{"data_time": 0.003826400999969337, "eta_seconds": 8381.8197608841, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06461083074534162, "fast_rcnn/fg_cls_accuracy": 0.9162493634357494, "iteration": 31359, "loss_box_reg": 0.1161637045443058, "loss_cls": 0.06702294945716858, "loss_rpn_cls": 0.00696232751943171, "loss_rpn_loc": 0.04315517470240593, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29396557949985436, "total_loss": 0.23817179491743445} +{"data_time": 0.0036400070011950447, "eta_seconds": 8376.390854903857, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.08097866766467066, "fast_rcnn/fg_cls_accuracy": 0.9054003793654926, "iteration": 31379, "loss_box_reg": 0.13216014206409454, "loss_cls": 0.08529555425047874, "loss_rpn_cls": 0.009637576062232256, "loss_rpn_loc": 0.04408448934555054, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2914951109996764, "total_loss": 0.2631432181224227} +{"data_time": 0.004046630999255285, "eta_seconds": 8368.987269525132, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.08621336511299435, "fast_rcnn/fg_cls_accuracy": 0.9004132231404959, "iteration": 31399, "loss_box_reg": 0.14141115546226501, "loss_cls": 0.09318732097744942, "loss_rpn_cls": 0.00709436577744782, "loss_rpn_loc": 0.03526177257299423, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29037087349934154, "total_loss": 0.2816729850601405} +{"data_time": 0.003948326499994437, "eta_seconds": 8364.260082614092, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06755990932642487, "fast_rcnn/fg_cls_accuracy": 0.9298494170984456, "iteration": 31419, "loss_box_reg": 0.12360502034425735, "loss_cls": 0.061158010736107826, "loss_rpn_cls": 0.007008334156125784, "loss_rpn_loc": 0.02365177683532238, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29419097950085416, "total_loss": 0.25755928340367973} +{"data_time": 0.004387386499729473, "eta_seconds": 8359.18801535663, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06910686728395062, "fast_rcnn/fg_cls_accuracy": 0.9263752880184332, "iteration": 31439, "loss_box_reg": 0.13214612752199173, "loss_cls": 0.07049916684627533, "loss_rpn_cls": 0.010626820381730795, "loss_rpn_loc": 0.035800766199827194, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2927327770003103, "total_loss": 0.28172490606084466} +{"data_time": 0.00413682050020725, "eta_seconds": 8353.334242236633, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07462735355648537, "fast_rcnn/fg_cls_accuracy": 0.9216704842931938, "iteration": 31459, "loss_box_reg": 0.12735213339328766, "loss_cls": 0.06714919954538345, "loss_rpn_cls": 0.010735912248492241, "loss_rpn_loc": 0.02488889917731285, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2932257695001681, "total_loss": 0.23122234095353633} +{"data_time": 0.003623966500526876, "eta_seconds": 8346.700404344083, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08683652851017692, "fast_rcnn/fg_cls_accuracy": 0.9059276240379892, "iteration": 31479, "loss_box_reg": 0.11365419998764992, "loss_cls": 0.07534043118357658, "loss_rpn_cls": 0.008855931926518679, "loss_rpn_loc": 0.036771856248378754, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2912344784999732, "total_loss": 0.23355595394968987} +{"data_time": 0.003812474999904225, "eta_seconds": 8340.886950017648, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06168401135288552, "fast_rcnn/fg_cls_accuracy": 0.9092995169082125, "iteration": 31499, "loss_box_reg": 0.10319222882390022, "loss_cls": 0.05907710827887058, "loss_rpn_cls": 0.010044026654213667, "loss_rpn_loc": 0.035721554420888424, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2933890969998174, "total_loss": 0.25544378347694874} +{"data_time": 0.003766118499697768, "eta_seconds": 8334.335167049721, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0717409948542024, "fast_rcnn/fg_cls_accuracy": 0.9187096079276174, "iteration": 31519, "loss_box_reg": 0.12864641845226288, "loss_cls": 0.062045712023973465, "loss_rpn_cls": 0.007074369350448251, "loss_rpn_loc": 0.028454000130295753, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29233788449982967, "total_loss": 0.24510800989810377} +{"data_time": 0.0038316254986057174, "eta_seconds": 8327.070004947673, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08207801276935356, "fast_rcnn/fg_cls_accuracy": 0.9073099561053471, "iteration": 31539, "loss_box_reg": 0.14093150943517685, "loss_cls": 0.07965480908751488, "loss_rpn_cls": 0.012100959662348032, "loss_rpn_loc": 0.04609585925936699, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29401452650017745, "total_loss": 0.27468129387125373} +{"data_time": 0.003779093999582983, "eta_seconds": 8322.167760324992, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0713447241424286, "fast_rcnn/fg_cls_accuracy": 0.9259814790661276, "iteration": 31559, "loss_box_reg": 0.1351373940706253, "loss_cls": 0.07969928160309792, "loss_rpn_cls": 0.009453307837247849, "loss_rpn_loc": 0.03133965935558081, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2942583125004603, "total_loss": 0.2769737574271858} +{"data_time": 0.0038455615012935596, "eta_seconds": 8317.192959680051, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05928893008474576, "fast_rcnn/fg_cls_accuracy": 0.9310825892857143, "iteration": 31579, "loss_box_reg": 0.12458322942256927, "loss_cls": 0.0668480210006237, "loss_rpn_cls": 0.007931610569357872, "loss_rpn_loc": 0.022660265676677227, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.29599542199866846, "total_loss": 0.222623041132465} +{"data_time": 0.003592459999708808, "eta_seconds": 8309.514692217635, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05501207729468599, "fast_rcnn/fg_cls_accuracy": 0.9266299212598426, "iteration": 31599, "loss_box_reg": 0.11503805220127106, "loss_cls": 0.0641977172344923, "loss_rpn_cls": 0.009819227736443281, "loss_rpn_loc": 0.040416963398456573, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.291591279999011, "total_loss": 0.23082904960028827} +{"data_time": 0.0038370409993149224, "eta_seconds": 8301.14324559323, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.058322711376932374, "fast_rcnn/fg_cls_accuracy": 0.9393326592517695, "iteration": 31619, "loss_box_reg": 0.13165771216154099, "loss_cls": 0.07173138856887817, "loss_rpn_cls": 0.010290003381669521, "loss_rpn_loc": 0.028568165376782417, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2908651859997917, "total_loss": 0.25251282122917473} +{"data_time": 0.0036894990007567685, "eta_seconds": 8294.87377757996, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08113228420499488, "fast_rcnn/fg_cls_accuracy": 0.914980732177264, "iteration": 31639, "loss_box_reg": 0.13005774468183517, "loss_cls": 0.07572825625538826, "loss_rpn_cls": 0.008278581546619534, "loss_rpn_loc": 0.03409233130514622, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29012427749967173, "total_loss": 0.27720614441204816} +{"data_time": 0.0037856290000490844, "eta_seconds": 8289.024078159946, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06770959657207534, "fast_rcnn/fg_cls_accuracy": 0.9215492648672372, "iteration": 31659, "loss_box_reg": 0.10967100411653519, "loss_cls": 0.07145087420940399, "loss_rpn_cls": 0.013263701926916838, "loss_rpn_loc": 0.040471386164426804, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2915382874998613, "total_loss": 0.27435021148994565} +{"data_time": 0.0037933645007797168, "eta_seconds": 8279.850729338505, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07646581127172325, "fast_rcnn/fg_cls_accuracy": 0.9214065291538087, "iteration": 31679, "loss_box_reg": 0.12922757118940353, "loss_cls": 0.08196774125099182, "loss_rpn_cls": 0.010143956635147333, "loss_rpn_loc": 0.025183729827404022, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28791274549985246, "total_loss": 0.2677299757488072} +{"data_time": 0.0037127309988136403, "eta_seconds": 8275.436008050838, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06116452991452992, "fast_rcnn/fg_cls_accuracy": 0.9354574758244483, "iteration": 31699, "loss_box_reg": 0.10523322224617004, "loss_cls": 0.05972692929208279, "loss_rpn_cls": 0.009826567023992538, "loss_rpn_loc": 0.028677552938461304, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29413579250103794, "total_loss": 0.24494722322560847} +{"data_time": 0.003998053499344678, "eta_seconds": 8267.115547179346, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07039473684210526, "fast_rcnn/fg_cls_accuracy": 0.9144077285628727, "iteration": 31719, "loss_box_reg": 0.12508806586265564, "loss_cls": 0.0752439834177494, "loss_rpn_cls": 0.010965235531330109, "loss_rpn_loc": 0.03856000304222107, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2886089825005911, "total_loss": 0.22012093081139028} +{"data_time": 0.003667888499876426, "eta_seconds": 8259.578912188135, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06476955307262569, "fast_rcnn/fg_cls_accuracy": 0.9352304469273742, "iteration": 31739, "loss_box_reg": 0.09932257607579231, "loss_cls": 0.04931075498461723, "loss_rpn_cls": 0.005330803105607629, "loss_rpn_loc": 0.03257553279399872, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29201027400085877, "total_loss": 0.2034699411597103} +{"data_time": 0.003739437000149337, "eta_seconds": 8251.791059929965, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06355387721920647, "fast_rcnn/fg_cls_accuracy": 0.9108728611652588, "iteration": 31759, "loss_box_reg": 0.1399446502327919, "loss_cls": 0.0784999392926693, "loss_rpn_cls": 0.007260005688294768, "loss_rpn_loc": 0.02426801808178425, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2904251115005536, "total_loss": 0.2536801411770284} +{"data_time": 0.0036766690009244485, "eta_seconds": 8246.88523151708, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.061942661283295085, "fast_rcnn/fg_cls_accuracy": 0.9309429190751446, "iteration": 31779, "loss_box_reg": 0.11517854034900665, "loss_cls": 0.07387468963861465, "loss_rpn_cls": 0.00900502735748887, "loss_rpn_loc": 0.041353410109877586, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.29244772949914477, "total_loss": 0.25734963081777096} +{"data_time": 0.003909239999302372, "eta_seconds": 8241.865682108073, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.068359375, "fast_rcnn/fg_cls_accuracy": 0.91903125, "iteration": 31799, "loss_box_reg": 0.1376926451921463, "loss_cls": 0.07344364002346992, "loss_rpn_cls": 0.006636671256273985, "loss_rpn_loc": 0.025821401737630367, "lr": 0.00025, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29544682649975584, "total_loss": 0.26394444867037237} +{"data_time": 0.003933890499865811, "eta_seconds": 8233.948072363946, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07017029919537537, "fast_rcnn/fg_cls_accuracy": 0.9225898692810457, "iteration": 31819, "loss_box_reg": 0.10459155589342117, "loss_cls": 0.07190551608800888, "loss_rpn_cls": 0.005587314255535603, "loss_rpn_loc": 0.0377536304295063, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2920194895004897, "total_loss": 0.24503354262560606} +{"data_time": 0.003868342500027211, "eta_seconds": 8227.221277439967, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.046294642857142854, "fast_rcnn/fg_cls_accuracy": 0.9373697916666667, "iteration": 31839, "loss_box_reg": 0.11673595011234283, "loss_cls": 0.06943622417747974, "loss_rpn_cls": 0.008048787247389555, "loss_rpn_loc": 0.025398757308721542, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2960427845000595, "total_loss": 0.21068862883839756} +{"data_time": 0.0038738429993827594, "eta_seconds": 8220.23271213513, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08262524744936806, "fast_rcnn/fg_cls_accuracy": 0.9148621897365616, "iteration": 31859, "loss_box_reg": 0.1339918076992035, "loss_cls": 0.08614020422101021, "loss_rpn_cls": 0.00848484504967928, "loss_rpn_loc": 0.026284191757440567, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29170360999978584, "total_loss": 0.25786261772736907} +{"data_time": 0.0038306909991661087, "eta_seconds": 8216.726791969922, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06976744186046512, "fast_rcnn/fg_cls_accuracy": 0.9202398255813953, "iteration": 31879, "loss_box_reg": 0.11603493988513947, "loss_cls": 0.07152719050645828, "loss_rpn_cls": 0.007299671182408929, "loss_rpn_loc": 0.022628569044172764, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2946081834988945, "total_loss": 0.25230733351781964} +{"data_time": 0.003981667498919705, "eta_seconds": 8212.639208058044, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07581786030061893, "fast_rcnn/fg_cls_accuracy": 0.9027432548470196, "iteration": 31899, "loss_box_reg": 0.11113608628511429, "loss_cls": 0.08290551230311394, "loss_rpn_cls": 0.009233807912096381, "loss_rpn_loc": 0.03147065080702305, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29450343850112404, "total_loss": 0.2188239557435736} +{"data_time": 0.0037842739993720897, "eta_seconds": 8207.899914267473, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07077826725403819, "fast_rcnn/fg_cls_accuracy": 0.9128324187420853, "iteration": 31919, "loss_box_reg": 0.12250786274671555, "loss_cls": 0.07201321795582771, "loss_rpn_cls": 0.01096755312755704, "loss_rpn_loc": 0.03661405388265848, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29564431099970534, "total_loss": 0.24166264198720455} +{"data_time": 0.0036330869997982518, "eta_seconds": 8203.835150608702, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.10765210899589399, "fast_rcnn/fg_cls_accuracy": 0.8819473877539488, "iteration": 31939, "loss_box_reg": 0.14763839542865753, "loss_cls": 0.09377682581543922, "loss_rpn_cls": 0.009184164460748434, "loss_rpn_loc": 0.03673766367137432, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29293468650030263, "total_loss": 0.2915361439809203} +{"data_time": 0.003716199998962111, "eta_seconds": 8199.791835966971, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06686533805177873, "fast_rcnn/fg_cls_accuracy": 0.9190182245737801, "iteration": 31959, "loss_box_reg": 0.1008726954460144, "loss_cls": 0.07014121487736702, "loss_rpn_cls": 0.009313095360994339, "loss_rpn_loc": 0.03773478418588638, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2909723215007034, "total_loss": 0.27700373879633844} +{"data_time": 0.0037108999995325576, "eta_seconds": 8192.140446188732, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07422360248447205, "fast_rcnn/fg_cls_accuracy": 0.9211870255348515, "iteration": 31979, "loss_box_reg": 0.1085159033536911, "loss_cls": 0.07647347822785378, "loss_rpn_cls": 0.008738985750824213, "loss_rpn_loc": 0.025683725252747536, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.29067141250015993, "total_loss": 0.21858724299818277} +{"data_time": 0.003904409499227768, "eta_seconds": 8186.2930939787475, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07070127369668247, "fast_rcnn/fg_cls_accuracy": 0.9146028578555393, "iteration": 31999, "loss_box_reg": 0.1470712423324585, "loss_cls": 0.08166378736495972, "loss_rpn_cls": 0.01238292083144188, "loss_rpn_loc": 0.02904114220291376, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2958947819997775, "total_loss": 0.29130168864503503} +{"data_time": 0.0037256205005178344, "eta_seconds": 8178.264742741758, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.05163398692810457, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 32019, "loss_box_reg": 0.09987752512097359, "loss_cls": 0.04677891917526722, "loss_rpn_cls": 0.009139714296907187, "loss_rpn_loc": 0.03219378739595413, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2920220050000353, "total_loss": 0.2111209356226027} +{"data_time": 0.0037305109990484198, "eta_seconds": 8172.647955907523, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07058770567447722, "fast_rcnn/fg_cls_accuracy": 0.907727009832273, "iteration": 32039, "loss_box_reg": 0.12338373437523842, "loss_cls": 0.07798095420002937, "loss_rpn_cls": 0.006189576117321849, "loss_rpn_loc": 0.04109225794672966, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29223678999915137, "total_loss": 0.28365653613582253} +{"data_time": 0.0035618689998955233, "eta_seconds": 8166.605287252332, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.06952615130067102, "fast_rcnn/fg_cls_accuracy": 0.9123681649353487, "iteration": 32059, "loss_box_reg": 0.1226707398891449, "loss_cls": 0.07803579792380333, "loss_rpn_cls": 0.008422828279435635, "loss_rpn_loc": 0.01819433644413948, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.2909737464997306, "total_loss": 0.23542721918784082} +{"data_time": 0.003913699500117218, "eta_seconds": 8161.275614125188, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06965375369822485, "fast_rcnn/fg_cls_accuracy": 0.9175642566568047, "iteration": 32079, "loss_box_reg": 0.12228678166866302, "loss_cls": 0.06656329333782196, "loss_rpn_cls": 0.0065007314551621675, "loss_rpn_loc": 0.027655765414237976, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2920022139996945, "total_loss": 0.24227928183972836} +{"data_time": 0.003769728499719349, "eta_seconds": 8155.285171227297, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.08421052631578947, "fast_rcnn/fg_cls_accuracy": 0.9113963293650793, "iteration": 32099, "loss_box_reg": 0.11945638433098793, "loss_cls": 0.07047610729932785, "loss_rpn_cls": 0.006034760968759656, "loss_rpn_loc": 0.030369347892701626, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29378815599920927, "total_loss": 0.2532856793841347} +{"data_time": 0.00461407149941806, "eta_seconds": 8153.385823279787, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06392890963203463, "fast_rcnn/fg_cls_accuracy": 0.9224627224627224, "iteration": 32119, "loss_box_reg": 0.10264041647315025, "loss_cls": 0.05969352088868618, "loss_rpn_cls": 0.00762293953448534, "loss_rpn_loc": 0.03372928500175476, "lr": 0.00025, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29376472549938626, "total_loss": 0.23160100542008877} +{"data_time": 0.0037788879999425262, "eta_seconds": 8146.515798685214, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07884076707606119, "fast_rcnn/fg_cls_accuracy": 0.9205182072829132, "iteration": 32139, "loss_box_reg": 0.13533441722393036, "loss_cls": 0.08243235573172569, "loss_rpn_cls": 0.010089272167533636, "loss_rpn_loc": 0.04003584384918213, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.29261495700029627, "total_loss": 0.2807928170077503} +{"data_time": 0.0038210209995668265, "eta_seconds": 8141.54807187093, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04558404558404558, "fast_rcnn/fg_cls_accuracy": 0.9544159544159545, "iteration": 32159, "loss_box_reg": 0.10211098939180374, "loss_cls": 0.0552471112459898, "loss_rpn_cls": 0.008435971103608608, "loss_rpn_loc": 0.026644019410014153, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29416896300062945, "total_loss": 0.22849355748621747} +{"data_time": 0.003753527500521159, "eta_seconds": 8137.091746939004, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05531388033730424, "fast_rcnn/fg_cls_accuracy": 0.9366216035336634, "iteration": 32179, "loss_box_reg": 0.11746779829263687, "loss_cls": 0.06707909889519215, "loss_rpn_cls": 0.008578422479331493, "loss_rpn_loc": 0.02455819770693779, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29530767050073337, "total_loss": 0.2285588497761637} +{"data_time": 0.00370878050034662, "eta_seconds": 8131.241932599005, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0872161856402431, "fast_rcnn/fg_cls_accuracy": 0.9079861111111112, "iteration": 32199, "loss_box_reg": 0.13087936490774155, "loss_cls": 0.07732520252466202, "loss_rpn_cls": 0.007624739781022072, "loss_rpn_loc": 0.03373595140874386, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2931635569993887, "total_loss": 0.27922084042802453} +{"data_time": 0.003750582499378652, "eta_seconds": 8129.200895165923, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05776167143051586, "fast_rcnn/fg_cls_accuracy": 0.9299244947812569, "iteration": 32219, "loss_box_reg": 0.1202392689883709, "loss_cls": 0.0829589031636715, "loss_rpn_cls": 0.00834569102153182, "loss_rpn_loc": 0.04814406856894493, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29733836900049937, "total_loss": 0.27741691702976823} +{"data_time": 0.003855607499644975, "eta_seconds": 8125.147422702867, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09056432038834952, "fast_rcnn/fg_cls_accuracy": 0.8948360961072825, "iteration": 32239, "loss_box_reg": 0.13302025198936462, "loss_cls": 0.08544544875621796, "loss_rpn_cls": 0.010663461871445179, "loss_rpn_loc": 0.0361980851739645, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.30105926000032923, "total_loss": 0.28504181117750704} +{"data_time": 0.00393466550121957, "eta_seconds": 8120.381879619217, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06837760229720029, "fast_rcnn/fg_cls_accuracy": 0.902873743718593, "iteration": 32259, "loss_box_reg": 0.13336623460054398, "loss_cls": 0.07022261992096901, "loss_rpn_cls": 0.011324976570904255, "loss_rpn_loc": 0.0359500776976347, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.29540360499959206, "total_loss": 0.2678722352720797} +{"data_time": 0.0036574334999386338, "eta_seconds": 8115.218731586174, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07818116462976277, "fast_rcnn/fg_cls_accuracy": 0.9175668059925797, "iteration": 32279, "loss_box_reg": 0.11739766597747803, "loss_cls": 0.07263734191656113, "loss_rpn_cls": 0.014141252264380455, "loss_rpn_loc": 0.03296536859124899, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29564052050045575, "total_loss": 0.2290511173196137} +{"data_time": 0.003777308499593346, "eta_seconds": 8112.563360949389, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.048828125, "fast_rcnn/fg_cls_accuracy": 0.9362056213017751, "iteration": 32299, "loss_box_reg": 0.10966048389673233, "loss_cls": 0.06814783439040184, "loss_rpn_cls": 0.007412623846903443, "loss_rpn_loc": 0.03567159362137318, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29617349049931363, "total_loss": 0.23960698582231998} +{"data_time": 0.0035772139999608044, "eta_seconds": 8109.412312623026, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04849247737217527, "fast_rcnn/fg_cls_accuracy": 0.9422764227642276, "iteration": 32319, "loss_box_reg": 0.1054675281047821, "loss_cls": 0.06297756731510162, "loss_rpn_cls": 0.009370952378958464, "loss_rpn_loc": 0.02421488333493471, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2933478210006797, "total_loss": 0.21054178476333618} +{"data_time": 0.0037865889999011415, "eta_seconds": 8104.094244521348, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06477678571428572, "fast_rcnn/fg_cls_accuracy": 0.9211662710970464, "iteration": 32339, "loss_box_reg": 0.125090554356575, "loss_cls": 0.07566678151488304, "loss_rpn_cls": 0.006269803270697594, "loss_rpn_loc": 0.02845457848161459, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29308973400020477, "total_loss": 0.24900646568858065} +{"data_time": 0.0037329215001591365, "eta_seconds": 8095.513735420791, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05728532634141774, "fast_rcnn/fg_cls_accuracy": 0.9381667187880052, "iteration": 32359, "loss_box_reg": 0.10917743295431137, "loss_cls": 0.060061629861593246, "loss_rpn_cls": 0.00888039544224739, "loss_rpn_loc": 0.02488678600639105, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.290606034499433, "total_loss": 0.21108931791968644} +{"data_time": 0.0038296610000543296, "eta_seconds": 8089.655910720776, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1068266369047619, "fast_rcnn/fg_cls_accuracy": 0.8728715728715729, "iteration": 32379, "loss_box_reg": 0.1437094807624817, "loss_cls": 0.0879814364016056, "loss_rpn_cls": 0.008050722070038319, "loss_rpn_loc": 0.029931788332760334, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29092204900007346, "total_loss": 0.2982357288710773} +{"data_time": 0.0038976995001576142, "eta_seconds": 8086.241458786026, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05159479212042012, "fast_rcnn/fg_cls_accuracy": 0.9309957150736075, "iteration": 32399, "loss_box_reg": 0.11511887609958649, "loss_cls": 0.06188947707414627, "loss_rpn_cls": 0.010877673979848623, "loss_rpn_loc": 0.028895394876599312, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29440178900040337, "total_loss": 0.231195951346308} +{"data_time": 0.003627061500083073, "eta_seconds": 8080.058639729123, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07146909916201118, "fast_rcnn/fg_cls_accuracy": 0.9163148714578225, "iteration": 32419, "loss_box_reg": 0.11852652579545975, "loss_cls": 0.08365006744861603, "loss_rpn_cls": 0.00716812233440578, "loss_rpn_loc": 0.04628206044435501, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2936009630002445, "total_loss": 0.2696245820261538} +{"data_time": 0.003883873499944457, "eta_seconds": 8074.199278859123, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07525359754659117, "fast_rcnn/fg_cls_accuracy": 0.9101667563206024, "iteration": 32439, "loss_box_reg": 0.12095346301794052, "loss_cls": 0.07468891143798828, "loss_rpn_cls": 0.012207690626382828, "loss_rpn_loc": 0.031874082051217556, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29275534899989, "total_loss": 0.25166955799795687} +{"data_time": 0.0037312615004339023, "eta_seconds": 8068.339917989124, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08047619047619048, "fast_rcnn/fg_cls_accuracy": 0.9127936383050467, "iteration": 32459, "loss_box_reg": 0.10402320325374603, "loss_cls": 0.07373542711138725, "loss_rpn_cls": 0.010417175944894552, "loss_rpn_loc": 0.03374113887548447, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2932683569997607, "total_loss": 0.24685625825077295} +{"data_time": 0.0038040400004319963, "eta_seconds": 8063.664233589661, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.056623931623931624, "fast_rcnn/fg_cls_accuracy": 0.9321464646464647, "iteration": 32479, "loss_box_reg": 0.08814408257603645, "loss_cls": 0.040704190731048584, "loss_rpn_cls": 0.009227992501109838, "loss_rpn_loc": 0.03540655039250851, "lr": 0.00025, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2928650084995752, "total_loss": 0.21803192817606032} +{"data_time": 0.0037925094993624953, "eta_seconds": 8059.7255200154905, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05745794985718819, "fast_rcnn/fg_cls_accuracy": 0.9365021770682148, "iteration": 32499, "loss_box_reg": 0.1208975538611412, "loss_cls": 0.06267970986664295, "loss_rpn_cls": 0.009395767468959093, "loss_rpn_loc": 0.03590935654938221, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29582434950043535, "total_loss": 0.22266503237187862} +{"data_time": 0.0038716130002285354, "eta_seconds": 8056.725119038383, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.08721198156682028, "fast_rcnn/fg_cls_accuracy": 0.9106026919841366, "iteration": 32519, "loss_box_reg": 0.11911933124065399, "loss_cls": 0.06675999984145164, "loss_rpn_cls": 0.009894789196550846, "loss_rpn_loc": 0.04086698591709137, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2953255970005557, "total_loss": 0.2822111011482775} +{"data_time": 0.003743086999747902, "eta_seconds": 8048.382480319415, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.051455026455026455, "fast_rcnn/fg_cls_accuracy": 0.9297110297110297, "iteration": 32539, "loss_box_reg": 0.1267719268798828, "loss_cls": 0.07601363956928253, "loss_rpn_cls": 0.008118108380585909, "loss_rpn_loc": 0.0380889717489481, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29038328449951223, "total_loss": 0.2728106409776956} +{"data_time": 0.0037554125001406646, "eta_seconds": 8040.1271445189195, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06463127515759094, "fast_rcnn/fg_cls_accuracy": 0.9176982021809608, "iteration": 32559, "loss_box_reg": 0.12305640429258347, "loss_cls": 0.08889231085777283, "loss_rpn_cls": 0.010235799010843039, "loss_rpn_loc": 0.036765383556485176, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29121112750090106, "total_loss": 0.24656572565436363} +{"data_time": 0.003719190500305558, "eta_seconds": 8030.466444493013, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05419018671298306, "fast_rcnn/fg_cls_accuracy": 0.9401785714285714, "iteration": 32579, "loss_box_reg": 0.11872255802154541, "loss_cls": 0.06009712442755699, "loss_rpn_cls": 0.0051196725107729435, "loss_rpn_loc": 0.021519196219742298, "lr": 0.00025, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29118552599993563, "total_loss": 0.21313456230564043} +{"data_time": 0.0037550970000665984, "eta_seconds": 8025.496428267616, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9211017740429505, "iteration": 32599, "loss_box_reg": 0.13721684366464615, "loss_cls": 0.07997231185436249, "loss_rpn_cls": 0.013813089579343796, "loss_rpn_loc": 0.048962606117129326, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.2932761069996559, "total_loss": 0.293681466486305} +{"data_time": 0.0038060649994804407, "eta_seconds": 8024.481608843253, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05351197082606628, "fast_rcnn/fg_cls_accuracy": 0.9431266846361186, "iteration": 32619, "loss_box_reg": 0.11256993561983109, "loss_cls": 0.0570360254496336, "loss_rpn_cls": 0.007742021232843399, "loss_rpn_loc": 0.034736085683107376, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29662981649926223, "total_loss": 0.21107220993144438} +{"data_time": 0.0038492515004691086, "eta_seconds": 8022.254437453521, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06058276594186983, "fast_rcnn/fg_cls_accuracy": 0.9243051349350562, "iteration": 32639, "loss_box_reg": 0.12375153601169586, "loss_cls": 0.06853526085615158, "loss_rpn_cls": 0.010932519100606441, "loss_rpn_loc": 0.03690381906926632, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29628400549972866, "total_loss": 0.24825162265915424} +{"data_time": 0.003763493000406015, "eta_seconds": 8017.422629451321, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06066637674371926, "fast_rcnn/fg_cls_accuracy": 0.9289069840275603, "iteration": 32659, "loss_box_reg": 0.09521207585930824, "loss_cls": 0.06377393193542957, "loss_rpn_cls": 0.006759424461051822, "loss_rpn_loc": 0.022770388051867485, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2939924049996989, "total_loss": 0.21253156708553433} +{"data_time": 0.003808125000432483, "eta_seconds": 8013.539664477103, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08441558441558442, "fast_rcnn/fg_cls_accuracy": 0.8988592488592488, "iteration": 32679, "loss_box_reg": 0.1111077219247818, "loss_cls": 0.0785054974257946, "loss_rpn_cls": 0.01333901472389698, "loss_rpn_loc": 0.04467719793319702, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29417738350002764, "total_loss": 0.25807699700817466} +{"data_time": 0.003673623499707901, "eta_seconds": 8004.661774213491, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06716082659478886, "fast_rcnn/fg_cls_accuracy": 0.9241289198606272, "iteration": 32699, "loss_box_reg": 0.11414868012070656, "loss_cls": 0.06830122694373131, "loss_rpn_cls": 0.009687685407698154, "loss_rpn_loc": 0.039792221039533615, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2908248445000936, "total_loss": 0.2510499064810574} +{"data_time": 0.0037832929992873687, "eta_seconds": 8001.806809917107, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.058108558108558105, "fast_rcnn/fg_cls_accuracy": 0.931893412777226, "iteration": 32719, "loss_box_reg": 0.12360664457082748, "loss_cls": 0.07217129692435265, "loss_rpn_cls": 0.00803028978407383, "loss_rpn_loc": 0.026822960004210472, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29439234849996865, "total_loss": 0.2311157789081335} +{"data_time": 0.003717100499670778, "eta_seconds": 7997.241556956687, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.057465889084507046, "fast_rcnn/fg_cls_accuracy": 0.9383850451526758, "iteration": 32739, "loss_box_reg": 0.10339052230119705, "loss_cls": 0.06299813091754913, "loss_rpn_cls": 0.006000339984893799, "loss_rpn_loc": 0.023503362201154232, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29213232950041856, "total_loss": 0.22202459501568228} +{"data_time": 0.003758662500331411, "eta_seconds": 7992.675102948779, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06584332762231106, "fast_rcnn/fg_cls_accuracy": 0.9284078663793103, "iteration": 32759, "loss_box_reg": 0.12571189552545547, "loss_cls": 0.06865477561950684, "loss_rpn_cls": 0.011464895214885473, "loss_rpn_loc": 0.04018830414861441, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.295203455999399, "total_loss": 0.2526946603320539} +{"data_time": 0.0039426915000149165, "eta_seconds": 7988.404225986524, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06544705498449992, "fast_rcnn/fg_cls_accuracy": 0.9207182765660256, "iteration": 32779, "loss_box_reg": 0.1141062006354332, "loss_cls": 0.0654179286211729, "loss_rpn_cls": 0.0069040339440107346, "loss_rpn_loc": 0.029809619300067425, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29540618550072395, "total_loss": 0.24103651905898005} +{"data_time": 0.003921874500520062, "eta_seconds": 7982.534715166548, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06497631352282515, "fast_rcnn/fg_cls_accuracy": 0.9244912790697675, "iteration": 32799, "loss_box_reg": 0.13195225596427917, "loss_cls": 0.08785724267363548, "loss_rpn_cls": 0.010452118702232838, "loss_rpn_loc": 0.035986147820949554, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2950373125004262, "total_loss": 0.2665086593478918} +{"data_time": 0.003824979999990319, "eta_seconds": 7977.767271807279, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.05445218373493976, "fast_rcnn/fg_cls_accuracy": 0.9278729851544396, "iteration": 32819, "loss_box_reg": 0.10022762417793274, "loss_cls": 0.079633679240942, "loss_rpn_cls": 0.00933116627857089, "loss_rpn_loc": 0.03494916670024395, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.291549773000952, "total_loss": 0.22199591109529138} +{"data_time": 0.003743866999684542, "eta_seconds": 7969.201754628812, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0737901543596162, "fast_rcnn/fg_cls_accuracy": 0.9182311222361285, "iteration": 32839, "loss_box_reg": 0.14489658176898956, "loss_cls": 0.07588891312479973, "loss_rpn_cls": 0.009014708921313286, "loss_rpn_loc": 0.034197207540273666, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2905473915006951, "total_loss": 0.29918584786355495} +{"data_time": 0.004070301500178175, "eta_seconds": 7963.002295993992, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.056776556776556776, "fast_rcnn/fg_cls_accuracy": 0.9346134538152611, "iteration": 32859, "loss_box_reg": 0.10367746278643608, "loss_cls": 0.05486971326172352, "loss_rpn_cls": 0.009406394325196743, "loss_rpn_loc": 0.02120134513825178, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.29223856499993417, "total_loss": 0.2061148132197559} +{"data_time": 0.003777067999180872, "eta_seconds": 7956.833157384317, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08351562500000001, "fast_rcnn/fg_cls_accuracy": 0.9017045454545455, "iteration": 32879, "loss_box_reg": 0.11594109982252121, "loss_cls": 0.08072440326213837, "loss_rpn_cls": 0.01167073892429471, "loss_rpn_loc": 0.03302316274493933, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.2918141604986886, "total_loss": 0.2523717180592939} +{"data_time": 0.0038906284999029594, "eta_seconds": 7948.644862358833, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07778185375397409, "fast_rcnn/fg_cls_accuracy": 0.9134896455185475, "iteration": 32899, "loss_box_reg": 0.14046376943588257, "loss_cls": 0.07279245927929878, "loss_rpn_cls": 0.007222331129014492, "loss_rpn_loc": 0.035707058385014534, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29247055549967627, "total_loss": 0.28131406544707716} +{"data_time": 0.0037541925012192223, "eta_seconds": 7939.859087138502, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.061990914786967416, "fast_rcnn/fg_cls_accuracy": 0.9270441729323309, "iteration": 32919, "loss_box_reg": 0.11161874979734421, "loss_cls": 0.06738779693841934, "loss_rpn_cls": 0.00924281356856227, "loss_rpn_loc": 0.03597136400640011, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2904161059996113, "total_loss": 0.2784089024644345} +{"data_time": 0.003800568999395182, "eta_seconds": 7933.818910715017, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.06628670998656841, "fast_rcnn/fg_cls_accuracy": 0.9142419914303204, "iteration": 32939, "loss_box_reg": 0.1246761754155159, "loss_cls": 0.08835474774241447, "loss_rpn_cls": 0.010836415458470583, "loss_rpn_loc": 0.03503573127090931, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.291928820000976, "total_loss": 0.27401562430895865} +{"data_time": 0.0036746739997397526, "eta_seconds": 7929.435667920043, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.08319838056680162, "fast_rcnn/fg_cls_accuracy": 0.910024906600249, "iteration": 32959, "loss_box_reg": 0.1125553511083126, "loss_cls": 0.06740187853574753, "loss_rpn_cls": 0.008159236051142216, "loss_rpn_loc": 0.03508891072124243, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29383113749918266, "total_loss": 0.2241649569477886} +{"data_time": 0.0038376359998437692, "eta_seconds": 7927.771986495118, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.055848861283643886, "fast_rcnn/fg_cls_accuracy": 0.9340194264569843, "iteration": 32979, "loss_box_reg": 0.10407102108001709, "loss_cls": 0.06681546941399574, "loss_rpn_cls": 0.00857246434316039, "loss_rpn_loc": 0.04465975612401962, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.29496126400044886, "total_loss": 0.2151087000966072} +{"data_time": 0.003913049999937357, "eta_seconds": 7921.674936033924, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06225781451821235, "fast_rcnn/fg_cls_accuracy": 0.9221297554347826, "iteration": 32999, "loss_box_reg": 0.09530429914593697, "loss_cls": 0.07518860325217247, "loss_rpn_cls": 0.008062843699008226, "loss_rpn_loc": 0.027531541883945465, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29342674399958923, "total_loss": 0.23323384998366237} +{"data_time": 0.003818709998995473, "eta_seconds": 7916.885864426622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07505580357142858, "fast_rcnn/fg_cls_accuracy": 0.9211744639376218, "iteration": 33019, "loss_box_reg": 0.14305566996335983, "loss_cls": 0.08073848113417625, "loss_rpn_cls": 0.009428514167666435, "loss_rpn_loc": 0.03835555724799633, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.29443404599987844, "total_loss": 0.2747613242827356} +{"data_time": 0.003917609999916749, "eta_seconds": 7910.996519435794, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.03728446102652012, "fast_rcnn/fg_cls_accuracy": 0.9554186539480658, "iteration": 33039, "loss_box_reg": 0.0954202450811863, "loss_cls": 0.053343940526247025, "loss_rpn_cls": 0.008719309698790312, "loss_rpn_loc": 0.03878009878098965, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2901248285006659, "total_loss": 0.1846893650945276} +{"data_time": 0.003917580000234011, "eta_seconds": 7906.137592739906, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0630836030876494, "fast_rcnn/fg_cls_accuracy": 0.9191048306772909, "iteration": 33059, "loss_box_reg": 0.13370192795991898, "loss_cls": 0.06535174697637558, "loss_rpn_cls": 0.007034858455881476, "loss_rpn_loc": 0.025448030792176723, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29564449599911313, "total_loss": 0.22678920393809676} +{"data_time": 0.0038348060006683227, "eta_seconds": 7899.915755034526, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08125908725939107, "fast_rcnn/fg_cls_accuracy": 0.9095004095004096, "iteration": 33079, "loss_box_reg": 0.13811113685369492, "loss_cls": 0.09728236868977547, "loss_rpn_cls": 0.0156980212777853, "loss_rpn_loc": 0.035214513540267944, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29037645449989213, "total_loss": 0.30465497891418636} +{"data_time": 0.003912830000444956, "eta_seconds": 7893.783627952962, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06573275862068965, "fast_rcnn/fg_cls_accuracy": 0.9182436342592593, "iteration": 33099, "loss_box_reg": 0.11408358439803123, "loss_cls": 0.07003944367170334, "loss_rpn_cls": 0.01234467327594757, "loss_rpn_loc": 0.030384874902665615, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29196858199975395, "total_loss": 0.2601057989522815} +{"data_time": 0.003759872500268102, "eta_seconds": 7887.353349099867, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.07689138462477493, "fast_rcnn/fg_cls_accuracy": 0.9096132532228898, "iteration": 33119, "loss_box_reg": 0.08812716975808144, "loss_cls": 0.06991332024335861, "loss_rpn_cls": 0.007190994685515761, "loss_rpn_loc": 0.01999040599912405, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.29141256649927527, "total_loss": 0.19890603923704475} +{"data_time": 0.0043886865005333675, "eta_seconds": 7881.794223281449, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.052500000000000005, "fast_rcnn/fg_cls_accuracy": 0.9345829569406805, "iteration": 33139, "loss_box_reg": 0.12024737894535065, "loss_cls": 0.05930611863732338, "loss_rpn_cls": 0.006066230125725269, "loss_rpn_loc": 0.026260776445269585, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29348502649918373, "total_loss": 0.20688151917420328} +{"data_time": 0.004556963999675645, "eta_seconds": 7876.683951604282, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.053613053613053616, "fast_rcnn/fg_cls_accuracy": 0.9382935625710191, "iteration": 33159, "loss_box_reg": 0.12030027434229851, "loss_cls": 0.05043150298297405, "loss_rpn_cls": 0.005927648860961199, "loss_rpn_loc": 0.039892662316560745, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2950684490006097, "total_loss": 0.21892208408098668} +{"data_time": 0.0037392419990283088, "eta_seconds": 7870.920944219906, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07551081730769231, "fast_rcnn/fg_cls_accuracy": 0.9034313725490196, "iteration": 33179, "loss_box_reg": 0.14521246403455734, "loss_cls": 0.07765651494264603, "loss_rpn_cls": 0.013433306012302637, "loss_rpn_loc": 0.0466605331748724, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2952311174994975, "total_loss": 0.30633280548499897} +{"data_time": 0.0038205754999580677, "eta_seconds": 7865.158582207005, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08609193134740581, "fast_rcnn/fg_cls_accuracy": 0.9139080686525942, "iteration": 33199, "loss_box_reg": 0.1282205954194069, "loss_cls": 0.07143569365143776, "loss_rpn_cls": 0.008730895351618528, "loss_rpn_loc": 0.02746726106852293, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29451240350044827, "total_loss": 0.24207011191174388} +{"data_time": 0.003765762499824632, "eta_seconds": 7858.178293415822, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07022841425496293, "fast_rcnn/fg_cls_accuracy": 0.9259889569624082, "iteration": 33219, "loss_box_reg": 0.12586643546819687, "loss_cls": 0.07542036473751068, "loss_rpn_cls": 0.009532350581139326, "loss_rpn_loc": 0.048079442232847214, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2922552754998833, "total_loss": 0.24073711317032576} +{"data_time": 0.0037353714997152565, "eta_seconds": 7848.920166668722, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05594651653764954, "fast_rcnn/fg_cls_accuracy": 0.9109748427672957, "iteration": 33239, "loss_box_reg": 0.10922326147556305, "loss_cls": 0.06123388186097145, "loss_rpn_cls": 0.010592840611934662, "loss_rpn_loc": 0.05571778677403927, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.2926975410000523, "total_loss": 0.24486793181858957} +{"data_time": 0.0037094899998919573, "eta_seconds": 7839.1075584610735, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04696858574746363, "fast_rcnn/fg_cls_accuracy": 0.9487128972944576, "iteration": 33259, "loss_box_reg": 0.11897286772727966, "loss_cls": 0.05480463430285454, "loss_rpn_cls": 0.007100413786247373, "loss_rpn_loc": 0.02697339653968811, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2909794370007148, "total_loss": 0.21721889870241284} +{"data_time": 0.003860637501020392, "eta_seconds": 7831.534592251992, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05507246376811594, "fast_rcnn/fg_cls_accuracy": 0.9356669123065586, "iteration": 33279, "loss_box_reg": 0.11525997892022133, "loss_cls": 0.061269788071513176, "loss_rpn_cls": 0.010159924160689116, "loss_rpn_loc": 0.030414440669119358, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2961602645000312, "total_loss": 0.22837564907968044} +{"data_time": 0.003770678000364569, "eta_seconds": 7824.837168758495, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.09112762237762237, "fast_rcnn/fg_cls_accuracy": 0.903436281460475, "iteration": 33299, "loss_box_reg": 0.15603378415107727, "loss_cls": 0.09744754061102867, "loss_rpn_cls": 0.011711510363966227, "loss_rpn_loc": 0.03760942816734314, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2946479749998616, "total_loss": 0.3133190656080842} +{"data_time": 0.0037348010000641807, "eta_seconds": 7816.925002596145, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07624521072796936, "fast_rcnn/fg_cls_accuracy": 0.9226436781609195, "iteration": 33319, "loss_box_reg": 0.09110326319932938, "loss_cls": 0.05916384235024452, "loss_rpn_cls": 0.0037767067551612854, "loss_rpn_loc": 0.020105370320379734, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.2907154799995624, "total_loss": 0.1751125889713876} +{"data_time": 0.0037653924991900567, "eta_seconds": 7811.0652387261325, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.08588090853284223, "fast_rcnn/fg_cls_accuracy": 0.9106117353308365, "iteration": 33339, "loss_box_reg": 0.10000693053007126, "loss_cls": 0.05915074981749058, "loss_rpn_cls": 0.01225591218098998, "loss_rpn_loc": 0.03943671099841595, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.2930316710007901, "total_loss": 0.21256036963313818} +{"data_time": 0.003581474499696924, "eta_seconds": 7806.854837166175, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05985556499575191, "fast_rcnn/fg_cls_accuracy": 0.926125743415463, "iteration": 33359, "loss_box_reg": 0.12879125773906708, "loss_cls": 0.07459500059485435, "loss_rpn_cls": 0.00550861400552094, "loss_rpn_loc": 0.027911972254514694, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.294502914000077, "total_loss": 0.23714590375311673} +{"data_time": 0.0037709980006184196, "eta_seconds": 7802.333832588447, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08233684098639456, "fast_rcnn/fg_cls_accuracy": 0.9081182065217391, "iteration": 33379, "loss_box_reg": 0.14550334960222244, "loss_cls": 0.07989690825343132, "loss_rpn_cls": 0.010338864289224148, "loss_rpn_loc": 0.05254965275526047, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.2948121175004417, "total_loss": 0.3052249683823902} +{"data_time": 0.0037148109995541745, "eta_seconds": 7795.898168116946, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0732488822652757, "fast_rcnn/fg_cls_accuracy": 0.9171717171717172, "iteration": 33399, "loss_box_reg": 0.10259659588336945, "loss_cls": 0.06372297741472721, "loss_rpn_cls": 0.010126467328518629, "loss_rpn_loc": 0.05860673636198044, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29363170899978286, "total_loss": 0.27244121878175065} +{"data_time": 0.0037702129993704148, "eta_seconds": 7791.017964003277, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05991265853074898, "fast_rcnn/fg_cls_accuracy": 0.9329174280493375, "iteration": 33419, "loss_box_reg": 0.11465989798307419, "loss_cls": 0.04885684885084629, "loss_rpn_cls": 0.009660812094807625, "loss_rpn_loc": 0.0358085036277771, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29385284900035913, "total_loss": 0.20366253261454403} +{"data_time": 0.003833616499832715, "eta_seconds": 7784.175012976921, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06993765782828283, "fast_rcnn/fg_cls_accuracy": 0.9174272896039604, "iteration": 33439, "loss_box_reg": 0.10972687974572182, "loss_cls": 0.07107269763946533, "loss_rpn_cls": 0.008526595309376717, "loss_rpn_loc": 0.027273484505712986, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2923284534999766, "total_loss": 0.24707570066675544} +{"data_time": 0.0037674380000680685, "eta_seconds": 7777.549826516151, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08609908609908609, "fast_rcnn/fg_cls_accuracy": 0.9047619047619048, "iteration": 33459, "loss_box_reg": 0.12993637472391129, "loss_cls": 0.06947417929768562, "loss_rpn_cls": 0.0072950252797454596, "loss_rpn_loc": 0.03950187377631664, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2919182555006046, "total_loss": 0.267089428845793} +{"data_time": 0.0037159060002522892, "eta_seconds": 7772.087313912925, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0579715015459067, "fast_rcnn/fg_cls_accuracy": 0.9317829457364342, "iteration": 33479, "loss_box_reg": 0.12032628431916237, "loss_cls": 0.05946936272084713, "loss_rpn_cls": 0.008251966442912817, "loss_rpn_loc": 0.020579732954502106, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2956333854999684, "total_loss": 0.2243933491408825} +{"data_time": 0.003683023999656143, "eta_seconds": 7765.079170731951, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.059419014084507046, "fast_rcnn/fg_cls_accuracy": 0.9300285597715219, "iteration": 33499, "loss_box_reg": 0.1107378676533699, "loss_cls": 0.06545079872012138, "loss_rpn_cls": 0.007839026860892773, "loss_rpn_loc": 0.01684731710702181, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2924133275000713, "total_loss": 0.2107870876789093} +{"data_time": 0.0038003839990778943, "eta_seconds": 7757.560225046691, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08069816468253968, "fast_rcnn/fg_cls_accuracy": 0.9094122023809523, "iteration": 33519, "loss_box_reg": 0.13064322620630264, "loss_cls": 0.08402389287948608, "loss_rpn_cls": 0.007293070433661342, "loss_rpn_loc": 0.03544105216860771, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29269687550004164, "total_loss": 0.24728698236867785} +{"data_time": 0.003799854500357469, "eta_seconds": 7752.054943086168, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06430785123966942, "fast_rcnn/fg_cls_accuracy": 0.9178706570347437, "iteration": 33539, "loss_box_reg": 0.11184309050440788, "loss_cls": 0.07241605967283249, "loss_rpn_cls": 0.012696325778961182, "loss_rpn_loc": 0.03326614014804363, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29179342450061085, "total_loss": 0.23637743713334203} +{"data_time": 0.003958061999583151, "eta_seconds": 7747.497859401992, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08085831698888578, "fast_rcnn/fg_cls_accuracy": 0.9096176958736336, "iteration": 33559, "loss_box_reg": 0.15778826922178268, "loss_cls": 0.09235647693276405, "loss_rpn_cls": 0.011091137304902077, "loss_rpn_loc": 0.03717675432562828, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2939912049996565, "total_loss": 0.2838627891615033} +{"data_time": 0.003943015999539057, "eta_seconds": 7741.039233874508, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07033507637264345, "fast_rcnn/fg_cls_accuracy": 0.9243714644877435, "iteration": 33579, "loss_box_reg": 0.11050273478031158, "loss_cls": 0.0796392373740673, "loss_rpn_cls": 0.009257437661290169, "loss_rpn_loc": 0.03386681526899338, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2903833840000516, "total_loss": 0.2685069520957768} +{"data_time": 0.003836666500319552, "eta_seconds": 7735.179249594512, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08203125, "fast_rcnn/fg_cls_accuracy": 0.9152491652491652, "iteration": 33599, "loss_box_reg": 0.13420474529266357, "loss_cls": 0.08361146226525307, "loss_rpn_cls": 0.0072898161597549915, "loss_rpn_loc": 0.03258294053375721, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29367385049954464, "total_loss": 0.25276319263502955} +{"data_time": 0.00381659499998932, "eta_seconds": 7728.3208878600635, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07754110612855007, "fast_rcnn/fg_cls_accuracy": 0.913252508361204, "iteration": 33619, "loss_box_reg": 0.14329209923744202, "loss_cls": 0.09019775316119194, "loss_rpn_cls": 0.009388708043843508, "loss_rpn_loc": 0.027069109492003918, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29240452199974243, "total_loss": 0.29442301765084267} +{"data_time": 0.003650878000371449, "eta_seconds": 7720.170857862213, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04586223810524841, "fast_rcnn/fg_cls_accuracy": 0.9370659722222222, "iteration": 33639, "loss_box_reg": 0.11909367889165878, "loss_cls": 0.058104394003748894, "loss_rpn_cls": 0.007481257431209087, "loss_rpn_loc": 0.04425607994198799, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 185.0, "rpn/num_pos_anchors": 71.0, "time": 0.2939982654997948, "total_loss": 0.22150307102128863} +{"data_time": 0.0037868589997742674, "eta_seconds": 7712.119417796657, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06194859992328347, "fast_rcnn/fg_cls_accuracy": 0.9359416954353663, "iteration": 33659, "loss_box_reg": 0.1306716650724411, "loss_cls": 0.07595885917544365, "loss_rpn_cls": 0.007536201039329171, "loss_rpn_loc": 0.028928590938448906, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2912558395000815, "total_loss": 0.26019518403336406} +{"data_time": 0.0036687480005639372, "eta_seconds": 7706.022766406095, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.10478642257818459, "fast_rcnn/fg_cls_accuracy": 0.8846491228070175, "iteration": 33679, "loss_box_reg": 0.13842196017503738, "loss_cls": 0.08854149281978607, "loss_rpn_cls": 0.009836589451879263, "loss_rpn_loc": 0.06015400215983391, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 195.75, "rpn/num_pos_anchors": 60.25, "time": 0.2917505324994636, "total_loss": 0.30253174831159413} +{"data_time": 0.0038111699986984604, "eta_seconds": 7700.2785065122225, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06438476777459828, "fast_rcnn/fg_cls_accuracy": 0.922903367818622, "iteration": 33699, "loss_box_reg": 0.12179155647754669, "loss_cls": 0.06487098708748817, "loss_rpn_cls": 0.007711351616308093, "loss_rpn_loc": 0.026262815110385418, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2893226464993859, "total_loss": 0.22249391884543002} +{"data_time": 0.003778878500270366, "eta_seconds": 7693.420291351795, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.06952791132478633, "fast_rcnn/fg_cls_accuracy": 0.9072649572649573, "iteration": 33719, "loss_box_reg": 0.14078260958194733, "loss_cls": 0.08915544673800468, "loss_rpn_cls": 0.008668402209877968, "loss_rpn_loc": 0.04279200918972492, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.29087156700006744, "total_loss": 0.2999469432979822} +{"data_time": 0.00370320499951049, "eta_seconds": 7685.043594556228, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07316017316017316, "fast_rcnn/fg_cls_accuracy": 0.921976461038961, "iteration": 33739, "loss_box_reg": 0.12405627593398094, "loss_cls": 0.07487209513783455, "loss_rpn_cls": 0.007036487339064479, "loss_rpn_loc": 0.0232316255569458, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2913455485004306, "total_loss": 0.23595091025345027} +{"data_time": 0.0037117705005584867, "eta_seconds": 7676.869520004839, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05975179756637168, "fast_rcnn/fg_cls_accuracy": 0.9250400641025641, "iteration": 33759, "loss_box_reg": 0.1238580271601677, "loss_cls": 0.06933018565177917, "loss_rpn_cls": 0.009151759557425976, "loss_rpn_loc": 0.0277218297123909, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2887570254997627, "total_loss": 0.23199466842925176} +{"data_time": 0.0037644924996129703, "eta_seconds": 7669.447472851043, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05900506678949793, "fast_rcnn/fg_cls_accuracy": 0.9312386156648451, "iteration": 33779, "loss_box_reg": 0.10313599929213524, "loss_cls": 0.05859481915831566, "loss_rpn_cls": 0.006922524888068438, "loss_rpn_loc": 0.033109595999121666, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2907362550004109, "total_loss": 0.2151152299484238} +{"data_time": 0.0038811884996903245, "eta_seconds": 7662.090282780082, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.043345543345543344, "fast_rcnn/fg_cls_accuracy": 0.9447769621682665, "iteration": 33799, "loss_box_reg": 0.11454486474394798, "loss_cls": 0.05303867161273956, "loss_rpn_cls": 0.008606364950537682, "loss_rpn_loc": 0.029801826924085617, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29156099399915547, "total_loss": 0.23067546682432294} +{"data_time": 0.0038091545002316707, "eta_seconds": 7655.332624946568, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05321637426900584, "fast_rcnn/fg_cls_accuracy": 0.9345689102918111, "iteration": 33819, "loss_box_reg": 0.1262204349040985, "loss_cls": 0.05302068963646889, "loss_rpn_cls": 0.0038331225514411926, "loss_rpn_loc": 0.023137502372264862, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.28999784299958264, "total_loss": 0.23380703036673367} +{"data_time": 0.0037601180001729517, "eta_seconds": 7650.6906721164705, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07589890775731484, "fast_rcnn/fg_cls_accuracy": 0.908079954954955, "iteration": 33839, "loss_box_reg": 0.13093459606170654, "loss_cls": 0.08128292113542557, "loss_rpn_cls": 0.008782432414591312, "loss_rpn_loc": 0.055018555372953415, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.29120823299945187, "total_loss": 0.2853452718700282} +{"data_time": 0.003698175000863557, "eta_seconds": 7644.5435111401275, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.052285380747126436, "fast_rcnn/fg_cls_accuracy": 0.9322018678160919, "iteration": 33859, "loss_box_reg": 0.11355213075876236, "loss_cls": 0.053778406232595444, "loss_rpn_cls": 0.00734362006187439, "loss_rpn_loc": 0.033687809482216835, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28983175350003876, "total_loss": 0.2491028953809291} +{"data_time": 0.003801874499913538, "eta_seconds": 7637.787935966553, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0691858407079646, "fast_rcnn/fg_cls_accuracy": 0.9225941989699106, "iteration": 33879, "loss_box_reg": 0.11837328225374222, "loss_cls": 0.07418278977274895, "loss_rpn_cls": 0.008187741041183472, "loss_rpn_loc": 0.02709355019032955, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2881238754998776, "total_loss": 0.2570764757692814} +{"data_time": 0.0038832335003462504, "eta_seconds": 7631.939706306548, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08387276785714286, "fast_rcnn/fg_cls_accuracy": 0.9093647316538882, "iteration": 33899, "loss_box_reg": 0.13005158305168152, "loss_cls": 0.08843548223376274, "loss_rpn_cls": 0.011800739914178848, "loss_rpn_loc": 0.0464945062994957, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29229040749942214, "total_loss": 0.28070731948537286} +{"data_time": 0.0037313810007617576, "eta_seconds": 7628.365874307783, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04677083333333333, "fast_rcnn/fg_cls_accuracy": 0.9403436530933862, "iteration": 33919, "loss_box_reg": 0.10937458649277687, "loss_cls": 0.05885440297424793, "loss_rpn_cls": 0.013301740866154432, "loss_rpn_loc": 0.03961469419300556, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2932789024998783, "total_loss": 0.21632497222162783} +{"data_time": 0.0038389960000131396, "eta_seconds": 7621.537295349408, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.045934751943335635, "fast_rcnn/fg_cls_accuracy": 0.9497180239115723, "iteration": 33939, "loss_box_reg": 0.10785026475787163, "loss_cls": 0.05340399406850338, "loss_rpn_cls": 0.004672087263315916, "loss_rpn_loc": 0.03213603235781193, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29133105799883197, "total_loss": 0.1807053661905229} +{"data_time": 0.0036918294990755385, "eta_seconds": 7611.657184741525, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06612021857923497, "fast_rcnn/fg_cls_accuracy": 0.933109619686801, "iteration": 33959, "loss_box_reg": 0.09664978832006454, "loss_cls": 0.05654411017894745, "loss_rpn_cls": 0.005465423222631216, "loss_rpn_loc": 0.021555662155151367, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28784871300103987, "total_loss": 0.21283729159040377} +{"data_time": 0.003760972499549098, "eta_seconds": 7604.616922014684, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06874498666724478, "fast_rcnn/fg_cls_accuracy": 0.9253072659356549, "iteration": 33979, "loss_box_reg": 0.10892784968018532, "loss_cls": 0.05134478583931923, "loss_rpn_cls": 0.006563484203070402, "loss_rpn_loc": 0.045506371185183525, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2925074520007911, "total_loss": 0.21885279938578606} +{"data_time": 0.0038655174994346453, "eta_seconds": 7597.456334016897, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08080155138978667, "fast_rcnn/fg_cls_accuracy": 0.9191984486102134, "iteration": 33999, "loss_box_reg": 0.12598668783903122, "loss_cls": 0.07281283289194107, "loss_rpn_cls": 0.006828115554526448, "loss_rpn_loc": 0.02599531225860119, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.292243244999554, "total_loss": 0.2565272885840386} +{"data_time": 0.003932666000764584, "eta_seconds": 7589.508679107676, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.056211857018308636, "fast_rcnn/fg_cls_accuracy": 0.939502002002002, "iteration": 34019, "loss_box_reg": 0.10338443517684937, "loss_cls": 0.05740600638091564, "loss_rpn_cls": 0.009844610001891851, "loss_rpn_loc": 0.030731065198779106, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2935176179998962, "total_loss": 0.22057584393769503} +{"data_time": 0.0039001040004222887, "eta_seconds": 7585.6456550656, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.058712012408801056, "fast_rcnn/fg_cls_accuracy": 0.9382504584933735, "iteration": 34039, "loss_box_reg": 0.12485812976956367, "loss_cls": 0.07092427089810371, "loss_rpn_cls": 0.006920703686773777, "loss_rpn_loc": 0.04273524880409241, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2913655144993754, "total_loss": 0.26611311826854944} +{"data_time": 0.0037812234995726612, "eta_seconds": 7575.738115938802, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06405301729073629, "fast_rcnn/fg_cls_accuracy": 0.9310467479674798, "iteration": 34059, "loss_box_reg": 0.12426890060305595, "loss_cls": 0.0648760236799717, "loss_rpn_cls": 0.008062758017331362, "loss_rpn_loc": 0.03176154475659132, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29124636899905454, "total_loss": 0.23204804374836385} +{"data_time": 0.0038280104990917607, "eta_seconds": 7570.587693598063, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.04524793388429752, "fast_rcnn/fg_cls_accuracy": 0.9457557080823644, "iteration": 34079, "loss_box_reg": 0.12003404647111893, "loss_cls": 0.07223133370280266, "loss_rpn_cls": 0.008443827275186777, "loss_rpn_loc": 0.03586605563759804, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29141146700112586, "total_loss": 0.2581042624078691} +{"data_time": 0.0037552275007328717, "eta_seconds": 7564.746190748065, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08066042484647136, "fast_rcnn/fg_cls_accuracy": 0.9077369439071566, "iteration": 34099, "loss_box_reg": 0.1427842527627945, "loss_cls": 0.08801593258976936, "loss_rpn_cls": 0.009777500294148922, "loss_rpn_loc": 0.038375385105609894, "lr": 0.00025, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2920211844993901, "total_loss": 0.2881951001472771} +{"data_time": 0.0038494239997817203, "eta_seconds": 7558.575481373628, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0825001373399989, "fast_rcnn/fg_cls_accuracy": 0.9026662844036697, "iteration": 34119, "loss_box_reg": 0.1293136551976204, "loss_cls": 0.0709603764116764, "loss_rpn_cls": 0.011495831422507763, "loss_rpn_loc": 0.031438980251550674, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2911143994997474, "total_loss": 0.25215068459510803} +{"data_time": 0.0037699204995078617, "eta_seconds": 7551.418670090297, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04558393599015233, "fast_rcnn/fg_cls_accuracy": 0.9488085886357684, "iteration": 34139, "loss_box_reg": 0.10126927495002747, "loss_cls": 0.05548245832324028, "loss_rpn_cls": 0.0060133300721645355, "loss_rpn_loc": 0.020893887616693974, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2882425329999023, "total_loss": 0.2170612782938406} +{"data_time": 0.0037443339997480507, "eta_seconds": 7542.012467365203, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06314324476047904, "fast_rcnn/fg_cls_accuracy": 0.9197701149425288, "iteration": 34159, "loss_box_reg": 0.10721151903271675, "loss_cls": 0.050385281443595886, "loss_rpn_cls": 0.006554587511345744, "loss_rpn_loc": 0.0411547739058733, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.291336134499943, "total_loss": 0.23521763720782474} +{"data_time": 0.003956318000746251, "eta_seconds": 7534.412084308333, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06268918036678735, "fast_rcnn/fg_cls_accuracy": 0.9270907158043941, "iteration": 34179, "loss_box_reg": 0.10892132669687271, "loss_cls": 0.0647662989795208, "loss_rpn_cls": 0.010865529999136925, "loss_rpn_loc": 0.03211110830307007, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29311102950032364, "total_loss": 0.239935171790421} +{"data_time": 0.00373087849948206, "eta_seconds": 7526.073778809223, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.08028933092224232, "fast_rcnn/fg_cls_accuracy": 0.9004964010920824, "iteration": 34199, "loss_box_reg": 0.1544862613081932, "loss_cls": 0.09402632340788841, "loss_rpn_cls": 0.008436318254098296, "loss_rpn_loc": 0.04152457043528557, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.28875346499989973, "total_loss": 0.29531087167561054} +{"data_time": 0.003991259501162858, "eta_seconds": 7519.508840304134, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.053317775974025976, "fast_rcnn/fg_cls_accuracy": 0.9212239583333333, "iteration": 34219, "loss_box_reg": 0.12244198471307755, "loss_cls": 0.06690077856183052, "loss_rpn_cls": 0.008708744077011943, "loss_rpn_loc": 0.02607155404984951, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2909443424996425, "total_loss": 0.22247812082059681} +{"data_time": 0.0037185380006121704, "eta_seconds": 7512.224489830696, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05880952380952381, "fast_rcnn/fg_cls_accuracy": 0.9099763033175355, "iteration": 34239, "loss_box_reg": 0.13032373785972595, "loss_cls": 0.07596805319190025, "loss_rpn_cls": 0.007020622259005904, "loss_rpn_loc": 0.03937934525310993, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2900480050002443, "total_loss": 0.24880361324176192} +{"data_time": 0.003829753000900382, "eta_seconds": 7507.084140256975, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07766726943942134, "fast_rcnn/fg_cls_accuracy": 0.9088723776223776, "iteration": 34259, "loss_box_reg": 0.10246942192316055, "loss_cls": 0.09204079955816269, "loss_rpn_cls": 0.010378099046647549, "loss_rpn_loc": 0.018650872632861137, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.2934744154999862, "total_loss": 0.22806816175580025} +{"data_time": 0.003779415499593597, "eta_seconds": 7500.559544970711, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9347650801952581, "iteration": 34279, "loss_box_reg": 0.10764792934060097, "loss_cls": 0.058964548632502556, "loss_rpn_cls": 0.010165817569941282, "loss_rpn_loc": 0.030904612503945827, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2933611504995497, "total_loss": 0.20660421706270427} +{"data_time": 0.003792782000346051, "eta_seconds": 7494.617449187172, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07173132183908046, "fast_rcnn/fg_cls_accuracy": 0.9251436781609196, "iteration": 34299, "loss_box_reg": 0.12337882816791534, "loss_cls": 0.06124872714281082, "loss_rpn_cls": 0.007251064060255885, "loss_rpn_loc": 0.03766942583024502, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2916938645003029, "total_loss": 0.22519193193875253} +{"data_time": 0.003669695500320813, "eta_seconds": 7490.260660555505, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05755000148592826, "fast_rcnn/fg_cls_accuracy": 0.9294842043380055, "iteration": 34319, "loss_box_reg": 0.1259840652346611, "loss_cls": 0.06894360482692719, "loss_rpn_cls": 0.00650826608762145, "loss_rpn_loc": 0.030458301305770874, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2935608340003455, "total_loss": 0.25233752094209194} +{"data_time": 0.003974933499193867, "eta_seconds": 7484.119820061442, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0672847640562249, "fast_rcnn/fg_cls_accuracy": 0.9227299824297188, "iteration": 34339, "loss_box_reg": 0.12830987572669983, "loss_cls": 0.08104897290468216, "loss_rpn_cls": 0.005699843866750598, "loss_rpn_loc": 0.03427561651915312, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2922420580007383, "total_loss": 0.28024475497659296} +{"data_time": 0.003804206500717555, "eta_seconds": 7478.286523241441, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06920702754036087, "fast_rcnn/fg_cls_accuracy": 0.924962962962963, "iteration": 34359, "loss_box_reg": 0.10986819118261337, "loss_cls": 0.07109205424785614, "loss_rpn_cls": 0.006208599079400301, "loss_rpn_loc": 0.028498084284365177, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29320497900062037, "total_loss": 0.22513664909638464} +{"data_time": 0.00398757899984048, "eta_seconds": 7471.2879007072115, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05350167794465533, "fast_rcnn/fg_cls_accuracy": 0.9401991527754855, "iteration": 34379, "loss_box_reg": 0.12729060649871826, "loss_cls": 0.05710532143712044, "loss_rpn_cls": 0.0065828252118080854, "loss_rpn_loc": 0.029027536511421204, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2905090794993157, "total_loss": 0.23230073996819556} +{"data_time": 0.004003305000878754, "eta_seconds": 7465.661094407551, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07456350564875043, "fast_rcnn/fg_cls_accuracy": 0.9055197010869565, "iteration": 34399, "loss_box_reg": 0.11662887781858444, "loss_cls": 0.06830272078514099, "loss_rpn_cls": 0.011547151021659374, "loss_rpn_loc": 0.048419289290905, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.2934468840003319, "total_loss": 0.2841533679747954} +{"data_time": 0.00400825549968431, "eta_seconds": 7459.065866186102, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06317638124169356, "fast_rcnn/fg_cls_accuracy": 0.9166735327236275, "iteration": 34419, "loss_box_reg": 0.13428876549005508, "loss_cls": 0.07598517835140228, "loss_rpn_cls": 0.011144869029521942, "loss_rpn_loc": 0.04325252026319504, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.292150414000389, "total_loss": 0.2674568062648177} +{"data_time": 0.00395119800032262, "eta_seconds": 7453.0732445849935, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.05652881797460111, "fast_rcnn/fg_cls_accuracy": 0.9244263131055583, "iteration": 34439, "loss_box_reg": 0.08149122446775436, "loss_cls": 0.047287989407777786, "loss_rpn_cls": 0.008331851568073034, "loss_rpn_loc": 0.043530186638236046, "lr": 0.00025, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2910469925000143, "total_loss": 0.2149429451674223} +{"data_time": 0.0036565050004355726, "eta_seconds": 7444.725946009548, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06634104349127928, "fast_rcnn/fg_cls_accuracy": 0.9336589565087208, "iteration": 34459, "loss_box_reg": 0.0975566916167736, "loss_cls": 0.056903719902038574, "loss_rpn_cls": 0.007356756366789341, "loss_rpn_loc": 0.0248161219060421, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2902137914998093, "total_loss": 0.2050325417658314} +{"data_time": 0.003759474499929638, "eta_seconds": 7438.577000787918, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0632481233515926, "fast_rcnn/fg_cls_accuracy": 0.9367518766484073, "iteration": 34479, "loss_box_reg": 0.10037905722856522, "loss_cls": 0.05818450264632702, "loss_rpn_cls": 0.008076566271483898, "loss_rpn_loc": 0.02162083424627781, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29320031850056694, "total_loss": 0.18738930975086987} +{"data_time": 0.003830807499070943, "eta_seconds": 7431.692409035804, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.09339975093399751, "fast_rcnn/fg_cls_accuracy": 0.8934690091663029, "iteration": 34499, "loss_box_reg": 0.13285940140485764, "loss_cls": 0.09059655666351318, "loss_rpn_cls": 0.008080973289906979, "loss_rpn_loc": 0.024380474351346493, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2911200605012709, "total_loss": 0.2761125705437735} +{"data_time": 0.0037801655007569934, "eta_seconds": 7427.633764471466, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06069386199008769, "fast_rcnn/fg_cls_accuracy": 0.9129508196721312, "iteration": 34519, "loss_box_reg": 0.1245959922671318, "loss_cls": 0.07246198132634163, "loss_rpn_cls": 0.009268369991332293, "loss_rpn_loc": 0.03063059411942959, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29320944900064205, "total_loss": 0.24773535085842013} +{"data_time": 0.003836852500171517, "eta_seconds": 7420.774999963451, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07293402777777777, "fast_rcnn/fg_cls_accuracy": 0.9231597222222222, "iteration": 34539, "loss_box_reg": 0.13112299144268036, "loss_cls": 0.08486711606383324, "loss_rpn_cls": 0.007441858993843198, "loss_rpn_loc": 0.057893965393304825, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29026987950055627, "total_loss": 0.2771807035896927} +{"data_time": 0.0037454039984368137, "eta_seconds": 7413.0207734470605, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07856499935707856, "fast_rcnn/fg_cls_accuracy": 0.9108609031634871, "iteration": 34559, "loss_box_reg": 0.12405844777822495, "loss_cls": 0.07306184992194176, "loss_rpn_cls": 0.0066753716673702, "loss_rpn_loc": 0.029804831370711327, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2906899519994113, "total_loss": 0.2508472562767565} +{"data_time": 0.003964883499975258, "eta_seconds": 7407.2860530774415, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06138075313807531, "fast_rcnn/fg_cls_accuracy": 0.935531011567807, "iteration": 34579, "loss_box_reg": 0.11934766918420792, "loss_cls": 0.06574015878140926, "loss_rpn_cls": 0.006213965360075235, "loss_rpn_loc": 0.024151843041181564, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29137696100042376, "total_loss": 0.22829113493207842} +{"data_time": 0.0037954060007905355, "eta_seconds": 7401.365080407049, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07091743642376554, "fast_rcnn/fg_cls_accuracy": 0.9265475152571927, "iteration": 34599, "loss_box_reg": 0.12989039719104767, "loss_cls": 0.07623215764760971, "loss_rpn_cls": 0.009473453275859356, "loss_rpn_loc": 0.031390207819640636, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.290154504500606, "total_loss": 0.24566896236501634} +{"data_time": 0.0037754799996037036, "eta_seconds": 7395.449622107171, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06186274509803921, "fast_rcnn/fg_cls_accuracy": 0.9273399014778325, "iteration": 34619, "loss_box_reg": 0.10282740741968155, "loss_cls": 0.05992179550230503, "loss_rpn_cls": 0.007045158883556724, "loss_rpn_loc": 0.022621305659413338, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.2916621234999184, "total_loss": 0.20811131375376135} +{"data_time": 0.003832782499557652, "eta_seconds": 7388.815802400495, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08571962616822429, "fast_rcnn/fg_cls_accuracy": 0.907125, "iteration": 34639, "loss_box_reg": 0.14205370843410492, "loss_cls": 0.08917797729372978, "loss_rpn_cls": 0.009280122816562653, "loss_rpn_loc": 0.02996760606765747, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2912445205001859, "total_loss": 0.30640284763649106} +{"data_time": 0.003805506000389869, "eta_seconds": 7382.988660600495, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05259602393360355, "fast_rcnn/fg_cls_accuracy": 0.9474039760663965, "iteration": 34659, "loss_box_reg": 0.08576575294137001, "loss_cls": 0.051550641655921936, "loss_rpn_cls": 0.008357965387403965, "loss_rpn_loc": 0.02674121130257845, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29218095499982155, "total_loss": 0.1796104663517326} +{"data_time": 0.003793531000155781, "eta_seconds": 7376.702251972674, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07425715001810132, "fast_rcnn/fg_cls_accuracy": 0.910763280552709, "iteration": 34679, "loss_box_reg": 0.12405956536531448, "loss_cls": 0.0749027281999588, "loss_rpn_cls": 0.006312043406069279, "loss_rpn_loc": 0.033192841336131096, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29027293950002786, "total_loss": 0.2775799136143178} +{"data_time": 0.0037162384996918263, "eta_seconds": 7371.711182540639, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06860480041073033, "fast_rcnn/fg_cls_accuracy": 0.908631293651621, "iteration": 34699, "loss_box_reg": 0.11620557680726051, "loss_cls": 0.07334799692034721, "loss_rpn_cls": 0.007614080561324954, "loss_rpn_loc": 0.030766811221837997, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2913706204999471, "total_loss": 0.25748049627873115} +{"data_time": 0.003781995500503399, "eta_seconds": 7365.4176175940665, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.054951111963190184, "fast_rcnn/fg_cls_accuracy": 0.9430957630368098, "iteration": 34719, "loss_box_reg": 0.1071912944316864, "loss_cls": 0.06422539800405502, "loss_rpn_cls": 0.007098780712112784, "loss_rpn_loc": 0.03345279023051262, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29015567999977065, "total_loss": 0.22164842596976086} +{"data_time": 0.003825087500445079, "eta_seconds": 7360.056303200654, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.059840844626536396, "fast_rcnn/fg_cls_accuracy": 0.9315819972957311, "iteration": 34739, "loss_box_reg": 0.13040436804294586, "loss_cls": 0.07645103335380554, "loss_rpn_cls": 0.00976179400458932, "loss_rpn_loc": 0.02585711143910885, "lr": 0.00025, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29330821849998756, "total_loss": 0.23218620248371735} +{"data_time": 0.004064232000018819, "eta_seconds": 7354.655179747242, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06080378250591016, "fast_rcnn/fg_cls_accuracy": 0.91703125, "iteration": 34759, "loss_box_reg": 0.13092178851366043, "loss_cls": 0.08968934044241905, "loss_rpn_cls": 0.013324249535799026, "loss_rpn_loc": 0.03369780536741018, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29171885100004147, "total_loss": 0.2643491749186069} +{"data_time": 0.004228284999044263, "eta_seconds": 7348.914461726999, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07494405000771723, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 34779, "loss_box_reg": 0.1013440489768982, "loss_cls": 0.06423329561948776, "loss_rpn_cls": 0.006493386579677463, "loss_rpn_loc": 0.03258123528212309, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2910195959993871, "total_loss": 0.1939122558105737} +{"data_time": 0.00391597650013864, "eta_seconds": 7343.086615206994, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.03488036065194775, "fast_rcnn/fg_cls_accuracy": 0.9499360806136261, "iteration": 34799, "loss_box_reg": 0.10895277559757233, "loss_cls": 0.05924946255981922, "loss_rpn_cls": 0.006856301799416542, "loss_rpn_loc": 0.020225906744599342, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2913227739991271, "total_loss": 0.2203470068052411} +{"data_time": 0.0038277225003184867, "eta_seconds": 7337.171847307272, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06464523426284421, "fast_rcnn/fg_cls_accuracy": 0.9218702313373619, "iteration": 34819, "loss_box_reg": 0.11777104809880257, "loss_cls": 0.05793743580579758, "loss_rpn_cls": 0.007231217343360186, "loss_rpn_loc": 0.02538052573800087, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28891988700070215, "total_loss": 0.2092160489410162} +{"data_time": 0.0038811699996585958, "eta_seconds": 7331.859359209739, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06966150479316824, "fast_rcnn/fg_cls_accuracy": 0.9236512524084779, "iteration": 34839, "loss_box_reg": 0.12203902751207352, "loss_cls": 0.07217779383063316, "loss_rpn_cls": 0.0081256665289402, "loss_rpn_loc": 0.040248312056064606, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29344866900009947, "total_loss": 0.24659675220027566} +{"data_time": 0.003835412499938684, "eta_seconds": 7326.031172119747, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.090282131661442, "fast_rcnn/fg_cls_accuracy": 0.9004652064353558, "iteration": 34859, "loss_box_reg": 0.11942698061466217, "loss_cls": 0.06839587911963463, "loss_rpn_cls": 0.006405336316674948, "loss_rpn_loc": 0.03322097100317478, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2909076264995747, "total_loss": 0.24388407403603196} +{"data_time": 0.004088973500074644, "eta_seconds": 7319.827554093354, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06779431996855345, "fast_rcnn/fg_cls_accuracy": 0.9195216548157725, "iteration": 34879, "loss_box_reg": 0.1401870995759964, "loss_cls": 0.06611056253314018, "loss_rpn_cls": 0.01204771501943469, "loss_rpn_loc": 0.04823069088160992, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2894070225001997, "total_loss": 0.28511771000921726} +{"data_time": 0.0038936000000830973, "eta_seconds": 7313.999665913343, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07180242497567134, "fast_rcnn/fg_cls_accuracy": 0.9103991256476685, "iteration": 34899, "loss_box_reg": 0.1238945946097374, "loss_cls": 0.07526655122637749, "loss_rpn_cls": 0.008875057566910982, "loss_rpn_loc": 0.03098770510405302, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2927744905000509, "total_loss": 0.24982553161680698} +{"data_time": 0.0038875949994690018, "eta_seconds": 7307.8094971210885, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05389242256637168, "fast_rcnn/fg_cls_accuracy": 0.9409970025692265, "iteration": 34919, "loss_box_reg": 0.12495271861553192, "loss_cls": 0.06980497762560844, "loss_rpn_cls": 0.01020765257999301, "loss_rpn_loc": 0.04570888727903366, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2923747539998658, "total_loss": 0.2567624133080244} +{"data_time": 0.0037843360005354043, "eta_seconds": 7300.9541245827495, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0825379992930364, "fast_rcnn/fg_cls_accuracy": 0.9111669057867049, "iteration": 34939, "loss_box_reg": 0.12565310299396515, "loss_cls": 0.07670177891850471, "loss_rpn_cls": 0.008886581286787987, "loss_rpn_loc": 0.04481782764196396, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2893323144999158, "total_loss": 0.3000445533543825} +{"data_time": 0.0038261674999375828, "eta_seconds": 7296.154298561087, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08790109990000908, "fast_rcnn/fg_cls_accuracy": 0.910183901335474, "iteration": 34959, "loss_box_reg": 0.10050961747765541, "loss_cls": 0.07876896858215332, "loss_rpn_cls": 0.010285050142556429, "loss_rpn_loc": 0.033827681094408035, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28942972350068885, "total_loss": 0.22353631112491712} +{"data_time": 0.003802376500061655, "eta_seconds": 7289.665695894128, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.04432701459390863, "fast_rcnn/fg_cls_accuracy": 0.9456238677536232, "iteration": 34979, "loss_box_reg": 0.13325585424900055, "loss_cls": 0.07157079502940178, "loss_rpn_cls": 0.006330741802230477, "loss_rpn_loc": 0.024049929343163967, "lr": 0.00025, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29091422149940627, "total_loss": 0.25933790899580345} +{"data_time": 0.003707782999299525, "eta_seconds": 7282.324062498446, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08818229994700583, "fast_rcnn/fg_cls_accuracy": 0.9020137784843667, "iteration": 34999, "loss_box_reg": 0.12215951830148697, "loss_cls": 0.07993106544017792, "loss_rpn_cls": 0.006787567865103483, "loss_rpn_loc": 0.03767622262239456, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29002019849849603, "total_loss": 0.24866565805859864} +{"data_time": 0.003783800500059442, "eta_seconds": 7275.011131357478, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04970375246872943, "fast_rcnn/fg_cls_accuracy": 0.926728334956183, "iteration": 35019, "loss_box_reg": 0.11410553753376007, "loss_cls": 0.057009413838386536, "loss_rpn_cls": 0.010166204534471035, "loss_rpn_loc": 0.03759639523923397, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.28936853100003646, "total_loss": 0.23922848096117377} +{"data_time": 0.003883029999997234, "eta_seconds": 7268.801517119282, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.07789924869967252, "fast_rcnn/fg_cls_accuracy": 0.9123760037789325, "iteration": 35039, "loss_box_reg": 0.09598489478230476, "loss_cls": 0.0585353821516037, "loss_rpn_cls": 0.011251288000494242, "loss_rpn_loc": 0.03425866737961769, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2905554814997231, "total_loss": 0.19616370648145676} +{"data_time": 0.0037482739999177284, "eta_seconds": 7261.749684921706, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06850386455649612, "fast_rcnn/fg_cls_accuracy": 0.9256066411238826, "iteration": 35059, "loss_box_reg": 0.1117415688931942, "loss_cls": 0.06455111131072044, "loss_rpn_cls": 0.012933223508298397, "loss_rpn_loc": 0.02938807848840952, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2889809800008152, "total_loss": 0.2472631731070578} +{"data_time": 0.003829697500805196, "eta_seconds": 7255.521832579616, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.04933628318584071, "fast_rcnn/fg_cls_accuracy": 0.9444137168141593, "iteration": 35079, "loss_box_reg": 0.09037886932492256, "loss_cls": 0.046528564766049385, "loss_rpn_cls": 0.008589789737015963, "loss_rpn_loc": 0.03412015363574028, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2908306930003164, "total_loss": 0.21439883764833212} +{"data_time": 0.003609847999541671, "eta_seconds": 7248.69191249818, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06840463458110517, "fast_rcnn/fg_cls_accuracy": 0.928186274509804, "iteration": 35099, "loss_box_reg": 0.11558656767010689, "loss_cls": 0.06050645373761654, "loss_rpn_cls": 0.010196538176387548, "loss_rpn_loc": 0.03360992111265659, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2928079469993463, "total_loss": 0.2104921075515449} +{"data_time": 0.003626308999628236, "eta_seconds": 7243.473034867202, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08070858662613982, "fast_rcnn/fg_cls_accuracy": 0.9138824884792627, "iteration": 35119, "loss_box_reg": 0.1186172366142273, "loss_cls": 0.07778908312320709, "loss_rpn_cls": 0.008587933611124754, "loss_rpn_loc": 0.036775777116417885, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29301610100083053, "total_loss": 0.25569861504482105} +{"data_time": 0.0037463990011019632, "eta_seconds": 7238.2470965267385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06904761904761905, "fast_rcnn/fg_cls_accuracy": 0.9156830601092896, "iteration": 35139, "loss_box_reg": 0.1047481894493103, "loss_cls": 0.0671665407717228, "loss_rpn_cls": 0.008186318911612034, "loss_rpn_loc": 0.019631097093224525, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2909137364995331, "total_loss": 0.21167241432704031} +{"data_time": 0.003701877000821696, "eta_seconds": 7231.609596436356, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06583109662576687, "fast_rcnn/fg_cls_accuracy": 0.9341689033742331, "iteration": 35159, "loss_box_reg": 0.12786781042814255, "loss_cls": 0.07153636962175369, "loss_rpn_cls": 0.0097781284712255, "loss_rpn_loc": 0.03155903425067663, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29046547750022, "total_loss": 0.25337083457270637} +{"data_time": 0.0037398295007733395, "eta_seconds": 7225.787044426343, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.053161592505854796, "fast_rcnn/fg_cls_accuracy": 0.938595310005194, "iteration": 35179, "loss_box_reg": 0.12248138710856438, "loss_cls": 0.05137767270207405, "loss_rpn_cls": 0.0101622324436903, "loss_rpn_loc": 0.04721886292099953, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2941034720006428, "total_loss": 0.21394089376553893} +{"data_time": 0.003788885501307959, "eta_seconds": 7218.936495176604, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07024608501118568, "fast_rcnn/fg_cls_accuracy": 0.9185851412517558, "iteration": 35199, "loss_box_reg": 0.11225498467683792, "loss_cls": 0.0733247622847557, "loss_rpn_cls": 0.012449579779058695, "loss_rpn_loc": 0.022548221983015537, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28817560999959824, "total_loss": 0.21392583707347512} +{"data_time": 0.003780995500164863, "eta_seconds": 7210.534443187626, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05392621503577734, "fast_rcnn/fg_cls_accuracy": 0.9326630687888666, "iteration": 35219, "loss_box_reg": 0.10628704726696014, "loss_cls": 0.059914156794548035, "loss_rpn_cls": 0.010704588610678911, "loss_rpn_loc": 0.026610717177391052, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.28924534549969394, "total_loss": 0.20970306731760502} +{"data_time": 0.003893630500897416, "eta_seconds": 7205.7985975408155, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9245621980676328, "iteration": 35239, "loss_box_reg": 0.11731929332017899, "loss_cls": 0.08628914132714272, "loss_rpn_cls": 0.011597724165767431, "loss_rpn_loc": 0.0361137930303812, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29116159249952034, "total_loss": 0.26255153585225344} +{"data_time": 0.003810362499280018, "eta_seconds": 7197.962315999994, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.07993677697067528, "fast_rcnn/fg_cls_accuracy": 0.9162885359669024, "iteration": 35259, "loss_box_reg": 0.14069073647260666, "loss_cls": 0.07567514851689339, "loss_rpn_cls": 0.008476981427520514, "loss_rpn_loc": 0.03885425627231598, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.29036828850075835, "total_loss": 0.25798093841876835} +{"data_time": 0.003802316500696179, "eta_seconds": 7191.361746226103, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05709824156426098, "fast_rcnn/fg_cls_accuracy": 0.9332617589879001, "iteration": 35279, "loss_box_reg": 0.11633004248142242, "loss_cls": 0.06855713203549385, "loss_rpn_cls": 0.009389602113515139, "loss_rpn_loc": 0.029485470615327358, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29064573049890896, "total_loss": 0.25132071413099766} +{"data_time": 0.0036623804990085773, "eta_seconds": 7183.419317096832, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06005658436213992, "fast_rcnn/fg_cls_accuracy": 0.9221661490683231, "iteration": 35299, "loss_box_reg": 0.11277785897254944, "loss_cls": 0.06571533530950546, "loss_rpn_cls": 0.007598164025694132, "loss_rpn_loc": 0.02633434161543846, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28904944700025226, "total_loss": 0.23230700800195336} +{"data_time": 0.003716623000400432, "eta_seconds": 7177.339682090278, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07123015873015873, "fast_rcnn/fg_cls_accuracy": 0.9234375, "iteration": 35319, "loss_box_reg": 0.11714523285627365, "loss_cls": 0.07220461592078209, "loss_rpn_cls": 0.006622148212045431, "loss_rpn_loc": 0.026320614852011204, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2919189644999278, "total_loss": 0.2588700980413705} +{"data_time": 0.003698452000207908, "eta_seconds": 7171.0550434099605, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06710143008474576, "fast_rcnn/fg_cls_accuracy": 0.9139377982557183, "iteration": 35339, "loss_box_reg": 0.1353335827589035, "loss_cls": 0.07344507798552513, "loss_rpn_cls": 0.007273476803675294, "loss_rpn_loc": 0.03619876503944397, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29017100550026953, "total_loss": 0.2675092885910999} +{"data_time": 0.0037638194999090047, "eta_seconds": 7165.239102579944, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06627466613514052, "fast_rcnn/fg_cls_accuracy": 0.9316189362945646, "iteration": 35359, "loss_box_reg": 0.1313503310084343, "loss_cls": 0.07375854626297951, "loss_rpn_cls": 0.00850652065128088, "loss_rpn_loc": 0.049566615372896194, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29313480149994575, "total_loss": 0.2517459618393332} +{"data_time": 0.003796346500166692, "eta_seconds": 7157.552349473408, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.053763440860215055, "fast_rcnn/fg_cls_accuracy": 0.9395022724753354, "iteration": 35379, "loss_box_reg": 0.09885388985276222, "loss_cls": 0.06636593118309975, "loss_rpn_cls": 0.008380504790693521, "loss_rpn_loc": 0.02979586087167263, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2891230010000072, "total_loss": 0.20288625569082797} +{"data_time": 0.003725412999301625, "eta_seconds": 7153.148037298524, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07805266203703703, "fast_rcnn/fg_cls_accuracy": 0.91015625, "iteration": 35399, "loss_box_reg": 0.12378804013133049, "loss_cls": 0.0747225359082222, "loss_rpn_cls": 0.00957542471587658, "loss_rpn_loc": 0.03936968930065632, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.2970453820007606, "total_loss": 0.26232634857296944} +{"data_time": 0.0038288475006993394, "eta_seconds": 7147.3324697885255, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08781067251461988, "fast_rcnn/fg_cls_accuracy": 0.8982923976608187, "iteration": 35419, "loss_box_reg": 0.12216182053089142, "loss_cls": 0.07294603437185287, "loss_rpn_cls": 0.007765536429360509, "loss_rpn_loc": 0.028775762766599655, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2915926160003437, "total_loss": 0.24029225925914943} +{"data_time": 0.0037768949987366796, "eta_seconds": 7140.834478098186, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.039849325931800156, "fast_rcnn/fg_cls_accuracy": 0.9473664266767715, "iteration": 35439, "loss_box_reg": 0.10673338547348976, "loss_cls": 0.056065987795591354, "loss_rpn_cls": 0.00601039663888514, "loss_rpn_loc": 0.04323660582304001, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2900742359997821, "total_loss": 0.2064358270727098} +{"data_time": 0.003756529999918712, "eta_seconds": 7136.159398429863, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.04707692307692308, "fast_rcnn/fg_cls_accuracy": 0.9272609484322363, "iteration": 35459, "loss_box_reg": 0.1113908514380455, "loss_cls": 0.06380108743906021, "loss_rpn_cls": 0.007641913834959269, "loss_rpn_loc": 0.024851487018167973, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.2902089775006971, "total_loss": 0.22791372844949365} +{"data_time": 0.003578971999559144, "eta_seconds": 7130.599446391061, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.09022479910487234, "fast_rcnn/fg_cls_accuracy": 0.9002644695351438, "iteration": 35479, "loss_box_reg": 0.14413819462060928, "loss_cls": 0.0933443158864975, "loss_rpn_cls": 0.007823347114026546, "loss_rpn_loc": 0.03867761231958866, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2917147250000198, "total_loss": 0.29024247388588265} +{"data_time": 0.0037770600010844646, "eta_seconds": 7124.527516769831, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06481416672499475, "fast_rcnn/fg_cls_accuracy": 0.9288164065234129, "iteration": 35499, "loss_box_reg": 0.10347162187099457, "loss_cls": 0.06248262710869312, "loss_rpn_cls": 0.011931221932172775, "loss_rpn_loc": 0.03384277131408453, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2893299395000213, "total_loss": 0.24550773296505213} +{"data_time": 0.0038385129992093425, "eta_seconds": 7114.329472333338, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05130726989591017, "fast_rcnn/fg_cls_accuracy": 0.9331828885400314, "iteration": 35519, "loss_box_reg": 0.1090017668902874, "loss_cls": 0.06570207513868809, "loss_rpn_cls": 0.008084400556981564, "loss_rpn_loc": 0.022191443480551243, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2877058254998701, "total_loss": 0.2117179521592334} +{"data_time": 0.003911526499905449, "eta_seconds": 7109.485666465935, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06346206706981858, "fast_rcnn/fg_cls_accuracy": 0.9299799465240641, "iteration": 35539, "loss_box_reg": 0.10764484852552414, "loss_cls": 0.06395922973752022, "loss_rpn_cls": 0.009486743248999119, "loss_rpn_loc": 0.026604353450238705, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2912219504996756, "total_loss": 0.2331711407750845} +{"data_time": 0.0038339884995366447, "eta_seconds": 7104.55653309622, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07034312150613635, "fast_rcnn/fg_cls_accuracy": 0.9248986597524012, "iteration": 35559, "loss_box_reg": 0.11754222959280014, "loss_cls": 0.06845425069332123, "loss_rpn_cls": 0.0062428973615169525, "loss_rpn_loc": 0.03368906490504742, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29215164899960655, "total_loss": 0.250447204336524} +{"data_time": 0.003888715000357479, "eta_seconds": 7098.742657046223, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09169732002101944, "fast_rcnn/fg_cls_accuracy": 0.905777427453728, "iteration": 35579, "loss_box_reg": 0.14017511159181595, "loss_cls": 0.08672920241951942, "loss_rpn_cls": 0.008783023804426193, "loss_rpn_loc": 0.04289930686354637, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.29221350150055514, "total_loss": 0.2856848924420774} +{"data_time": 0.003716217000146571, "eta_seconds": 7093.593717593467, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.060706764938141616, "fast_rcnn/fg_cls_accuracy": 0.936812587630472, "iteration": 35599, "loss_box_reg": 0.13296972960233688, "loss_cls": 0.07671282067894936, "loss_rpn_cls": 0.009259068872779608, "loss_rpn_loc": 0.020861472003161907, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29109991950008407, "total_loss": 0.2509383070282638} +{"data_time": 0.003707902999849466, "eta_seconds": 7086.444918167181, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05678437301858265, "fast_rcnn/fg_cls_accuracy": 0.916876015959805, "iteration": 35619, "loss_box_reg": 0.11885146051645279, "loss_cls": 0.07284759357571602, "loss_rpn_cls": 0.010227091610431671, "loss_rpn_loc": 0.024868457578122616, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2904401064997728, "total_loss": 0.23194637103006244} +{"data_time": 0.0036322494997875765, "eta_seconds": 7079.455308253273, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.04769207562349155, "fast_rcnn/fg_cls_accuracy": 0.945331289081289, "iteration": 35639, "loss_box_reg": 0.13036833703517914, "loss_cls": 0.0754876360297203, "loss_rpn_cls": 0.010672228876501322, "loss_rpn_loc": 0.03268306888639927, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2890416270001879, "total_loss": 0.2735329899005592} +{"data_time": 0.003837087999272626, "eta_seconds": 7072.548815864302, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06954887218045112, "fast_rcnn/fg_cls_accuracy": 0.9248824593128391, "iteration": 35659, "loss_box_reg": 0.10341206565499306, "loss_cls": 0.059811582788825035, "loss_rpn_cls": 0.011529369279742241, "loss_rpn_loc": 0.02849408145993948, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.28833877199940616, "total_loss": 0.21403137990273535} +{"data_time": 0.003947907999645395, "eta_seconds": 7067.038338546408, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.08660084123476153, "fast_rcnn/fg_cls_accuracy": 0.9052693569645811, "iteration": 35679, "loss_box_reg": 0.11215922981500626, "loss_cls": 0.0807633176445961, "loss_rpn_cls": 0.012372624594718218, "loss_rpn_loc": 0.0337061807513237, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.29082590749931114, "total_loss": 0.2629843498580158} +{"data_time": 0.0037905105000390904, "eta_seconds": 7060.663318931984, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09245513244191367, "fast_rcnn/fg_cls_accuracy": 0.8959297839506173, "iteration": 35699, "loss_box_reg": 0.12784791737794876, "loss_cls": 0.0872197151184082, "loss_rpn_cls": 0.012472745962440968, "loss_rpn_loc": 0.03839358687400818, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29066875650096335, "total_loss": 0.2393913136329502} +{"data_time": 0.003876979500091693, "eta_seconds": 7055.414920226431, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05045078779848489, "fast_rcnn/fg_cls_accuracy": 0.9420844861326675, "iteration": 35719, "loss_box_reg": 0.10971523821353912, "loss_cls": 0.057849373668432236, "loss_rpn_cls": 0.012606494594365358, "loss_rpn_loc": 0.028527009300887585, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29179347900026187, "total_loss": 0.23397255083546042} +{"data_time": 0.0037350840002545738, "eta_seconds": 7049.603211066442, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08247984670278843, "fast_rcnn/fg_cls_accuracy": 0.911308973172988, "iteration": 35739, "loss_box_reg": 0.11366705968976021, "loss_cls": 0.061332015320658684, "loss_rpn_cls": 0.00855144439265132, "loss_rpn_loc": 0.028607732616364956, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29243771100027516, "total_loss": 0.22530211904086173} +{"data_time": 0.0036672754995379364, "eta_seconds": 7043.229582342028, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0636023773006135, "fast_rcnn/fg_cls_accuracy": 0.9344444976993864, "iteration": 35759, "loss_box_reg": 0.14222776144742966, "loss_cls": 0.06863249093294144, "loss_rpn_cls": 0.008539456874132156, "loss_rpn_loc": 0.055567121133208275, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.2908100819995525, "total_loss": 0.30039740819483995} +{"data_time": 0.003749724000954302, "eta_seconds": 7037.687433123356, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04533487446221024, "fast_rcnn/fg_cls_accuracy": 0.946682224025974, "iteration": 35779, "loss_box_reg": 0.11414578929543495, "loss_cls": 0.06226799823343754, "loss_rpn_cls": 0.005793750984594226, "loss_rpn_loc": 0.0451204888522625, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2922791855007745, "total_loss": 0.25174739526119083} +{"data_time": 0.0037495394999496057, "eta_seconds": 7032.956422813186, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04714640198511166, "fast_rcnn/fg_cls_accuracy": 0.9490780754825698, "iteration": 35799, "loss_box_reg": 0.11649849265813828, "loss_cls": 0.05621880665421486, "loss_rpn_cls": 0.008022781927138567, "loss_rpn_loc": 0.0299317492172122, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2935268579994954, "total_loss": 0.2046682364307344} +{"data_time": 0.0036357440003484953, "eta_seconds": 7029.843154645259, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05888812628689087, "fast_rcnn/fg_cls_accuracy": 0.9311502659574469, "iteration": 35819, "loss_box_reg": 0.12536253035068512, "loss_cls": 0.07151682302355766, "loss_rpn_cls": 0.011253098491579294, "loss_rpn_loc": 0.030968617647886276, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29248310349976236, "total_loss": 0.22367429273435846} +{"data_time": 0.0037227735001579276, "eta_seconds": 7023.820664633531, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06700868468973245, "fast_rcnn/fg_cls_accuracy": 0.9172621025811454, "iteration": 35839, "loss_box_reg": 0.11111541092395782, "loss_cls": 0.0974862091243267, "loss_rpn_cls": 0.009168248623609543, "loss_rpn_loc": 0.026363326236605644, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2911896080004226, "total_loss": 0.2557455413043499} +{"data_time": 0.003830033000667754, "eta_seconds": 7018.0062435535365, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0851063829787234, "fast_rcnn/fg_cls_accuracy": 0.9082033831108762, "iteration": 35859, "loss_box_reg": 0.10866468399763107, "loss_cls": 0.06297555193305016, "loss_rpn_cls": 0.010404371190816164, "loss_rpn_loc": 0.03904644586145878, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2905955374999394, "total_loss": 0.20656575518660247} +{"data_time": 0.0036616855004467652, "eta_seconds": 7012.785668954784, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09340528798832434, "fast_rcnn/fg_cls_accuracy": 0.9031002585770267, "iteration": 35879, "loss_box_reg": 0.1306164190173149, "loss_cls": 0.0832429900765419, "loss_rpn_cls": 0.010476550087332726, "loss_rpn_loc": 0.03275800030678511, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2906295795000915, "total_loss": 0.2877915903227404} +{"data_time": 0.003752974499548145, "eta_seconds": 7003.423090857723, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06228183581124758, "fast_rcnn/fg_cls_accuracy": 0.9182603930995474, "iteration": 35899, "loss_box_reg": 0.1115574985742569, "loss_cls": 0.07041744142770767, "loss_rpn_cls": 0.010349149350076914, "loss_rpn_loc": 0.030871436931192875, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2890364820004834, "total_loss": 0.2555370507761836} +{"data_time": 0.0036972475008951733, "eta_seconds": 6996.739618102147, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.059872922776148585, "fast_rcnn/fg_cls_accuracy": 0.9352738575268817, "iteration": 35919, "loss_box_reg": 0.1156289279460907, "loss_cls": 0.07165371254086494, "loss_rpn_cls": 0.00606967369094491, "loss_rpn_loc": 0.026472357101738453, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28939754299972265, "total_loss": 0.23818307556211948} +{"data_time": 0.0038155515012476826, "eta_seconds": 6991.195691203466, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06389189497066697, "fast_rcnn/fg_cls_accuracy": 0.9318628107287901, "iteration": 35939, "loss_box_reg": 0.12588996440172195, "loss_cls": 0.07316625118255615, "loss_rpn_cls": 0.007212966913357377, "loss_rpn_loc": 0.025436594150960445, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2904275854998559, "total_loss": 0.25687823235057294} +{"data_time": 0.0037441684999066638, "eta_seconds": 6985.117127042176, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0719207579672696, "fast_rcnn/fg_cls_accuracy": 0.9275440247345073, "iteration": 35959, "loss_box_reg": 0.10705317184329033, "loss_cls": 0.06395252048969269, "loss_rpn_cls": 0.0068224596325308084, "loss_rpn_loc": 0.0320198405534029, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29000682799869537, "total_loss": 0.2475848898757249} +{"data_time": 0.003752880499632738, "eta_seconds": 6979.160908811573, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07803144567850451, "fast_rcnn/fg_cls_accuracy": 0.9144385026737968, "iteration": 35979, "loss_box_reg": 0.1261599138379097, "loss_cls": 0.07646831125020981, "loss_rpn_cls": 0.007942541735246778, "loss_rpn_loc": 0.028973987326025963, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2902309275004882, "total_loss": 0.25359096052125096} +{"data_time": 0.003751159500097856, "eta_seconds": 6973.640567994153, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06570374628724729, "fast_rcnn/fg_cls_accuracy": 0.9296227581941867, "iteration": 35999, "loss_box_reg": 0.11345676332712173, "loss_cls": 0.06821644678711891, "loss_rpn_cls": 0.007298676297068596, "loss_rpn_loc": 0.031792388297617435, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.2909958355003255, "total_loss": 0.22741756145842373} +{"data_time": 0.0037945165004202863, "eta_seconds": 6967.949820243521, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0742063492063492, "fast_rcnn/fg_cls_accuracy": 0.9229755178907721, "iteration": 36019, "loss_box_reg": 0.10438115149736404, "loss_cls": 0.0822201520204544, "loss_rpn_cls": 0.008998414035886526, "loss_rpn_loc": 0.032301127910614014, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29000338900004863, "total_loss": 0.2168503706343472} +{"data_time": 0.0038777654999648803, "eta_seconds": 6963.147955057102, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.060720064724919094, "fast_rcnn/fg_cls_accuracy": 0.9263852711342648, "iteration": 36039, "loss_box_reg": 0.12075470387935638, "loss_cls": 0.06239058077335358, "loss_rpn_cls": 0.004712667316198349, "loss_rpn_loc": 0.03457588516175747, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2918211890000748, "total_loss": 0.24953157431446016} +{"data_time": 0.0038577399991481798, "eta_seconds": 6958.208784233393, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06221198156682027, "fast_rcnn/fg_cls_accuracy": 0.9299767951106317, "iteration": 36059, "loss_box_reg": 0.12075826525688171, "loss_cls": 0.05536041595041752, "loss_rpn_cls": 0.007543413434177637, "loss_rpn_loc": 0.024496431462466717, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2904206039993369, "total_loss": 0.22496224637143314} +{"data_time": 0.0037495190008485224, "eta_seconds": 6952.560493306082, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06861979166666667, "fast_rcnn/fg_cls_accuracy": 0.9153645833333333, "iteration": 36079, "loss_box_reg": 0.12892892956733704, "loss_cls": 0.0718318372964859, "loss_rpn_cls": 0.009302076883614063, "loss_rpn_loc": 0.025529948063194752, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2915734979997069, "total_loss": 0.28308419696986675} +{"data_time": 0.0037427280003612395, "eta_seconds": 6946.936950207601, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06891741071428571, "fast_rcnn/fg_cls_accuracy": 0.9271235521235521, "iteration": 36099, "loss_box_reg": 0.1094660758972168, "loss_cls": 0.07167454436421394, "loss_rpn_cls": 0.008137645665556192, "loss_rpn_loc": 0.032524957321584225, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2922250880001229, "total_loss": 0.25154455890879035} +{"data_time": 0.0037156175003474345, "eta_seconds": 6940.308267073306, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.03743651866001957, "fast_rcnn/fg_cls_accuracy": 0.9416956018518519, "iteration": 36119, "loss_box_reg": 0.10391601920127869, "loss_cls": 0.0486125573515892, "loss_rpn_cls": 0.007261193357408047, "loss_rpn_loc": 0.03032294474542141, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2908078819991715, "total_loss": 0.2118495712056756} +{"data_time": 0.003721482999935688, "eta_seconds": 6934.956624553415, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.046620299934796786, "fast_rcnn/fg_cls_accuracy": 0.9434633775266247, "iteration": 36139, "loss_box_reg": 0.09908395260572433, "loss_cls": 0.04584028944373131, "loss_rpn_cls": 0.005835742456838489, "loss_rpn_loc": 0.019975831732153893, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2921686400004546, "total_loss": 0.17469371513288934} +{"data_time": 0.003742083499673754, "eta_seconds": 6929.4969411275815, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.0930981447659329, "fast_rcnn/fg_cls_accuracy": 0.9019513601845621, "iteration": 36159, "loss_box_reg": 0.11828317865729332, "loss_cls": 0.08220811560750008, "loss_rpn_cls": 0.008832090068608522, "loss_rpn_loc": 0.044691598042845726, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.29078105550070177, "total_loss": 0.27236789045855403} +{"data_time": 0.003648320000138483, "eta_seconds": 6924.326375546316, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.07264464925755248, "fast_rcnn/fg_cls_accuracy": 0.9081404032860344, "iteration": 36179, "loss_box_reg": 0.1268320083618164, "loss_cls": 0.08700235933065414, "loss_rpn_cls": 0.00795547105371952, "loss_rpn_loc": 0.03648187965154648, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29175316100008786, "total_loss": 0.2900012154132128} +{"data_time": 0.0038245075011218432, "eta_seconds": 6922.265081204569, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08349928513071896, "fast_rcnn/fg_cls_accuracy": 0.9047532656023223, "iteration": 36199, "loss_box_reg": 0.11015916243195534, "loss_cls": 0.08012228459119797, "loss_rpn_cls": 0.009494648780673742, "loss_rpn_loc": 0.032654765993356705, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2926349219997064, "total_loss": 0.2526272935792804} +{"data_time": 0.003697751999425236, "eta_seconds": 6920.473458788565, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08487953475491553, "fast_rcnn/fg_cls_accuracy": 0.900055386319579, "iteration": 36219, "loss_box_reg": 0.1251932568848133, "loss_cls": 0.07659683749079704, "loss_rpn_cls": 0.009446071460843086, "loss_rpn_loc": 0.03414474241435528, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29098577500008105, "total_loss": 0.24617055850103498} +{"data_time": 0.0037851364995731274, "eta_seconds": 6912.041059454277, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05600358422939068, "fast_rcnn/fg_cls_accuracy": 0.9438554118224989, "iteration": 36239, "loss_box_reg": 0.12617335468530655, "loss_cls": 0.06806622445583344, "loss_rpn_cls": 0.004212716827169061, "loss_rpn_loc": 0.03219125419855118, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2903415250002581, "total_loss": 0.23863402544520795} +{"data_time": 0.0037681200010410976, "eta_seconds": 6906.820521298268, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07777777777777778, "fast_rcnn/fg_cls_accuracy": 0.9073212094970051, "iteration": 36259, "loss_box_reg": 0.12376467883586884, "loss_cls": 0.09371251240372658, "loss_rpn_cls": 0.011099162511527538, "loss_rpn_loc": 0.04451117292046547, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29045747049895, "total_loss": 0.28369983239099383} +{"data_time": 0.0037738005003120634, "eta_seconds": 6902.110877455962, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.04216928663940879, "fast_rcnn/fg_cls_accuracy": 0.9470569915914044, "iteration": 36279, "loss_box_reg": 0.10519001632928848, "loss_cls": 0.06152781657874584, "loss_rpn_cls": 0.006533413426950574, "loss_rpn_loc": 0.0340212918817997, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2910501585010934, "total_loss": 0.2063270888174884} +{"data_time": 0.0037565249995168415, "eta_seconds": 6897.776288092064, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07098360655737704, "fast_rcnn/fg_cls_accuracy": 0.9182339112547753, "iteration": 36299, "loss_box_reg": 0.09385446086525917, "loss_cls": 0.06536730006337166, "loss_rpn_cls": 0.008787804283201694, "loss_rpn_loc": 0.031562481075525284, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29117039350057894, "total_loss": 0.20765537908300757} +{"data_time": 0.0037405695002235007, "eta_seconds": 6891.95537983207, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06562830961919233, "fast_rcnn/fg_cls_accuracy": 0.9276371590553993, "iteration": 36319, "loss_box_reg": 0.12747503817081451, "loss_cls": 0.06965820118784904, "loss_rpn_cls": 0.008504516445100307, "loss_rpn_loc": 0.06120175123214722, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.291261262500484, "total_loss": 0.268983306363225} +{"data_time": 0.0038189474998944206, "eta_seconds": 6887.397891924738, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.055954587581093604, "fast_rcnn/fg_cls_accuracy": 0.929449472096531, "iteration": 36339, "loss_box_reg": 0.12519469484686852, "loss_cls": 0.06643564999103546, "loss_rpn_cls": 0.009298302698880434, "loss_rpn_loc": 0.042842600494623184, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29284327599998505, "total_loss": 0.2196933445520699} +{"data_time": 0.0039437880004697945, "eta_seconds": 6881.087418730676, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06232933859223301, "fast_rcnn/fg_cls_accuracy": 0.937670661407767, "iteration": 36359, "loss_box_reg": 0.10592721775174141, "loss_cls": 0.06190793402493, "loss_rpn_cls": 0.008290696423500776, "loss_rpn_loc": 0.030024074018001556, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2931385704996501, "total_loss": 0.2076644393382594} +{"data_time": 0.003909697000381129, "eta_seconds": 6879.0754665278655, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05567678684376977, "fast_rcnn/fg_cls_accuracy": 0.9423624288425048, "iteration": 36379, "loss_box_reg": 0.1300814375281334, "loss_cls": 0.06346572563052177, "loss_rpn_cls": 0.010581235401332378, "loss_rpn_loc": 0.029584627598524094, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2933873020001556, "total_loss": 0.2675241157412529} +{"data_time": 0.003833848500107706, "eta_seconds": 6870.545716601555, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06398221343873518, "fast_rcnn/fg_cls_accuracy": 0.9262912842500167, "iteration": 36399, "loss_box_reg": 0.11316319555044174, "loss_cls": 0.07082641497254372, "loss_rpn_cls": 0.005624014884233475, "loss_rpn_loc": 0.03555237129330635, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29142797050008085, "total_loss": 0.22360764967743307} +{"data_time": 0.003596642499360314, "eta_seconds": 6864.433752167479, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06266352694924124, "fast_rcnn/fg_cls_accuracy": 0.9276799429449198, "iteration": 36419, "loss_box_reg": 0.1294194608926773, "loss_cls": 0.0776989683508873, "loss_rpn_cls": 0.012260944116860628, "loss_rpn_loc": 0.04199737869203091, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2916532459994414, "total_loss": 0.2936631627380848} +{"data_time": 0.003660430499621725, "eta_seconds": 6859.048103441819, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06833748443337484, "fast_rcnn/fg_cls_accuracy": 0.9316625155666252, "iteration": 36439, "loss_box_reg": 0.10583997517824173, "loss_cls": 0.05363985896110535, "loss_rpn_cls": 0.010672492906451225, "loss_rpn_loc": 0.044057201594114304, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29254870249951637, "total_loss": 0.23091193102300167} +{"data_time": 0.0037687950007239124, "eta_seconds": 6854.007315988383, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06211478978118914, "fast_rcnn/fg_cls_accuracy": 0.9233967582804792, "iteration": 36459, "loss_box_reg": 0.11746624484658241, "loss_cls": 0.0634745005518198, "loss_rpn_cls": 0.010689012706279755, "loss_rpn_loc": 0.030307453125715256, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2915150300004825, "total_loss": 0.2253618473187089} +{"data_time": 0.003809432500929688, "eta_seconds": 6847.25573112155, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0699106600745945, "fast_rcnn/fg_cls_accuracy": 0.9232278636252147, "iteration": 36479, "loss_box_reg": 0.11227406188845634, "loss_cls": 0.07244104892015457, "loss_rpn_cls": 0.007511670235544443, "loss_rpn_loc": 0.04290299117565155, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.291584098000385, "total_loss": 0.2543372120708227} +{"data_time": 0.0037225979995128, "eta_seconds": 6843.683030768716, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04797149122807018, "fast_rcnn/fg_cls_accuracy": 0.9412336847389559, "iteration": 36499, "loss_box_reg": 0.10068333521485329, "loss_cls": 0.056754181161522865, "loss_rpn_cls": 0.006509186001494527, "loss_rpn_loc": 0.03092230297625065, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2933832069993514, "total_loss": 0.19238643161952496} +{"data_time": 0.003658835000351246, "eta_seconds": 6839.908975445287, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.09932255244755245, "fast_rcnn/fg_cls_accuracy": 0.8900182038834952, "iteration": 36519, "loss_box_reg": 0.1271221786737442, "loss_cls": 0.08503052964806557, "loss_rpn_cls": 0.013518963009119034, "loss_rpn_loc": 0.03567040339112282, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29198709199954465, "total_loss": 0.25575477071106434} +{"data_time": 0.0038381829999707406, "eta_seconds": 6834.333980634892, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07182121464857077, "fast_rcnn/fg_cls_accuracy": 0.9236344266528926, "iteration": 36539, "loss_box_reg": 0.13098275661468506, "loss_cls": 0.0913921669125557, "loss_rpn_cls": 0.0067059260327368975, "loss_rpn_loc": 0.02663955744355917, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2923754795010609, "total_loss": 0.28108168905600905} +{"data_time": 0.003916727000614628, "eta_seconds": 6828.507608954897, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08286858286858287, "fast_rcnn/fg_cls_accuracy": 0.9171314171314171, "iteration": 36559, "loss_box_reg": 0.10952503979206085, "loss_cls": 0.08033924549818039, "loss_rpn_cls": 0.010462882462888956, "loss_rpn_loc": 0.05099649354815483, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2923787004992846, "total_loss": 0.281453819014132} +{"data_time": 0.003716822499882255, "eta_seconds": 6822.430502765274, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06660260201064458, "fast_rcnn/fg_cls_accuracy": 0.931672192291753, "iteration": 36579, "loss_box_reg": 0.12192166596651077, "loss_cls": 0.056701332330703735, "loss_rpn_cls": 0.009761896450072527, "loss_rpn_loc": 0.024732276797294617, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2909927450000396, "total_loss": 0.2201752820983529} +{"data_time": 0.0038698999996995553, "eta_seconds": 6817.027873511506, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06287157363076762, "fast_rcnn/fg_cls_accuracy": 0.9216360856269112, "iteration": 36599, "loss_box_reg": 0.11116254702210426, "loss_cls": 0.06295501068234444, "loss_rpn_cls": 0.008829449769109488, "loss_rpn_loc": 0.03774109669029713, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2923845054992853, "total_loss": 0.24465119745582342} +{"data_time": 0.0038006020004104357, "eta_seconds": 6811.7179233362, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08162124388539482, "fast_rcnn/fg_cls_accuracy": 0.9123569069272883, "iteration": 36619, "loss_box_reg": 0.11523710563778877, "loss_cls": 0.07007136568427086, "loss_rpn_cls": 0.009981244802474976, "loss_rpn_loc": 0.02563418447971344, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2922316979993411, "total_loss": 0.2527380548417568} +{"data_time": 0.0037234330011415295, "eta_seconds": 6806.525688174588, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07718365645194913, "fast_rcnn/fg_cls_accuracy": 0.9203947368421053, "iteration": 36639, "loss_box_reg": 0.1076553724706173, "loss_cls": 0.07101162150502205, "loss_rpn_cls": 0.00916376244276762, "loss_rpn_loc": 0.02662318106740713, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29161218450099113, "total_loss": 0.23947768239304423} +{"data_time": 0.003784890999668278, "eta_seconds": 6801.108663863397, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06245936658307792, "fast_rcnn/fg_cls_accuracy": 0.9329019521824962, "iteration": 36659, "loss_box_reg": 0.08312013372778893, "loss_cls": 0.044363828375935555, "loss_rpn_cls": 0.00790085457265377, "loss_rpn_loc": 0.021872212179005146, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2891127229995618, "total_loss": 0.1930966896470636} +{"data_time": 0.0038253479997365503, "eta_seconds": 6795.280807253403, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.03629722258786363, "fast_rcnn/fg_cls_accuracy": 0.9543240752928788, "iteration": 36679, "loss_box_reg": 0.09556765481829643, "loss_cls": 0.04758664406836033, "loss_rpn_cls": 0.006775824818760157, "loss_rpn_loc": 0.023044933564960957, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29092831750131154, "total_loss": 0.18358675250783563} +{"data_time": 0.0036958265000066604, "eta_seconds": 6788.71473676254, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.062020460358056265, "fast_rcnn/fg_cls_accuracy": 0.9235561323815704, "iteration": 36699, "loss_box_reg": 0.10852579027414322, "loss_cls": 0.05795026570558548, "loss_rpn_cls": 0.008934959769248962, "loss_rpn_loc": 0.0329506304115057, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2886188900001798, "total_loss": 0.1981418569921516} +{"data_time": 0.0039512334997198195, "eta_seconds": 6783.074580259199, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08292880258899676, "fast_rcnn/fg_cls_accuracy": 0.907782864617397, "iteration": 36719, "loss_box_reg": 0.12939607352018356, "loss_cls": 0.07755393162369728, "loss_rpn_cls": 0.006741565419360995, "loss_rpn_loc": 0.0439972598105669, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29287625799952366, "total_loss": 0.2512539252638817} +{"data_time": 0.0037340085000323597, "eta_seconds": 6776.700330715503, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06873753643196809, "fast_rcnn/fg_cls_accuracy": 0.9160201149425287, "iteration": 36739, "loss_box_reg": 0.11762531846761703, "loss_cls": 0.06706850975751877, "loss_rpn_cls": 0.00806858716532588, "loss_rpn_loc": 0.0340981911867857, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29055518099994515, "total_loss": 0.23801506124436855} +{"data_time": 0.003781160499784164, "eta_seconds": 6770.607911886873, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05323523742209085, "fast_rcnn/fg_cls_accuracy": 0.9401313825022395, "iteration": 36759, "loss_box_reg": 0.1289272978901863, "loss_cls": 0.06664320454001427, "loss_rpn_cls": 0.005261311074718833, "loss_rpn_loc": 0.02430516853928566, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2895491734998359, "total_loss": 0.23346602742094547} +{"data_time": 0.003743829000086407, "eta_seconds": 6764.756149348668, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05870863970588235, "fast_rcnn/fg_cls_accuracy": 0.9375, "iteration": 36779, "loss_box_reg": 0.14781664311885834, "loss_cls": 0.07584330067038536, "loss_rpn_cls": 0.012864404357969761, "loss_rpn_loc": 0.035310205072164536, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2916662420002467, "total_loss": 0.29851730493828654} +{"data_time": 0.0037553795000349055, "eta_seconds": 6758.9545419868955, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05278571428571428, "fast_rcnn/fg_cls_accuracy": 0.9245129870129871, "iteration": 36799, "loss_box_reg": 0.09961960092186928, "loss_cls": 0.07107588648796082, "loss_rpn_cls": 0.015881523489952087, "loss_rpn_loc": 0.06437315046787262, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 192.75, "rpn/num_pos_anchors": 63.25, "time": 0.2947202089990242, "total_loss": 0.2541845152154565} +{"data_time": 0.003837018499325495, "eta_seconds": 6753.102822648671, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06397349305467057, "fast_rcnn/fg_cls_accuracy": 0.9125487387602451, "iteration": 36819, "loss_box_reg": 0.12709854543209076, "loss_cls": 0.07412699609994888, "loss_rpn_cls": 0.01420543622225523, "loss_rpn_loc": 0.028083860874176025, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29136822799955553, "total_loss": 0.26197273563593626} +{"data_time": 0.0037377540002125897, "eta_seconds": 6746.707013889136, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.06703680598877106, "fast_rcnn/fg_cls_accuracy": 0.9262967302162105, "iteration": 36839, "loss_box_reg": 0.13005737587809563, "loss_cls": 0.07642672955989838, "loss_rpn_cls": 0.00911909993737936, "loss_rpn_loc": 0.04461136274039745, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2902873124994585, "total_loss": 0.26416626875288785} +{"data_time": 0.0037800809996042517, "eta_seconds": 6740.600454636369, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06160671950145634, "fast_rcnn/fg_cls_accuracy": 0.9338887759940391, "iteration": 36859, "loss_box_reg": 0.09722557663917542, "loss_cls": 0.05736283026635647, "loss_rpn_cls": 0.0068692397326231, "loss_rpn_loc": 0.0239523658528924, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.29038887299975613, "total_loss": 0.2293743621557951} +{"data_time": 0.003725553500771639, "eta_seconds": 6734.340632070453, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.052564102564102565, "fast_rcnn/fg_cls_accuracy": 0.9373697916666667, "iteration": 36879, "loss_box_reg": 0.11702845990657806, "loss_cls": 0.06003226526081562, "loss_rpn_cls": 0.009700881317257881, "loss_rpn_loc": 0.028879858553409576, "lr": 0.00025, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2905313444998683, "total_loss": 0.22100355301517993} +{"data_time": 0.003793582000071183, "eta_seconds": 6730.085023195534, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05621783597159794, "fast_rcnn/fg_cls_accuracy": 0.931844499586435, "iteration": 36899, "loss_box_reg": 0.11527895927429199, "loss_cls": 0.06409759260714054, "loss_rpn_cls": 0.006122353952378035, "loss_rpn_loc": 0.02654750645160675, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2894331029992827, "total_loss": 0.2144714958849363} +{"data_time": 0.0038454340001408127, "eta_seconds": 6724.313501736506, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.03907402586132083, "fast_rcnn/fg_cls_accuracy": 0.94144469681327, "iteration": 36919, "loss_box_reg": 0.09895699471235275, "loss_cls": 0.05460125207901001, "loss_rpn_cls": 0.0061118449084460735, "loss_rpn_loc": 0.027362230233848095, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29058068149970495, "total_loss": 0.1975603997707367} +{"data_time": 0.003673830999105121, "eta_seconds": 6718.6659471077655, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.07120020652130744, "fast_rcnn/fg_cls_accuracy": 0.9204686337713861, "iteration": 36939, "loss_box_reg": 0.1594955399632454, "loss_cls": 0.09197010472416878, "loss_rpn_cls": 0.009137492626905441, "loss_rpn_loc": 0.039369577541947365, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.2917492604992731, "total_loss": 0.3099448196589947} +{"data_time": 0.003777165000428795, "eta_seconds": 6713.622236161027, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08175636574074074, "fast_rcnn/fg_cls_accuracy": 0.9066133720930232, "iteration": 36959, "loss_box_reg": 0.14720674604177475, "loss_cls": 0.09212173148989677, "loss_rpn_cls": 0.009502608329057693, "loss_rpn_loc": 0.04336042329668999, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2916020584989383, "total_loss": 0.3040467812679708} +{"data_time": 0.003695426999911433, "eta_seconds": 6708.730812116737, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07797369562075444, "fast_rcnn/fg_cls_accuracy": 0.9183202189531303, "iteration": 36979, "loss_box_reg": 0.1183047704398632, "loss_cls": 0.06308817118406296, "loss_rpn_cls": 0.007349173771217465, "loss_rpn_loc": 0.04102293215692043, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29424750650014175, "total_loss": 0.22943085769657046} +{"data_time": 0.0037825460003659828, "eta_seconds": 6703.206618003605, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07978168011390602, "fast_rcnn/fg_cls_accuracy": 0.9151162790697674, "iteration": 36999, "loss_box_reg": 0.12318067252635956, "loss_cls": 0.07142558321356773, "loss_rpn_cls": 0.006669178605079651, "loss_rpn_loc": 0.030179929919540882, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2916370454995558, "total_loss": 0.25028386362828314} +{"data_time": 0.003750774500076659, "eta_seconds": 6698.051332447085, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05197132616487455, "fast_rcnn/fg_cls_accuracy": 0.9341416626701975, "iteration": 37019, "loss_box_reg": 0.11791271716356277, "loss_cls": 0.07024230062961578, "loss_rpn_cls": 0.0054974788799881935, "loss_rpn_loc": 0.02911500632762909, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2920738254988464, "total_loss": 0.2464672711212188} +{"data_time": 0.003681346000121266, "eta_seconds": 6692.221870887079, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08056468297432154, "fast_rcnn/fg_cls_accuracy": 0.8994449943438914, "iteration": 37039, "loss_box_reg": 0.11410238593816757, "loss_cls": 0.08022569492459297, "loss_rpn_cls": 0.0047043547965586185, "loss_rpn_loc": 0.03192940540611744, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2926847095004632, "total_loss": 0.25844905129633844} +{"data_time": 0.0035692005012606387, "eta_seconds": 6686.3924093270725, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07905223945248202, "fast_rcnn/fg_cls_accuracy": 0.9131392093944153, "iteration": 37059, "loss_box_reg": 0.10598041117191315, "loss_cls": 0.06852826848626137, "loss_rpn_cls": 0.006195665104314685, "loss_rpn_loc": 0.03889242000877857, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.2912688780006647, "total_loss": 0.23918983805924654} +{"data_time": 0.003756289999728324, "eta_seconds": 6680.419010146688, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05286315247252747, "fast_rcnn/fg_cls_accuracy": 0.9432305975274725, "iteration": 37079, "loss_box_reg": 0.10013717040419579, "loss_cls": 0.06084359437227249, "loss_rpn_cls": 0.0083528864197433, "loss_rpn_loc": 0.022282380610704422, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2910411880002357, "total_loss": 0.1878811354690697} +{"data_time": 0.0038688300001012976, "eta_seconds": 6674.73348620706, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.0723996723996724, "fast_rcnn/fg_cls_accuracy": 0.9045548849490759, "iteration": 37099, "loss_box_reg": 0.1401006355881691, "loss_cls": 0.08812149614095688, "loss_rpn_cls": 0.01066815946251154, "loss_rpn_loc": 0.03733629733324051, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2928806480003914, "total_loss": 0.31703131552785635} +{"data_time": 0.0036340140004540444, "eta_seconds": 6669.734717368847, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.058626853813559324, "fast_rcnn/fg_cls_accuracy": 0.9272296348314606, "iteration": 37119, "loss_box_reg": 0.13243672996759415, "loss_cls": 0.08993731439113617, "loss_rpn_cls": 0.007237180136144161, "loss_rpn_loc": 0.01781665626913309, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2941567624993695, "total_loss": 0.25886496721068397} +{"data_time": 0.0037212580000414164, "eta_seconds": 6665.0395743709305, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05626086956521739, "fast_rcnn/fg_cls_accuracy": 0.9361789800271476, "iteration": 37139, "loss_box_reg": 0.13418176025152206, "loss_cls": 0.04956065118312836, "loss_rpn_cls": 0.007407366996631026, "loss_rpn_loc": 0.02550929505378008, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2938547780004228, "total_loss": 0.22720420092809945} +{"data_time": 0.0038022419994376833, "eta_seconds": 6660.013663532154, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0821392569124424, "fast_rcnn/fg_cls_accuracy": 0.9037660132736534, "iteration": 37159, "loss_box_reg": 0.12835190072655678, "loss_cls": 0.07706466317176819, "loss_rpn_cls": 0.009693990461528301, "loss_rpn_loc": 0.0414524357765913, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2928903635001916, "total_loss": 0.27842792170122266} +{"data_time": 0.003650454499620537, "eta_seconds": 6654.636933968595, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06466547192353644, "fast_rcnn/fg_cls_accuracy": 0.9252100840336135, "iteration": 37179, "loss_box_reg": 0.11375653743743896, "loss_cls": 0.0733056515455246, "loss_rpn_cls": 0.01017033401876688, "loss_rpn_loc": 0.02136340457946062, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.29473260949998803, "total_loss": 0.22514755179872736} +{"data_time": 0.0037978669997755787, "eta_seconds": 6648.326635789272, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04658564814814815, "fast_rcnn/fg_cls_accuracy": 0.9510076252723312, "iteration": 37199, "loss_box_reg": 0.0723106637597084, "loss_cls": 0.04210350103676319, "loss_rpn_cls": 0.00513721420429647, "loss_rpn_loc": 0.023690021596848965, "lr": 0.00025, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29073273349968076, "total_loss": 0.17820434202440083} +{"data_time": 0.0037327635000110604, "eta_seconds": 6643.502284174338, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0632209405501331, "fast_rcnn/fg_cls_accuracy": 0.9212484993997598, "iteration": 37219, "loss_box_reg": 0.13303415477275848, "loss_cls": 0.07746057584881783, "loss_rpn_cls": 0.008620274253189564, "loss_rpn_loc": 0.03217209875583649, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29521797750021506, "total_loss": 0.2880017436109483} +{"data_time": 0.0037788855006510857, "eta_seconds": 6641.930729614251, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04758273381294964, "fast_rcnn/fg_cls_accuracy": 0.9471672661870504, "iteration": 37239, "loss_box_reg": 0.10560212656855583, "loss_cls": 0.06186563894152641, "loss_rpn_cls": 0.008993636816740036, "loss_rpn_loc": 0.03042504843324423, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29739796300054877, "total_loss": 0.2228171224705875} +{"data_time": 0.0037971714991726913, "eta_seconds": 6638.301243094138, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08615056818181818, "fast_rcnn/fg_cls_accuracy": 0.9071132714887207, "iteration": 37259, "loss_box_reg": 0.12387001514434814, "loss_cls": 0.08602732792496681, "loss_rpn_cls": 0.008836064022034407, "loss_rpn_loc": 0.0323968306183815, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29386426949986344, "total_loss": 0.2842911214684136} +{"data_time": 0.0037924860007478856, "eta_seconds": 6632.203901759058, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0551948051948052, "fast_rcnn/fg_cls_accuracy": 0.9254046827576239, "iteration": 37279, "loss_box_reg": 0.1162024587392807, "loss_cls": 0.056841980665922165, "loss_rpn_cls": 0.009478604886680841, "loss_rpn_loc": 0.025491204112768173, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29072997299954295, "total_loss": 0.23787311231717467} +{"data_time": 0.003709852499923727, "eta_seconds": 6626.365694099059, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06302745637148204, "fast_rcnn/fg_cls_accuracy": 0.9369725436285179, "iteration": 37299, "loss_box_reg": 0.11546638235449791, "loss_cls": 0.06920205801725388, "loss_rpn_cls": 0.008353293407708406, "loss_rpn_loc": 0.05127799138426781, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29167147150019446, "total_loss": 0.24457614007405937} +{"data_time": 0.0038685800000166637, "eta_seconds": 6621.608358530793, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06986166007905138, "fast_rcnn/fg_cls_accuracy": 0.9161594832940008, "iteration": 37319, "loss_box_reg": 0.1382237747311592, "loss_cls": 0.07850576937198639, "loss_rpn_cls": 0.01185458991676569, "loss_rpn_loc": 0.035283880308270454, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.29426359299941396, "total_loss": 0.2800421416759491} +{"data_time": 0.0038377230002879514, "eta_seconds": 6615.852597860157, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07886996904024768, "fast_rcnn/fg_cls_accuracy": 0.9141447368421052, "iteration": 37339, "loss_box_reg": 0.12635312974452972, "loss_cls": 0.0594851803034544, "loss_rpn_cls": 0.008037749445065856, "loss_rpn_loc": 0.03244742192327976, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29308087750087, "total_loss": 0.2780849339906126} +{"data_time": 0.0036202129995217547, "eta_seconds": 6610.013363440157, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0856469355683604, "fast_rcnn/fg_cls_accuracy": 0.9072314101124996, "iteration": 37359, "loss_box_reg": 0.14159921556711197, "loss_cls": 0.0709710381925106, "loss_rpn_cls": 0.008464218582957983, "loss_rpn_loc": 0.04853926971554756, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 192.75, "rpn/num_pos_anchors": 63.25, "time": 0.2927474074995189, "total_loss": 0.28020959394052625} +{"data_time": 0.0037669454995921114, "eta_seconds": 6604.001979494587, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.05562919759632379, "fast_rcnn/fg_cls_accuracy": 0.9380679100908655, "iteration": 37379, "loss_box_reg": 0.11700215935707092, "loss_cls": 0.08277788758277893, "loss_rpn_cls": 0.009041196200996637, "loss_rpn_loc": 0.03677058592438698, "lr": 0.00025, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2922414695003681, "total_loss": 0.2689077346585691} +{"data_time": 0.0038472880005429033, "eta_seconds": 6598.162897284601, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05186323472915866, "fast_rcnn/fg_cls_accuracy": 0.9432799839282127, "iteration": 37399, "loss_box_reg": 0.11458627134561539, "loss_cls": 0.06413053162395954, "loss_rpn_cls": 0.007590318098664284, "loss_rpn_loc": 0.02925042435526848, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2901275810008883, "total_loss": 0.22473387932404876} +{"data_time": 0.003885085499859997, "eta_seconds": 6592.495660180157, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04615589252460761, "fast_rcnn/fg_cls_accuracy": 0.9472289902154155, "iteration": 37419, "loss_box_reg": 0.11382101848721504, "loss_cls": 0.05435444787144661, "loss_rpn_cls": 0.005780027247965336, "loss_rpn_loc": 0.016952556557953358, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.2929646575003062, "total_loss": 0.20050976239144802} +{"data_time": 0.003854038999634213, "eta_seconds": 6586.573393670842, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08775637638695423, "fast_rcnn/fg_cls_accuracy": 0.8888043958200461, "iteration": 37439, "loss_box_reg": 0.132280133664608, "loss_cls": 0.09545265883207321, "loss_rpn_cls": 0.011444899253547192, "loss_rpn_loc": 0.04140751622617245, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29220749199976126, "total_loss": 0.3193129119463265} +{"data_time": 0.00384357899929455, "eta_seconds": 6581.592815267377, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06594202898550725, "fast_rcnn/fg_cls_accuracy": 0.9305841924398626, "iteration": 37459, "loss_box_reg": 0.12025465443730354, "loss_cls": 0.0783250480890274, "loss_rpn_cls": 0.006107821362093091, "loss_rpn_loc": 0.03961031697690487, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29425829199954023, "total_loss": 0.24216512241400778} +{"data_time": 0.003740708500117762, "eta_seconds": 6574.616488402971, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.059621419171980966, "fast_rcnn/fg_cls_accuracy": 0.9346829394291618, "iteration": 37479, "loss_box_reg": 0.11964007094502449, "loss_cls": 0.06344814971089363, "loss_rpn_cls": 0.007370935287326574, "loss_rpn_loc": 0.031553130596876144, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2890331045000494, "total_loss": 0.2435717072803527} +{"data_time": 0.003868194999085972, "eta_seconds": 6568.777575002969, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06219818427660807, "fast_rcnn/fg_cls_accuracy": 0.932065868263473, "iteration": 37499, "loss_box_reg": 0.12066274881362915, "loss_cls": 0.0712912417948246, "loss_rpn_cls": 0.005860393401235342, "loss_rpn_loc": 0.030055703595280647, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2921359834999748, "total_loss": 0.2364130715141073} +{"data_time": 0.003997239999989688, "eta_seconds": 6563.128404024683, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.061787234042553194, "fast_rcnn/fg_cls_accuracy": 0.9274703196347032, "iteration": 37519, "loss_box_reg": 0.11194680258631706, "loss_cls": 0.06928141415119171, "loss_rpn_cls": 0.005146710900589824, "loss_rpn_loc": 0.029097257182002068, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2925667589997829, "total_loss": 0.23961103707551956} +{"data_time": 0.0037238979994071997, "eta_seconds": 6556.845029350534, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07064052083739425, "fast_rcnn/fg_cls_accuracy": 0.9278786060696965, "iteration": 37539, "loss_box_reg": 0.1140880361199379, "loss_cls": 0.06374294497072697, "loss_rpn_cls": 0.005626255180686712, "loss_rpn_loc": 0.029357044026255608, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2911763735000932, "total_loss": 0.21740753523772582} +{"data_time": 0.0038500740010931622, "eta_seconds": 6551.372922591108, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07384672619047619, "fast_rcnn/fg_cls_accuracy": 0.9146070075757575, "iteration": 37559, "loss_box_reg": 0.11265835911035538, "loss_cls": 0.06916540861129761, "loss_rpn_cls": 0.009661908727139235, "loss_rpn_loc": 0.02638513781130314, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29297764800048753, "total_loss": 0.24547915626317263} +{"data_time": 0.0037759105007353355, "eta_seconds": 6544.268905642821, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07033967076281011, "fast_rcnn/fg_cls_accuracy": 0.9185550660792952, "iteration": 37579, "loss_box_reg": 0.13546133041381836, "loss_cls": 0.061966871842741966, "loss_rpn_cls": 0.009425966069102287, "loss_rpn_loc": 0.038360968232154846, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28967809949972434, "total_loss": 0.2689738613553345} +{"data_time": 0.0036467940008151345, "eta_seconds": 6537.179924827069, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07501172058134084, "fast_rcnn/fg_cls_accuracy": 0.910998910998911, "iteration": 37599, "loss_box_reg": 0.12178649008274078, "loss_cls": 0.07214652001857758, "loss_rpn_cls": 0.01042676717042923, "loss_rpn_loc": 0.027211184613406658, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2902146594997248, "total_loss": 0.24670459143817425} +{"data_time": 0.003925287000129174, "eta_seconds": 6530.017981251622, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05897185006774047, "fast_rcnn/fg_cls_accuracy": 0.9344564065376249, "iteration": 37619, "loss_box_reg": 0.13285578042268753, "loss_cls": 0.09312889352440834, "loss_rpn_cls": 0.010014106053858995, "loss_rpn_loc": 0.02603063825517893, "lr": 0.00025, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.29015277400048944, "total_loss": 0.2587244678288698} +{"data_time": 0.0038546389996554353, "eta_seconds": 6523.648519179369, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06796248328877005, "fast_rcnn/fg_cls_accuracy": 0.9256210321119043, "iteration": 37639, "loss_box_reg": 0.11318940669298172, "loss_cls": 0.07576162368059158, "loss_rpn_cls": 0.010631960351020098, "loss_rpn_loc": 0.03436959907412529, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2886717410001438, "total_loss": 0.260167830158025} +{"data_time": 0.003716432499459188, "eta_seconds": 6517.657703349978, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.05965320910973085, "fast_rcnn/fg_cls_accuracy": 0.9298029556650247, "iteration": 37659, "loss_box_reg": 0.1377074345946312, "loss_cls": 0.086257454007864, "loss_rpn_cls": 0.006810002028942108, "loss_rpn_loc": 0.03251200634986162, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2895437855004275, "total_loss": 0.2576905938331038} +{"data_time": 0.003731913499905204, "eta_seconds": 6511.97830715937, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05591517857142857, "fast_rcnn/fg_cls_accuracy": 0.9421316964285714, "iteration": 37679, "loss_box_reg": 0.10750603675842285, "loss_cls": 0.05734747648239136, "loss_rpn_cls": 0.006987717235460877, "loss_rpn_loc": 0.04122273996472359, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2918190420004976, "total_loss": 0.23636451293714345} +{"data_time": 0.0037994710000930354, "eta_seconds": 6507.691356344367, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0666895771003477, "fast_rcnn/fg_cls_accuracy": 0.9317608720952788, "iteration": 37699, "loss_box_reg": 0.10763241350650787, "loss_cls": 0.05917228199541569, "loss_rpn_cls": 0.00993499718606472, "loss_rpn_loc": 0.032478559762239456, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.29288426650055044, "total_loss": 0.21530611347407103} +{"data_time": 0.0038746999998693354, "eta_seconds": 6501.92337286946, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.053512304250559285, "fast_rcnn/fg_cls_accuracy": 0.938426108698513, "iteration": 37719, "loss_box_reg": 0.11426568031311035, "loss_cls": 0.04754035547375679, "loss_rpn_cls": 0.004758661380037665, "loss_rpn_loc": 0.02713740710169077, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2936294459987039, "total_loss": 0.1948867404134944} +{"data_time": 0.003837313000076392, "eta_seconds": 6497.052633769454, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07665143331948483, "fast_rcnn/fg_cls_accuracy": 0.9169969051932367, "iteration": 37739, "loss_box_reg": 0.11735424771904945, "loss_cls": 0.07534947246313095, "loss_rpn_cls": 0.00720660574734211, "loss_rpn_loc": 0.0265417518094182, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2936538764997749, "total_loss": 0.23224478808697313} +{"data_time": 0.0038263629994617077, "eta_seconds": 6495.210125600861, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.05806511976047904, "fast_rcnn/fg_cls_accuracy": 0.9260838323353293, "iteration": 37759, "loss_box_reg": 0.1107282042503357, "loss_cls": 0.07369185984134674, "loss_rpn_cls": 0.004667758941650391, "loss_rpn_loc": 0.024617801420390606, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29290214699904027, "total_loss": 0.24149913201108575} +{"data_time": 0.003858684000078938, "eta_seconds": 6490.16095232837, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07156862745098039, "fast_rcnn/fg_cls_accuracy": 0.9042682926829269, "iteration": 37779, "loss_box_reg": 0.1065310426056385, "loss_cls": 0.07434557750821114, "loss_rpn_cls": 0.00774595863185823, "loss_rpn_loc": 0.02450393419712782, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.29297851050068857, "total_loss": 0.22672721091657877} +{"data_time": 0.0036736110005222145, "eta_seconds": 6481.142236803862, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05887076847047196, "fast_rcnn/fg_cls_accuracy": 0.9384340480831709, "iteration": 37799, "loss_box_reg": 0.10219933092594147, "loss_cls": 0.05707566440105438, "loss_rpn_cls": 0.006033382145687938, "loss_rpn_loc": 0.02253269124776125, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.29055001249980705, "total_loss": 0.1968417780008167} +{"data_time": 0.0037867805003770627, "eta_seconds": 6475.303369923859, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06800439802089059, "fast_rcnn/fg_cls_accuracy": 0.907397504456328, "iteration": 37819, "loss_box_reg": 0.13537337630987167, "loss_cls": 0.07701348140835762, "loss_rpn_cls": 0.008981989696621895, "loss_rpn_loc": 0.053891271352767944, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2914312039993092, "total_loss": 0.2631855544168502} +{"data_time": 0.003814257499470841, "eta_seconds": 6472.976597126617, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.06934745328218092, "fast_rcnn/fg_cls_accuracy": 0.9066374620445344, "iteration": 37839, "loss_box_reg": 0.1508297547698021, "loss_cls": 0.09043635427951813, "loss_rpn_cls": 0.0068079817574471235, "loss_rpn_loc": 0.027772040106356144, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2929378734997954, "total_loss": 0.28594236145727336} +{"data_time": 0.00396411849942524, "eta_seconds": 6468.303596747082, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.04669331395348837, "fast_rcnn/fg_cls_accuracy": 0.9332491832491833, "iteration": 37859, "loss_box_reg": 0.11537160724401474, "loss_cls": 0.0569570567458868, "loss_rpn_cls": 0.007056886795908213, "loss_rpn_loc": 0.028271530754864216, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2940873224997631, "total_loss": 0.20575241331243888} +{"data_time": 0.003874424999594339, "eta_seconds": 6463.991097465405, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06583333333333333, "fast_rcnn/fg_cls_accuracy": 0.9282142857142857, "iteration": 37879, "loss_box_reg": 0.12525129690766335, "loss_cls": 0.0800539143383503, "loss_rpn_cls": 0.005166798131540418, "loss_rpn_loc": 0.03007091674953699, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2930190520000906, "total_loss": 0.2412388634402305} +{"data_time": 0.0038016965008864645, "eta_seconds": 6458.531591859537, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08715064572805159, "fast_rcnn/fg_cls_accuracy": 0.9074866310160428, "iteration": 37899, "loss_box_reg": 0.1294449269771576, "loss_cls": 0.07517972588539124, "loss_rpn_cls": 0.008838072884827852, "loss_rpn_loc": 0.027094431221485138, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29181858699939767, "total_loss": 0.26574544748291373} +{"data_time": 0.003817936999439553, "eta_seconds": 6453.415020484244, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06729323308270677, "fast_rcnn/fg_cls_accuracy": 0.9231607299579336, "iteration": 37919, "loss_box_reg": 0.10690641030669212, "loss_cls": 0.07301366701722145, "loss_rpn_cls": 0.006902947789058089, "loss_rpn_loc": 0.04915917105972767, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2933538679999401, "total_loss": 0.2496644537895918} +{"data_time": 0.0038392784999814467, "eta_seconds": 6447.833241104272, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06309713375796178, "fast_rcnn/fg_cls_accuracy": 0.9273487261146497, "iteration": 37939, "loss_box_reg": 0.14199188351631165, "loss_cls": 0.08642026409506798, "loss_rpn_cls": 0.009059485048055649, "loss_rpn_loc": 0.03273295238614082, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 189.5, "rpn/num_pos_anchors": 66.5, "time": 0.2935545925001861, "total_loss": 0.28383692097850144} +{"data_time": 0.003729723500327964, "eta_seconds": 6442.528114520137, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06077348066298342, "fast_rcnn/fg_cls_accuracy": 0.93549794885223, "iteration": 37959, "loss_box_reg": 0.11341900005936623, "loss_cls": 0.04625305347144604, "loss_rpn_cls": 0.004280882189050317, "loss_rpn_loc": 0.029979354701936245, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2918201019992921, "total_loss": 0.18893437221413478} +{"data_time": 0.0037645899992639897, "eta_seconds": 6435.417577902754, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07119228603603603, "fast_rcnn/fg_cls_accuracy": 0.9243032094594594, "iteration": 37979, "loss_box_reg": 0.12409665435552597, "loss_cls": 0.06339176185429096, "loss_rpn_cls": 0.009318792261183262, "loss_rpn_loc": 0.030309094116091728, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29025774450019526, "total_loss": 0.22358551970683038} +{"data_time": 0.00378861599983793, "eta_seconds": 6429.749711014665, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07944163962014666, "fast_rcnn/fg_cls_accuracy": 0.8973325923867741, "iteration": 37999, "loss_box_reg": 0.12753991782665253, "loss_cls": 0.09253651276230812, "loss_rpn_cls": 0.005752967670559883, "loss_rpn_loc": 0.024929776787757874, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29254891549953754, "total_loss": 0.2452486202819273} +{"data_time": 0.0037604389999614796, "eta_seconds": 6423.462642039485, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.03657839588493046, "fast_rcnn/fg_cls_accuracy": 0.9520384835206706, "iteration": 38019, "loss_box_reg": 0.11738426238298416, "loss_cls": 0.05921606160700321, "loss_rpn_cls": 0.006199762225151062, "loss_rpn_loc": 0.02568965870887041, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29018240999994305, "total_loss": 0.2177904942072928} +{"data_time": 0.0037734810002802988, "eta_seconds": 6417.315779228047, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06670827963917525, "fast_rcnn/fg_cls_accuracy": 0.9313385953608248, "iteration": 38039, "loss_box_reg": 0.10815348476171494, "loss_cls": 0.058952588587999344, "loss_rpn_cls": 0.011317441239953041, "loss_rpn_loc": 0.05423963628709316, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.2905265215003965, "total_loss": 0.2487943561282009} +{"data_time": 0.0037688749998778803, "eta_seconds": 6411.772992099468, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06255501760563381, "fast_rcnn/fg_cls_accuracy": 0.9222355409050045, "iteration": 38059, "loss_box_reg": 0.11054377630352974, "loss_cls": 0.05915198102593422, "loss_rpn_cls": 0.009272564202547073, "loss_rpn_loc": 0.020891433581709862, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2922770175000551, "total_loss": 0.24453578563407063} +{"data_time": 0.0037009315001341747, "eta_seconds": 6405.928167129459, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06798245614035087, "fast_rcnn/fg_cls_accuracy": 0.9260799404170805, "iteration": 38079, "loss_box_reg": 0.1031404435634613, "loss_cls": 0.05334119684994221, "loss_rpn_cls": 0.0127262519672513, "loss_rpn_loc": 0.0515176709741354, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2905058309997912, "total_loss": 0.23763306438922882} +{"data_time": 0.00375954449918936, "eta_seconds": 6400.1973535488105, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0890909090909091, "fast_rcnn/fg_cls_accuracy": 0.9067193675889328, "iteration": 38099, "loss_box_reg": 0.1251842901110649, "loss_cls": 0.0864429697394371, "loss_rpn_cls": 0.008445379789918661, "loss_rpn_loc": 0.03280639834702015, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2929906560002564, "total_loss": 0.27294193021953106} +{"data_time": 0.003759753999474924, "eta_seconds": 6394.238517189442, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06748883928571428, "fast_rcnn/fg_cls_accuracy": 0.924978354978355, "iteration": 38119, "loss_box_reg": 0.11787181347608566, "loss_cls": 0.06328597478568554, "loss_rpn_cls": 0.0072381747886538506, "loss_rpn_loc": 0.033696386963129044, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2936376110010315, "total_loss": 0.22926607495173812} +{"data_time": 0.00382170750071964, "eta_seconds": 6387.480829525975, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06303630363036303, "fast_rcnn/fg_cls_accuracy": 0.9286541889483066, "iteration": 38139, "loss_box_reg": 0.12716401368379593, "loss_cls": 0.07894790545105934, "loss_rpn_cls": 0.007805345579981804, "loss_rpn_loc": 0.03830244764685631, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2917348379996838, "total_loss": 0.25764974928461015} +{"data_time": 0.0036232584998288075, "eta_seconds": 6381.094192199089, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08182736405328675, "fast_rcnn/fg_cls_accuracy": 0.9160979471500328, "iteration": 38159, "loss_box_reg": 0.11832722648978233, "loss_cls": 0.07968996092677116, "loss_rpn_cls": 0.009226908907294273, "loss_rpn_loc": 0.05556471459567547, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29172135800035903, "total_loss": 0.26242923084646463} +{"data_time": 0.003732143500201346, "eta_seconds": 6372.040704605861, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08536307762349192, "fast_rcnn/fg_cls_accuracy": 0.9080665521594271, "iteration": 38179, "loss_box_reg": 0.10657689720392227, "loss_cls": 0.07263902202248573, "loss_rpn_cls": 0.011024042963981628, "loss_rpn_loc": 0.030719253234565258, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29159705649999523, "total_loss": 0.26583659928292036} +{"data_time": 0.0037905165008851327, "eta_seconds": 6365.908600796138, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.048966756513926325, "fast_rcnn/fg_cls_accuracy": 0.9444015444015443, "iteration": 38199, "loss_box_reg": 0.07895177230238914, "loss_cls": 0.048551056534051895, "loss_rpn_cls": 0.005779420956969261, "loss_rpn_loc": 0.02209367323666811, "lr": 0.00025, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.29025028350042703, "total_loss": 0.1631063265958801} +{"data_time": 0.003744553999240452, "eta_seconds": 6358.526032323789, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08243574334319527, "fast_rcnn/fg_cls_accuracy": 0.8984353460159912, "iteration": 38219, "loss_box_reg": 0.12903618812561035, "loss_cls": 0.0785563699901104, "loss_rpn_cls": 0.005948464386165142, "loss_rpn_loc": 0.02910367026925087, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2912035580002339, "total_loss": 0.2400133615010418} +{"data_time": 0.0040075614997476805, "eta_seconds": 6349.289548170054, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04341692789968652, "fast_rcnn/fg_cls_accuracy": 0.9497957182546168, "iteration": 38239, "loss_box_reg": 0.09315074235200882, "loss_cls": 0.052942005917429924, "loss_rpn_cls": 0.00647529074922204, "loss_rpn_loc": 0.02510352712124586, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2898737115001495, "total_loss": 0.18933375435881317} +{"data_time": 0.003916977499102359, "eta_seconds": 6341.407037429799, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06690834228428214, "fast_rcnn/fg_cls_accuracy": 0.9163086287146438, "iteration": 38259, "loss_box_reg": 0.12336153537034988, "loss_cls": 0.07800252735614777, "loss_rpn_cls": 0.006551593774929643, "loss_rpn_loc": 0.0415906123816967, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2899207335003666, "total_loss": 0.24665474647190422} +{"data_time": 0.0038722299996152287, "eta_seconds": 6336.894860028588, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.06450555788590603, "fast_rcnn/fg_cls_accuracy": 0.9066910282258065, "iteration": 38279, "loss_box_reg": 0.14749883860349655, "loss_cls": 0.09376298263669014, "loss_rpn_cls": 0.012895151507109404, "loss_rpn_loc": 0.047102516517043114, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29228549800063774, "total_loss": 0.29354770109057426} +{"data_time": 0.003888265499881527, "eta_seconds": 6330.04800854651, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04702240566037736, "fast_rcnn/fg_cls_accuracy": 0.9443543632075472, "iteration": 38299, "loss_box_reg": 0.08545965701341629, "loss_cls": 0.04931645654141903, "loss_rpn_cls": 0.009603740181773901, "loss_rpn_loc": 0.021776970475912094, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2883439199995337, "total_loss": 0.1909127973485738} +{"data_time": 0.003786576500715455, "eta_seconds": 6322.787860903045, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05031060664161362, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 38319, "loss_box_reg": 0.12599507719278336, "loss_cls": 0.06689411401748657, "loss_rpn_cls": 0.007051405962556601, "loss_rpn_loc": 0.02595607005059719, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2905872539995471, "total_loss": 0.23951484635472298} +{"data_time": 0.0038031770000088727, "eta_seconds": 6316.304266924744, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05042108320023232, "fast_rcnn/fg_cls_accuracy": 0.9393243519085528, "iteration": 38339, "loss_box_reg": 0.12033407017588615, "loss_cls": 0.058978838846087456, "loss_rpn_cls": 0.007217051927000284, "loss_rpn_loc": 0.026873508468270302, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2903198069998325, "total_loss": 0.23344974336214364} +{"data_time": 0.00406326850043115, "eta_seconds": 6309.511243320048, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05369154388212684, "fast_rcnn/fg_cls_accuracy": 0.9319388214125056, "iteration": 38359, "loss_box_reg": 0.1396709531545639, "loss_cls": 0.0622904896736145, "loss_rpn_cls": 0.008420527912676334, "loss_rpn_loc": 0.05595778673887253, "lr": 0.00025, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2896518159996049, "total_loss": 0.26826370853814296} +{"data_time": 0.0037474290002137423, "eta_seconds": 6302.670248060385, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06266443434585028, "fast_rcnn/fg_cls_accuracy": 0.9373355656541498, "iteration": 38379, "loss_box_reg": 0.12209085747599602, "loss_cls": 0.06721621006727219, "loss_rpn_cls": 0.006652044365182519, "loss_rpn_loc": 0.04587932303547859, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29011645300033706, "total_loss": 0.23368298716377467} +{"data_time": 0.003811317000327108, "eta_seconds": 6296.839840800385, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06779877425944841, "fast_rcnn/fg_cls_accuracy": 0.9111201298701299, "iteration": 38399, "loss_box_reg": 0.12537995725870132, "loss_cls": 0.08260856196284294, "loss_rpn_cls": 0.005905048456043005, "loss_rpn_loc": 0.030702492222189903, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29109659799905785, "total_loss": 0.24802515981718898} +{"data_time": 0.0038393585000449093, "eta_seconds": 6290.543704754582, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.047432306255835666, "fast_rcnn/fg_cls_accuracy": 0.9459010270774977, "iteration": 38419, "loss_box_reg": 0.09542616829276085, "loss_cls": 0.06067979335784912, "loss_rpn_cls": 0.008071935269981623, "loss_rpn_loc": 0.026299153454601765, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29035852349989, "total_loss": 0.1910594324581325} +{"data_time": 0.0038014219999240595, "eta_seconds": 6283.515920234095, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07378285944206009, "fast_rcnn/fg_cls_accuracy": 0.9142384572072072, "iteration": 38439, "loss_box_reg": 0.13950471580028534, "loss_cls": 0.061571696773171425, "loss_rpn_cls": 0.008975604549050331, "loss_rpn_loc": 0.029040180146694183, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29074147699975583, "total_loss": 0.25878039957024157} +{"data_time": 0.004015786000309163, "eta_seconds": 6275.955595152736, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07197765994163974, "fast_rcnn/fg_cls_accuracy": 0.9093469109113665, "iteration": 38459, "loss_box_reg": 0.1116776093840599, "loss_cls": 0.07564915344119072, "loss_rpn_cls": 0.007801934145390987, "loss_rpn_loc": 0.025628700852394104, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.28987544649953634, "total_loss": 0.22793366806581616} +{"data_time": 0.004089545000169892, "eta_seconds": 6272.137434756805, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.09512061403508772, "fast_rcnn/fg_cls_accuracy": 0.8999746266492679, "iteration": 38479, "loss_box_reg": 0.14832545071840286, "loss_cls": 0.09026403725147247, "loss_rpn_cls": 0.009881542064249516, "loss_rpn_loc": 0.03750969283282757, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.29267084149978473, "total_loss": 0.2918055357877165} +{"data_time": 0.004032382000332291, "eta_seconds": 6266.777429997546, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.047975149562816385, "fast_rcnn/fg_cls_accuracy": 0.945523268884892, "iteration": 38499, "loss_box_reg": 0.10355420038104057, "loss_cls": 0.05949830077588558, "loss_rpn_cls": 0.0046464065089821815, "loss_rpn_loc": 0.032754771411418915, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2938126144999842, "total_loss": 0.2136506795650348} +{"data_time": 0.0041124259996649926, "eta_seconds": 6260.0003653256135, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04633520906047439, "fast_rcnn/fg_cls_accuracy": 0.9500902920480727, "iteration": 38519, "loss_box_reg": 0.09526404365897179, "loss_cls": 0.04511038213968277, "loss_rpn_cls": 0.00670258654281497, "loss_rpn_loc": 0.027515510097146034, "lr": 0.00025, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.28947412300112774, "total_loss": 0.1708889853907749} +{"data_time": 0.004016051000689913, "eta_seconds": 6253.223434111878, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06909942976994166, "fast_rcnn/fg_cls_accuracy": 0.9306490417105939, "iteration": 38539, "loss_box_reg": 0.11677636206150055, "loss_cls": 0.0544123649597168, "loss_rpn_cls": 0.00945376930758357, "loss_rpn_loc": 0.0385979525744915, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2881818119994932, "total_loss": 0.24797059572301805} +{"data_time": 0.0037972015006744186, "eta_seconds": 6246.593204824894, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0731831664812755, "fast_rcnn/fg_cls_accuracy": 0.9219734890619207, "iteration": 38559, "loss_box_reg": 0.1122627966105938, "loss_cls": 0.07834530249238014, "loss_rpn_cls": 0.008381957188248634, "loss_rpn_loc": 0.02494910452514887, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29279600700010633, "total_loss": 0.24702156148850918} +{"data_time": 0.0039004264999675797, "eta_seconds": 6242.127249977784, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.09971742021276596, "fast_rcnn/fg_cls_accuracy": 0.8935298221137077, "iteration": 38579, "loss_box_reg": 0.12192095816135406, "loss_cls": 0.08118469640612602, "loss_rpn_cls": 0.01061135996133089, "loss_rpn_loc": 0.03688517212867737, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2917942199992467, "total_loss": 0.26434711506590247} +{"data_time": 0.00380300150027324, "eta_seconds": 6236.472615610546, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07449825816197553, "fast_rcnn/fg_cls_accuracy": 0.9090885901589164, "iteration": 38599, "loss_box_reg": 0.12116295844316483, "loss_cls": 0.07669766619801521, "loss_rpn_cls": 0.010446460917592049, "loss_rpn_loc": 0.030010593123733997, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2914915259998452, "total_loss": 0.24699264019727707} +{"data_time": 0.0037309179997464526, "eta_seconds": 6230.856974425587, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06767069903385564, "fast_rcnn/fg_cls_accuracy": 0.9270124297129327, "iteration": 38619, "loss_box_reg": 0.12069686502218246, "loss_cls": 0.06227211467921734, "loss_rpn_cls": 0.006237429333850741, "loss_rpn_loc": 0.029813263565301895, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29061466599978303, "total_loss": 0.2586651185993105} +{"data_time": 0.0037879960000282153, "eta_seconds": 6225.028296245582, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04407684838396449, "fast_rcnn/fg_cls_accuracy": 0.9376875110300606, "iteration": 38639, "loss_box_reg": 0.09893342480063438, "loss_cls": 0.0549626499414444, "loss_rpn_cls": 0.00835933955386281, "loss_rpn_loc": 0.023376328870654106, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29095270699963294, "total_loss": 0.19255716539919376} +{"data_time": 0.0037957764998282073, "eta_seconds": 6220.1409467975645, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.051822343061674006, "fast_rcnn/fg_cls_accuracy": 0.9271992637966238, "iteration": 38659, "loss_box_reg": 0.11642297729849815, "loss_cls": 0.0677594393491745, "loss_rpn_cls": 0.006060812389478087, "loss_rpn_loc": 0.029183460399508476, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29100368299987167, "total_loss": 0.20560037065297365} +{"data_time": 0.0036907064995830297, "eta_seconds": 6214.1365730496545, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0630965005302227, "fast_rcnn/fg_cls_accuracy": 0.9307043537725097, "iteration": 38679, "loss_box_reg": 0.12699028849601746, "loss_cls": 0.06219949945807457, "loss_rpn_cls": 0.009149565827101469, "loss_rpn_loc": 0.0447942391037941, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 193.25, "rpn/num_pos_anchors": 62.75, "time": 0.2913759104994824, "total_loss": 0.26370027009397745} +{"data_time": 0.0038195525003175135, "eta_seconds": 6207.253092902829, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05845793152260462, "fast_rcnn/fg_cls_accuracy": 0.9350585704040162, "iteration": 38699, "loss_box_reg": 0.1023205891251564, "loss_cls": 0.07377342134714127, "loss_rpn_cls": 0.008791120257228613, "loss_rpn_loc": 0.02437149453908205, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.291065651500503, "total_loss": 0.22272345493547618} +{"data_time": 0.00366184050017182, "eta_seconds": 6200.773284151946, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06981821874682645, "fast_rcnn/fg_cls_accuracy": 0.9211936773255813, "iteration": 38719, "loss_box_reg": 0.107445627450943, "loss_cls": 0.0663939081132412, "loss_rpn_cls": 0.007112666266039014, "loss_rpn_loc": 0.0315801165997982, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29225244200006273, "total_loss": 0.21151687274686992} +{"data_time": 0.0037754999993921956, "eta_seconds": 6193.160946582084, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08847337436446348, "fast_rcnn/fg_cls_accuracy": 0.905097956604171, "iteration": 38739, "loss_box_reg": 0.12192763015627861, "loss_cls": 0.07538419589400291, "loss_rpn_cls": 0.010526503901928663, "loss_rpn_loc": 0.03690406307578087, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2898592560004545, "total_loss": 0.24789051478728652} +{"data_time": 0.0037805859992658952, "eta_seconds": 6186.725009288748, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.053013392857142856, "fast_rcnn/fg_cls_accuracy": 0.9358114919354839, "iteration": 38759, "loss_box_reg": 0.09203525260090828, "loss_cls": 0.05585484392940998, "loss_rpn_cls": 0.005892056273296475, "loss_rpn_loc": 0.04781784303486347, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 193.25, "rpn/num_pos_anchors": 62.75, "time": 0.29091492499992455, "total_loss": 0.21116268006153405} +{"data_time": 0.0036939069996151375, "eta_seconds": 6179.200297551033, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.08009721702900485, "fast_rcnn/fg_cls_accuracy": 0.9156232988568318, "iteration": 38779, "loss_box_reg": 0.10913071781396866, "loss_cls": 0.06534817069768906, "loss_rpn_cls": 0.006012722849845886, "loss_rpn_loc": 0.023144959472119808, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2898393244995532, "total_loss": 0.22387786488980055} +{"data_time": 0.003833518000647018, "eta_seconds": 6173.376357591042, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0704636621047664, "fast_rcnn/fg_cls_accuracy": 0.9117270551566761, "iteration": 38799, "loss_box_reg": 0.1036597341299057, "loss_cls": 0.060295989736914635, "loss_rpn_cls": 0.010823565535247326, "loss_rpn_loc": 0.023832925595343113, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29155727999932424, "total_loss": 0.2280375435948372} +{"data_time": 0.0038527335009348462, "eta_seconds": 6167.473839833729, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06909814323607427, "fast_rcnn/fg_cls_accuracy": 0.9255713712910987, "iteration": 38819, "loss_box_reg": 0.1362287774682045, "loss_cls": 0.07888403907418251, "loss_rpn_cls": 0.009769236668944359, "loss_rpn_loc": 0.026373598724603653, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2909289859999262, "total_loss": 0.26424660740303807} +{"data_time": 0.003755659500711772, "eta_seconds": 6160.838562145946, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05989956958393113, "fast_rcnn/fg_cls_accuracy": 0.9298740319419004, "iteration": 38839, "loss_box_reg": 0.12029508501291275, "loss_cls": 0.058301810175180435, "loss_rpn_cls": 0.010645641013979912, "loss_rpn_loc": 0.027337556704878807, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2918012110012569, "total_loss": 0.2606497360393405} +{"data_time": 0.0038166425001691096, "eta_seconds": 6155.01546331594, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07077266812345012, "fast_rcnn/fg_cls_accuracy": 0.9170861057231947, "iteration": 38859, "loss_box_reg": 0.12472282350063324, "loss_cls": 0.07588673382997513, "loss_rpn_cls": 0.008444048929959536, "loss_rpn_loc": 0.023823747411370277, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29196806849904533, "total_loss": 0.24119929550215602} +{"data_time": 0.0038372729995899135, "eta_seconds": 6148.92960000434, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07444747416762343, "fast_rcnn/fg_cls_accuracy": 0.9255525258323766, "iteration": 38879, "loss_box_reg": 0.1130267083644867, "loss_cls": 0.06535735353827477, "loss_rpn_cls": 0.006138211814686656, "loss_rpn_loc": 0.03737113066017628, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2920462675001545, "total_loss": 0.2238742132904008} +{"data_time": 0.0039169669998955214, "eta_seconds": 6143.823453695495, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0604773395920796, "fast_rcnn/fg_cls_accuracy": 0.9288235431616839, "iteration": 38899, "loss_box_reg": 0.12082963809370995, "loss_cls": 0.07670248299837112, "loss_rpn_cls": 0.008750757202506065, "loss_rpn_loc": 0.028712397441267967, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2938791675005632, "total_loss": 0.2457589441910386} +{"data_time": 0.003729877999830933, "eta_seconds": 6137.546166825923, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06005658436213992, "fast_rcnn/fg_cls_accuracy": 0.9212068965517242, "iteration": 38919, "loss_box_reg": 0.13734465837478638, "loss_cls": 0.08755231276154518, "loss_rpn_cls": 0.004716705298051238, "loss_rpn_loc": 0.033294196240603924, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29217702349887986, "total_loss": 0.292223748692777} +{"data_time": 0.0038117674994282424, "eta_seconds": 6130.728972822926, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.05166141159349988, "fast_rcnn/fg_cls_accuracy": 0.9321044546850998, "iteration": 38939, "loss_box_reg": 0.12137527391314507, "loss_cls": 0.06967394426465034, "loss_rpn_cls": 0.00758780213072896, "loss_rpn_loc": 0.042815787717700005, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 192.0, "rpn/num_pos_anchors": 64.0, "time": 0.29216649849968235, "total_loss": 0.24960185075178742} +{"data_time": 0.0038517944994964637, "eta_seconds": 6124.906818052914, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05180381633870006, "fast_rcnn/fg_cls_accuracy": 0.9454790823211876, "iteration": 38959, "loss_box_reg": 0.10476445034146309, "loss_cls": 0.05275505222380161, "loss_rpn_cls": 0.005266898078843951, "loss_rpn_loc": 0.01892533339560032, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29368033850005304, "total_loss": 0.206706786993891} +{"data_time": 0.0038961159998507355, "eta_seconds": 6119.7119315891905, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04920014880952381, "fast_rcnn/fg_cls_accuracy": 0.9445102311481621, "iteration": 38979, "loss_box_reg": 0.10355645790696144, "loss_cls": 0.0583163108676672, "loss_rpn_cls": 0.005743626970797777, "loss_rpn_loc": 0.024013004265725613, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.2898972169996341, "total_loss": 0.20099950372241437} +{"data_time": 0.00373614850013837, "eta_seconds": 6113.005878009972, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07039641943734015, "fast_rcnn/fg_cls_accuracy": 0.9209134615384615, "iteration": 38999, "loss_box_reg": 0.09830966591835022, "loss_cls": 0.05949753150343895, "loss_rpn_cls": 0.009482547640800476, "loss_rpn_loc": 0.04193846322596073, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.28987963649979065, "total_loss": 0.23145680082961917} +{"data_time": 0.003681455998957972, "eta_seconds": 6107.258551553077, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07953826691967109, "fast_rcnn/fg_cls_accuracy": 0.9184456040480709, "iteration": 39019, "loss_box_reg": 0.1154012493789196, "loss_cls": 0.06336852721869946, "loss_rpn_cls": 0.01103263022378087, "loss_rpn_loc": 0.038769178092479706, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.29033859799983475, "total_loss": 0.2545418138615787} +{"data_time": 0.0037663504999727593, "eta_seconds": 6101.618198972865, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0503724813759312, "fast_rcnn/fg_cls_accuracy": 0.9386935611897091, "iteration": 39039, "loss_box_reg": 0.11326540261507034, "loss_cls": 0.0725242868065834, "loss_rpn_cls": 0.005391056649386883, "loss_rpn_loc": 0.02789364755153656, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29159500649893744, "total_loss": 0.22056222724495456} +{"data_time": 0.00366027999916696, "eta_seconds": 6095.540146929943, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.043961352657004835, "fast_rcnn/fg_cls_accuracy": 0.9400098586920802, "iteration": 39059, "loss_box_reg": 0.12165675684809685, "loss_cls": 0.056757938116788864, "loss_rpn_cls": 0.008242882788181305, "loss_rpn_loc": 0.03248094581067562, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2908967940002185, "total_loss": 0.24371964042074978} +{"data_time": 0.003781564999371767, "eta_seconds": 6089.97388943284, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05572675911658963, "fast_rcnn/fg_cls_accuracy": 0.9383143087743573, "iteration": 39079, "loss_box_reg": 0.10226159915328026, "loss_cls": 0.05548075959086418, "loss_rpn_cls": 0.0034137857146561146, "loss_rpn_loc": 0.0254546282812953, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29125844549980684, "total_loss": 0.19746327947359532} +{"data_time": 0.003779900500376243, "eta_seconds": 6083.5861597468465, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0710691823899371, "fast_rcnn/fg_cls_accuracy": 0.925805817610063, "iteration": 39099, "loss_box_reg": 0.1453513652086258, "loss_cls": 0.08161184191703796, "loss_rpn_cls": 0.009272932074964046, "loss_rpn_loc": 0.042719678953289986, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2908833980000054, "total_loss": 0.28187588637229055} +{"data_time": 0.003651609500593622, "eta_seconds": 6076.740225609756, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07967541881443299, "fast_rcnn/fg_cls_accuracy": 0.9145646606914213, "iteration": 39119, "loss_box_reg": 0.16039004921913147, "loss_cls": 0.09215919300913811, "loss_rpn_cls": 0.011328030843287706, "loss_rpn_loc": 0.0399211049079895, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2918513829990843, "total_loss": 0.32405788684263825} +{"data_time": 0.0038664239991703653, "eta_seconds": 6070.919593209746, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06342523063720232, "fast_rcnn/fg_cls_accuracy": 0.9327683615819209, "iteration": 39139, "loss_box_reg": 0.10461535677313805, "loss_cls": 0.07073929905891418, "loss_rpn_cls": 0.007782462518662214, "loss_rpn_loc": 0.0261017931625247, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2913361944993085, "total_loss": 0.22512773051857948} +{"data_time": 0.0039026165004543145, "eta_seconds": 6065.466693002672, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07573099415204679, "fast_rcnn/fg_cls_accuracy": 0.9220486111111111, "iteration": 39159, "loss_box_reg": 0.11908571794629097, "loss_cls": 0.06857609748840332, "loss_rpn_cls": 0.009874505456537008, "loss_rpn_loc": 0.07026589661836624, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 186.5, "rpn/num_pos_anchors": 69.5, "time": 0.29288951700073085, "total_loss": 0.2748352577909827} +{"data_time": 0.003812502499386028, "eta_seconds": 6059.150285400465, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07385917819533347, "fast_rcnn/fg_cls_accuracy": 0.9231468098286186, "iteration": 39179, "loss_box_reg": 0.11498579755425453, "loss_cls": 0.06544153764843941, "loss_rpn_cls": 0.010439794510602951, "loss_rpn_loc": 0.03983985260128975, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29053813700011233, "total_loss": 0.24800514290109277} +{"data_time": 0.0036225285002728924, "eta_seconds": 6053.457696009718, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0658008658008658, "fast_rcnn/fg_cls_accuracy": 0.9273115773115773, "iteration": 39199, "loss_box_reg": 0.1240377277135849, "loss_cls": 0.07812635600566864, "loss_rpn_cls": 0.0075026084668934345, "loss_rpn_loc": 0.03259779326617718, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2905778790009208, "total_loss": 0.2608968368731439} +{"data_time": 0.0037108830001670867, "eta_seconds": 6048.333848176935, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07409434713375795, "fast_rcnn/fg_cls_accuracy": 0.915319673116212, "iteration": 39219, "loss_box_reg": 0.1157616525888443, "loss_cls": 0.07221075892448425, "loss_rpn_cls": 0.00874252151697874, "loss_rpn_loc": 0.030090423300862312, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.293121521998728, "total_loss": 0.2194375449907966} +{"data_time": 0.003931606999685755, "eta_seconds": 6043.568762049908, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.056809024979854954, "fast_rcnn/fg_cls_accuracy": 0.9345619658119658, "iteration": 39239, "loss_box_reg": 0.11963124573230743, "loss_cls": 0.06342155486345291, "loss_rpn_cls": 0.007558377925306559, "loss_rpn_loc": 0.02254889626055956, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2924111595002614, "total_loss": 0.23722680754144676} +{"data_time": 0.003695112000059453, "eta_seconds": 6038.133584664811, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06921848487873042, "fast_rcnn/fg_cls_accuracy": 0.9273968596751698, "iteration": 39259, "loss_box_reg": 0.11431266367435455, "loss_cls": 0.0718885138630867, "loss_rpn_cls": 0.013382399920374155, "loss_rpn_loc": 0.029501965269446373, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.28989619749972917, "total_loss": 0.24137403443455696} +{"data_time": 0.0038658044995827368, "eta_seconds": 6030.540781142772, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.044041450777202076, "fast_rcnn/fg_cls_accuracy": 0.9427272727272726, "iteration": 39279, "loss_box_reg": 0.08672428131103516, "loss_cls": 0.05162719450891018, "loss_rpn_cls": 0.006323345471173525, "loss_rpn_loc": 0.03624074533581734, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.29026020399942354, "total_loss": 0.19569276133552194} +{"data_time": 0.0038180720011951053, "eta_seconds": 6026.488196844821, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04071514423076923, "fast_rcnn/fg_cls_accuracy": 0.9551032725321889, "iteration": 39299, "loss_box_reg": 0.09568995237350464, "loss_cls": 0.043615350499749184, "loss_rpn_cls": 0.006366284331306815, "loss_rpn_loc": 0.02184661291539669, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2915566649999164, "total_loss": 0.17283187169232406} +{"data_time": 0.0037991169992892537, "eta_seconds": 6020.27947972987, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07278688524590164, "fast_rcnn/fg_cls_accuracy": 0.9185152838427948, "iteration": 39319, "loss_box_reg": 0.112366933375597, "loss_cls": 0.07397698983550072, "loss_rpn_cls": 0.006714456481859088, "loss_rpn_loc": 0.026062394492328167, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2908928085007574, "total_loss": 0.21140754176303744} +{"data_time": 0.0036993519997849944, "eta_seconds": 6013.972351568391, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09033632910219587, "fast_rcnn/fg_cls_accuracy": 0.906704746362029, "iteration": 39339, "loss_box_reg": 0.12381072342395782, "loss_cls": 0.07953083887696266, "loss_rpn_cls": 0.009054749738425016, "loss_rpn_loc": 0.027055191807448864, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.288784405500337, "total_loss": 0.25877971411682665} +{"data_time": 0.0037593550005112775, "eta_seconds": 6008.150500308402, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.056485226147243314, "fast_rcnn/fg_cls_accuracy": 0.9388389604080641, "iteration": 39359, "loss_box_reg": 0.1307002156972885, "loss_cls": 0.08465225622057915, "loss_rpn_cls": 0.008048082003369927, "loss_rpn_loc": 0.029903123155236244, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29004969950074155, "total_loss": 0.2515605373773724} +{"data_time": 0.0038016819999029394, "eta_seconds": 6002.812517989842, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.051076923076923075, "fast_rcnn/fg_cls_accuracy": 0.9392307692307692, "iteration": 39379, "loss_box_reg": 0.09604639932513237, "loss_cls": 0.05289837904274464, "loss_rpn_cls": 0.006801840383559465, "loss_rpn_loc": 0.019335917197167873, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2909854274994359, "total_loss": 0.18313122214749455} +{"data_time": 0.0037466189996848698, "eta_seconds": 5997.374727294846, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.052890625, "fast_rcnn/fg_cls_accuracy": 0.9386016949152542, "iteration": 39399, "loss_box_reg": 0.12980280071496964, "loss_cls": 0.06902572885155678, "loss_rpn_cls": 0.010155786760151386, "loss_rpn_loc": 0.0633434634655714, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.29230449450005835, "total_loss": 0.28316262451699004} +{"data_time": 0.003748884500055283, "eta_seconds": 5991.583325266802, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07119657009224373, "fast_rcnn/fg_cls_accuracy": 0.9185803345959596, "iteration": 39419, "loss_box_reg": 0.10911382734775543, "loss_cls": 0.09257892891764641, "loss_rpn_cls": 0.009859578218311071, "loss_rpn_loc": 0.03731999173760414, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29099573849998706, "total_loss": 0.24665343668311834} +{"data_time": 0.0037140825006645173, "eta_seconds": 5985.7606009468145, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.060601256701446934, "fast_rcnn/fg_cls_accuracy": 0.929393688112775, "iteration": 39439, "loss_box_reg": 0.1232888475060463, "loss_cls": 0.06820975616574287, "loss_rpn_cls": 0.006238121539354324, "loss_rpn_loc": 0.03239823132753372, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29044730799978424, "total_loss": 0.23679708410054445} +{"data_time": 0.003744763999748102, "eta_seconds": 5978.797115846901, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07850885115606937, "fast_rcnn/fg_cls_accuracy": 0.9195380238439306, "iteration": 39459, "loss_box_reg": 0.12800667434930801, "loss_cls": 0.07452720031142235, "loss_rpn_cls": 0.006789679639041424, "loss_rpn_loc": 0.021772608160972595, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28954515650002577, "total_loss": 0.22825596504844725} +{"data_time": 0.0037885410001763375, "eta_seconds": 5971.702185002177, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0811977941772768, "fast_rcnn/fg_cls_accuracy": 0.9173728813559322, "iteration": 39479, "loss_box_reg": 0.11586927250027657, "loss_cls": 0.06261270679533482, "loss_rpn_cls": 0.007238104240968823, "loss_rpn_loc": 0.036556608974933624, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2900634705001721, "total_loss": 0.23417670419439673} +{"data_time": 0.003685946000587137, "eta_seconds": 5965.62062199564, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08396041027607362, "fast_rcnn/fg_cls_accuracy": 0.8966899700385219, "iteration": 39499, "loss_box_reg": 0.13068996369838715, "loss_cls": 0.09123143553733826, "loss_rpn_cls": 0.010705885477364063, "loss_rpn_loc": 0.04865109175443649, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.2928699655003584, "total_loss": 0.292335812933743} +{"data_time": 0.003737528500096232, "eta_seconds": 5960.228546559811, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06891715590345728, "fast_rcnn/fg_cls_accuracy": 0.9091288194707712, "iteration": 39519, "loss_box_reg": 0.12230150401592255, "loss_cls": 0.07761168479919434, "loss_rpn_cls": 0.009482922032475471, "loss_rpn_loc": 0.03203926421701908, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29137947549952514, "total_loss": 0.20496492460370064} +{"data_time": 0.0037662249997083563, "eta_seconds": 5954.867972112988, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.059027777777777776, "fast_rcnn/fg_cls_accuracy": 0.9373385012919897, "iteration": 39539, "loss_box_reg": 0.12345468625426292, "loss_cls": 0.07332490757107735, "loss_rpn_cls": 0.006950031733140349, "loss_rpn_loc": 0.04208960197865963, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2902151220014275, "total_loss": 0.24312832017312758} +{"data_time": 0.0037097775002621347, "eta_seconds": 5948.369278172868, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.09306091259733644, "fast_rcnn/fg_cls_accuracy": 0.8919068074697214, "iteration": 39559, "loss_box_reg": 0.12976382672786713, "loss_cls": 0.07364056259393692, "loss_rpn_cls": 0.009870453737676144, "loss_rpn_loc": 0.029158982448279858, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28885801849992276, "total_loss": 0.2629261591937393} +{"data_time": 0.0037558339990937384, "eta_seconds": 5942.376713293652, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.052427627080009115, "fast_rcnn/fg_cls_accuracy": 0.9356755509403485, "iteration": 39579, "loss_box_reg": 0.09956449270248413, "loss_cls": 0.06488804891705513, "loss_rpn_cls": 0.00944846123456955, "loss_rpn_loc": 0.03318386897444725, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29072626100060006, "total_loss": 0.18848604476079345} +{"data_time": 0.0038103069991848315, "eta_seconds": 5936.5200335956615, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06101190476190476, "fast_rcnn/fg_cls_accuracy": 0.9291294642857143, "iteration": 39599, "loss_box_reg": 0.10896775126457214, "loss_cls": 0.06867939606308937, "loss_rpn_cls": 0.011314867064356804, "loss_rpn_loc": 0.04650574177503586, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29095627649985545, "total_loss": 0.2461441014893353} +{"data_time": 0.003871969999636349, "eta_seconds": 5931.125868109812, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0636256365668861, "fast_rcnn/fg_cls_accuracy": 0.9357930909748599, "iteration": 39619, "loss_box_reg": 0.11600419133901596, "loss_cls": 0.0627451092004776, "loss_rpn_cls": 0.00889500230550766, "loss_rpn_loc": 0.03307098522782326, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29352625150022504, "total_loss": 0.23826331365853548} +{"data_time": 0.003727112499291252, "eta_seconds": 5925.531236794886, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05640909090909091, "fast_rcnn/fg_cls_accuracy": 0.9346450962830273, "iteration": 39639, "loss_box_reg": 0.10981637239456177, "loss_cls": 0.05113403871655464, "loss_rpn_cls": 0.008902506902813911, "loss_rpn_loc": 0.019422607496380806, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2913300990003336, "total_loss": 0.1912982971407473} +{"data_time": 0.003735948498615471, "eta_seconds": 5921.679706464911, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04493628437290409, "fast_rcnn/fg_cls_accuracy": 0.9386807222628119, "iteration": 39659, "loss_box_reg": 0.11509258300065994, "loss_cls": 0.06959549710154533, "loss_rpn_cls": 0.007139931200072169, "loss_rpn_loc": 0.030635111033916473, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29536766149976756, "total_loss": 0.21990912011824548} +{"data_time": 0.0038559790000363137, "eta_seconds": 5916.987861211383, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07613277133825079, "fast_rcnn/fg_cls_accuracy": 0.9176953183802499, "iteration": 39679, "loss_box_reg": 0.12115636095404625, "loss_cls": 0.07595467567443848, "loss_rpn_cls": 0.006116996053606272, "loss_rpn_loc": 0.046528950333595276, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.29631300550045125, "total_loss": 0.27899487991817296} +{"data_time": 0.003823791999820969, "eta_seconds": 5912.444233165388, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05992339654258502, "fast_rcnn/fg_cls_accuracy": 0.9341005078398851, "iteration": 39699, "loss_box_reg": 0.11702284589409828, "loss_cls": 0.07290806248784065, "loss_rpn_cls": 0.009060293901711702, "loss_rpn_loc": 0.02704814448952675, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2931210269998701, "total_loss": 0.25531899835914373} +{"data_time": 0.0037588844998026616, "eta_seconds": 5907.280526167087, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07615505719059247, "fast_rcnn/fg_cls_accuracy": 0.9175584656888143, "iteration": 39719, "loss_box_reg": 0.12043619900941849, "loss_cls": 0.07074116170406342, "loss_rpn_cls": 0.008430835325270891, "loss_rpn_loc": 0.03499646112322807, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2928191985001831, "total_loss": 0.2281005489639938} +{"data_time": 0.0037872060001973296, "eta_seconds": 5902.333015937329, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06741431451612903, "fast_rcnn/fg_cls_accuracy": 0.9243291592128802, "iteration": 39739, "loss_box_reg": 0.12739882618188858, "loss_cls": 0.08542577177286148, "loss_rpn_cls": 0.006252330960705876, "loss_rpn_loc": 0.03372650220990181, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29219869950065913, "total_loss": 0.24600819207262248} +{"data_time": 0.0038150319996930193, "eta_seconds": 5896.702867875429, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0456177651783605, "fast_rcnn/fg_cls_accuracy": 0.9403260099220411, "iteration": 39759, "loss_box_reg": 0.11345244944095612, "loss_cls": 0.050371354445815086, "loss_rpn_cls": 0.008478589821606874, "loss_rpn_loc": 0.046788325533270836, "lr": 0.00025, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2916305579992695, "total_loss": 0.23536222032271326} +{"data_time": 0.003846383498967043, "eta_seconds": 5891.327406908531, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06040798611111111, "fast_rcnn/fg_cls_accuracy": 0.9273350694444444, "iteration": 39779, "loss_box_reg": 0.1203312948346138, "loss_cls": 0.07740271836519241, "loss_rpn_cls": 0.01294788345694542, "loss_rpn_loc": 0.03959100507199764, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29062636100024974, "total_loss": 0.29314442255417816} +{"data_time": 0.0037932260001980467, "eta_seconds": 5885.5001790085225, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0831567380896319, "fast_rcnn/fg_cls_accuracy": 0.9035966981132075, "iteration": 39799, "loss_box_reg": 0.12939098477363586, "loss_cls": 0.08208305388689041, "loss_rpn_cls": 0.011107978876680136, "loss_rpn_loc": 0.055149633437395096, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.29192640149994986, "total_loss": 0.2653279658406973} +{"data_time": 0.003770714999518532, "eta_seconds": 5879.923405073605, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06923281360737066, "fast_rcnn/fg_cls_accuracy": 0.9234142452161587, "iteration": 39819, "loss_box_reg": 0.10513050854206085, "loss_cls": 0.06099274568259716, "loss_rpn_cls": 0.007012223359197378, "loss_rpn_loc": 0.04058343172073364, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2908936335006729, "total_loss": 0.21012066071853042} +{"data_time": 0.003693421999741986, "eta_seconds": 5873.336481603328, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.053571428571428575, "fast_rcnn/fg_cls_accuracy": 0.9405643738977072, "iteration": 39839, "loss_box_reg": 0.09047858417034149, "loss_cls": 0.04581519775092602, "loss_rpn_cls": 0.010119822807610035, "loss_rpn_loc": 0.0337834395468235, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2899394294990998, "total_loss": 0.20139405597001314} +{"data_time": 0.003673981000247295, "eta_seconds": 5866.584678350446, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05327868852459017, "fast_rcnn/fg_cls_accuracy": 0.9438006406632748, "iteration": 39859, "loss_box_reg": 0.11131324246525764, "loss_cls": 0.05426746606826782, "loss_rpn_cls": 0.006112842122092843, "loss_rpn_loc": 0.02652963437139988, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.28891604699947493, "total_loss": 0.21296870862715878} +{"data_time": 0.0037976265002725995, "eta_seconds": 5861.390149359031, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06767706058951965, "fast_rcnn/fg_cls_accuracy": 0.9250860699152542, "iteration": 39879, "loss_box_reg": 0.132322259247303, "loss_cls": 0.07754994556307793, "loss_rpn_cls": 0.007805527187883854, "loss_rpn_loc": 0.031089888885617256, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29332298199915385, "total_loss": 0.25662177754566073} +{"data_time": 0.003707362000568537, "eta_seconds": 5854.628645688717, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.056982872200263504, "fast_rcnn/fg_cls_accuracy": 0.9295163290615958, "iteration": 39899, "loss_box_reg": 0.1223393902182579, "loss_cls": 0.07439204677939415, "loss_rpn_cls": 0.007397798355668783, "loss_rpn_loc": 0.0414284560829401, "lr": 0.00025, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.29057053350061324, "total_loss": 0.2774717668071389} +{"data_time": 0.003761984499760729, "eta_seconds": 5847.915156766248, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0607823012886304, "fast_rcnn/fg_cls_accuracy": 0.9260915428361769, "iteration": 39919, "loss_box_reg": 0.1309489831328392, "loss_cls": 0.0695062093436718, "loss_rpn_cls": 0.009838589001446962, "loss_rpn_loc": 0.03642888553440571, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29000302249914967, "total_loss": 0.24929083872120827} +{"data_time": 0.0037111325000296347, "eta_seconds": 5841.278370861237, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.06143442827858607, "fast_rcnn/fg_cls_accuracy": 0.9360371267150929, "iteration": 39939, "loss_box_reg": 0.10094600915908813, "loss_cls": 0.043008726090192795, "loss_rpn_cls": 0.00625520758330822, "loss_rpn_loc": 0.03219456598162651, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2894882284999767, "total_loss": 0.19926474359817803} +{"data_time": 0.0037826660000064294, "eta_seconds": 5835.247831270353, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06762047120791514, "fast_rcnn/fg_cls_accuracy": 0.9245775379392465, "iteration": 39959, "loss_box_reg": 0.1059204638004303, "loss_cls": 0.06016964465379715, "loss_rpn_cls": 0.00992936547845602, "loss_rpn_loc": 0.0285039646551013, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2924530965001395, "total_loss": 0.1967675935011357} +{"data_time": 0.0037815010000485927, "eta_seconds": 5830.029975774487, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05503158259063771, "fast_rcnn/fg_cls_accuracy": 0.9422949143879376, "iteration": 39979, "loss_box_reg": 0.11734949424862862, "loss_cls": 0.05953996814787388, "loss_rpn_cls": 0.007127576507627964, "loss_rpn_loc": 0.03264439105987549, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29125896000005014, "total_loss": 0.23252637963742018} +{"data_time": 0.0038472685000670026, "eta_seconds": 5825.179200001003, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.072265625, "fast_rcnn/fg_cls_accuracy": 0.923828125, "iteration": 39999, "loss_box_reg": 0.130281001329422, "loss_cls": 0.06903430819511414, "loss_rpn_cls": 0.006521972827613354, "loss_rpn_loc": 0.03579794056713581, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29286032550044183, "total_loss": 0.25976281776092947} +{"data_time": 0.0037111325000296347, "eta_seconds": 5819.055120000121, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04834788765636063, "fast_rcnn/fg_cls_accuracy": 0.9357074073374747, "iteration": 40019, "loss_box_reg": 0.11144885048270226, "loss_cls": 0.06022596172988415, "loss_rpn_cls": 0.0067565233912318945, "loss_rpn_loc": 0.02372217271476984, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2889712245005285, "total_loss": 0.21711696591228247} +{"data_time": 0.003725948000464996, "eta_seconds": 5813.230240000121, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06174603174603174, "fast_rcnn/fg_cls_accuracy": 0.935515873015873, "iteration": 40039, "loss_box_reg": 0.11102327704429626, "loss_cls": 0.0646144263446331, "loss_rpn_cls": 0.009776097722351551, "loss_rpn_loc": 0.030861871317029, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2914571655001055, "total_loss": 0.224808469414711} +{"data_time": 0.004120135999983177, "eta_seconds": 5807.703662401, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.053146430012101654, "fast_rcnn/fg_cls_accuracy": 0.941722972972973, "iteration": 40059, "loss_box_reg": 0.12544213980436325, "loss_cls": 0.060982005670666695, "loss_rpn_cls": 0.0074923287611454725, "loss_rpn_loc": 0.022943682968616486, "lr": 0.00025, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29120427799989557, "total_loss": 0.22766662400681525} +{"data_time": 0.003972935000092548, "eta_seconds": 5801.318223246199, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0695540308747856, "fast_rcnn/fg_cls_accuracy": 0.9234562607204116, "iteration": 40079, "loss_box_reg": 0.1337573528289795, "loss_cls": 0.08801084384322166, "loss_rpn_cls": 0.009111686144024134, "loss_rpn_loc": 0.03614518605172634, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29043474749960296, "total_loss": 0.2634029674809426} +{"data_time": 0.004032667000501533, "eta_seconds": 5795.463547611871, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07680963500061447, "fast_rcnn/fg_cls_accuracy": 0.9186308744361996, "iteration": 40099, "loss_box_reg": 0.10983145982027054, "loss_cls": 0.08431893959641457, "loss_rpn_cls": 0.011776653584092855, "loss_rpn_loc": 0.023856589570641518, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.289695798500361, "total_loss": 0.22100195940583944} +{"data_time": 0.00376549450083985, "eta_seconds": 5789.668989866186, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.045228821811100293, "fast_rcnn/fg_cls_accuracy": 0.943861910901017, "iteration": 40119, "loss_box_reg": 0.10141290724277496, "loss_cls": 0.05108647234737873, "loss_rpn_cls": 0.006781343370676041, "loss_rpn_loc": 0.025733912363648415, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2916664200001833, "total_loss": 0.2031868197955191} +{"data_time": 0.0038277184994512936, "eta_seconds": 5783.814374651847, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.058207576224206956, "fast_rcnn/fg_cls_accuracy": 0.9344117647058824, "iteration": 40139, "loss_box_reg": 0.10348457470536232, "loss_cls": 0.057261448353528976, "loss_rpn_cls": 0.006159610580652952, "loss_rpn_loc": 0.03386576473712921, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29109621350016823, "total_loss": 0.20885550987441093} +{"data_time": 0.003759234500648745, "eta_seconds": 5776.432496961788, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.060864197530864195, "fast_rcnn/fg_cls_accuracy": 0.9382079674175894, "iteration": 40159, "loss_box_reg": 0.08613308519124985, "loss_cls": 0.05753438174724579, "loss_rpn_cls": 0.006386659108102322, "loss_rpn_loc": 0.018488884903490543, "lr": 0.00025, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.29001928299931024, "total_loss": 0.17902644583955407} +{"data_time": 0.0037593040005958756, "eta_seconds": 5771.877316198916, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07088117594747992, "fast_rcnn/fg_cls_accuracy": 0.9038775766716943, "iteration": 40179, "loss_box_reg": 0.13390881568193436, "loss_cls": 0.08270008862018585, "loss_rpn_cls": 0.00725361006334424, "loss_rpn_loc": 0.033147186040878296, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2915617695007313, "total_loss": 0.2408202902879566} +{"data_time": 0.0037595745006910875, "eta_seconds": 5765.741338488078, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07931789737171464, "fast_rcnn/fg_cls_accuracy": 0.9164311835106382, "iteration": 40199, "loss_box_reg": 0.14723554998636246, "loss_cls": 0.07100977003574371, "loss_rpn_cls": 0.00720970262773335, "loss_rpn_loc": 0.03286888264119625, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29048233949924906, "total_loss": 0.27672167503624223} +{"data_time": 0.003921122000065225, "eta_seconds": 5757.475427332611, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07594384367292734, "fast_rcnn/fg_cls_accuracy": 0.9174185463659148, "iteration": 40219, "loss_box_reg": 0.13328776508569717, "loss_cls": 0.06962982565164566, "loss_rpn_cls": 0.005730565870180726, "loss_rpn_loc": 0.020213890820741653, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2889679750005598, "total_loss": 0.24446865217760205} +{"data_time": 0.0037730149997514673, "eta_seconds": 5751.019876163409, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05675287356321839, "fast_rcnn/fg_cls_accuracy": 0.9270979840600093, "iteration": 40239, "loss_box_reg": 0.10938714072108269, "loss_cls": 0.07556398585438728, "loss_rpn_cls": 0.009201800916343927, "loss_rpn_loc": 0.026974416337907314, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29092744500030676, "total_loss": 0.2129454140085727} +{"data_time": 0.0037245729990900145, "eta_seconds": 5746.242215479961, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06664904862579281, "fast_rcnn/fg_cls_accuracy": 0.9125957508310449, "iteration": 40259, "loss_box_reg": 0.10051699355244637, "loss_cls": 0.05464421398937702, "loss_rpn_cls": 0.007628357503563166, "loss_rpn_loc": 0.02375312428921461, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2929410189999544, "total_loss": 0.24693926476174966} +{"data_time": 0.0037408289999802946, "eta_seconds": 5742.275812041662, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06394557823129252, "fast_rcnn/fg_cls_accuracy": 0.9350961538461539, "iteration": 40279, "loss_box_reg": 0.10918433219194412, "loss_cls": 0.06457289680838585, "loss_rpn_cls": 0.009798368904739618, "loss_rpn_loc": 0.0362851619720459, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.2916788300008193, "total_loss": 0.24699006509035826} +{"data_time": 0.0037048870008220547, "eta_seconds": 5733.717623191751, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06698717948717949, "fast_rcnn/fg_cls_accuracy": 0.9201912715517242, "iteration": 40299, "loss_box_reg": 0.12096630409359932, "loss_cls": 0.06495165452361107, "loss_rpn_cls": 0.009271485731005669, "loss_rpn_loc": 0.042213549837470055, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2901327730005505, "total_loss": 0.271791334846057} +{"data_time": 0.0037464589995579445, "eta_seconds": 5728.155598560115, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06983599290780143, "fast_rcnn/fg_cls_accuracy": 0.9269323671497585, "iteration": 40319, "loss_box_reg": 0.10524262115359306, "loss_cls": 0.06675033271312714, "loss_rpn_cls": 0.007422923110425472, "loss_rpn_loc": 0.03270467557013035, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29171605200008344, "total_loss": 0.2138706623809412} +{"data_time": 0.0037781805003760383, "eta_seconds": 5722.954506400001, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06886382450331126, "fast_rcnn/fg_cls_accuracy": 0.9217288088255831, "iteration": 40339, "loss_box_reg": 0.10930372774600983, "loss_cls": 0.06398909911513329, "loss_rpn_cls": 0.006385528948158026, "loss_rpn_loc": 0.03267928399145603, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.291008743999555, "total_loss": 0.22937097633257508} +{"data_time": 0.0038705400002072565, "eta_seconds": 5718.980575481655, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05481627747252747, "fast_rcnn/fg_cls_accuracy": 0.9332170050761421, "iteration": 40359, "loss_box_reg": 0.1262870542705059, "loss_cls": 0.06849125772714615, "loss_rpn_cls": 0.007230006158351898, "loss_rpn_loc": 0.0407361276447773, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29335133350105025, "total_loss": 0.2432171981781721} +{"data_time": 0.0038367779989130213, "eta_seconds": 5712.952218040136, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04887469006294107, "fast_rcnn/fg_cls_accuracy": 0.9333460172501269, "iteration": 40379, "loss_box_reg": 0.11447404697537422, "loss_cls": 0.06110760010778904, "loss_rpn_cls": 0.004930404247716069, "loss_rpn_loc": 0.020152021199464798, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2891413020006439, "total_loss": 0.21842940337955952} +{"data_time": 0.003688041500026884, "eta_seconds": 5705.488724590032, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0546098970561676, "fast_rcnn/fg_cls_accuracy": 0.9333122629582806, "iteration": 40399, "loss_box_reg": 0.11560892686247826, "loss_cls": 0.07527562975883484, "loss_rpn_cls": 0.004027393879368901, "loss_rpn_loc": 0.025145886465907097, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28926580749975983, "total_loss": 0.2317927559488453} +{"data_time": 0.003929788000277767, "eta_seconds": 5699.426051433948, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08627998345740281, "fast_rcnn/fg_cls_accuracy": 0.9086389748121961, "iteration": 40419, "loss_box_reg": 0.11648060381412506, "loss_cls": 0.08398602902889252, "loss_rpn_cls": 0.006786871934309602, "loss_rpn_loc": 0.031032992526888847, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29030744200099434, "total_loss": 0.2674001425039023} +{"data_time": 0.003748959499716875, "eta_seconds": 5695.6853389216485, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06784097340124504, "fast_rcnn/fg_cls_accuracy": 0.9304915514592933, "iteration": 40439, "loss_box_reg": 0.12580636143684387, "loss_cls": 0.07837767899036407, "loss_rpn_cls": 0.009548335801810026, "loss_rpn_loc": 0.04377758875489235, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 190.25, "rpn/num_pos_anchors": 65.75, "time": 0.2934066254993013, "total_loss": 0.28221967455465347} +{"data_time": 0.0037958064995109453, "eta_seconds": 5690.620990971656, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06360208495064877, "fast_rcnn/fg_cls_accuracy": 0.9363979150493512, "iteration": 40459, "loss_box_reg": 0.11215512454509735, "loss_cls": 0.06158770993351936, "loss_rpn_cls": 0.005587839055806398, "loss_rpn_loc": 0.016883685253560543, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2917755699991176, "total_loss": 0.19087586551904678} +{"data_time": 0.0037949460001982516, "eta_seconds": 5685.466369912319, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08668142992723822, "fast_rcnn/fg_cls_accuracy": 0.8973499361430396, "iteration": 40479, "loss_box_reg": 0.10848869755864143, "loss_cls": 0.08129121735692024, "loss_rpn_cls": 0.0052251063752919436, "loss_rpn_loc": 0.04096684604883194, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2925039535002725, "total_loss": 0.26182728982530534} +{"data_time": 0.0036565655000231345, "eta_seconds": 5679.549720000978, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06935191535220928, "fast_rcnn/fg_cls_accuracy": 0.9236180347845353, "iteration": 40499, "loss_box_reg": 0.12375600636005402, "loss_cls": 0.0695650689303875, "loss_rpn_cls": 0.007330087944865227, "loss_rpn_loc": 0.036922745406627655, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29169805999936216, "total_loss": 0.24684625503141433} +{"data_time": 0.003775195500566042, "eta_seconds": 5673.724540800977, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.051251956181533644, "fast_rcnn/fg_cls_accuracy": 0.9374322860238353, "iteration": 40519, "loss_box_reg": 0.12376725301146507, "loss_cls": 0.06789931654930115, "loss_rpn_cls": 0.004484435543417931, "loss_rpn_loc": 0.02934771589934826, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29126056550012436, "total_loss": 0.21967224730178714} +{"data_time": 0.0036827064996032277, "eta_seconds": 5667.4376633731845, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05833767587285045, "fast_rcnn/fg_cls_accuracy": 0.9277525496910594, "iteration": 40539, "loss_box_reg": 0.11434220522642136, "loss_cls": 0.07094777747988701, "loss_rpn_cls": 0.00683321338146925, "loss_rpn_loc": 0.025380389764904976, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29048314450028556, "total_loss": 0.21526392735540867} +{"data_time": 0.0036456344996622647, "eta_seconds": 5662.2709443443455, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06543444668964697, "fast_rcnn/fg_cls_accuracy": 0.9274508483705899, "iteration": 40559, "loss_box_reg": 0.12322021275758743, "loss_cls": 0.07016203925013542, "loss_rpn_cls": 0.0064353845082223415, "loss_rpn_loc": 0.04072137735784054, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2926799770002617, "total_loss": 0.25887471507303417} +{"data_time": 0.0037117780002517975, "eta_seconds": 5656.7215306246, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.050291497975708505, "fast_rcnn/fg_cls_accuracy": 0.9375627530364372, "iteration": 40579, "loss_box_reg": 0.10367779806256294, "loss_cls": 0.07871485128998756, "loss_rpn_cls": 0.012427873443812132, "loss_rpn_loc": 0.02969381958246231, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29460430149993044, "total_loss": 0.21604922134429216} +{"data_time": 0.0038109270008135354, "eta_seconds": 5651.289500507846, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06517987521571751, "fast_rcnn/fg_cls_accuracy": 0.9256147746662652, "iteration": 40599, "loss_box_reg": 0.10708802938461304, "loss_cls": 0.06109986826777458, "loss_rpn_cls": 0.006935453973710537, "loss_rpn_loc": 0.03857847489416599, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29142369399960444, "total_loss": 0.2231456742156297} +{"data_time": 0.003683561501020449, "eta_seconds": 5644.772900074477, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07389190411578471, "fast_rcnn/fg_cls_accuracy": 0.9238861558131133, "iteration": 40619, "loss_box_reg": 0.101705402135849, "loss_cls": 0.06616786494851112, "loss_rpn_cls": 0.008150587789714336, "loss_rpn_loc": 0.026071008294820786, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2901938020004309, "total_loss": 0.2276486314367503} +{"data_time": 0.0037192575000517536, "eta_seconds": 5638.884524232999, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08952800041908952, "fast_rcnn/fg_cls_accuracy": 0.9095719095719095, "iteration": 40639, "loss_box_reg": 0.12557043880224228, "loss_cls": 0.07340448722243309, "loss_rpn_cls": 0.00998866418376565, "loss_rpn_loc": 0.038756806403398514, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2907339264993425, "total_loss": 0.26756838569417596} +{"data_time": 0.0037611749994539423, "eta_seconds": 5632.094212678458, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06173780487804878, "fast_rcnn/fg_cls_accuracy": 0.9317091557017544, "iteration": 40659, "loss_box_reg": 0.10192732885479927, "loss_cls": 0.060298578813672066, "loss_rpn_cls": 0.010314776562154293, "loss_rpn_loc": 0.0468290988355875, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.29070818050058733, "total_loss": 0.2401808074209839} +{"data_time": 0.0038724454998373403, "eta_seconds": 5624.012838350791, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07662798194713089, "fast_rcnn/fg_cls_accuracy": 0.9128787878787878, "iteration": 40679, "loss_box_reg": 0.12152090668678284, "loss_cls": 0.08089328929781914, "loss_rpn_cls": 0.008805414196103811, "loss_rpn_loc": 0.038873495534062386, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.289622794501156, "total_loss": 0.2641880316659808} +{"data_time": 0.003939138499845285, "eta_seconds": 5617.507919444597, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05885930098578927, "fast_rcnn/fg_cls_accuracy": 0.9319549353475868, "iteration": 40699, "loss_box_reg": 0.10951126366853714, "loss_cls": 0.05065754987299442, "loss_rpn_cls": 0.006271986290812492, "loss_rpn_loc": 0.031010925769805908, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2895186844998534, "total_loss": 0.20646668132394552} +{"data_time": 0.003953794000153721, "eta_seconds": 5610.895098414694, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06602339680642132, "fast_rcnn/fg_cls_accuracy": 0.9239110569600975, "iteration": 40719, "loss_box_reg": 0.12046796083450317, "loss_cls": 0.054761361330747604, "loss_rpn_cls": 0.008389451541006565, "loss_rpn_loc": 0.04462781548500061, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2888391234992014, "total_loss": 0.229569002520293} +{"data_time": 0.0037932360000922927, "eta_seconds": 5604.174214653776, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05440630446313556, "fast_rcnn/fg_cls_accuracy": 0.9366535994297933, "iteration": 40739, "loss_box_reg": 0.13224729895591736, "loss_cls": 0.06872322410345078, "loss_rpn_cls": 0.006047573871910572, "loss_rpn_loc": 0.025458400137722492, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2902539689994228, "total_loss": 0.2503504471387714} +{"data_time": 0.0036353394998513977, "eta_seconds": 5597.654248438339, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07509853603603603, "fast_rcnn/fg_cls_accuracy": 0.9098179133858268, "iteration": 40759, "loss_box_reg": 0.0968555435538292, "loss_cls": 0.07473098114132881, "loss_rpn_cls": 0.0060201778542250395, "loss_rpn_loc": 0.039711857214570045, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.2894963544995335, "total_loss": 0.22001964540686458} +{"data_time": 0.00378237050063035, "eta_seconds": 5592.355795257772, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.061821188783570305, "fast_rcnn/fg_cls_accuracy": 0.9300321691176471, "iteration": 40779, "loss_box_reg": 0.10743135958909988, "loss_cls": 0.07426850870251656, "loss_rpn_cls": 0.006327394396066666, "loss_rpn_loc": 0.025679212994873524, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2914014225007122, "total_loss": 0.23409322183579206} +{"data_time": 0.0038118020002002595, "eta_seconds": 5586.4543103962205, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06309713375796178, "fast_rcnn/fg_cls_accuracy": 0.93359375, "iteration": 40799, "loss_box_reg": 0.12187309935688972, "loss_cls": 0.06334463320672512, "loss_rpn_cls": 0.00842544250190258, "loss_rpn_loc": 0.03676673769950867, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2911032990004969, "total_loss": 0.23892711172811687} +{"data_time": 0.003805326999099634, "eta_seconds": 5580.812991261864, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.03977401129943503, "fast_rcnn/fg_cls_accuracy": 0.9486639796984624, "iteration": 40819, "loss_box_reg": 0.09217645227909088, "loss_cls": 0.05226290598511696, "loss_rpn_cls": 0.006145040970295668, "loss_rpn_loc": 0.02265622653067112, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29281066250041476, "total_loss": 0.18427278372109868} +{"data_time": 0.0038253225002335967, "eta_seconds": 5576.077521186307, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04637361326494095, "fast_rcnn/fg_cls_accuracy": 0.9470785106679682, "iteration": 40839, "loss_box_reg": 0.1285201907157898, "loss_cls": 0.05468307435512543, "loss_rpn_cls": 0.016117004677653313, "loss_rpn_loc": 0.04450358264148235, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2913734160001695, "total_loss": 0.2551885265856981} +{"data_time": 0.0038585345000683446, "eta_seconds": 5570.609539773104, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05764705882352941, "fast_rcnn/fg_cls_accuracy": 0.9386592474827768, "iteration": 40859, "loss_box_reg": 0.11491723358631134, "loss_cls": 0.06762084737420082, "loss_rpn_cls": 0.013192127924412489, "loss_rpn_loc": 0.02789692021906376, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2944796250003492, "total_loss": 0.21375822182744741} +{"data_time": 0.0037238930008243187, "eta_seconds": 5564.613205148926, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07261273209549071, "fast_rcnn/fg_cls_accuracy": 0.9217345872518287, "iteration": 40879, "loss_box_reg": 0.14360851794481277, "loss_cls": 0.07401225715875626, "loss_rpn_cls": 0.011420685332268476, "loss_rpn_loc": 0.04520951583981514, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29219378899961157, "total_loss": 0.2631293578306213} +{"data_time": 0.003812712499893678, "eta_seconds": 5558.864773530058, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06199140181176109, "fast_rcnn/fg_cls_accuracy": 0.934981684981685, "iteration": 40899, "loss_box_reg": 0.10396979004144669, "loss_cls": 0.05943233333528042, "loss_rpn_cls": 0.007750918623059988, "loss_rpn_loc": 0.025130055844783783, "lr": 0.00025, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.290617295499942, "total_loss": 0.21174393873661757} +{"data_time": 0.0037732449991381145, "eta_seconds": 5553.199579676038, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05042067307692308, "fast_rcnn/fg_cls_accuracy": 0.9383632596685083, "iteration": 40919, "loss_box_reg": 0.1120479367673397, "loss_cls": 0.06413204222917557, "loss_rpn_cls": 0.014605177100747824, "loss_rpn_loc": 0.03536277636885643, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2915380140002526, "total_loss": 0.25335167977027595} +{"data_time": 0.003770600499592547, "eta_seconds": 5548.024873663253, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.059475806451612906, "fast_rcnn/fg_cls_accuracy": 0.9262096774193549, "iteration": 40939, "loss_box_reg": 0.11373396217823029, "loss_cls": 0.07204361259937286, "loss_rpn_cls": 0.010247680824249983, "loss_rpn_loc": 0.04705822095274925, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.2909911130009277, "total_loss": 0.24475002381950617} +{"data_time": 0.0037436184993566712, "eta_seconds": 5541.604594957462, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04390533625730994, "fast_rcnn/fg_cls_accuracy": 0.9457994579945799, "iteration": 40959, "loss_box_reg": 0.0980060026049614, "loss_cls": 0.049813415855169296, "loss_rpn_cls": 0.007535732118412852, "loss_rpn_loc": 0.029633646830916405, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29087096249986644, "total_loss": 0.20145060401409864} +{"data_time": 0.003703542500261392, "eta_seconds": 5535.581570290142, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.057227506627163575, "fast_rcnn/fg_cls_accuracy": 0.9427724933728364, "iteration": 40979, "loss_box_reg": 0.11378292739391327, "loss_cls": 0.06116008944809437, "loss_rpn_cls": 0.009502098895609379, "loss_rpn_loc": 0.03278367407619953, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29084540649910195, "total_loss": 0.21576622978318483} +{"data_time": 0.003833177999695181, "eta_seconds": 5529.760769480163, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07792931892262825, "fast_rcnn/fg_cls_accuracy": 0.919583118888317, "iteration": 40999, "loss_box_reg": 0.11854033172130585, "loss_cls": 0.07746167480945587, "loss_rpn_cls": 0.007487624883651733, "loss_rpn_loc": 0.03467170149087906, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.29158718150029017, "total_loss": 0.24351749988272786} +{"data_time": 0.0039873255000202334, "eta_seconds": 5524.06573018392, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.08020100502512563, "fast_rcnn/fg_cls_accuracy": 0.9098519943467337, "iteration": 41019, "loss_box_reg": 0.12592646479606628, "loss_cls": 0.0637136735022068, "loss_rpn_cls": 0.00694337347522378, "loss_rpn_loc": 0.035938115790486336, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29074101649985096, "total_loss": 0.2533783772960305} +{"data_time": 0.0038317135004035663, "eta_seconds": 5518.546640034692, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09254807692307693, "fast_rcnn/fg_cls_accuracy": 0.902403414195867, "iteration": 41039, "loss_box_reg": 0.15474410355091095, "loss_cls": 0.09478669986128807, "loss_rpn_cls": 0.010331128258258104, "loss_rpn_loc": 0.07012031227350235, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 183.25, "rpn/num_pos_anchors": 72.75, "time": 0.29219235950040456, "total_loss": 0.2947925147600472} +{"data_time": 0.003837418000330217, "eta_seconds": 5513.3278981293915, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.03125, "fast_rcnn/fg_cls_accuracy": 0.9604944674965422, "iteration": 41059, "loss_box_reg": 0.10189292952418327, "loss_cls": 0.06714637577533722, "loss_rpn_cls": 0.006977300625294447, "loss_rpn_loc": 0.04534649848937988, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.29219110000030923, "total_loss": 0.22441587410867214} +{"data_time": 0.003715736499543709, "eta_seconds": 5507.273379313156, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0419047619047619, "fast_rcnn/fg_cls_accuracy": 0.950219131097561, "iteration": 41079, "loss_box_reg": 0.12603314593434334, "loss_cls": 0.06392214633524418, "loss_rpn_cls": 0.008814680390059948, "loss_rpn_loc": 0.02598113752901554, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2897853185004351, "total_loss": 0.2532472889870405} +{"data_time": 0.0037293675004548277, "eta_seconds": 5501.507794671943, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07232064260563381, "fast_rcnn/fg_cls_accuracy": 0.9078283945157011, "iteration": 41099, "loss_box_reg": 0.11740438267588615, "loss_cls": 0.07103685289621353, "loss_rpn_cls": 0.0074109360575675964, "loss_rpn_loc": 0.03535960987210274, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2903235939993465, "total_loss": 0.21944720450846944} +{"data_time": 0.003801185499469284, "eta_seconds": 5495.261633114715, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07222705254005712, "fast_rcnn/fg_cls_accuracy": 0.905110298193105, "iteration": 41119, "loss_box_reg": 0.12480168789625168, "loss_cls": 0.07211850211024284, "loss_rpn_cls": 0.00833979994058609, "loss_rpn_loc": 0.033250587061047554, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2899193045004722, "total_loss": 0.2503394419327378} +{"data_time": 0.0038263624992396217, "eta_seconds": 5489.8643919318965, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.048766114180478826, "fast_rcnn/fg_cls_accuracy": 0.9480524344569288, "iteration": 41139, "loss_box_reg": 0.11827971041202545, "loss_cls": 0.05340011976659298, "loss_rpn_cls": 0.008682097308337688, "loss_rpn_loc": 0.02763199247419834, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29258991299957415, "total_loss": 0.21812543692067266} +{"data_time": 0.0037684594999518595, "eta_seconds": 5484.635123749467, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04716326813705091, "fast_rcnn/fg_cls_accuracy": 0.944335190647875, "iteration": 41159, "loss_box_reg": 0.10839807987213135, "loss_cls": 0.05516197718679905, "loss_rpn_cls": 0.006397923454642296, "loss_rpn_loc": 0.038860270753502846, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2926497964999726, "total_loss": 0.22126505407504737} +{"data_time": 0.0038132515001052525, "eta_seconds": 5478.485683059789, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07182400932400931, "fast_rcnn/fg_cls_accuracy": 0.9149389083105466, "iteration": 41179, "loss_box_reg": 0.10972930118441582, "loss_cls": 0.06583786010742188, "loss_rpn_cls": 0.007281265454366803, "loss_rpn_loc": 0.02273960318416357, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29208961600033945, "total_loss": 0.20663478132337332} +{"data_time": 0.0038175415002115187, "eta_seconds": 5472.777261800002, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06956392394079877, "fast_rcnn/fg_cls_accuracy": 0.9185867048836953, "iteration": 41199, "loss_box_reg": 0.1118248850107193, "loss_cls": 0.08635099232196808, "loss_rpn_cls": 0.012392448261380196, "loss_rpn_loc": 0.03621167317032814, "lr": 0.00025, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29044338399944536, "total_loss": 0.3038746698293835} +{"data_time": 0.0037217174995021196, "eta_seconds": 5466.84171773979, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0615882833469483, "fast_rcnn/fg_cls_accuracy": 0.9249171880750828, "iteration": 41219, "loss_box_reg": 0.11086925119161606, "loss_cls": 0.05791915021836758, "loss_rpn_cls": 0.009425025898963213, "loss_rpn_loc": 0.028300387784838676, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2892602244992304, "total_loss": 0.2072371719405055} +{"data_time": 0.0036979265005356865, "eta_seconds": 5461.220973595846, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06167520571339854, "fast_rcnn/fg_cls_accuracy": 0.9249978095154648, "iteration": 41239, "loss_box_reg": 0.10172396525740623, "loss_cls": 0.05852673016488552, "loss_rpn_cls": 0.007626104401424527, "loss_rpn_loc": 0.03180940542370081, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2917473540001083, "total_loss": 0.2287301430478692} +{"data_time": 0.003856963499856647, "eta_seconds": 5455.19775241979, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04240487709205021, "fast_rcnn/fg_cls_accuracy": 0.9508779302406314, "iteration": 41259, "loss_box_reg": 0.12585831433534622, "loss_cls": 0.055073194205760956, "loss_rpn_cls": 0.007441116031259298, "loss_rpn_loc": 0.022514269687235355, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29124632599905453, "total_loss": 0.21753981709480286} +{"data_time": 0.0037764449989481363, "eta_seconds": 5448.747142803477, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07628350016144655, "fast_rcnn/fg_cls_accuracy": 0.9075187969924812, "iteration": 41279, "loss_box_reg": 0.13495315611362457, "loss_cls": 0.09078321233391762, "loss_rpn_cls": 0.010218041483312845, "loss_rpn_loc": 0.03460822068154812, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2907196614996792, "total_loss": 0.2782624657265842} +{"data_time": 0.0037697545003538835, "eta_seconds": 5443.5537870997905, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06984010809593513, "fast_rcnn/fg_cls_accuracy": 0.9155196828094024, "iteration": 41299, "loss_box_reg": 0.1202152632176876, "loss_cls": 0.07892335206270218, "loss_rpn_cls": 0.009952030144631863, "loss_rpn_loc": 0.03755385801196098, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2902283234998322, "total_loss": 0.2645541843958199} +{"data_time": 0.00378774050022912, "eta_seconds": 5437.839149067113, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.039803439803439804, "fast_rcnn/fg_cls_accuracy": 0.9447243854023515, "iteration": 41319, "loss_box_reg": 0.11073311045765877, "loss_cls": 0.05617419071495533, "loss_rpn_cls": 0.005450441502034664, "loss_rpn_loc": 0.01946176216006279, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29147948250101763, "total_loss": 0.22606530180200934} +{"data_time": 0.0037934599995423923, "eta_seconds": 5431.909821779791, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07009074781659388, "fast_rcnn/fg_cls_accuracy": 0.9168486171761281, "iteration": 41339, "loss_box_reg": 0.14489924907684326, "loss_cls": 0.07725237309932709, "loss_rpn_cls": 0.009664237964898348, "loss_rpn_loc": 0.037806542590260506, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2890674555001169, "total_loss": 0.29091057693585753} +{"data_time": 0.0037484785007109167, "eta_seconds": 5425.825676861641, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08463541666666666, "fast_rcnn/fg_cls_accuracy": 0.9135057471264367, "iteration": 41359, "loss_box_reg": 0.13858874142169952, "loss_cls": 0.07678201422095299, "loss_rpn_cls": 0.016057082451879978, "loss_rpn_loc": 0.0598149299621582, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.2908283325004959, "total_loss": 0.3036005236208439} +{"data_time": 0.00380096649951156, "eta_seconds": 5419.640587553458, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06066176470588235, "fast_rcnn/fg_cls_accuracy": 0.9371408045977012, "iteration": 41379, "loss_box_reg": 0.11423202231526375, "loss_cls": 0.0682516060769558, "loss_rpn_cls": 0.00782181671820581, "loss_rpn_loc": 0.032967206090688705, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28917130549962167, "total_loss": 0.23180645884713158} +{"data_time": 0.003745708500900946, "eta_seconds": 5413.2746405988655, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.060546875, "fast_rcnn/fg_cls_accuracy": 0.9252329192546584, "iteration": 41399, "loss_box_reg": 0.10681376978754997, "loss_cls": 0.082703847438097, "loss_rpn_cls": 0.007925297599285841, "loss_rpn_loc": 0.02986369002610445, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.28980274950026796, "total_loss": 0.2657779618166387} +{"data_time": 0.0038652635003018077, "eta_seconds": 5408.360572751571, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04771241830065359, "fast_rcnn/fg_cls_accuracy": 0.9371717171717171, "iteration": 41419, "loss_box_reg": 0.11146136745810509, "loss_cls": 0.053740328177809715, "loss_rpn_cls": 0.005517639452591538, "loss_rpn_loc": 0.023603313602507114, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29314831949977815, "total_loss": 0.2026895359158516} +{"data_time": 0.003846092999992834, "eta_seconds": 5401.5570009627845, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06360785513509379, "fast_rcnn/fg_cls_accuracy": 0.9245391705069124, "iteration": 41439, "loss_box_reg": 0.10554013028740883, "loss_cls": 0.06517412513494492, "loss_rpn_cls": 0.00679427245631814, "loss_rpn_loc": 0.022801466286182404, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28921399249975366, "total_loss": 0.23131605610251427} +{"data_time": 0.0036912460000166902, "eta_seconds": 5395.640774676103, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04154589371980676, "fast_rcnn/fg_cls_accuracy": 0.9443843085372943, "iteration": 41459, "loss_box_reg": 0.1122119091451168, "loss_cls": 0.05914880149066448, "loss_rpn_cls": 0.006516826804727316, "loss_rpn_loc": 0.02490865159779787, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29032568900038314, "total_loss": 0.20476611843332648} +{"data_time": 0.0036893010001222137, "eta_seconds": 5388.683606491468, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.051351351351351354, "fast_rcnn/fg_cls_accuracy": 0.94162605228179, "iteration": 41479, "loss_box_reg": 0.09605598449707031, "loss_cls": 0.06123964488506317, "loss_rpn_cls": 0.00559921283274889, "loss_rpn_loc": 0.02338743954896927, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.28891892849969736, "total_loss": 0.18023635097779334} +{"data_time": 0.0037187319994700374, "eta_seconds": 5382.165243493546, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09841019576928131, "fast_rcnn/fg_cls_accuracy": 0.8975290697674418, "iteration": 41499, "loss_box_reg": 0.12795866280794144, "loss_cls": 0.08670081198215485, "loss_rpn_cls": 0.008735773153603077, "loss_rpn_loc": 0.05051431059837341, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.29050491750058427, "total_loss": 0.2795431665144861} +{"data_time": 0.003793950500948995, "eta_seconds": 5375.857021923657, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07192530082825441, "fast_rcnn/fg_cls_accuracy": 0.9208488458674609, "iteration": 41519, "loss_box_reg": 0.13804009556770325, "loss_cls": 0.0822918601334095, "loss_rpn_cls": 0.006748196203261614, "loss_rpn_loc": 0.032503518275916576, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2912020190005933, "total_loss": 0.23876171314623207} +{"data_time": 0.0037141170005270396, "eta_seconds": 5370.461470418541, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06494151513308602, "fast_rcnn/fg_cls_accuracy": 0.9330008716981897, "iteration": 41539, "loss_box_reg": 0.109268419444561, "loss_cls": 0.06546294689178467, "loss_rpn_cls": 0.005512146046385169, "loss_rpn_loc": 0.03163548465818167, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2912787325003592, "total_loss": 0.212555096950382} +{"data_time": 0.0038634789998468477, "eta_seconds": 5364.336226993219, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.056144021140717905, "fast_rcnn/fg_cls_accuracy": 0.9326353843167702, "iteration": 41559, "loss_box_reg": 0.11902632564306259, "loss_cls": 0.060282522812485695, "loss_rpn_cls": 0.004556015599519014, "loss_rpn_loc": 0.027922486886382103, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29307730150048883, "total_loss": 0.22311283694580197} +{"data_time": 0.0037899155004197382, "eta_seconds": 5358.8245008185, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05549177190968235, "fast_rcnn/fg_cls_accuracy": 0.9349930037313433, "iteration": 41579, "loss_box_reg": 0.11723729595541954, "loss_cls": 0.06829885765910149, "loss_rpn_cls": 0.007275486830621958, "loss_rpn_loc": 0.026336252689361572, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29333084799964126, "total_loss": 0.22678996669128537} +{"data_time": 0.0037872700004299986, "eta_seconds": 5352.2705588104145, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06029611211573237, "fast_rcnn/fg_cls_accuracy": 0.9288499610054592, "iteration": 41599, "loss_box_reg": 0.10660834610462189, "loss_cls": 0.062285978347063065, "loss_rpn_cls": 0.007470015669241548, "loss_rpn_loc": 0.031728653237223625, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2928514904988333, "total_loss": 0.21699614147655666} +{"data_time": 0.00378784549957345, "eta_seconds": 5346.881770723176, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0642904104442566, "fast_rcnn/fg_cls_accuracy": 0.9347758827396837, "iteration": 41619, "loss_box_reg": 0.11221025139093399, "loss_cls": 0.07082868739962578, "loss_rpn_cls": 0.005301722791045904, "loss_rpn_loc": 0.024447754956781864, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2911602620006306, "total_loss": 0.2268292629159987} +{"data_time": 0.0038744290004615323, "eta_seconds": 5341.714618324113, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0841063574570172, "fast_rcnn/fg_cls_accuracy": 0.9090464731538577, "iteration": 41639, "loss_box_reg": 0.12269949167966843, "loss_cls": 0.06381601467728615, "loss_rpn_cls": 0.007586031220853329, "loss_rpn_loc": 0.0286584310233593, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29124782100006996, "total_loss": 0.2539845046121627} +{"data_time": 0.003781814999456401, "eta_seconds": 5336.477529375752, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04892003676470588, "fast_rcnn/fg_cls_accuracy": 0.9422794117647059, "iteration": 41659, "loss_box_reg": 0.09362908452749252, "loss_cls": 0.06029370240867138, "loss_rpn_cls": 0.008069823030382395, "loss_rpn_loc": 0.028663944453001022, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.291675321999719, "total_loss": 0.22301234491169453} +{"data_time": 0.003819702000328107, "eta_seconds": 5331.6091623401735, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.075998075998076, "fast_rcnn/fg_cls_accuracy": 0.9142616642616643, "iteration": 41679, "loss_box_reg": 0.12665187567472458, "loss_cls": 0.0732053630053997, "loss_rpn_cls": 0.009904544800519943, "loss_rpn_loc": 0.03948613628745079, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.291341150498738, "total_loss": 0.2445210963487625} +{"data_time": 0.00378591549997509, "eta_seconds": 5325.837406949449, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05830065359477124, "fast_rcnn/fg_cls_accuracy": 0.933667863160208, "iteration": 41699, "loss_box_reg": 0.13013829290866852, "loss_cls": 0.0785374715924263, "loss_rpn_cls": 0.006302973255515099, "loss_rpn_loc": 0.0316704073920846, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29093427199950384, "total_loss": 0.27142913499847054} +{"data_time": 0.003673490000437596, "eta_seconds": 5320.365985906064, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07372598162071846, "fast_rcnn/fg_cls_accuracy": 0.91077082921037, "iteration": 41719, "loss_box_reg": 0.11374810710549355, "loss_cls": 0.08337889239192009, "loss_rpn_cls": 0.01262143487110734, "loss_rpn_loc": 0.03074817731976509, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2880660494993208, "total_loss": 0.2267805179581046} +{"data_time": 0.003821562000666745, "eta_seconds": 5315.473217992458, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07054752334024897, "fast_rcnn/fg_cls_accuracy": 0.8984357938414501, "iteration": 41739, "loss_box_reg": 0.12188245728611946, "loss_cls": 0.08121103420853615, "loss_rpn_cls": 0.009968556929379702, "loss_rpn_loc": 0.037221625447273254, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.291893936499946, "total_loss": 0.23211578326299787} +{"data_time": 0.0037635039998349384, "eta_seconds": 5310.4254287917865, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.039602855867916106, "fast_rcnn/fg_cls_accuracy": 0.9458645392380332, "iteration": 41759, "loss_box_reg": 0.10981973260641098, "loss_cls": 0.05515182018280029, "loss_rpn_cls": 0.008665253408253193, "loss_rpn_loc": 0.02439475804567337, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.29209388100116485, "total_loss": 0.19996951520442963} +{"data_time": 0.003917196499969577, "eta_seconds": 5304.602593891796, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05874741200828157, "fast_rcnn/fg_cls_accuracy": 0.9331558710440698, "iteration": 41779, "loss_box_reg": 0.10671883448958397, "loss_cls": 0.054638659581542015, "loss_rpn_cls": 0.007281580474227667, "loss_rpn_loc": 0.029284936375916004, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2913207149995287, "total_loss": 0.19971779303159565} +{"data_time": 0.003745298500689387, "eta_seconds": 5298.779758991805, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05684615384615385, "fast_rcnn/fg_cls_accuracy": 0.9380233864379085, "iteration": 41799, "loss_box_reg": 0.11459830403327942, "loss_cls": 0.06610187888145447, "loss_rpn_cls": 0.0060201643500477076, "loss_rpn_loc": 0.03505697473883629, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2911956839998311, "total_loss": 0.2586323201248888} +{"data_time": 0.00384151800062682, "eta_seconds": 5292.956924091814, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06868699596774194, "fast_rcnn/fg_cls_accuracy": 0.9313130040322581, "iteration": 41819, "loss_box_reg": 0.14442627876996994, "loss_cls": 0.08967834711074829, "loss_rpn_cls": 0.009286575950682163, "loss_rpn_loc": 0.02809181995689869, "lr": 0.00025, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2924928339998587, "total_loss": 0.2537010664236732} +{"data_time": 0.0038050510001994553, "eta_seconds": 5287.931276881136, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07130655734204513, "fast_rcnn/fg_cls_accuracy": 0.9265993265993266, "iteration": 41839, "loss_box_reg": 0.13167256861925125, "loss_cls": 0.07146639749407768, "loss_rpn_cls": 0.00929591665044427, "loss_rpn_loc": 0.048918239772319794, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2921400129998801, "total_loss": 0.24372962024062872} +{"data_time": 0.003701231498780544, "eta_seconds": 5280.541301992507, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.03390073978309273, "fast_rcnn/fg_cls_accuracy": 0.9637302862149533, "iteration": 41859, "loss_box_reg": 0.0890854075551033, "loss_cls": 0.05280637741088867, "loss_rpn_cls": 0.006485259626060724, "loss_rpn_loc": 0.03547150269150734, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28999432799992064, "total_loss": 0.2182592055760324} +{"data_time": 0.0038137110004754504, "eta_seconds": 5273.875784709853, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06217948717948718, "fast_rcnn/fg_cls_accuracy": 0.9197916666666667, "iteration": 41879, "loss_box_reg": 0.11536246538162231, "loss_cls": 0.06567210704088211, "loss_rpn_cls": 0.006832525599747896, "loss_rpn_loc": 0.025265621952712536, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2886454715007858, "total_loss": 0.2087166055571288} +{"data_time": 0.0037110564999238704, "eta_seconds": 5268.054729759842, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07300485557768924, "fast_rcnn/fg_cls_accuracy": 0.9250420194223108, "iteration": 41899, "loss_box_reg": 0.11047704145312309, "loss_cls": 0.06470188684761524, "loss_rpn_cls": 0.012087313458323479, "loss_rpn_loc": 0.03963036835193634, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.29109265450006205, "total_loss": 0.23936376968049444} +{"data_time": 0.0038598634992013103, "eta_seconds": 5262.233674809831, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.07309746328437916, "fast_rcnn/fg_cls_accuracy": 0.9209946595460614, "iteration": 41919, "loss_box_reg": 0.1241474598646164, "loss_cls": 0.07228142395615578, "loss_rpn_cls": 0.010929098818451166, "loss_rpn_loc": 0.030204917304217815, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2911876440002743, "total_loss": 0.26791199669241905} +{"data_time": 0.003863724000439106, "eta_seconds": 5256.958058959244, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.041206791995148574, "fast_rcnn/fg_cls_accuracy": 0.9529264168439426, "iteration": 41939, "loss_box_reg": 0.10809450224041939, "loss_cls": 0.05627566948533058, "loss_rpn_cls": 0.007100097136572003, "loss_rpn_loc": 0.025260653346776962, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.29295737050051684, "total_loss": 0.19564111856743693} +{"data_time": 0.003757963500902406, "eta_seconds": 5251.935508825773, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06030819140308191, "fast_rcnn/fg_cls_accuracy": 0.9329253472222222, "iteration": 41959, "loss_box_reg": 0.11426670476794243, "loss_cls": 0.05840790644288063, "loss_rpn_cls": 0.006793637527152896, "loss_rpn_loc": 0.02952813170850277, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2927722075000929, "total_loss": 0.22389402776025236} +{"data_time": 0.0036935504995199153, "eta_seconds": 5246.698280546789, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05215472481827622, "fast_rcnn/fg_cls_accuracy": 0.9338811902459985, "iteration": 41979, "loss_box_reg": 0.10591940209269524, "loss_cls": 0.05257441848516464, "loss_rpn_cls": 0.010857545770704746, "loss_rpn_loc": 0.024749979376792908, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2912693975004004, "total_loss": 0.19204552785959095} +{"data_time": 0.003884720500536787, "eta_seconds": 5241.550472997915, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.08454241071428571, "fast_rcnn/fg_cls_accuracy": 0.8951552774896265, "iteration": 41999, "loss_box_reg": 0.12655947357416153, "loss_cls": 0.08663254231214523, "loss_rpn_cls": 0.007223805645480752, "loss_rpn_loc": 0.03358680009841919, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29292779349998455, "total_loss": 0.256275835679844} +{"data_time": 0.003785055500884482, "eta_seconds": 5235.726528027917, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05478664508985606, "fast_rcnn/fg_cls_accuracy": 0.9386345401664828, "iteration": 42019, "loss_box_reg": 0.10602815449237823, "loss_cls": 0.06211822293698788, "loss_rpn_cls": 0.006127758650109172, "loss_rpn_loc": 0.029866386204957962, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29038475699871924, "total_loss": 0.19527528388425708} +{"data_time": 0.003739882999980182, "eta_seconds": 5228.645329185747, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.058700467634752646, "fast_rcnn/fg_cls_accuracy": 0.922240218495935, "iteration": 42039, "loss_box_reg": 0.11611314862966537, "loss_cls": 0.06380697526037693, "loss_rpn_cls": 0.006838152185082436, "loss_rpn_loc": 0.03774243965744972, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2900813729993388, "total_loss": 0.2676859460771084} +{"data_time": 0.0037040215011074906, "eta_seconds": 5222.32144199259, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07489882970578585, "fast_rcnn/fg_cls_accuracy": 0.9134114583333333, "iteration": 42059, "loss_box_reg": 0.1268358677625656, "loss_cls": 0.09939828887581825, "loss_rpn_cls": 0.00941585935652256, "loss_rpn_loc": 0.0294954190030694, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2909443030002876, "total_loss": 0.2814487614668906} +{"data_time": 0.003775330000280519, "eta_seconds": 5216.206446099095, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06514830508474576, "fast_rcnn/fg_cls_accuracy": 0.9285201435979258, "iteration": 42079, "loss_box_reg": 0.10294852405786514, "loss_cls": 0.06231355853378773, "loss_rpn_cls": 0.00935381930321455, "loss_rpn_loc": 0.02521677315235138, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2884882234993711, "total_loss": 0.21270494163036346} +{"data_time": 0.0038255674999163602, "eta_seconds": 5210.677469992606, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07669789227166277, "fast_rcnn/fg_cls_accuracy": 0.9041053921568627, "iteration": 42099, "loss_box_reg": 0.10622963681817055, "loss_cls": 0.08125903829932213, "loss_rpn_cls": 0.009367285761982203, "loss_rpn_loc": 0.03852885589003563, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29107799849953153, "total_loss": 0.2470395629061386} +{"data_time": 0.003758763999940129, "eta_seconds": 5204.855483992615, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09053254437869823, "fast_rcnn/fg_cls_accuracy": 0.9006172839506172, "iteration": 42119, "loss_box_reg": 0.11370828747749329, "loss_cls": 0.07688860967755318, "loss_rpn_cls": 0.009553027804940939, "loss_rpn_loc": 0.04591054283082485, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2903406140003426, "total_loss": 0.24109832663089037} +{"data_time": 0.0037338530009947135, "eta_seconds": 5199.372311133429, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.05363904597983772, "fast_rcnn/fg_cls_accuracy": 0.9358481044597238, "iteration": 42139, "loss_box_reg": 0.12816115841269493, "loss_cls": 0.07523138448596, "loss_rpn_cls": 0.007635575020685792, "loss_rpn_loc": 0.036996182054281235, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2919424834999518, "total_loss": 0.26034501334652305} +{"data_time": 0.0037634440004694625, "eta_seconds": 5193.12175895262, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05915703893881044, "fast_rcnn/fg_cls_accuracy": 0.9408429610611896, "iteration": 42159, "loss_box_reg": 0.1022259071469307, "loss_cls": 0.06911391392350197, "loss_rpn_cls": 0.005006576189771295, "loss_rpn_loc": 0.05010283924639225, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29128646249955636, "total_loss": 0.23915281239897013} +{"data_time": 0.003952072999709344, "eta_seconds": 5187.299873572629, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06852182650440997, "fast_rcnn/fg_cls_accuracy": 0.93147817349559, "iteration": 42179, "loss_box_reg": 0.11822837591171265, "loss_cls": 0.08226087689399719, "loss_rpn_cls": 0.007405642652884126, "loss_rpn_loc": 0.024833849631249905, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2913403359998483, "total_loss": 0.23442400619387627} +{"data_time": 0.0037751644995296374, "eta_seconds": 5181.263053207294, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05330900983074896, "fast_rcnn/fg_cls_accuracy": 0.9386446886446886, "iteration": 42199, "loss_box_reg": 0.10140129923820496, "loss_cls": 0.06698302179574966, "loss_rpn_cls": 0.009973019361495972, "loss_rpn_loc": 0.025703469291329384, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2897606429996813, "total_loss": 0.21172778774052858} +{"data_time": 0.0037191219998931047, "eta_seconds": 5175.656102812645, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07731386612021858, "fast_rcnn/fg_cls_accuracy": 0.919953893442623, "iteration": 42219, "loss_box_reg": 0.10833505913615227, "loss_cls": 0.06770283728837967, "loss_rpn_cls": 0.008494793437421322, "loss_rpn_loc": 0.026760803535580635, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29026446100033354, "total_loss": 0.22311077965423465} +{"data_time": 0.004045437500280968, "eta_seconds": 5169.72037584128, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05250706214689266, "fast_rcnn/fg_cls_accuracy": 0.9394153444903282, "iteration": 42239, "loss_box_reg": 0.1114494763314724, "loss_cls": 0.06404531747102737, "loss_rpn_cls": 0.010270502418279648, "loss_rpn_loc": 0.024801282212138176, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29139446300087, "total_loss": 0.22656580293551087} +{"data_time": 0.0037250980003591394, "eta_seconds": 5163.898618661278, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05501827939560934, "fast_rcnn/fg_cls_accuracy": 0.9255434782608696, "iteration": 42259, "loss_box_reg": 0.11720415577292442, "loss_cls": 0.06786445528268814, "loss_rpn_cls": 0.010362118482589722, "loss_rpn_loc": 0.02941964939236641, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2911134799996944, "total_loss": 0.22472359682433307} +{"data_time": 0.0037784099995405995, "eta_seconds": 5158.076861481277, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07853618421052631, "fast_rcnn/fg_cls_accuracy": 0.9165363904811534, "iteration": 42279, "loss_box_reg": 0.11280099675059319, "loss_cls": 0.0723053589463234, "loss_rpn_cls": 0.006651296280324459, "loss_rpn_loc": 0.02649017423391342, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29015867650105065, "total_loss": 0.22567127412185073} +{"data_time": 0.003753143500034639, "eta_seconds": 5151.793638757772, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05754756743737957, "fast_rcnn/fg_cls_accuracy": 0.9301346801346801, "iteration": 42299, "loss_box_reg": 0.11598347499966621, "loss_cls": 0.058792151510715485, "loss_rpn_cls": 0.007693479768931866, "loss_rpn_loc": 0.03582184016704559, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2897641925001153, "total_loss": 0.2166649978607893} +{"data_time": 0.0037095964999025455, "eta_seconds": 5145.957551804022, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0917960088691796, "fast_rcnn/fg_cls_accuracy": 0.9010422942523195, "iteration": 42319, "loss_box_reg": 0.12684794887900352, "loss_cls": 0.0818948969244957, "loss_rpn_cls": 0.009547723457217216, "loss_rpn_loc": 0.033490654081106186, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2914067639994755, "total_loss": 0.2607532097026706} +{"data_time": 0.0037919304995739367, "eta_seconds": 5139.777826036861, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06990849944270199, "fast_rcnn/fg_cls_accuracy": 0.9300915005572981, "iteration": 42339, "loss_box_reg": 0.11889873072504997, "loss_cls": 0.08559189364314079, "loss_rpn_cls": 0.007559668971225619, "loss_rpn_loc": 0.029568961821496487, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.28957447450102336, "total_loss": 0.2585915371309966} +{"data_time": 0.0037745899990113685, "eta_seconds": 5134.315113904013, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0614253890562249, "fast_rcnn/fg_cls_accuracy": 0.9366214859437751, "iteration": 42359, "loss_box_reg": 0.13140516728162766, "loss_cls": 0.06977027654647827, "loss_rpn_cls": 0.007634649984538555, "loss_rpn_loc": 0.02404433023184538, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2915146939994884, "total_loss": 0.2601473748218268} +{"data_time": 0.003751588999875821, "eta_seconds": 5128.96807558127, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.062214359427981716, "fast_rcnn/fg_cls_accuracy": 0.926000663423264, "iteration": 42379, "loss_box_reg": 0.1122083067893982, "loss_cls": 0.07268708571791649, "loss_rpn_cls": 0.00633006333373487, "loss_rpn_loc": 0.027161194011569023, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29287730699979875, "total_loss": 0.2265298324637115} +{"data_time": 0.003725247499460238, "eta_seconds": 5123.624967997603, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06973071808510639, "fast_rcnn/fg_cls_accuracy": 0.9237415672029061, "iteration": 42399, "loss_box_reg": 0.12472114711999893, "loss_cls": 0.06803308054804802, "loss_rpn_cls": 0.005055452464148402, "loss_rpn_loc": 0.02484809421002865, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2889870620001602, "total_loss": 0.24033122515538707} +{"data_time": 0.003792025499024021, "eta_seconds": 5116.920106955495, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06694837592913146, "fast_rcnn/fg_cls_accuracy": 0.923287095418243, "iteration": 42419, "loss_box_reg": 0.12418423965573311, "loss_cls": 0.07035430520772934, "loss_rpn_cls": 0.01232282118871808, "loss_rpn_loc": 0.03223646618425846, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2904591594997328, "total_loss": 0.23675938975065947} +{"data_time": 0.0037836495002920856, "eta_seconds": 5111.502804041265, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07575974770642202, "fast_rcnn/fg_cls_accuracy": 0.9155057197870653, "iteration": 42439, "loss_box_reg": 0.09149038046598434, "loss_cls": 0.05581636726856232, "loss_rpn_cls": 0.008657427970319986, "loss_rpn_loc": 0.04940198175609112, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2911916494995239, "total_loss": 0.23476953920908272} +{"data_time": 0.00377561450113717, "eta_seconds": 5106.436617451, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06656103864139798, "fast_rcnn/fg_cls_accuracy": 0.930721239544769, "iteration": 42459, "loss_box_reg": 0.09466634318232536, "loss_cls": 0.059596678242087364, "loss_rpn_cls": 0.00737605825997889, "loss_rpn_loc": 0.024917924776673317, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29344560299978184, "total_loss": 0.1949358568963362} +{"data_time": 0.0036813105007240665, "eta_seconds": 5102.3923663186, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07498816287878787, "fast_rcnn/fg_cls_accuracy": 0.9138410115979381, "iteration": 42479, "loss_box_reg": 0.118624497205019, "loss_cls": 0.07859212532639503, "loss_rpn_cls": 0.006651618517935276, "loss_rpn_loc": 0.04141961224377155, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2921229370003857, "total_loss": 0.26443022035527974} +{"data_time": 0.0037682094998672255, "eta_seconds": 5096.9329600116, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05448848066578707, "fast_rcnn/fg_cls_accuracy": 0.9394476353415617, "iteration": 42499, "loss_box_reg": 0.11428980529308319, "loss_cls": 0.07005178555846214, "loss_rpn_cls": 0.007699715672060847, "loss_rpn_loc": 0.035013310611248016, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.293821104500239, "total_loss": 0.24596320374985225} +{"data_time": 0.00377868000032322, "eta_seconds": 5091.7529319704045, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.052253923777428574, "fast_rcnn/fg_cls_accuracy": 0.9346825952782143, "iteration": 42519, "loss_box_reg": 0.09336971119046211, "loss_cls": 0.05739489942789078, "loss_rpn_cls": 0.008233640342950821, "loss_rpn_loc": 0.036139342933893204, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.29276726650005, "total_loss": 0.19684891519136727} +{"data_time": 0.003692381000291789, "eta_seconds": 5086.403192075613, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07378129117259552, "fast_rcnn/fg_cls_accuracy": 0.9216037030299356, "iteration": 42539, "loss_box_reg": 0.11908125877380371, "loss_cls": 0.07202749699354172, "loss_rpn_cls": 0.007791189011186361, "loss_rpn_loc": 0.03125677350908518, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29260400450039015, "total_loss": 0.2640559730352834} +{"data_time": 0.0037346030003391206, "eta_seconds": 5080.850057523057, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.07767722473604827, "fast_rcnn/fg_cls_accuracy": 0.9162792264672192, "iteration": 42559, "loss_box_reg": 0.10461749881505966, "loss_cls": 0.05056511051952839, "loss_rpn_cls": 0.006096077850088477, "loss_rpn_loc": 0.039175478741526604, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29311258750112756, "total_loss": 0.20092116459272802} +{"data_time": 0.0038208974992812728, "eta_seconds": 5074.354266281316, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05184659090909091, "fast_rcnn/fg_cls_accuracy": 0.9366122159090908, "iteration": 42579, "loss_box_reg": 0.12456358224153519, "loss_cls": 0.06628959625959396, "loss_rpn_cls": 0.007986059412360191, "loss_rpn_loc": 0.02614572085440159, "lr": 0.00025, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29108875949987123, "total_loss": 0.20656608743593097} +{"data_time": 0.003818596500423155, "eta_seconds": 5067.8076288115335, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.04090474890829694, "fast_rcnn/fg_cls_accuracy": 0.9527753138646289, "iteration": 42599, "loss_box_reg": 0.11011743173003197, "loss_cls": 0.04639473184943199, "loss_rpn_cls": 0.007077275542542338, "loss_rpn_loc": 0.01940097752958536, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2886151945003803, "total_loss": 0.1948071486549452} +{"data_time": 0.0038135165004860028, "eta_seconds": 5062.380573245209, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0508556667742977, "fast_rcnn/fg_cls_accuracy": 0.9350076687116564, "iteration": 42619, "loss_box_reg": 0.12995769828557968, "loss_cls": 0.06475301459431648, "loss_rpn_cls": 0.006909819319844246, "loss_rpn_loc": 0.02564212866127491, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29274336600065, "total_loss": 0.24449227636796422} +{"data_time": 0.003732777999175596, "eta_seconds": 5056.157496331507, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07983716475095785, "fast_rcnn/fg_cls_accuracy": 0.9131720430107526, "iteration": 42639, "loss_box_reg": 0.13085633516311646, "loss_cls": 0.08273705095052719, "loss_rpn_cls": 0.010554127395153046, "loss_rpn_loc": 0.05780323967337608, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.2898995340010515, "total_loss": 0.272150375880301} +{"data_time": 0.0038437929997598985, "eta_seconds": 5050.059229697072, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.047025848645281844, "fast_rcnn/fg_cls_accuracy": 0.9436824056977051, "iteration": 42659, "loss_box_reg": 0.0911940187215805, "loss_cls": 0.05463700369000435, "loss_rpn_cls": 0.008702581282705069, "loss_rpn_loc": 0.03647778928279877, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29048426099961944, "total_loss": 0.20657033834140748} +{"data_time": 0.003671800000120129, "eta_seconds": 5042.845769651649, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04421072226358898, "fast_rcnn/fg_cls_accuracy": 0.9482412366114897, "iteration": 42679, "loss_box_reg": 0.11175056174397469, "loss_cls": 0.05124557018280029, "loss_rpn_cls": 0.009669991675764322, "loss_rpn_loc": 0.023294957354664803, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2881465130003562, "total_loss": 0.2028825841844082} +{"data_time": 0.0037543690004895325, "eta_seconds": 5036.354297152957, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06971768640566595, "fast_rcnn/fg_cls_accuracy": 0.925071275837491, "iteration": 42699, "loss_box_reg": 0.12957992032170296, "loss_cls": 0.08128992468118668, "loss_rpn_cls": 0.006568838143721223, "loss_rpn_loc": 0.02338065393269062, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28953678749985556, "total_loss": 0.2586860372684896} +{"data_time": 0.003792350499679742, "eta_seconds": 5032.228895992739, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.062350515463917525, "fast_rcnn/fg_cls_accuracy": 0.9310721649484537, "iteration": 42719, "loss_box_reg": 0.12324084341526031, "loss_cls": 0.08355537801980972, "loss_rpn_cls": 0.0071050606202334166, "loss_rpn_loc": 0.04259700886905193, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29182096799922874, "total_loss": 0.2567663099616766} +{"data_time": 0.003748188500139804, "eta_seconds": 5026.4045569927475, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.065906362545018, "fast_rcnn/fg_cls_accuracy": 0.9166827386692382, "iteration": 42739, "loss_box_reg": 0.1268843151628971, "loss_cls": 0.07708723843097687, "loss_rpn_cls": 0.008537160232663155, "loss_rpn_loc": 0.05500241741538048, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2925545920006698, "total_loss": 0.2768414195161313} +{"data_time": 0.00379206100024021, "eta_seconds": 5020.15014034565, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.0560869979059585, "fast_rcnn/fg_cls_accuracy": 0.9414620217018846, "iteration": 42759, "loss_box_reg": 0.09606759250164032, "loss_cls": 0.044548150151968, "loss_rpn_cls": 0.005742275854572654, "loss_rpn_loc": 0.027127022854983807, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29247860399937053, "total_loss": 0.17710282560437918} +{"data_time": 0.0040144060003513005, "eta_seconds": 5012.545760878693, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05360964474247396, "fast_rcnn/fg_cls_accuracy": 0.9435864825581395, "iteration": 42779, "loss_box_reg": 0.1310076266527176, "loss_cls": 0.06479081138968468, "loss_rpn_cls": 0.006472601322457194, "loss_rpn_loc": 0.028994410298764706, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2878470790001302, "total_loss": 0.258123505191179} +{"data_time": 0.004147542000282556, "eta_seconds": 5007.24242260294, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06862081692913385, "fast_rcnn/fg_cls_accuracy": 0.9261363636363636, "iteration": 42799, "loss_box_reg": 0.11268838495016098, "loss_cls": 0.08408710733056068, "loss_rpn_cls": 0.010112191550433636, "loss_rpn_loc": 0.04280488379299641, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.293822975000694, "total_loss": 0.2660893412830774} +{"data_time": 0.0038909599998078193, "eta_seconds": 5000.902216718696, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.05729166666666667, "fast_rcnn/fg_cls_accuracy": 0.9397085970464135, "iteration": 42819, "loss_box_reg": 0.10209793969988823, "loss_cls": 0.049458472058176994, "loss_rpn_cls": 0.008949092123657465, "loss_rpn_loc": 0.03620932623744011, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.291464201499366, "total_loss": 0.21716092340648174} +{"data_time": 0.0036667394988398883, "eta_seconds": 4995.29864261709, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.08001077586206896, "fast_rcnn/fg_cls_accuracy": 0.9143465023293349, "iteration": 42839, "loss_box_reg": 0.12778716534376144, "loss_cls": 0.08018328249454498, "loss_rpn_cls": 0.00571983284316957, "loss_rpn_loc": 0.042537495493888855, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2933862805002718, "total_loss": 0.26405372051522136} +{"data_time": 0.0037246814999889466, "eta_seconds": 4992.081767691361, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06776102309601069, "fast_rcnn/fg_cls_accuracy": 0.9203612479474549, "iteration": 42859, "loss_box_reg": 0.10955000296235085, "loss_cls": 0.07477065175771713, "loss_rpn_cls": 0.006093594944104552, "loss_rpn_loc": 0.024759644642472267, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.2936640530006116, "total_loss": 0.22110109915956855} +{"data_time": 0.003820501999143744, "eta_seconds": 4987.571500323538, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08248443689869836, "fast_rcnn/fg_cls_accuracy": 0.9175155631013017, "iteration": 42879, "loss_box_reg": 0.14195335656404495, "loss_cls": 0.07052704319357872, "loss_rpn_cls": 0.009069932857528329, "loss_rpn_loc": 0.03985419124364853, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29252017050112045, "total_loss": 0.28498836245853454} +{"data_time": 0.0037777844991069287, "eta_seconds": 4981.868445595592, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06454178237818733, "fast_rcnn/fg_cls_accuracy": 0.9248471467391304, "iteration": 42899, "loss_box_reg": 0.12072483450174332, "loss_cls": 0.06818469986319542, "loss_rpn_cls": 0.009987466502934694, "loss_rpn_loc": 0.024586954154074192, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29242489600073895, "total_loss": 0.24806279223412275} +{"data_time": 0.0037960805002512643, "eta_seconds": 4976.540016423423, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.07734623541887592, "fast_rcnn/fg_cls_accuracy": 0.9168662490788504, "iteration": 42919, "loss_box_reg": 0.11052009463310242, "loss_cls": 0.06125539913773537, "loss_rpn_cls": 0.006551965605467558, "loss_rpn_loc": 0.025326608680188656, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29159745749893773, "total_loss": 0.23175461974460632} +{"data_time": 0.0037780195007144357, "eta_seconds": 4969.7146505955425, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06172510654784967, "fast_rcnn/fg_cls_accuracy": 0.9361197210383572, "iteration": 42939, "loss_box_reg": 0.10186536610126495, "loss_cls": 0.06332601048052311, "loss_rpn_cls": 0.007593180285766721, "loss_rpn_loc": 0.0233336566016078, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29059816150038387, "total_loss": 0.2112684971652925} +{"data_time": 0.003997030000391533, "eta_seconds": 4963.233941401777, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0782674772036474, "fast_rcnn/fg_cls_accuracy": 0.9203374335106382, "iteration": 42959, "loss_box_reg": 0.10593673586845398, "loss_cls": 0.06564098596572876, "loss_rpn_cls": 0.009152334183454514, "loss_rpn_loc": 0.026544438675045967, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2917222935002428, "total_loss": 0.2100683631724678} +{"data_time": 0.003734853499736346, "eta_seconds": 4957.674580554067, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.056732859118751235, "fast_rcnn/fg_cls_accuracy": 0.9370430744912073, "iteration": 42979, "loss_box_reg": 0.1275705322623253, "loss_cls": 0.05624743364751339, "loss_rpn_cls": 0.007762452121824026, "loss_rpn_loc": 0.03348040580749512, "lr": 0.00025, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29340315100034786, "total_loss": 0.22153223864734173} +{"data_time": 0.0038653040001008776, "eta_seconds": 4949.518669014651, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.059250398724082935, "fast_rcnn/fg_cls_accuracy": 0.9302800210674158, "iteration": 42999, "loss_box_reg": 0.10812236368656158, "loss_cls": 0.06629205495119095, "loss_rpn_cls": 0.0047778922598809, "loss_rpn_loc": 0.02121184952557087, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.2909882895000919, "total_loss": 0.21174380858428776} +{"data_time": 0.003773595499296789, "eta_seconds": 4943.695705874634, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.08658985367563304, "fast_rcnn/fg_cls_accuracy": 0.9111664591116646, "iteration": 43019, "loss_box_reg": 0.15997710824012756, "loss_cls": 0.10234707593917847, "loss_rpn_cls": 0.013274384662508965, "loss_rpn_loc": 0.05662347562611103, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2909185714997875, "total_loss": 0.3321263287216425} +{"data_time": 0.003729452500010666, "eta_seconds": 4939.350450549682, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.04703268867355555, "fast_rcnn/fg_cls_accuracy": 0.9499614876760563, "iteration": 43039, "loss_box_reg": 0.13044904917478561, "loss_cls": 0.07479850202798843, "loss_rpn_cls": 0.007319062016904354, "loss_rpn_loc": 0.028156276792287827, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29326468000090244, "total_loss": 0.2445088552776724} +{"data_time": 0.0037635989992850227, "eta_seconds": 4933.525744829694, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06204796670305677, "fast_rcnn/fg_cls_accuracy": 0.933815502183406, "iteration": 43059, "loss_box_reg": 0.10113818943500519, "loss_cls": 0.06285728886723518, "loss_rpn_cls": 0.0072187434416264296, "loss_rpn_loc": 0.04057961329817772, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29113241600134643, "total_loss": 0.22102166851982474} +{"data_time": 0.003818836499704048, "eta_seconds": 4928.546057754102, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05323510570147341, "fast_rcnn/fg_cls_accuracy": 0.927400468384075, "iteration": 43079, "loss_box_reg": 0.10100926086306572, "loss_cls": 0.04942993447184563, "loss_rpn_cls": 0.007644028170034289, "loss_rpn_loc": 0.03041619248688221, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2906738595002025, "total_loss": 0.2058770905714482} +{"data_time": 0.003762298999390623, "eta_seconds": 4922.456197751762, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.049455337690631804, "fast_rcnn/fg_cls_accuracy": 0.9480324074074074, "iteration": 43099, "loss_box_reg": 0.09445823729038239, "loss_cls": 0.05382485315203667, "loss_rpn_cls": 0.005010827910155058, "loss_rpn_loc": 0.017772115767002106, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2906544785000733, "total_loss": 0.1751791867427528} +{"data_time": 0.003881120000187366, "eta_seconds": 4918.266714123383, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0839989925158319, "fast_rcnn/fg_cls_accuracy": 0.9061598124098125, "iteration": 43119, "loss_box_reg": 0.1278236135840416, "loss_cls": 0.07489147037267685, "loss_rpn_cls": 0.01063604187220335, "loss_rpn_loc": 0.03594835847616196, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2928567204999126, "total_loss": 0.2574431896209717} +{"data_time": 0.00371043599989207, "eta_seconds": 4910.805413851758, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07138818207520498, "fast_rcnn/fg_cls_accuracy": 0.9069009277087344, "iteration": 43139, "loss_box_reg": 0.12726692855358124, "loss_cls": 0.10396222770214081, "loss_rpn_cls": 0.007510846015065908, "loss_rpn_loc": 0.030499436892569065, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2900158044994896, "total_loss": 0.25978090637363493} +{"data_time": 0.0036335234999569366, "eta_seconds": 4904.629480462427, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.059964726631393295, "fast_rcnn/fg_cls_accuracy": 0.9346530438484462, "iteration": 43159, "loss_box_reg": 0.0906430184841156, "loss_cls": 0.05548199452459812, "loss_rpn_cls": 0.0070891790091991425, "loss_rpn_loc": 0.031533519737422466, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29111595500125986, "total_loss": 0.18489004904404283} +{"data_time": 0.0037700539996876614, "eta_seconds": 4899.501391060767, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.050863900951676984, "fast_rcnn/fg_cls_accuracy": 0.9407600012530936, "iteration": 43179, "loss_box_reg": 0.11182050406932831, "loss_cls": 0.04771057888865471, "loss_rpn_cls": 0.006544947624206543, "loss_rpn_loc": 0.04202759079635143, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.29331571150032687, "total_loss": 0.23717854730784893} +{"data_time": 0.003815516499344085, "eta_seconds": 4895.8589231922815, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04862085086489014, "fast_rcnn/fg_cls_accuracy": 0.9454800886151187, "iteration": 43199, "loss_box_reg": 0.11079054698348045, "loss_cls": 0.07381892949342728, "loss_rpn_cls": 0.00778029253706336, "loss_rpn_loc": 0.04541744478046894, "lr": 0.00025, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.2920958905006046, "total_loss": 0.24951291072648019} +{"data_time": 0.003810461499597295, "eta_seconds": 4890.64361056704, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0564136791253496, "fast_rcnn/fg_cls_accuracy": 0.9297560307017544, "iteration": 43219, "loss_box_reg": 0.10976950451731682, "loss_cls": 0.07483571022748947, "loss_rpn_cls": 0.011135975364595652, "loss_rpn_loc": 0.025823994539678097, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29164244499952474, "total_loss": 0.21303079929202795} +{"data_time": 0.0037680645000364166, "eta_seconds": 4883.691162495961, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04987562189054727, "fast_rcnn/fg_cls_accuracy": 0.9434659090909091, "iteration": 43239, "loss_box_reg": 0.11066824197769165, "loss_cls": 0.05423063598573208, "loss_rpn_cls": 0.009588803630322218, "loss_rpn_loc": 0.026298641227185726, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2899510659999578, "total_loss": 0.23932536225765944} +{"data_time": 0.003769913999349228, "eta_seconds": 4877.279870936782, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08148326898326899, "fast_rcnn/fg_cls_accuracy": 0.911036036036036, "iteration": 43259, "loss_box_reg": 0.12965386360883713, "loss_cls": 0.08161984384059906, "loss_rpn_cls": 0.006684757303446531, "loss_rpn_loc": 0.05326509103178978, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2910408670004472, "total_loss": 0.2531673505436629} +{"data_time": 0.003793760500229837, "eta_seconds": 4872.035574995971, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06535978735523068, "fast_rcnn/fg_cls_accuracy": 0.9290279294032023, "iteration": 43279, "loss_box_reg": 0.1087665744125843, "loss_cls": 0.062203506007790565, "loss_rpn_cls": 0.00930567691102624, "loss_rpn_loc": 0.02684057503938675, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2924733935005861, "total_loss": 0.22243752965005115} +{"data_time": 0.0037523339997278526, "eta_seconds": 4867.421687550359, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04469545907731351, "fast_rcnn/fg_cls_accuracy": 0.9420414499077027, "iteration": 43299, "loss_box_reg": 0.100365050137043, "loss_cls": 0.06131879612803459, "loss_rpn_cls": 0.010237019043415785, "loss_rpn_loc": 0.03948758356273174, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29082834650034783, "total_loss": 0.2038407937507145} +{"data_time": 0.003977914500865154, "eta_seconds": 4861.5924400203585, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05393939393939394, "fast_rcnn/fg_cls_accuracy": 0.9241622574955908, "iteration": 43319, "loss_box_reg": 0.13058871775865555, "loss_cls": 0.07722370699048042, "loss_rpn_cls": 0.00776402372866869, "loss_rpn_loc": 0.02672304678708315, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29143978050069563, "total_loss": 0.23336392661440186} +{"data_time": 0.0041773430011744495, "eta_seconds": 4856.619882996365, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05755436769005848, "fast_rcnn/fg_cls_accuracy": 0.9375332270069112, "iteration": 43339, "loss_box_reg": 0.12587837129831314, "loss_cls": 0.0555858239531517, "loss_rpn_cls": 0.0063524453435093164, "loss_rpn_loc": 0.022730202414095402, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2921684294997249, "total_loss": 0.2074622701620683} +{"data_time": 0.003975649000494741, "eta_seconds": 4850.1366284897085, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06649659863945578, "fast_rcnn/fg_cls_accuracy": 0.926015037593985, "iteration": 43359, "loss_box_reg": 0.10584544762969017, "loss_cls": 0.05888603627681732, "loss_rpn_cls": 0.008386662462726235, "loss_rpn_loc": 0.03171039558947086, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28904779450112983, "total_loss": 0.20891720370855182} +{"data_time": 0.0040142810003089835, "eta_seconds": 4842.863540761791, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06094658910629297, "fast_rcnn/fg_cls_accuracy": 0.9254096388762664, "iteration": 43379, "loss_box_reg": 0.09385477378964424, "loss_cls": 0.07108285278081894, "loss_rpn_cls": 0.0069271360989660025, "loss_rpn_loc": 0.018331211991608143, "lr": 0.00025, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.2896367764997194, "total_loss": 0.20079307886771858} +{"data_time": 0.0038774750000811764, "eta_seconds": 4838.275449900357, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04910604001976285, "fast_rcnn/fg_cls_accuracy": 0.9489176753952568, "iteration": 43399, "loss_box_reg": 0.13095476850867271, "loss_cls": 0.05699675343930721, "loss_rpn_cls": 0.007166332099586725, "loss_rpn_loc": 0.043207090348005295, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.2929623954987619, "total_loss": 0.22480682109016925} +{"data_time": 0.0037474030004887027, "eta_seconds": 4834.845270336609, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.04554744525547445, "fast_rcnn/fg_cls_accuracy": 0.9423476351551836, "iteration": 43419, "loss_box_reg": 0.10079510509967804, "loss_cls": 0.0414052102714777, "loss_rpn_cls": 0.008862101472914219, "loss_rpn_loc": 0.02740452066063881, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2926866184998289, "total_loss": 0.21971203526481986} +{"data_time": 0.0038088564997451613, "eta_seconds": 4830.248314435885, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.054138117562206996, "fast_rcnn/fg_cls_accuracy": 0.9325880126855528, "iteration": 43439, "loss_box_reg": 0.12037168443202972, "loss_cls": 0.05616460554301739, "loss_rpn_cls": 0.008339985040947795, "loss_rpn_loc": 0.034154102206230164, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29574895999940054, "total_loss": 0.21762482449412346} +{"data_time": 0.003850263999993331, "eta_seconds": 4823.864122492851, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05264201343962603, "fast_rcnn/fg_cls_accuracy": 0.9332917203608248, "iteration": 43459, "loss_box_reg": 0.12142667546868324, "loss_cls": 0.0598597526550293, "loss_rpn_cls": 0.007346507860347629, "loss_rpn_loc": 0.023160777986049652, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29164450999996916, "total_loss": 0.2132479229476303} +{"data_time": 0.0037787549999848125, "eta_seconds": 4817.016364451956, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.057294685990338164, "fast_rcnn/fg_cls_accuracy": 0.915072463768116, "iteration": 43479, "loss_box_reg": 0.114507757127285, "loss_cls": 0.08155696466565132, "loss_rpn_cls": 0.010838222689926624, "loss_rpn_loc": 0.027128354646265507, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.28948214999945776, "total_loss": 0.26748450193554163} +{"data_time": 0.0037634744994647917, "eta_seconds": 4809.0930772423235, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.08909991742361684, "fast_rcnn/fg_cls_accuracy": 0.9047237875683061, "iteration": 43499, "loss_box_reg": 0.12395712360739708, "loss_cls": 0.0801890455186367, "loss_rpn_cls": 0.012076098471879959, "loss_rpn_loc": 0.031832367181777954, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29051795250052237, "total_loss": 0.25167042575776577} +{"data_time": 0.0037888104998273775, "eta_seconds": 4801.814465765929, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.057044399088946075, "fast_rcnn/fg_cls_accuracy": 0.9304920484283783, "iteration": 43519, "loss_box_reg": 0.10527586191892624, "loss_cls": 0.06481871753931046, "loss_rpn_cls": 0.0071408136282116175, "loss_rpn_loc": 0.03718096390366554, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.28960063950034964, "total_loss": 0.20707948855124414} +{"data_time": 0.0038037759995859233, "eta_seconds": 4794.663990906538, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06582446808510639, "fast_rcnn/fg_cls_accuracy": 0.9233733279032612, "iteration": 43539, "loss_box_reg": 0.1129511371254921, "loss_cls": 0.06521381437778473, "loss_rpn_cls": 0.008644690737128258, "loss_rpn_loc": 0.03502959758043289, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2908815749997302, "total_loss": 0.2615885273553431} +{"data_time": 0.0037538690003202646, "eta_seconds": 4787.854754033469, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.04369047619047619, "fast_rcnn/fg_cls_accuracy": 0.9407516725698544, "iteration": 43559, "loss_box_reg": 0.11575614288449287, "loss_cls": 0.06629739701747894, "loss_rpn_cls": 0.005144471302628517, "loss_rpn_loc": 0.025989466346800327, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29089235050014395, "total_loss": 0.20228077506180853} +{"data_time": 0.00380952149953373, "eta_seconds": 4781.7915224140415, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.06666666666666667, "fast_rcnn/fg_cls_accuracy": 0.9202300764398699, "iteration": 43579, "loss_box_reg": 0.1302303448319435, "loss_cls": 0.0820106528699398, "loss_rpn_cls": 0.007243796484544873, "loss_rpn_loc": 0.038252539932727814, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29046190999906685, "total_loss": 0.2693480905145407} +{"data_time": 0.0038160365002113394, "eta_seconds": 4776.205472393485, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.04782608695652174, "fast_rcnn/fg_cls_accuracy": 0.9364565496575342, "iteration": 43599, "loss_box_reg": 0.10570329800248146, "loss_cls": 0.07969997078180313, "loss_rpn_cls": 0.007687558652833104, "loss_rpn_loc": 0.030565114691853523, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29012453949962946, "total_loss": 0.23652820597635582} +{"data_time": 0.003682385498905205, "eta_seconds": 4769.377679436366, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0571002305710023, "fast_rcnn/fg_cls_accuracy": 0.9349597943219736, "iteration": 43619, "loss_box_reg": 0.11656812578439713, "loss_cls": 0.06047724187374115, "loss_rpn_cls": 0.007462818641215563, "loss_rpn_loc": 0.03288604412227869, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.28949569500036887, "total_loss": 0.24646726716309786} +{"data_time": 0.0039577829993504565, "eta_seconds": 4764.657622752129, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.049564747958701666, "fast_rcnn/fg_cls_accuracy": 0.9336328599555946, "iteration": 43639, "loss_box_reg": 0.10866883397102356, "loss_cls": 0.05836859159171581, "loss_rpn_cls": 0.009007125161588192, "loss_rpn_loc": 0.03139247093349695, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29231252550016507, "total_loss": 0.23461838206276298} +{"data_time": 0.003798916000050667, "eta_seconds": 4759.206324975639, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.07137180098553489, "fast_rcnn/fg_cls_accuracy": 0.922890625, "iteration": 43659, "loss_box_reg": 0.1257205381989479, "loss_cls": 0.07472657784819603, "loss_rpn_cls": 0.005020682234317064, "loss_rpn_loc": 0.02499141078442335, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2914096590002373, "total_loss": 0.2708452567458153} +{"data_time": 0.0037824904993613018, "eta_seconds": 4754.104601283325, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0611356728378005, "fast_rcnn/fg_cls_accuracy": 0.9174952601643143, "iteration": 43679, "loss_box_reg": 0.11350500583648682, "loss_cls": 0.07015193998813629, "loss_rpn_cls": 0.006776731926947832, "loss_rpn_loc": 0.024998867884278297, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29091333099950134, "total_loss": 0.23622270679334179} +{"data_time": 0.0037740600000688573, "eta_seconds": 4749.537561747093, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07710601157203098, "fast_rcnn/fg_cls_accuracy": 0.9004329004329005, "iteration": 43699, "loss_box_reg": 0.12642641738057137, "loss_cls": 0.08761831745505333, "loss_rpn_cls": 0.01037954119965434, "loss_rpn_loc": 0.03182505629956722, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2915735910009971, "total_loss": 0.2771084700070787} +{"data_time": 0.0038316369991662214, "eta_seconds": 4743.930844172646, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05616279069767442, "fast_rcnn/fg_cls_accuracy": 0.9316293183940243, "iteration": 43719, "loss_box_reg": 0.11609229817986488, "loss_cls": 0.0630275309085846, "loss_rpn_cls": 0.006490895291790366, "loss_rpn_loc": 0.02716102357953787, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29154711050068727, "total_loss": 0.2243003422045149} +{"data_time": 0.0037863505003770115, "eta_seconds": 4739.027251515199, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06576762920828458, "fast_rcnn/fg_cls_accuracy": 0.9238928117706149, "iteration": 43739, "loss_box_reg": 0.11849312111735344, "loss_cls": 0.06841721385717392, "loss_rpn_cls": 0.008701215032488108, "loss_rpn_loc": 0.03385291434824467, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2938896385003318, "total_loss": 0.24307626078370959} +{"data_time": 0.003769633999581856, "eta_seconds": 4732.274994432664, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0687875150060024, "fast_rcnn/fg_cls_accuracy": 0.9238095238095239, "iteration": 43759, "loss_box_reg": 0.1326911896467209, "loss_cls": 0.0725509561598301, "loss_rpn_cls": 0.006342213833704591, "loss_rpn_loc": 0.022291505709290504, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2892228075006642, "total_loss": 0.22402088367380202} +{"data_time": 0.0037360180003815913, "eta_seconds": 4727.519746830349, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07191161700703047, "fast_rcnn/fg_cls_accuracy": 0.9256611985269501, "iteration": 43779, "loss_box_reg": 0.1224389299750328, "loss_cls": 0.08602854609489441, "loss_rpn_cls": 0.0076051391661167145, "loss_rpn_loc": 0.03408118523657322, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.294036015000529, "total_loss": 0.2601210242137313} +{"data_time": 0.004283372999452695, "eta_seconds": 4721.196617989153, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04838144209419189, "fast_rcnn/fg_cls_accuracy": 0.9422110552763818, "iteration": 43799, "loss_box_reg": 0.11173024028539658, "loss_cls": 0.05875697731971741, "loss_rpn_cls": 0.010759889148175716, "loss_rpn_loc": 0.04051133431494236, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2911007345001053, "total_loss": 0.23108474991749972} +{"data_time": 0.00412372549999418, "eta_seconds": 4715.861251770348, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05315563725490196, "fast_rcnn/fg_cls_accuracy": 0.9352964743589745, "iteration": 43819, "loss_box_reg": 0.09845977276563644, "loss_cls": 0.053059907630085945, "loss_rpn_cls": 0.0069736887235194445, "loss_rpn_loc": 0.03897440806031227, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2946562434990483, "total_loss": 0.19766596052795649} +{"data_time": 0.0038649039997835644, "eta_seconds": 4707.93151127873, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06721673044217688, "fast_rcnn/fg_cls_accuracy": 0.9327832695578231, "iteration": 43839, "loss_box_reg": 0.11687164381146431, "loss_cls": 0.07949350401759148, "loss_rpn_cls": 0.008092462783679366, "loss_rpn_loc": 0.025419874116778374, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.289181915500194, "total_loss": 0.2508537237299606} +{"data_time": 0.004001659999630647, "eta_seconds": 4701.798752136547, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08291989664082688, "fast_rcnn/fg_cls_accuracy": 0.9170801033591731, "iteration": 43859, "loss_box_reg": 0.12028713151812553, "loss_cls": 0.0646192915737629, "loss_rpn_cls": 0.005937023786827922, "loss_rpn_loc": 0.03293393924832344, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2915525760008677, "total_loss": 0.22858882951550186} +{"data_time": 0.004011985499346338, "eta_seconds": 4696.692193177078, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06906681533579209, "fast_rcnn/fg_cls_accuracy": 0.9163486005089059, "iteration": 43879, "loss_box_reg": 0.10360202938318253, "loss_cls": 0.06592542678117752, "loss_rpn_cls": 0.008999442216008902, "loss_rpn_loc": 0.03890400566160679, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29213498850003816, "total_loss": 0.21145865914877504} +{"data_time": 0.003899955499036878, "eta_seconds": 4690.1462149565305, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07470023582555552, "fast_rcnn/fg_cls_accuracy": 0.9142156862745098, "iteration": 43899, "loss_box_reg": 0.09932971745729446, "loss_cls": 0.06210922822356224, "loss_rpn_cls": 0.007712340448051691, "loss_rpn_loc": 0.019442332908511162, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.28999683350048144, "total_loss": 0.2063753791153431} +{"data_time": 0.003901650999978301, "eta_seconds": 4684.624919638736, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06637254901960785, "fast_rcnn/fg_cls_accuracy": 0.928235294117647, "iteration": 43919, "loss_box_reg": 0.11327192187309265, "loss_cls": 0.05877014994621277, "loss_rpn_cls": 0.010344464797526598, "loss_rpn_loc": 0.02973969839513302, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2935394679998353, "total_loss": 0.23442343389615417} +{"data_time": 0.003951852999307448, "eta_seconds": 4679.428650823738, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06529255319148936, "fast_rcnn/fg_cls_accuracy": 0.9257934323977253, "iteration": 43939, "loss_box_reg": 0.12273683026432991, "loss_cls": 0.07056662812829018, "loss_rpn_cls": 0.011050521861761808, "loss_rpn_loc": 0.03828178718686104, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29200610099996993, "total_loss": 0.26307028718292713} +{"data_time": 0.003993189499851724, "eta_seconds": 4672.578707990906, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05620008633714656, "fast_rcnn/fg_cls_accuracy": 0.9310599662162162, "iteration": 43959, "loss_box_reg": 0.116607915610075, "loss_cls": 0.0679418072104454, "loss_rpn_cls": 0.00951292784884572, "loss_rpn_loc": 0.02590110432356596, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2905141424989779, "total_loss": 0.22491434775292873} +{"data_time": 0.003731337998942763, "eta_seconds": 4666.752550000892, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06035209605072342, "fast_rcnn/fg_cls_accuracy": 0.9375405932019918, "iteration": 43979, "loss_box_reg": 0.12180274724960327, "loss_cls": 0.05957577005028725, "loss_rpn_cls": 0.010428550187498331, "loss_rpn_loc": 0.04709199070930481, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29204997350007034, "total_loss": 0.2597161130979657} +{"data_time": 0.003683735500089824, "eta_seconds": 4661.3183279987425, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05581249016831839, "fast_rcnn/fg_cls_accuracy": 0.9357623922413794, "iteration": 43999, "loss_box_reg": 0.1047009825706482, "loss_cls": 0.05822383612394333, "loss_rpn_cls": 0.005558610428124666, "loss_rpn_loc": 0.04280956834554672, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 185.5, "rpn/num_pos_anchors": 70.5, "time": 0.2924640825003735, "total_loss": 0.23529073863755912} +{"data_time": 0.003734507498847961, "eta_seconds": 4655.491680088744, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.07126879026485325, "fast_rcnn/fg_cls_accuracy": 0.915776140027637, "iteration": 44019, "loss_box_reg": 0.0870366171002388, "loss_cls": 0.04745778813958168, "loss_rpn_cls": 0.006287255557253957, "loss_rpn_loc": 0.03272908367216587, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2911188950001815, "total_loss": 0.22030925750732422} +{"data_time": 0.003861478499857185, "eta_seconds": 4649.274076030852, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07968982738981864, "fast_rcnn/fg_cls_accuracy": 0.9163010752688172, "iteration": 44039, "loss_box_reg": 0.1301324963569641, "loss_cls": 0.08005639538168907, "loss_rpn_cls": 0.007993300212547183, "loss_rpn_loc": 0.032938266173005104, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29098813500058895, "total_loss": 0.25123823853209615} +{"data_time": 0.0038951449996602605, "eta_seconds": 4643.376658252455, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.07124842370744011, "fast_rcnn/fg_cls_accuracy": 0.92875157629256, "iteration": 44059, "loss_box_reg": 0.09599905461072922, "loss_cls": 0.04984927177429199, "loss_rpn_cls": 0.01019346248358488, "loss_rpn_loc": 0.016373404301702976, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.29084763299943006, "total_loss": 0.16697240946814418} +{"data_time": 0.0037872849989071256, "eta_seconds": 4637.589920040045, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05615140165701964, "fast_rcnn/fg_cls_accuracy": 0.9359203198629158, "iteration": 44079, "loss_box_reg": 0.11274003610014915, "loss_cls": 0.06171598471701145, "loss_rpn_cls": 0.006981594022363424, "loss_rpn_loc": 0.032138641923666, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2912408009997307, "total_loss": 0.21282536000944674} +{"data_time": 0.003720637499100121, "eta_seconds": 4631.724521092474, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06458168120539254, "fast_rcnn/fg_cls_accuracy": 0.9316239316239316, "iteration": 44099, "loss_box_reg": 0.11916404217481613, "loss_cls": 0.06507344730198383, "loss_rpn_cls": 0.008239793591201305, "loss_rpn_loc": 0.03702240809798241, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28982785050084203, "total_loss": 0.2356982957571745} +{"data_time": 0.003754049000235682, "eta_seconds": 4624.2091540134425, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.045683483183483184, "fast_rcnn/fg_cls_accuracy": 0.931783941864587, "iteration": 44119, "loss_box_reg": 0.11514211818575859, "loss_cls": 0.07177981734275818, "loss_rpn_cls": 0.006728038424625993, "loss_rpn_loc": 0.022318447940051556, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2873521410001558, "total_loss": 0.22005712613463402} +{"data_time": 0.0039385625004797475, "eta_seconds": 4620.063668871717, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.05391156462585034, "fast_rcnn/fg_cls_accuracy": 0.9179520888109844, "iteration": 44139, "loss_box_reg": 0.1325034648180008, "loss_cls": 0.07864190638065338, "loss_rpn_cls": 0.008915964514017105, "loss_rpn_loc": 0.0299424035474658, "lr": 0.00025, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.2932457490005618, "total_loss": 0.2542994492687285} +{"data_time": 0.0038770490009483183, "eta_seconds": 4614.237611281715, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07785560344827586, "fast_rcnn/fg_cls_accuracy": 0.9165588017751479, "iteration": 44159, "loss_box_reg": 0.10750375688076019, "loss_cls": 0.07635273411870003, "loss_rpn_cls": 0.007258044322952628, "loss_rpn_loc": 0.02169034071266651, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29075467849907, "total_loss": 0.23513042274862528} +{"data_time": 0.0038317124999593943, "eta_seconds": 4607.337549710246, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07690969537652698, "fast_rcnn/fg_cls_accuracy": 0.9055873781529494, "iteration": 44179, "loss_box_reg": 0.12090634554624557, "loss_cls": 0.07718602567911148, "loss_rpn_cls": 0.009637332055717707, "loss_rpn_loc": 0.03810993954539299, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29128080400005274, "total_loss": 0.26117193838581443} +{"data_time": 0.003764428999602387, "eta_seconds": 4601.140838904212, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0529692082111437, "fast_rcnn/fg_cls_accuracy": 0.9350049674855492, "iteration": 44199, "loss_box_reg": 0.1149955727159977, "loss_cls": 0.06279383972287178, "loss_rpn_cls": 0.009282540995627642, "loss_rpn_loc": 0.029930364340543747, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2900625720003518, "total_loss": 0.24042062449734658} +{"data_time": 0.0037970960001985077, "eta_seconds": 4596.785081006037, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06574977817213842, "fast_rcnn/fg_cls_accuracy": 0.9223023341072956, "iteration": 44219, "loss_box_reg": 0.11087658628821373, "loss_cls": 0.07567248493432999, "loss_rpn_cls": 0.011521661188453436, "loss_rpn_loc": 0.027669399045407772, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.29457318549975753, "total_loss": 0.23642130196094513} +{"data_time": 0.0037271324999892386, "eta_seconds": 4590.986255714379, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.0582579185520362, "fast_rcnn/fg_cls_accuracy": 0.9308301445578231, "iteration": 44239, "loss_box_reg": 0.11108414828777313, "loss_cls": 0.057973893359303474, "loss_rpn_cls": 0.008812891319394112, "loss_rpn_loc": 0.02282096818089485, "lr": 0.00025, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29100042450136243, "total_loss": 0.2362504070624709} +{"data_time": 0.003712501999871165, "eta_seconds": 4585.255208508879, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05462833099579242, "fast_rcnn/fg_cls_accuracy": 0.9432494279176201, "iteration": 44259, "loss_box_reg": 0.10673700273036957, "loss_cls": 0.05956878326833248, "loss_rpn_cls": 0.006937211379408836, "loss_rpn_loc": 0.023777014575898647, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29155030049969355, "total_loss": 0.19305643334519118} +{"data_time": 0.003720877500200004, "eta_seconds": 4580.334780848643, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06744970034246575, "fast_rcnn/fg_cls_accuracy": 0.9237478595890412, "iteration": 44279, "loss_box_reg": 0.1179862841963768, "loss_cls": 0.065568707883358, "loss_rpn_cls": 0.007135799387469888, "loss_rpn_loc": 0.028490680269896984, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.29399022800043895, "total_loss": 0.24231940018944442} +{"data_time": 0.003800856000452768, "eta_seconds": 4574.683631101016, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.04909752155172414, "fast_rcnn/fg_cls_accuracy": 0.9410904218959342, "iteration": 44299, "loss_box_reg": 0.10538259893655777, "loss_cls": 0.06310254149138927, "loss_rpn_cls": 0.0045095637906342745, "loss_rpn_loc": 0.022154295817017555, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.29273581549932715, "total_loss": 0.21951454086229205} +{"data_time": 0.0037669400007871445, "eta_seconds": 4568.950958871574, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.080824900730114, "fast_rcnn/fg_cls_accuracy": 0.9059214760780949, "iteration": 44319, "loss_box_reg": 0.11337630078196526, "loss_cls": 0.07884569838643074, "loss_rpn_cls": 0.007709912024438381, "loss_rpn_loc": 0.031566827557981014, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2920014410001386, "total_loss": 0.24193600320722908} +{"data_time": 0.0037918155003353604, "eta_seconds": 4563.265173202926, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.060544149890372725, "fast_rcnn/fg_cls_accuracy": 0.9262554190751445, "iteration": 44339, "loss_box_reg": 0.13207530230283737, "loss_cls": 0.07442085072398186, "loss_rpn_cls": 0.005015010479837656, "loss_rpn_loc": 0.030123943462967873, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2939705224998761, "total_loss": 0.26464660139754415} +{"data_time": 0.0038160559997777455, "eta_seconds": 4558.607331484818, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.048189975247524754, "fast_rcnn/fg_cls_accuracy": 0.9274979290757761, "iteration": 44359, "loss_box_reg": 0.12129950523376465, "loss_cls": 0.08570440113544464, "loss_rpn_cls": 0.007184087531641126, "loss_rpn_loc": 0.03501469828188419, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29232001649961603, "total_loss": 0.24561649141833186} +{"data_time": 0.0036522894997688127, "eta_seconds": 4553.019707959047, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0714859437751004, "fast_rcnn/fg_cls_accuracy": 0.9229508196721312, "iteration": 44379, "loss_box_reg": 0.10950839892029762, "loss_cls": 0.06756618060171604, "loss_rpn_cls": 0.007787927286699414, "loss_rpn_loc": 0.03282511234283447, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2896690090001357, "total_loss": 0.22826996771618724} +{"data_time": 0.0036845404993073316, "eta_seconds": 4545.639984591617, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.055051421657592255, "fast_rcnn/fg_cls_accuracy": 0.9306062549329124, "iteration": 44399, "loss_box_reg": 0.10629057139158249, "loss_cls": 0.07091761380434036, "loss_rpn_cls": 0.007441130466759205, "loss_rpn_loc": 0.03795325569808483, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2893310575000214, "total_loss": 0.2190919192507863} +{"data_time": 0.0037861000000702916, "eta_seconds": 4538.537960601425, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.07081346232456738, "fast_rcnn/fg_cls_accuracy": 0.9237037721039753, "iteration": 44419, "loss_box_reg": 0.11366178095340729, "loss_cls": 0.060825711116194725, "loss_rpn_cls": 0.009524775668978691, "loss_rpn_loc": 0.0358070507645607, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2906641489998947, "total_loss": 0.23419271921738982} +{"data_time": 0.003733418000592792, "eta_seconds": 4532.672805021684, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05082051722656586, "fast_rcnn/fg_cls_accuracy": 0.9251221896383187, "iteration": 44439, "loss_box_reg": 0.12619715183973312, "loss_cls": 0.07766760140657425, "loss_rpn_cls": 0.004869598895311356, "loss_rpn_loc": 0.03924160078167915, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.29252355999960855, "total_loss": 0.23584909259807318} +{"data_time": 0.003769318999729876, "eta_seconds": 4526.817920732665, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.054674160500853726, "fast_rcnn/fg_cls_accuracy": 0.93647591098068, "iteration": 44459, "loss_box_reg": 0.09002944082021713, "loss_cls": 0.04953402653336525, "loss_rpn_cls": 0.008632377721369267, "loss_rpn_loc": 0.021043134853243828, "lr": 0.00025, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.29039183700024296, "total_loss": 0.16868571063969284} +{"data_time": 0.0037616990002788953, "eta_seconds": 4521.0459098361025, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08150606752372942, "fast_rcnn/fg_cls_accuracy": 0.9072192513368984, "iteration": 44479, "loss_box_reg": 0.10824844986200333, "loss_cls": 0.05945246480405331, "loss_rpn_cls": 0.009084523189812899, "loss_rpn_loc": 0.030778472311794758, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.28960979050043534, "total_loss": 0.21876511437585577} +{"data_time": 0.003790635500990902, "eta_seconds": 4516.279206010495, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.049487010542168676, "fast_rcnn/fg_cls_accuracy": 0.9387917081673307, "iteration": 44499, "loss_box_reg": 0.10461418330669403, "loss_cls": 0.058905355632305145, "loss_rpn_cls": 0.009015752468258142, "loss_rpn_loc": 0.026860219426453114, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2928322144998674, "total_loss": 0.22604512493126094} +{"data_time": 0.003811901500739623, "eta_seconds": 4510.979191257284, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.054112449799196785, "fast_rcnn/fg_cls_accuracy": 0.9400150402406438, "iteration": 44519, "loss_box_reg": 0.1277833953499794, "loss_cls": 0.059730514883995056, "loss_rpn_cls": 0.005424326518550515, "loss_rpn_loc": 0.02109766285866499, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2929166335006812, "total_loss": 0.21036561578512192} +{"data_time": 0.003794009499870299, "eta_seconds": 4505.6446364575095, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05366637128932211, "fast_rcnn/fg_cls_accuracy": 0.9442546583850931, "iteration": 44539, "loss_box_reg": 0.1013263612985611, "loss_cls": 0.05946723744273186, "loss_rpn_cls": 0.005620097275823355, "loss_rpn_loc": 0.029835348017513752, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2909003880004093, "total_loss": 0.22491158114280552} +{"data_time": 0.0038000439999450464, "eta_seconds": 4501.3111307963845, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.11037334731201584, "fast_rcnn/fg_cls_accuracy": 0.8846240885089263, "iteration": 44559, "loss_box_reg": 0.13242660462856293, "loss_cls": 0.09704387187957764, "loss_rpn_cls": 0.011168132070451975, "loss_rpn_loc": 0.052868880331516266, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2925591994999195, "total_loss": 0.31017181603237987} +{"data_time": 0.0037983644997439114, "eta_seconds": 4496.031697327544, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07296594870517928, "fast_rcnn/fg_cls_accuracy": 0.915719696969697, "iteration": 44579, "loss_box_reg": 0.1172553077340126, "loss_cls": 0.07815374806523323, "loss_rpn_cls": 0.007609620690345764, "loss_rpn_loc": 0.044834332540631294, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.2920202605000668, "total_loss": 0.2427712851203978} +{"data_time": 0.0038037600006646244, "eta_seconds": 4490.900783608595, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07983124659771366, "fast_rcnn/fg_cls_accuracy": 0.9180752840909091, "iteration": 44599, "loss_box_reg": 0.116756871342659, "loss_cls": 0.07287963852286339, "loss_rpn_cls": 0.007884407648816705, "loss_rpn_loc": 0.038975102826952934, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2924628400005531, "total_loss": 0.26883993693627417} +{"data_time": 0.003816595500211406, "eta_seconds": 4484.819881060994, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05981924508240298, "fast_rcnn/fg_cls_accuracy": 0.9338984813813189, "iteration": 44619, "loss_box_reg": 0.1250840276479721, "loss_cls": 0.058567680418491364, "loss_rpn_cls": 0.007945006713271141, "loss_rpn_loc": 0.025549896992743015, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.28955658149970986, "total_loss": 0.22356346680317074} +{"data_time": 0.0036347514997032704, "eta_seconds": 4477.23320833873, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07415762018891865, "fast_rcnn/fg_cls_accuracy": 0.9169409344695857, "iteration": 44639, "loss_box_reg": 0.11208567768335342, "loss_cls": 0.059963855892419815, "loss_rpn_cls": 0.009940724354237318, "loss_rpn_loc": 0.023206143639981747, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.288852573999975, "total_loss": 0.21660491538932547} +{"data_time": 0.0037540225002885563, "eta_seconds": 4471.403477598706, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.057663989290495314, "fast_rcnn/fg_cls_accuracy": 0.9339682539682539, "iteration": 44659, "loss_box_reg": 0.11179617047309875, "loss_cls": 0.05881090462207794, "loss_rpn_cls": 0.004674727795645595, "loss_rpn_loc": 0.027108939364552498, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2911897815001794, "total_loss": 0.23549321945756674} +{"data_time": 0.0036851095010206336, "eta_seconds": 4465.573746858681, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05428310060928249, "fast_rcnn/fg_cls_accuracy": 0.9216249880233784, "iteration": 44679, "loss_box_reg": 0.1268971785902977, "loss_cls": 0.06943544372916222, "loss_rpn_cls": 0.009000471327453852, "loss_rpn_loc": 0.03976017236709595, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.290868241499993, "total_loss": 0.24209446978056803} +{"data_time": 0.003652187499938009, "eta_seconds": 4458.223831041778, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07036888532477947, "fast_rcnn/fg_cls_accuracy": 0.9013365410318097, "iteration": 44699, "loss_box_reg": 0.11248555034399033, "loss_cls": 0.07228363305330276, "loss_rpn_cls": 0.006250598467886448, "loss_rpn_loc": 0.03038090467453003, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2896791074990688, "total_loss": 0.23539539286866784} +{"data_time": 0.0036385624998729327, "eta_seconds": 4452.177178570346, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05740387237523861, "fast_rcnn/fg_cls_accuracy": 0.9372663474781924, "iteration": 44719, "loss_box_reg": 0.10561186075210571, "loss_cls": 0.06076246500015259, "loss_rpn_cls": 0.00798770715482533, "loss_rpn_loc": 0.04719457030296326, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29068665400063765, "total_loss": 0.2219136063940823} +{"data_time": 0.0038045499995860155, "eta_seconds": 4445.901596362855, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07020772653074289, "fast_rcnn/fg_cls_accuracy": 0.9216142440598052, "iteration": 44739, "loss_box_reg": 0.13702955842018127, "loss_cls": 0.08644167706370354, "loss_rpn_cls": 0.007978709414601326, "loss_rpn_loc": 0.022263379767537117, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2938235530000384, "total_loss": 0.2710022818064317} +{"data_time": 0.0037382170003184, "eta_seconds": 4440.074726642852, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06054869137770692, "fast_rcnn/fg_cls_accuracy": 0.9216639768962882, "iteration": 44759, "loss_box_reg": 0.1058880127966404, "loss_cls": 0.062442684546113014, "loss_rpn_cls": 0.009815711993724108, "loss_rpn_loc": 0.028979742899537086, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2887255585001185, "total_loss": 0.23628973308950663} +{"data_time": 0.0038600575007876614, "eta_seconds": 4433.668020561854, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06788617886178862, "fast_rcnn/fg_cls_accuracy": 0.9287325532214861, "iteration": 44779, "loss_box_reg": 0.10097607597708702, "loss_cls": 0.06661879643797874, "loss_rpn_cls": 0.006789106409996748, "loss_rpn_loc": 0.03207600209861994, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2920715174996076, "total_loss": 0.2158918606583029} +{"data_time": 0.003741197499948612, "eta_seconds": 4427.561412003706, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.04724702380952381, "fast_rcnn/fg_cls_accuracy": 0.9434478000106152, "iteration": 44799, "loss_box_reg": 0.12164436653256416, "loss_cls": 0.07047004625201225, "loss_rpn_cls": 0.005601406097412109, "loss_rpn_loc": 0.026266288943588734, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2905217659999835, "total_loss": 0.2657935661263764} +{"data_time": 0.00374687199928303, "eta_seconds": 4421.221579841185, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.058898109727985246, "fast_rcnn/fg_cls_accuracy": 0.9397534544575595, "iteration": 44819, "loss_box_reg": 0.13370724022388458, "loss_cls": 0.06813095510005951, "loss_rpn_cls": 0.003000351833179593, "loss_rpn_loc": 0.03147084452211857, "lr": 0.00025, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29099138799938373, "total_loss": 0.27020031842403114} +{"data_time": 0.0038141754994285293, "eta_seconds": 4416.176288216193, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06287055335968379, "fast_rcnn/fg_cls_accuracy": 0.9323141163793103, "iteration": 44839, "loss_box_reg": 0.13053397834300995, "loss_cls": 0.0791063942015171, "loss_rpn_cls": 0.0055083476472646, "loss_rpn_loc": 0.022049222141504288, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2922558760010361, "total_loss": 0.25804483762476593} +{"data_time": 0.0037839389997316175, "eta_seconds": 4409.77925358613, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05575787183017276, "fast_rcnn/fg_cls_accuracy": 0.9324513029277414, "iteration": 44859, "loss_box_reg": 0.11152390763163567, "loss_cls": 0.07001915201544762, "loss_rpn_cls": 0.008562626782804728, "loss_rpn_loc": 0.020974363200366497, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.289188919499793, "total_loss": 0.20956412283703685} +{"data_time": 0.003720296001120005, "eta_seconds": 4403.856242531474, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.031009615384615385, "fast_rcnn/fg_cls_accuracy": 0.9593978937728938, "iteration": 44879, "loss_box_reg": 0.08795028552412987, "loss_cls": 0.04902093857526779, "loss_rpn_cls": 0.008942161221057177, "loss_rpn_loc": 0.022560615092515945, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29255964949970803, "total_loss": 0.1605653807055205} +{"data_time": 0.0036602529989977484, "eta_seconds": 4397.921334361126, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.05884615384615385, "fast_rcnn/fg_cls_accuracy": 0.932890625, "iteration": 44899, "loss_box_reg": 0.08408737555146217, "loss_cls": 0.0456299539655447, "loss_rpn_cls": 0.003944600699469447, "loss_rpn_loc": 0.024074357002973557, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2893501420003304, "total_loss": 0.1688075050478801} +{"data_time": 0.003783269000450673, "eta_seconds": 4391.756188834261, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07675616653134362, "fast_rcnn/fg_cls_accuracy": 0.9057877218934911, "iteration": 44919, "loss_box_reg": 0.13986002653837204, "loss_cls": 0.08948696032166481, "loss_rpn_cls": 0.005884568206965923, "loss_rpn_loc": 0.04061434231698513, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29252188299960835, "total_loss": 0.3074844600632787} +{"data_time": 0.003926945500097645, "eta_seconds": 4386.113601176585, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0528490648107873, "fast_rcnn/fg_cls_accuracy": 0.9179168163851958, "iteration": 44939, "loss_box_reg": 0.08988675475120544, "loss_cls": 0.06134731136262417, "loss_rpn_cls": 0.007039432181045413, "loss_rpn_loc": 0.023720499128103256, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2919337909997921, "total_loss": 0.19867172697559} +{"data_time": 0.0039035194995449274, "eta_seconds": 4381.155474249099, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08946631671041119, "fast_rcnn/fg_cls_accuracy": 0.8972003499562554, "iteration": 44959, "loss_box_reg": 0.14347188919782639, "loss_cls": 0.07779274135828018, "loss_rpn_cls": 0.004977656062692404, "loss_rpn_loc": 0.030131136998534203, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29381189699961396, "total_loss": 0.24107322841882706} +{"data_time": 0.0038997295014269184, "eta_seconds": 4374.756696941076, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04746558197747184, "fast_rcnn/fg_cls_accuracy": 0.9430719656283566, "iteration": 44979, "loss_box_reg": 0.11307477205991745, "loss_cls": 0.059195248410105705, "loss_rpn_cls": 0.007722571725025773, "loss_rpn_loc": 0.03913033939898014, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29004130399971473, "total_loss": 0.2249046026263386} +{"data_time": 0.003827700999863737, "eta_seconds": 4368.931455001075, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06525, "fast_rcnn/fg_cls_accuracy": 0.92275, "iteration": 44999, "loss_box_reg": 0.11684910207986832, "loss_cls": 0.0803082250058651, "loss_rpn_cls": 0.00989069975912571, "loss_rpn_loc": 0.031607186421751976, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2919426759999624, "total_loss": 0.2548338691703975} +{"data_time": 0.003754367999135866, "eta_seconds": 4363.677460389063, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.05050933786078098, "fast_rcnn/fg_cls_accuracy": 0.935345109050542, "iteration": 45019, "loss_box_reg": 0.13099706918001175, "loss_cls": 0.0831180214881897, "loss_rpn_cls": 0.006907506380230188, "loss_rpn_loc": 0.03209914267063141, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2929062109997176, "total_loss": 0.27740595513023436} +{"data_time": 0.0038150254995343857, "eta_seconds": 4359.152190351961, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08942720619367325, "fast_rcnn/fg_cls_accuracy": 0.9083557089886204, "iteration": 45039, "loss_box_reg": 0.12045452743768692, "loss_cls": 0.06584474071860313, "loss_rpn_cls": 0.01013069273903966, "loss_rpn_loc": 0.0368858790025115, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29291141599969706, "total_loss": 0.21919658069964498} +{"data_time": 0.003950301499571651, "eta_seconds": 4354.506193311954, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07964461646727657, "fast_rcnn/fg_cls_accuracy": 0.9080338266384778, "iteration": 45059, "loss_box_reg": 0.10479056462645531, "loss_cls": 0.07176769524812698, "loss_rpn_cls": 0.01155751384794712, "loss_rpn_loc": 0.038780683651566505, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2926396189996012, "total_loss": 0.2476160889491439} +{"data_time": 0.0039865780008767615, "eta_seconds": 4348.711937224434, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04770934466019418, "fast_rcnn/fg_cls_accuracy": 0.9513379114373668, "iteration": 45079, "loss_box_reg": 0.10729913786053658, "loss_cls": 0.05550042353570461, "loss_rpn_cls": 0.006602299166843295, "loss_rpn_loc": 0.03240237571299076, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2917577774987876, "total_loss": 0.20956371945794672} +{"data_time": 0.003979142499701993, "eta_seconds": 4344.488993245795, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.06906123263080913, "fast_rcnn/fg_cls_accuracy": 0.9180286006128703, "iteration": 45099, "loss_box_reg": 0.13573475182056427, "loss_cls": 0.09226924926042557, "loss_rpn_cls": 0.005441905232146382, "loss_rpn_loc": 0.03224675823003054, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29357376149982883, "total_loss": 0.28812886495143175} +{"data_time": 0.0037275469994710875, "eta_seconds": 4339.259977928305, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07382482924869425, "fast_rcnn/fg_cls_accuracy": 0.9141647212117922, "iteration": 45119, "loss_box_reg": 0.09324071556329727, "loss_cls": 0.06540735065937042, "loss_rpn_cls": 0.006286028306931257, "loss_rpn_loc": 0.026697802357375622, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2908502360005514, "total_loss": 0.18781577982008457} +{"data_time": 0.0038290265001705848, "eta_seconds": 4332.9683760797525, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04419781931464174, "fast_rcnn/fg_cls_accuracy": 0.9519718368886467, "iteration": 45139, "loss_box_reg": 0.09381541237235069, "loss_cls": 0.04914398677647114, "loss_rpn_cls": 0.006115752505138516, "loss_rpn_loc": 0.02296444121748209, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29157597450011963, "total_loss": 0.19457488064654171} +{"data_time": 0.0037569480009551626, "eta_seconds": 4327.355463910608, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.059644322845417236, "fast_rcnn/fg_cls_accuracy": 0.9361539964823138, "iteration": 45159, "loss_box_reg": 0.1256893277168274, "loss_cls": 0.0667208880186081, "loss_rpn_cls": 0.007827894296497107, "loss_rpn_loc": 0.026208532974123955, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.29034105299979274, "total_loss": 0.2274226201698184} +{"data_time": 0.003763333499591681, "eta_seconds": 4321.762961888271, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05646407132768362, "fast_rcnn/fg_cls_accuracy": 0.9317968750000001, "iteration": 45179, "loss_box_reg": 0.09962442889809608, "loss_cls": 0.06010514684021473, "loss_rpn_cls": 0.006304317386820912, "loss_rpn_loc": 0.03431936167180538, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29190138000012666, "total_loss": 0.22335775243118405} +{"data_time": 0.003735491500265198, "eta_seconds": 4315.4732143997535, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07528840315725562, "fast_rcnn/fg_cls_accuracy": 0.9130760675081, "iteration": 45199, "loss_box_reg": 0.10378823429346085, "loss_cls": 0.06553944200277328, "loss_rpn_cls": 0.009649693965911865, "loss_rpn_loc": 0.030922574922442436, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.28989014199942176, "total_loss": 0.2500362228602171} +{"data_time": 0.0038023550005163997, "eta_seconds": 4308.017349196434, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07160678642714571, "fast_rcnn/fg_cls_accuracy": 0.9134231536926147, "iteration": 45219, "loss_box_reg": 0.10863655805587769, "loss_cls": 0.07323875278234482, "loss_rpn_cls": 0.009579447098076344, "loss_rpn_loc": 0.031478291377425194, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2915353774997129, "total_loss": 0.24012613110244274} +{"data_time": 0.003761087999919255, "eta_seconds": 4302.187826396439, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04477821448624368, "fast_rcnn/fg_cls_accuracy": 0.945382787302665, "iteration": 45239, "loss_box_reg": 0.11546342447400093, "loss_cls": 0.04815750941634178, "loss_rpn_cls": 0.005206766072660685, "loss_rpn_loc": 0.018302710726857185, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2899576199997682, "total_loss": 0.20051826164126396} +{"data_time": 0.0038584029989578994, "eta_seconds": 4297.010497003248, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08670395380033194, "fast_rcnn/fg_cls_accuracy": 0.9076529568242275, "iteration": 45259, "loss_box_reg": 0.13620926439762115, "loss_cls": 0.07700320333242416, "loss_rpn_cls": 0.009732074569910765, "loss_rpn_loc": 0.0416225790977478, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2937566295004217, "total_loss": 0.26861383114010096} +{"data_time": 0.003757717498956481, "eta_seconds": 4290.344412798295, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.046624039804469275, "fast_rcnn/fg_cls_accuracy": 0.9447232891061452, "iteration": 45279, "loss_box_reg": 0.10031049698591232, "loss_cls": 0.05612444318830967, "loss_rpn_cls": 0.009475111030042171, "loss_rpn_loc": 0.030654177069664, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.28994770949975646, "total_loss": 0.21798643935471773} +{"data_time": 0.0036977595009375364, "eta_seconds": 4284.478824141297, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06702662188046526, "fast_rcnn/fg_cls_accuracy": 0.9238323768058578, "iteration": 45299, "loss_box_reg": 0.136098250746727, "loss_cls": 0.07487007975578308, "loss_rpn_cls": 0.007248804206028581, "loss_rpn_loc": 0.02941274084150791, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29158391500004655, "total_loss": 0.25433442648500204} +{"data_time": 0.0036960195002393448, "eta_seconds": 4278.649601251309, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06745535206461153, "fast_rcnn/fg_cls_accuracy": 0.9258971656775196, "iteration": 45319, "loss_box_reg": 0.11106301099061966, "loss_cls": 0.0685015358030796, "loss_rpn_cls": 0.005083973170258105, "loss_rpn_loc": 0.04631549306213856, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2925800954999431, "total_loss": 0.2500226644333452} +{"data_time": 0.003831766000985226, "eta_seconds": 4272.820378361321, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.048923444976076556, "fast_rcnn/fg_cls_accuracy": 0.9486842105263158, "iteration": 45339, "loss_box_reg": 0.10316361114382744, "loss_cls": 0.052055029198527336, "loss_rpn_cls": 0.007627992890775204, "loss_rpn_loc": 0.028705518692731857, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29409762550039886, "total_loss": 0.20481995027512312} +{"data_time": 0.003938931000448065, "eta_seconds": 4267.027323598304, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.060175156279012196, "fast_rcnn/fg_cls_accuracy": 0.9322735324659459, "iteration": 45359, "loss_box_reg": 0.09150197729468346, "loss_cls": 0.05960783734917641, "loss_rpn_cls": 0.007183510810136795, "loss_rpn_loc": 0.02350160013884306, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2942074855000101, "total_loss": 0.195240531291347} +{"data_time": 0.003987128499829851, "eta_seconds": 4261.161932581344, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.078125, "fast_rcnn/fg_cls_accuracy": 0.9192733789507983, "iteration": 45379, "loss_box_reg": 0.12142607569694519, "loss_cls": 0.05897105857729912, "loss_rpn_cls": 0.01049900846555829, "loss_rpn_loc": 0.026084735989570618, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.2905840340008581, "total_loss": 0.230261952849105} +{"data_time": 0.0037741884998467867, "eta_seconds": 4255.869566290494, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08655877833269304, "fast_rcnn/fg_cls_accuracy": 0.9036727805657947, "iteration": 45399, "loss_box_reg": 0.12700030952692032, "loss_cls": 0.07270955294370651, "loss_rpn_cls": 0.00680096261203289, "loss_rpn_loc": 0.03075830079615116, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2928678239995861, "total_loss": 0.2657348015345633} +{"data_time": 0.003756823000003351, "eta_seconds": 4249.7221211964825, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.061908659355049925, "fast_rcnn/fg_cls_accuracy": 0.9333024976873265, "iteration": 45419, "loss_box_reg": 0.1175144612789154, "loss_cls": 0.07005704566836357, "loss_rpn_cls": 0.006261080736294389, "loss_rpn_loc": 0.028245512396097183, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2907137744996362, "total_loss": 0.2137025875999825} +{"data_time": 0.0037010954993093037, "eta_seconds": 4243.749007672159, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.08260233918128654, "fast_rcnn/fg_cls_accuracy": 0.9120909425174655, "iteration": 45439, "loss_box_reg": 0.10792500525712967, "loss_cls": 0.0659036710858345, "loss_rpn_cls": 0.008201084099709988, "loss_rpn_loc": 0.043272439390420914, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.29197096200095984, "total_loss": 0.21551118418574333} +{"data_time": 0.004109544500352058, "eta_seconds": 4238.063075596492, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05347360063517269, "fast_rcnn/fg_cls_accuracy": 0.9307034648267587, "iteration": 45459, "loss_box_reg": 0.10816769301891327, "loss_cls": 0.0599812138825655, "loss_rpn_cls": 0.006539032096043229, "loss_rpn_loc": 0.02731295209378004, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2920692974994381, "total_loss": 0.19251814566086978} +{"data_time": 0.003783653500249784, "eta_seconds": 4232.789973715335, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.09801315037164093, "fast_rcnn/fg_cls_accuracy": 0.8931231380337636, "iteration": 45479, "loss_box_reg": 0.1301855519413948, "loss_cls": 0.07741865888237953, "loss_rpn_cls": 0.012099789921194315, "loss_rpn_loc": 0.04763884097337723, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 198.25, "rpn/num_pos_anchors": 57.75, "time": 0.2912709749998612, "total_loss": 0.27217809297144413} +{"data_time": 0.0038926345005165786, "eta_seconds": 4226.1865952414155, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05442089879430033, "fast_rcnn/fg_cls_accuracy": 0.9365822868912365, "iteration": 45499, "loss_box_reg": 0.09449231252074242, "loss_cls": 0.05467125400900841, "loss_rpn_cls": 0.00793789024464786, "loss_rpn_loc": 0.025547083467245102, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2900406889993974, "total_loss": 0.1797139048576355} +{"data_time": 0.0037019504998170305, "eta_seconds": 4220.2041667084995, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.09713955026455026, "fast_rcnn/fg_cls_accuracy": 0.8986695544554455, "iteration": 45519, "loss_box_reg": 0.1082950122654438, "loss_cls": 0.08557141572237015, "loss_rpn_cls": 0.007371117593720555, "loss_rpn_loc": 0.03261065110564232, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.2916117665008642, "total_loss": 0.24160592234693468} +{"data_time": 0.0038293710003927117, "eta_seconds": 4214.469145434032, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.03659061558329746, "fast_rcnn/fg_cls_accuracy": 0.9460403726708074, "iteration": 45539, "loss_box_reg": 0.08772464841604233, "loss_cls": 0.033452631905674934, "loss_rpn_cls": 0.006110927555710077, "loss_rpn_loc": 0.02764869574457407, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29133253849977336, "total_loss": 0.18339859368279576} +{"data_time": 0.004258106499946734, "eta_seconds": 4208.546144148531, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.07884360418065672, "fast_rcnn/fg_cls_accuracy": 0.9159708601849257, "iteration": 45559, "loss_box_reg": 0.12468758970499039, "loss_cls": 0.09168586134910583, "loss_rpn_cls": 0.004725602688267827, "loss_rpn_loc": 0.02283384371548891, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29254619400035153, "total_loss": 0.2695081252604723} +{"data_time": 0.0037936300004730583, "eta_seconds": 4202.810862874048, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.052362271874467, "fast_rcnn/fg_cls_accuracy": 0.9419733272192289, "iteration": 45579, "loss_box_reg": 0.1130027137696743, "loss_cls": 0.05973106063902378, "loss_rpn_cls": 0.005181521875783801, "loss_rpn_loc": 0.04040031135082245, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.29334069000015006, "total_loss": 0.252506059827283} +{"data_time": 0.003855586999634397, "eta_seconds": 4196.981721594057, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.09073464912280702, "fast_rcnn/fg_cls_accuracy": 0.8924642464246424, "iteration": 45599, "loss_box_reg": 0.12804533168673515, "loss_cls": 0.0842195376753807, "loss_rpn_cls": 0.008287069387733936, "loss_rpn_loc": 0.0352410264313221, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2927024110003913, "total_loss": 0.2923761885613203} +{"data_time": 0.0037409420001495164, "eta_seconds": 4191.426893196531, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04788723431335115, "fast_rcnn/fg_cls_accuracy": 0.9406007751937984, "iteration": 45619, "loss_box_reg": 0.12408541887998581, "loss_cls": 0.06462446600198746, "loss_rpn_cls": 0.0052192488219588995, "loss_rpn_loc": 0.027438794262707233, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2930595630004973, "total_loss": 0.23338295461144298} +{"data_time": 0.003880528500303626, "eta_seconds": 4186.683747474235, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0705188679245283, "fast_rcnn/fg_cls_accuracy": 0.9247641509433963, "iteration": 45639, "loss_box_reg": 0.11093086004257202, "loss_cls": 0.07161037623882294, "loss_rpn_cls": 0.00802667299285531, "loss_rpn_loc": 0.038073547184467316, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29217049699946074, "total_loss": 0.2254574722610414} +{"data_time": 0.00369304949981597, "eta_seconds": 4180.256289502504, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0695120763537203, "fast_rcnn/fg_cls_accuracy": 0.922746426505825, "iteration": 45659, "loss_box_reg": 0.10688701644539833, "loss_cls": 0.05988482944667339, "loss_rpn_cls": 0.005310905631631613, "loss_rpn_loc": 0.03161520976573229, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2881746684997779, "total_loss": 0.2182083071093075} +{"data_time": 0.0036074360004931805, "eta_seconds": 4173.938324796545, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.075821341297855, "fast_rcnn/fg_cls_accuracy": 0.9091317444379855, "iteration": 45679, "loss_box_reg": 0.10885216295719147, "loss_cls": 0.07562117837369442, "loss_rpn_cls": 0.009143306873738766, "loss_rpn_loc": 0.032054999843239784, "lr": 0.00025, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.28831194450049225, "total_loss": 0.23097094614058733} +{"data_time": 0.0037762484989798395, "eta_seconds": 4169.190639894259, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.044341517857142854, "fast_rcnn/fg_cls_accuracy": 0.9386531907392173, "iteration": 45699, "loss_box_reg": 0.11526172235608101, "loss_cls": 0.07224035635590553, "loss_rpn_cls": 0.006817383458837867, "loss_rpn_loc": 0.0215718075633049, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2904517230008423, "total_loss": 0.2338767279870808} +{"data_time": 0.0037550585002463777, "eta_seconds": 4163.1251906959005, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07759422004394119, "fast_rcnn/fg_cls_accuracy": 0.9113756613756614, "iteration": 45719, "loss_box_reg": 0.12297367304563522, "loss_cls": 0.0701911672949791, "loss_rpn_cls": 0.007109649479389191, "loss_rpn_loc": 0.035257259383797646, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29041557100026694, "total_loss": 0.24404776596929878} +{"data_time": 0.0037409864999062847, "eta_seconds": 4156.624092021302, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.03834844400882137, "fast_rcnn/fg_cls_accuracy": 0.9586560546979328, "iteration": 45739, "loss_box_reg": 0.11143039911985397, "loss_cls": 0.057247331365942955, "loss_rpn_cls": 0.0053701389115303755, "loss_rpn_loc": 0.024338876828551292, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2912876109994613, "total_loss": 0.21589954127557576} +{"data_time": 0.003789724500165903, "eta_seconds": 4151.463775595912, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.06739130434782609, "fast_rcnn/fg_cls_accuracy": 0.922752490942029, "iteration": 45759, "loss_box_reg": 0.12026461958885193, "loss_cls": 0.07575711607933044, "loss_rpn_cls": 0.009898448828607798, "loss_rpn_loc": 0.02976107969880104, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29125947450120293, "total_loss": 0.2418937647016719} +{"data_time": 0.003789539000536024, "eta_seconds": 4145.275065322567, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05933179723502304, "fast_rcnn/fg_cls_accuracy": 0.9332602896341464, "iteration": 45779, "loss_box_reg": 0.11553385481238365, "loss_cls": 0.06251988932490349, "loss_rpn_cls": 0.009672719519585371, "loss_rpn_loc": 0.041709333658218384, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.29165405300045677, "total_loss": 0.22262886131647974} +{"data_time": 0.003752182999960496, "eta_seconds": 4140.313439799138, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06694345960067177, "fast_rcnn/fg_cls_accuracy": 0.9247869189385238, "iteration": 45799, "loss_box_reg": 0.11919990926980972, "loss_cls": 0.07534318417310715, "loss_rpn_cls": 0.008022845024242997, "loss_rpn_loc": 0.03158055804669857, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29182473050059343, "total_loss": 0.25491130677983165} +{"data_time": 0.0037276414996085805, "eta_seconds": 4134.482012419139, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.042242703533026116, "fast_rcnn/fg_cls_accuracy": 0.95, "iteration": 45819, "loss_box_reg": 0.1008981466293335, "loss_cls": 0.05509127303957939, "loss_rpn_cls": 0.007299703545868397, "loss_rpn_loc": 0.024492519907653332, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2907661625004039, "total_loss": 0.2185657462105155} +{"data_time": 0.00384690699956991, "eta_seconds": 4128.394197002854, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04748574788455147, "fast_rcnn/fg_cls_accuracy": 0.9444818844067906, "iteration": 45839, "loss_box_reg": 0.10243634134531021, "loss_cls": 0.05358799733221531, "loss_rpn_cls": 0.0052876719273626804, "loss_rpn_loc": 0.0367095023393631, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.2892797984995923, "total_loss": 0.20985063014086336} +{"data_time": 0.003711606000251777, "eta_seconds": 4123.529374505488, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0766488413547237, "fast_rcnn/fg_cls_accuracy": 0.9157200811359026, "iteration": 45859, "loss_box_reg": 0.11956864967942238, "loss_cls": 0.061231980100274086, "loss_rpn_cls": 0.007689779857173562, "loss_rpn_loc": 0.04726192727684975, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 194.25, "rpn/num_pos_anchors": 61.75, "time": 0.290919459500401, "total_loss": 0.2215405791066587} +{"data_time": 0.0037728084998889244, "eta_seconds": 4117.696942575494, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.04982708409173644, "fast_rcnn/fg_cls_accuracy": 0.9369450773945156, "iteration": 45879, "loss_box_reg": 0.09679598733782768, "loss_cls": 0.054628122597932816, "loss_rpn_cls": 0.010168063454329967, "loss_rpn_loc": 0.031363848596811295, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2928806740001164, "total_loss": 0.18129159789532423} +{"data_time": 0.0038074904996392434, "eta_seconds": 4112.861993997558, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05909392999556934, "fast_rcnn/fg_cls_accuracy": 0.9228489352970681, "iteration": 45899, "loss_box_reg": 0.11164460331201553, "loss_cls": 0.05685657262802124, "loss_rpn_cls": 0.006916414713487029, "loss_rpn_loc": 0.05034681223332882, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.29266588899918133, "total_loss": 0.22358361585065722} +{"data_time": 0.003839261999928567, "eta_seconds": 4107.342919691, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.049930502300613494, "fast_rcnn/fg_cls_accuracy": 0.9352937397616676, "iteration": 45919, "loss_box_reg": 0.11974327638745308, "loss_cls": 0.07723476737737656, "loss_rpn_cls": 0.00682966155000031, "loss_rpn_loc": 0.024175219237804413, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29342360950067814, "total_loss": 0.22068329993635416} +{"data_time": 0.0035925305010096054, "eta_seconds": 4101.339336325054, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.050869643177335486, "fast_rcnn/fg_cls_accuracy": 0.9427565458873314, "iteration": 45939, "loss_box_reg": 0.09157787635922432, "loss_cls": 0.05163216218352318, "loss_rpn_cls": 0.007168719312176108, "loss_rpn_loc": 0.024156509898602962, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2917180909989838, "total_loss": 0.18394533824175596} +{"data_time": 0.0040235299993582885, "eta_seconds": 4095.5052832150614, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06180073302469136, "fast_rcnn/fg_cls_accuracy": 0.9301797748315236, "iteration": 45959, "loss_box_reg": 0.11921586841344833, "loss_cls": 0.06927049532532692, "loss_rpn_cls": 0.006134883034974337, "loss_rpn_loc": 0.027275574393570423, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29196722250071616, "total_loss": 0.25075671600643545} +{"data_time": 0.003948891500840546, "eta_seconds": 4089.970634233341, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05591517857142857, "fast_rcnn/fg_cls_accuracy": 0.9375884732052578, "iteration": 45979, "loss_box_reg": 0.10004813224077225, "loss_cls": 0.05859051086008549, "loss_rpn_cls": 0.0058784992434084415, "loss_rpn_loc": 0.030930202454328537, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29183285150065785, "total_loss": 0.20835895533673465} +{"data_time": 0.003988317999755964, "eta_seconds": 4084.3081580023863, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0745501893939394, "fast_rcnn/fg_cls_accuracy": 0.9155589508530685, "iteration": 45999, "loss_box_reg": 0.11792193725705147, "loss_cls": 0.07127414643764496, "loss_rpn_cls": 0.0073926912155002356, "loss_rpn_loc": 0.029189727269113064, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29410870100036846, "total_loss": 0.2358949624467641} +{"data_time": 0.0038386515007005073, "eta_seconds": 4078.301673793303, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.059532246633593196, "fast_rcnn/fg_cls_accuracy": 0.9291547873604182, "iteration": 46019, "loss_box_reg": 0.08430290967226028, "loss_cls": 0.06112271547317505, "loss_rpn_cls": 0.00858697248622775, "loss_rpn_loc": 0.02432854939252138, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2917233665002641, "total_loss": 0.20692289480939507} +{"data_time": 0.0037081854998177732, "eta_seconds": 4071.2755889041364, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06198435277382646, "fast_rcnn/fg_cls_accuracy": 0.9354065604065605, "iteration": 46039, "loss_box_reg": 0.11430642753839493, "loss_cls": 0.05828001722693443, "loss_rpn_cls": 0.007343193748965859, "loss_rpn_loc": 0.03855638764798641, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29099202250017697, "total_loss": 0.23627581913024187} +{"data_time": 0.003661188499791024, "eta_seconds": 4064.7627180983, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.060977489978415046, "fast_rcnn/fg_cls_accuracy": 0.9295031055900621, "iteration": 46059, "loss_box_reg": 0.09996002912521362, "loss_cls": 0.07398739084601402, "loss_rpn_cls": 0.006621853215619922, "loss_rpn_loc": 0.04427182674407959, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 198.25, "rpn/num_pos_anchors": 57.75, "time": 0.2913577389990678, "total_loss": 0.2569608190096915} +{"data_time": 0.0036343170004329295, "eta_seconds": 4058.5156732829637, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09122822609313899, "fast_rcnn/fg_cls_accuracy": 0.8984829825347067, "iteration": 46079, "loss_box_reg": 0.1283397227525711, "loss_cls": 0.07796361297369003, "loss_rpn_cls": 0.007798142731189728, "loss_rpn_loc": 0.041476937010884285, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29103343449969543, "total_loss": 0.2433978043263778} +{"data_time": 0.0036845394997726544, "eta_seconds": 4052.3417472460096, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.046647626818985446, "fast_rcnn/fg_cls_accuracy": 0.9508331174997842, "iteration": 46099, "loss_box_reg": 0.0985705591738224, "loss_cls": 0.05338986963033676, "loss_rpn_cls": 0.004894549492746592, "loss_rpn_loc": 0.02313388790935278, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2895885529997031, "total_loss": 0.20437945239245892} +{"data_time": 0.0039047444997777347, "eta_seconds": 4046.6580427804365, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07032762472077439, "fast_rcnn/fg_cls_accuracy": 0.9163632159990752, "iteration": 46119, "loss_box_reg": 0.1205073818564415, "loss_cls": 0.07547817751765251, "loss_rpn_cls": 0.0067960829474031925, "loss_rpn_loc": 0.033316418528556824, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2912665454996386, "total_loss": 0.24941982503514737} +{"data_time": 0.0039405309998983284, "eta_seconds": 4040.750124191127, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06435084490547097, "fast_rcnn/fg_cls_accuracy": 0.9284570978745736, "iteration": 46139, "loss_box_reg": 0.11181759461760521, "loss_cls": 0.054742904379963875, "loss_rpn_cls": 0.005506984423846006, "loss_rpn_loc": 0.02298683486878872, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2914738550007314, "total_loss": 0.24189743166789412} +{"data_time": 0.0039251355001397314, "eta_seconds": 4035.1064465620584, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07908858166922683, "fast_rcnn/fg_cls_accuracy": 0.9083895131086142, "iteration": 46159, "loss_box_reg": 0.11082695424556732, "loss_cls": 0.06631648167967796, "loss_rpn_cls": 0.005795217584818602, "loss_rpn_loc": 0.03439566493034363, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2925673649997407, "total_loss": 0.2392568535869941} +{"data_time": 0.0038419615002567298, "eta_seconds": 4029.204872072278, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05183609493954322, "fast_rcnn/fg_cls_accuracy": 0.9440677150964267, "iteration": 46179, "loss_box_reg": 0.10818591713905334, "loss_cls": 0.06072298623621464, "loss_rpn_cls": 0.006353514268994331, "loss_rpn_loc": 0.03558557853102684, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.2910461104993374, "total_loss": 0.21737124293576926} +{"data_time": 0.003766638499655528, "eta_seconds": 4023.528469202938, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06646393210749646, "fast_rcnn/fg_cls_accuracy": 0.9283885285080232, "iteration": 46199, "loss_box_reg": 0.11759188771247864, "loss_cls": 0.07155390456318855, "loss_rpn_cls": 0.008177972864359617, "loss_rpn_loc": 0.027674563229084015, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2912997715002348, "total_loss": 0.22315254621207714} +{"data_time": 0.00365062299897545, "eta_seconds": 4017.5429187522423, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05365953947368421, "fast_rcnn/fg_cls_accuracy": 0.9445175438596491, "iteration": 46219, "loss_box_reg": 0.10707470774650574, "loss_cls": 0.04875095374882221, "loss_rpn_cls": 0.006803597556427121, "loss_rpn_loc": 0.03156290575861931, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.28984084500007157, "total_loss": 0.23872934468090534} +{"data_time": 0.0037973990001773927, "eta_seconds": 4011.640190551989, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06013071895424837, "fast_rcnn/fg_cls_accuracy": 0.9343894675925926, "iteration": 46239, "loss_box_reg": 0.11526283994317055, "loss_cls": 0.05790608003735542, "loss_rpn_cls": 0.004284981172531843, "loss_rpn_loc": 0.02692909725010395, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2906752235003296, "total_loss": 0.2046400878462009} +{"data_time": 0.0038041595007598517, "eta_seconds": 4004.5203756525734, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.052369836597990466, "fast_rcnn/fg_cls_accuracy": 0.9420598802395209, "iteration": 46259, "loss_box_reg": 0.1060987114906311, "loss_cls": 0.051063885912299156, "loss_rpn_cls": 0.003291549044661224, "loss_rpn_loc": 0.021998081356287003, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2902446485004475, "total_loss": 0.1860940916230902} +{"data_time": 0.0037798590001330012, "eta_seconds": 3998.715389468234, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0795045045045045, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 46279, "loss_box_reg": 0.13283759355545044, "loss_cls": 0.07791672646999359, "loss_rpn_cls": 0.006802404532209039, "loss_rpn_loc": 0.027183692902326584, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.28884470899993175, "total_loss": 0.2747629979858175} +{"data_time": 0.0038300360001812805, "eta_seconds": 3993.1323554908886, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05772228246137165, "fast_rcnn/fg_cls_accuracy": 0.9387720974677496, "iteration": 46299, "loss_box_reg": 0.12827877700328827, "loss_cls": 0.07284430786967278, "loss_rpn_cls": 0.007203447632491589, "loss_rpn_loc": 0.03903079964220524, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2927331379996758, "total_loss": 0.25933275336865336} +{"data_time": 0.0036949844998162007, "eta_seconds": 3988.05860737848, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.06493798816035294, "fast_rcnn/fg_cls_accuracy": 0.9153343023255813, "iteration": 46319, "loss_box_reg": 0.14489854872226715, "loss_cls": 0.07633386179804802, "loss_rpn_cls": 0.005817722994834185, "loss_rpn_loc": 0.02958096656948328, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2939758250004161, "total_loss": 0.2856688827741891} +{"data_time": 0.003895543999533402, "eta_seconds": 3982.485828702047, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06839285714285714, "fast_rcnn/fg_cls_accuracy": 0.9211855396065922, "iteration": 46339, "loss_box_reg": 0.12998116761446, "loss_cls": 0.08584626391530037, "loss_rpn_cls": 0.008870933204889297, "loss_rpn_loc": 0.04081895388662815, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2928542384997854, "total_loss": 0.29354723123833537} +{"data_time": 0.003752982999685628, "eta_seconds": 3976.3976172984258, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06815117385786802, "fast_rcnn/fg_cls_accuracy": 0.9184560327198363, "iteration": 46359, "loss_box_reg": 0.10224684327840805, "loss_cls": 0.07435387745499611, "loss_rpn_cls": 0.005519417813047767, "loss_rpn_loc": 0.027812674641609192, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.29159764500036545, "total_loss": 0.2166647021076642} +{"data_time": 0.0037638280000464874, "eta_seconds": 3970.5671222583987, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06486549629530738, "fast_rcnn/fg_cls_accuracy": 0.9044660889127489, "iteration": 46379, "loss_box_reg": 0.11633581295609474, "loss_cls": 0.09040746465325356, "loss_rpn_cls": 0.006271991645917296, "loss_rpn_loc": 0.03085021860897541, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29009226100060914, "total_loss": 0.25436995667405427} +{"data_time": 0.003697125000144297, "eta_seconds": 3963.727595593082, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06029100385471524, "fast_rcnn/fg_cls_accuracy": 0.9313739477814238, "iteration": 46399, "loss_box_reg": 0.12404473125934601, "loss_cls": 0.05660131201148033, "loss_rpn_cls": 0.006582210306078196, "loss_rpn_loc": 0.026321645826101303, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.29033420700034185, "total_loss": 0.2441485170274973} +{"data_time": 0.00379943500047375, "eta_seconds": 3959.0868955425685, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06832564271588662, "fast_rcnn/fg_cls_accuracy": 0.9222278225806452, "iteration": 46419, "loss_box_reg": 0.11689306795597076, "loss_cls": 0.0675559714436531, "loss_rpn_cls": 0.008530362509191036, "loss_rpn_loc": 0.02712502609938383, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29173985200031893, "total_loss": 0.21043689688667655} +{"data_time": 0.003686759500851622, "eta_seconds": 3952.797507965952, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05785098895765077, "fast_rcnn/fg_cls_accuracy": 0.9375354509359046, "iteration": 46439, "loss_box_reg": 0.1039147637784481, "loss_cls": 0.06166970916092396, "loss_rpn_cls": 0.0035643724258989096, "loss_rpn_loc": 0.02713600918650627, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2896785720004118, "total_loss": 0.20175880717579275} +{"data_time": 0.0038185499997780425, "eta_seconds": 3947.425373022561, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06954787234042553, "fast_rcnn/fg_cls_accuracy": 0.9204650142575126, "iteration": 46459, "loss_box_reg": 0.11643221974372864, "loss_cls": 0.0683133564889431, "loss_rpn_cls": 0.006432245951145887, "loss_rpn_loc": 0.03425317443907261, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29307253349998064, "total_loss": 0.21113954886095598} +{"data_time": 0.0038130709999677492, "eta_seconds": 3941.7402221720113, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.058823529411764705, "fast_rcnn/fg_cls_accuracy": 0.9411764705882353, "iteration": 46479, "loss_box_reg": 0.12511280179023743, "loss_cls": 0.05741737596690655, "loss_rpn_cls": 0.00638906448148191, "loss_rpn_loc": 0.026021546684205532, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2925749354999425, "total_loss": 0.22303643345367163} +{"data_time": 0.003750943000341067, "eta_seconds": 3935.9092455119935, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.08118955512572534, "fast_rcnn/fg_cls_accuracy": 0.9142649903288201, "iteration": 46499, "loss_box_reg": 0.08383044973015785, "loss_cls": 0.044801075011491776, "loss_rpn_cls": 0.009318247437477112, "loss_rpn_loc": 0.027847375720739365, "lr": 0.00025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.290725375499278, "total_loss": 0.18010780052281916} +{"data_time": 0.0038022549997549504, "eta_seconds": 3930.147030322005, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.0677264617274562, "fast_rcnn/fg_cls_accuracy": 0.9271117330566748, "iteration": 46519, "loss_box_reg": 0.11834056675434113, "loss_cls": 0.0763738825917244, "loss_rpn_cls": 0.008808562532067299, "loss_rpn_loc": 0.029274286702275276, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2917371470002763, "total_loss": 0.26811386714689434} +{"data_time": 0.003841836499304918, "eta_seconds": 3924.3980576428658, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.057400858802727966, "fast_rcnn/fg_cls_accuracy": 0.9386527168968655, "iteration": 46539, "loss_box_reg": 0.08733484148979187, "loss_cls": 0.05238267220556736, "loss_rpn_cls": 0.00504401745274663, "loss_rpn_loc": 0.019297328777611256, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2919431109994548, "total_loss": 0.16453681653365493} +{"data_time": 0.004310568499931833, "eta_seconds": 3918.484872961999, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04730593607305936, "fast_rcnn/fg_cls_accuracy": 0.9253222206221199, "iteration": 46559, "loss_box_reg": 0.11104458943009377, "loss_cls": 0.05949079431593418, "loss_rpn_cls": 0.010454931762069464, "loss_rpn_loc": 0.024096553213894367, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2917450924996956, "total_loss": 0.20429587713442743} +{"data_time": 0.003983182999945711, "eta_seconds": 3912.653794281996, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.0511039886039886, "fast_rcnn/fg_cls_accuracy": 0.9488960113960114, "iteration": 46579, "loss_box_reg": 0.10904032364487648, "loss_cls": 0.0554449874907732, "loss_rpn_cls": 0.0059231489431113005, "loss_rpn_loc": 0.028377829119563103, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.294559981999555, "total_loss": 0.2086510439403355} +{"data_time": 0.003802535000431817, "eta_seconds": 3906.6844878921984, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.0882910193255021, "fast_rcnn/fg_cls_accuracy": 0.9117089806744979, "iteration": 46599, "loss_box_reg": 0.1351974681019783, "loss_cls": 0.09140920639038086, "loss_rpn_cls": 0.008386518340557814, "loss_rpn_loc": 0.05525197833776474, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 194.25, "rpn/num_pos_anchors": 61.75, "time": 0.2888419390001218, "total_loss": 0.269693257054314} +{"data_time": 0.0036807540000154404, "eta_seconds": 3900.2627814999687, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05887430939226519, "fast_rcnn/fg_cls_accuracy": 0.9361364615565391, "iteration": 46619, "loss_box_reg": 0.11814241856336594, "loss_cls": 0.06346090510487556, "loss_rpn_cls": 0.009844090789556503, "loss_rpn_loc": 0.03176299296319485, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2911622455003453, "total_loss": 0.21644619177095592} +{"data_time": 0.003744387498954893, "eta_seconds": 3894.554308169827, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06034482758620689, "fast_rcnn/fg_cls_accuracy": 0.9392014519056261, "iteration": 46639, "loss_box_reg": 0.11761225014925003, "loss_cls": 0.05238648131489754, "loss_rpn_cls": 0.008143288781866431, "loss_rpn_loc": 0.03998561017215252, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2926315184995474, "total_loss": 0.2205495615489781} +{"data_time": 0.003844001998913882, "eta_seconds": 3889.2614322318514, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07221978021978022, "fast_rcnn/fg_cls_accuracy": 0.9180260910463649, "iteration": 46659, "loss_box_reg": 0.11615435034036636, "loss_cls": 0.0760447233915329, "loss_rpn_cls": 0.008459830190986395, "loss_rpn_loc": 0.03510163351893425, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29346274649924453, "total_loss": 0.24935312429443002} +{"data_time": 0.003947397000047204, "eta_seconds": 3884.348176918138, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0586890243902439, "fast_rcnn/fg_cls_accuracy": 0.9346145470383276, "iteration": 46679, "loss_box_reg": 0.11130176857113838, "loss_cls": 0.06241421774029732, "loss_rpn_cls": 0.00346254778560251, "loss_rpn_loc": 0.03140784613788128, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2940965550005785, "total_loss": 0.2278904167469591} +{"data_time": 0.0038130504999571713, "eta_seconds": 3878.6746974463313, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05146198830409357, "fast_rcnn/fg_cls_accuracy": 0.941640866873065, "iteration": 46699, "loss_box_reg": 0.10842281579971313, "loss_cls": 0.05343728885054588, "loss_rpn_cls": 0.0025729811750352383, "loss_rpn_loc": 0.022116919048130512, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29146134450002137, "total_loss": 0.21607302594929934} +{"data_time": 0.0037240964993543457, "eta_seconds": 3873.7766639898473, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.050793650793650794, "fast_rcnn/fg_cls_accuracy": 0.9474573780129336, "iteration": 46719, "loss_box_reg": 0.11428835988044739, "loss_cls": 0.06811848096549511, "loss_rpn_cls": 0.0038113186601549387, "loss_rpn_loc": 0.04610550403594971, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2937925764999818, "total_loss": 0.23989712679758668} +{"data_time": 0.0037406269993880414, "eta_seconds": 3867.2700229860493, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.0559420781718423, "fast_rcnn/fg_cls_accuracy": 0.9315271654564315, "iteration": 46739, "loss_box_reg": 0.10843213275074959, "loss_cls": 0.0662555992603302, "loss_rpn_cls": 0.006943913409486413, "loss_rpn_loc": 0.03290152549743652, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2895701224997538, "total_loss": 0.21799601102247834} +{"data_time": 0.0036815144994761795, "eta_seconds": 3862.8682077102712, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06184895833333333, "fast_rcnn/fg_cls_accuracy": 0.9325226814516129, "iteration": 46759, "loss_box_reg": 0.1347729191184044, "loss_cls": 0.0737048052251339, "loss_rpn_cls": 0.006174232577905059, "loss_rpn_loc": 0.02182148303836584, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29444021099970996, "total_loss": 0.23254020558670163} +{"data_time": 0.003690420000566519, "eta_seconds": 3858.251011332086, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07052218050340703, "fast_rcnn/fg_cls_accuracy": 0.9233219010289074, "iteration": 46779, "loss_box_reg": 0.13976630568504333, "loss_cls": 0.07593832910060883, "loss_rpn_cls": 0.010104854125529528, "loss_rpn_loc": 0.04057622328400612, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29342020449985284, "total_loss": 0.25932755146641284} +{"data_time": 0.0038764934997743694, "eta_seconds": 3852.6658235943614, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.055227529579998616, "fast_rcnn/fg_cls_accuracy": 0.9397240377632534, "iteration": 46799, "loss_box_reg": 0.12742668390274048, "loss_cls": 0.05378792993724346, "loss_rpn_cls": 0.006666822591796517, "loss_rpn_loc": 0.027762400917708874, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29265652899994166, "total_loss": 0.2406679482664913} +{"data_time": 0.0038190709992704797, "eta_seconds": 3846.57702945211, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.07413799238515462, "fast_rcnn/fg_cls_accuracy": 0.9135145713980715, "iteration": 46819, "loss_box_reg": 0.1319378837943077, "loss_cls": 0.08027395978569984, "loss_rpn_cls": 0.01197714963927865, "loss_rpn_loc": 0.02816652599722147, "lr": 0.00025, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29096710099929624, "total_loss": 0.29570004309061915} +{"data_time": 0.0038601080004809774, "eta_seconds": 3841.146972037459, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06313366439064763, "fast_rcnn/fg_cls_accuracy": 0.9343975718457047, "iteration": 46839, "loss_box_reg": 0.10525229945778847, "loss_cls": 0.05935755744576454, "loss_rpn_cls": 0.007601401302963495, "loss_rpn_loc": 0.03142566606402397, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2925745705006193, "total_loss": 0.20340956217842177} +{"data_time": 0.003822945499450725, "eta_seconds": 3834.63576683238, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.06699876428792093, "fast_rcnn/fg_cls_accuracy": 0.9330012357120792, "iteration": 46859, "loss_box_reg": 0.08537663146853447, "loss_cls": 0.03993629477918148, "loss_rpn_cls": 0.007060647942125797, "loss_rpn_loc": 0.029131801798939705, "lr": 0.00025, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28975749100027315, "total_loss": 0.18859504582360387} +{"data_time": 0.003718220500559255, "eta_seconds": 3828.7991827123915, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07381444313262495, "fast_rcnn/fg_cls_accuracy": 0.9232093663911846, "iteration": 46879, "loss_box_reg": 0.11219402030110359, "loss_cls": 0.06506425142288208, "loss_rpn_cls": 0.007380360271781683, "loss_rpn_loc": 0.04876471869647503, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2932198550006433, "total_loss": 0.2633331419201568} +{"data_time": 0.003838386500319757, "eta_seconds": 3822.1571058039444, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06969402622632345, "fast_rcnn/fg_cls_accuracy": 0.9290744466800804, "iteration": 46899, "loss_box_reg": 0.11864164844155312, "loss_cls": 0.07750098779797554, "loss_rpn_cls": 0.006234338972717524, "loss_rpn_loc": 0.03347365744411945, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2914844099987022, "total_loss": 0.23300514626316726} +{"data_time": 0.003966967499763996, "eta_seconds": 3816.0689739034933, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.03273862622658341, "fast_rcnn/fg_cls_accuracy": 0.9563927265821583, "iteration": 46919, "loss_box_reg": 0.08457796275615692, "loss_cls": 0.04110833443701267, "loss_rpn_cls": 0.005894179455935955, "loss_rpn_loc": 0.019292881712317467, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29220143300062773, "total_loss": 0.16331659047864377} +{"data_time": 0.003645792499810341, "eta_seconds": 3810.4863970839324, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07894540480039797, "fast_rcnn/fg_cls_accuracy": 0.8940162006793834, "iteration": 46939, "loss_box_reg": 0.1241048127412796, "loss_cls": 0.10395961254835129, "loss_rpn_cls": 0.00797697389498353, "loss_rpn_loc": 0.04464194364845753, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2920335854996665, "total_loss": 0.2981297317892313} +{"data_time": 0.003793974498876196, "eta_seconds": 3804.516724210116, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06092258748674444, "fast_rcnn/fg_cls_accuracy": 0.9369034994697774, "iteration": 46959, "loss_box_reg": 0.11396092921495438, "loss_cls": 0.06644998863339424, "loss_rpn_cls": 0.011260444298386574, "loss_rpn_loc": 0.04283624328672886, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.29422178599998006, "total_loss": 0.22712696413509548} +{"data_time": 0.0038586269993174938, "eta_seconds": 3799.5863161212583, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.08704215908138463, "fast_rcnn/fg_cls_accuracy": 0.9129578409186154, "iteration": 46979, "loss_box_reg": 0.12145410478115082, "loss_cls": 0.08751532435417175, "loss_rpn_cls": 0.013602617662400007, "loss_rpn_loc": 0.031434107571840286, "lr": 0.00025, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2925934760005475, "total_loss": 0.2699400403071195} +{"data_time": 0.0037601174999508657, "eta_seconds": 3792.415978013196, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06679111007408271, "fast_rcnn/fg_cls_accuracy": 0.9261695906432748, "iteration": 46999, "loss_box_reg": 0.11474249511957169, "loss_cls": 0.06537971086800098, "loss_rpn_cls": 0.009998122695833445, "loss_rpn_loc": 0.04029536806046963, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2896912930000326, "total_loss": 0.265043412335217} +{"data_time": 0.003790319499785255, "eta_seconds": 3787.0112791600695, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.06197354681517578, "fast_rcnn/fg_cls_accuracy": 0.9350852767142359, "iteration": 47019, "loss_box_reg": 0.09718692675232887, "loss_cls": 0.052082734182477, "loss_rpn_cls": 0.012978716287761927, "loss_rpn_loc": 0.03693511337041855, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29305513250074, "total_loss": 0.20372665068134665} +{"data_time": 0.003697135000038543, "eta_seconds": 3781.176130810054, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05700476694915255, "fast_rcnn/fg_cls_accuracy": 0.9247202932098766, "iteration": 47039, "loss_box_reg": 0.09247075021266937, "loss_cls": 0.06678350642323494, "loss_rpn_cls": 0.012940202374011278, "loss_rpn_loc": 0.045716045424342155, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.2898779264996847, "total_loss": 0.22018381347879767} +{"data_time": 0.0037627530000463594, "eta_seconds": 3776.3231090467343, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.03763567720622936, "fast_rcnn/fg_cls_accuracy": 0.9496857980728948, "iteration": 47059, "loss_box_reg": 0.11806874349713326, "loss_cls": 0.06096747890114784, "loss_rpn_cls": 0.008552153129130602, "loss_rpn_loc": 0.02386118471622467, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2947107785003027, "total_loss": 0.21064633270725608} +{"data_time": 0.003816415499386494, "eta_seconds": 3770.6578394437383, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.03974358974358974, "fast_rcnn/fg_cls_accuracy": 0.9575091575091575, "iteration": 47079, "loss_box_reg": 0.09419585019350052, "loss_cls": 0.05377477779984474, "loss_rpn_cls": 0.009501658380031586, "loss_rpn_loc": 0.019244269467890263, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2901162625012148, "total_loss": 0.17881009355187416} +{"data_time": 0.0042270439998901566, "eta_seconds": 3764.937917239422, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.062298711755233493, "fast_rcnn/fg_cls_accuracy": 0.9374418388237484, "iteration": 47099, "loss_box_reg": 0.12118113413453102, "loss_cls": 0.06099550612270832, "loss_rpn_cls": 0.006091100396588445, "loss_rpn_loc": 0.026521842926740646, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2927836300004856, "total_loss": 0.24097870895639062} +{"data_time": 0.003706565499669523, "eta_seconds": 3759.0221653522894, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.03843178621659635, "fast_rcnn/fg_cls_accuracy": 0.9537254604714621, "iteration": 47119, "loss_box_reg": 0.10209256410598755, "loss_cls": 0.049487922340631485, "loss_rpn_cls": 0.005863184574991465, "loss_rpn_loc": 0.025508604012429714, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29146976950050885, "total_loss": 0.1876161665422842} +{"data_time": 0.0037083454999446985, "eta_seconds": 3753.2636911394547, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0630718954248366, "fast_rcnn/fg_cls_accuracy": 0.9158371040723982, "iteration": 47139, "loss_box_reg": 0.1307986006140709, "loss_cls": 0.06996751949191093, "loss_rpn_cls": 0.008593476377427578, "loss_rpn_loc": 0.022638192400336266, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2905409669992878, "total_loss": 0.23843723349273205} +{"data_time": 0.0038379709994842415, "eta_seconds": 3746.7377377788944, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.054390243902439024, "fast_rcnn/fg_cls_accuracy": 0.9270575374249828, "iteration": 47159, "loss_box_reg": 0.126814104616642, "loss_cls": 0.06980612874031067, "loss_rpn_cls": 0.008520258590579033, "loss_rpn_loc": 0.04055730812251568, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2914380974998494, "total_loss": 0.23785064788535237} +{"data_time": 0.003697115499562642, "eta_seconds": 3741.7557468545237, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.056640625, "fast_rcnn/fg_cls_accuracy": 0.9343463302752293, "iteration": 47179, "loss_box_reg": 0.10053164511919022, "loss_cls": 0.0632629245519638, "loss_rpn_cls": 0.006829820340499282, "loss_rpn_loc": 0.039508309215307236, "lr": 0.00025, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29320653949980624, "total_loss": 0.20028064388316125} +{"data_time": 0.0037124064992895, "eta_seconds": 3736.2090176087804, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06593208092485549, "fast_rcnn/fg_cls_accuracy": 0.9239809782608696, "iteration": 47199, "loss_box_reg": 0.12376363202929497, "loss_cls": 0.06621801480650902, "loss_rpn_cls": 0.006577834486961365, "loss_rpn_loc": 0.0235315365716815, "lr": 0.00025, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29306853800062527, "total_loss": 0.24480548803694546} +{"data_time": 0.0038383364999390324, "eta_seconds": 3730.5487116173026, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.037698412698412696, "fast_rcnn/fg_cls_accuracy": 0.9586743551587302, "iteration": 47219, "loss_box_reg": 0.09965089336037636, "loss_cls": 0.051650520414114, "loss_rpn_cls": 0.010430475231260061, "loss_rpn_loc": 0.03482983261346817, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2904432475006615, "total_loss": 0.1947330452967435} +{"data_time": 0.003753697497813846, "eta_seconds": 3724.8993339771914, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06504437869822485, "fast_rcnn/fg_cls_accuracy": 0.9336718375179913, "iteration": 47239, "loss_box_reg": 0.10765840858221054, "loss_cls": 0.06936948001384735, "loss_rpn_cls": 0.007349094608798623, "loss_rpn_loc": 0.04250087961554527, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29023316749953665, "total_loss": 0.2533441772684455} +{"data_time": 0.003545797999322531, "eta_seconds": 3719.5044959819643, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06528688524590165, "fast_rcnn/fg_cls_accuracy": 0.9306147540983607, "iteration": 47259, "loss_box_reg": 0.12980281561613083, "loss_cls": 0.08067017793655396, "loss_rpn_cls": 0.008594494313001633, "loss_rpn_loc": 0.05574653297662735, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.2920291604987142, "total_loss": 0.2975828481139615} +{"data_time": 0.0037625884979206603, "eta_seconds": 3713.8761761854403, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05905877976190476, "fast_rcnn/fg_cls_accuracy": 0.9361471861471862, "iteration": 47279, "loss_box_reg": 0.1127164177596569, "loss_cls": 0.06212707608938217, "loss_rpn_cls": 0.007728870725259185, "loss_rpn_loc": 0.03512552194297314, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29205934700075886, "total_loss": 0.23107090219855309} +{"data_time": 0.0037001849996158853, "eta_seconds": 3707.826302901958, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.06593438441919777, "fast_rcnn/fg_cls_accuracy": 0.9260053790983607, "iteration": 47299, "loss_box_reg": 0.10860154777765274, "loss_cls": 0.07645577192306519, "loss_rpn_cls": 0.01260748878121376, "loss_rpn_loc": 0.03667318448424339, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2913920014998439, "total_loss": 0.24437922053039074} +{"data_time": 0.003777998499572277, "eta_seconds": 3701.465405350609, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0492415602189781, "fast_rcnn/fg_cls_accuracy": 0.9453125, "iteration": 47319, "loss_box_reg": 0.10612387955188751, "loss_cls": 0.060341062024235725, "loss_rpn_cls": 0.011734562925994396, "loss_rpn_loc": 0.02330359537154436, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2909474154985219, "total_loss": 0.20330329751595855} +{"data_time": 0.0037511074988287874, "eta_seconds": 3694.7861470209864, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07185886402753872, "fast_rcnn/fg_cls_accuracy": 0.9173651126244107, "iteration": 47339, "loss_box_reg": 0.11047402396798134, "loss_cls": 0.06481282599270344, "loss_rpn_cls": 0.008443833561614156, "loss_rpn_loc": 0.03135416470468044, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.289743664998241, "total_loss": 0.20072226645424962} +{"data_time": 0.0038115050010674167, "eta_seconds": 3688.773114246578, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07938651156349535, "fast_rcnn/fg_cls_accuracy": 0.9135670731707317, "iteration": 47359, "loss_box_reg": 0.12504029273986816, "loss_cls": 0.0812169760465622, "loss_rpn_cls": 0.008260817267000675, "loss_rpn_loc": 0.026110190898180008, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29173311150043446, "total_loss": 0.2768373084254563} +{"data_time": 0.0038078500001574866, "eta_seconds": 3682.936447926568, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.041952654433394035, "fast_rcnn/fg_cls_accuracy": 0.9484324803367674, "iteration": 47379, "loss_box_reg": 0.1098792627453804, "loss_cls": 0.05475876107811928, "loss_rpn_cls": 0.005903756944462657, "loss_rpn_loc": 0.02162634488195181, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29034746249999444, "total_loss": 0.21103178709745407} +{"data_time": 0.0037511675000132527, "eta_seconds": 3677.0997816065574, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05952196782178218, "fast_rcnn/fg_cls_accuracy": 0.9259152585765489, "iteration": 47399, "loss_box_reg": 0.1498580500483513, "loss_cls": 0.08397888019680977, "loss_rpn_cls": 0.012251204811036587, "loss_rpn_loc": 0.03465488366782665, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29012323250026384, "total_loss": 0.2562615404604003} +{"data_time": 0.0037272664994816296, "eta_seconds": 3671.263115286547, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0694980694980695, "fast_rcnn/fg_cls_accuracy": 0.9277560339204175, "iteration": 47419, "loss_box_reg": 0.1222008466720581, "loss_cls": 0.07101984322071075, "loss_rpn_cls": 0.007378547685220838, "loss_rpn_loc": 0.04252861812710762, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2918981939983496, "total_loss": 0.24991857539862394} +{"data_time": 0.0038179404982656706, "eta_seconds": 3665.993438759033, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05748074807480748, "fast_rcnn/fg_cls_accuracy": 0.9375687568756876, "iteration": 47439, "loss_box_reg": 0.12997472286224365, "loss_cls": 0.0696260817348957, "loss_rpn_cls": 0.010329729411751032, "loss_rpn_loc": 0.04595149680972099, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29409841549932025, "total_loss": 0.27250436693429947} +{"data_time": 0.003867313000228023, "eta_seconds": 3660.1558695890344, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.057874396135265696, "fast_rcnn/fg_cls_accuracy": 0.9306280193236716, "iteration": 47459, "loss_box_reg": 0.11258679628372192, "loss_cls": 0.08021138608455658, "loss_rpn_cls": 0.012855110224336386, "loss_rpn_loc": 0.048753656446933746, "lr": 0.00025, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 192.25, "rpn/num_pos_anchors": 63.75, "time": 0.29286372900241986, "total_loss": 0.2578056827187538} +{"data_time": 0.003790504499193048, "eta_seconds": 3653.5355687956326, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06283967391304347, "fast_rcnn/fg_cls_accuracy": 0.9267271580717489, "iteration": 47479, "loss_box_reg": 0.11662765964865685, "loss_cls": 0.07212110236287117, "loss_rpn_cls": 0.007222636369988322, "loss_rpn_loc": 0.026101527735590935, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2905848030022753, "total_loss": 0.22783615346997976} +{"data_time": 0.0037092205002409173, "eta_seconds": 3648.1167749911947, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.061452513966480445, "fast_rcnn/fg_cls_accuracy": 0.9323809523809523, "iteration": 47499, "loss_box_reg": 0.10964750498533249, "loss_cls": 0.05710837058722973, "loss_rpn_cls": 0.006670185597613454, "loss_rpn_loc": 0.028871322982013226, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2918903389982006, "total_loss": 0.2247037374181673} +{"data_time": 0.003729325999302091, "eta_seconds": 3641.365403533273, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05113801452784504, "fast_rcnn/fg_cls_accuracy": 0.9455779514603044, "iteration": 47519, "loss_box_reg": 0.0961420126259327, "loss_cls": 0.04891635291278362, "loss_rpn_cls": 0.0067079500295221806, "loss_rpn_loc": 0.02202237769961357, "lr": 0.00025, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2895691674984846, "total_loss": 0.1748758590547368} +{"data_time": 0.0036724835008499213, "eta_seconds": 3635.5298820532516, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07112985795659384, "fast_rcnn/fg_cls_accuracy": 0.9214366906182763, "iteration": 47539, "loss_box_reg": 0.11911965534090996, "loss_cls": 0.08045646548271179, "loss_rpn_cls": 0.006528959842398763, "loss_rpn_loc": 0.022601365111768246, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2926068069991743, "total_loss": 0.22791158710606396} +{"data_time": 0.003695720501127653, "eta_seconds": 3629.572684935847, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05736736918604651, "fast_rcnn/fg_cls_accuracy": 0.9270799280810722, "iteration": 47559, "loss_box_reg": 0.11018092185258865, "loss_cls": 0.0628434419631958, "loss_rpn_cls": 0.009186096955090761, "loss_rpn_loc": 0.043935006484389305, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29052329099977214, "total_loss": 0.2791876911651343} +{"data_time": 0.003957457000069553, "eta_seconds": 3623.627125359635, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05950085082246172, "fast_rcnn/fg_cls_accuracy": 0.9314786585365854, "iteration": 47579, "loss_box_reg": 0.08886732161045074, "loss_cls": 0.058781733736395836, "loss_rpn_cls": 0.012247174046933651, "loss_rpn_loc": 0.03685414977371693, "lr": 0.00025, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2931172310018155, "total_loss": 0.21606474206782877} +{"data_time": 0.0038014499987184536, "eta_seconds": 3618.424339804187, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07134046052631579, "fast_rcnn/fg_cls_accuracy": 0.9044602053534334, "iteration": 47599, "loss_box_reg": 0.12337826192378998, "loss_cls": 0.08239017426967621, "loss_rpn_cls": 0.0070394480135291815, "loss_rpn_loc": 0.037334149703383446, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29239192649947654, "total_loss": 0.26310447277501225} +{"data_time": 0.0038281659999483963, "eta_seconds": 3613.1729779398484, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0752998988293106, "fast_rcnn/fg_cls_accuracy": 0.9157411317567568, "iteration": 47619, "loss_box_reg": 0.1263648271560669, "loss_cls": 0.06026780419051647, "loss_rpn_cls": 0.0069729844108223915, "loss_rpn_loc": 0.032153934240341187, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29181127549964003, "total_loss": 0.2637654945719987} +{"data_time": 0.0036946750005881768, "eta_seconds": 3607.2578671112933, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.05111369077849525, "fast_rcnn/fg_cls_accuracy": 0.9407792207792207, "iteration": 47639, "loss_box_reg": 0.10670853778719902, "loss_cls": 0.054913269355893135, "loss_rpn_cls": 0.006926345406100154, "loss_rpn_loc": 0.03955145180225372, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29241322750021936, "total_loss": 0.2424629483721219} +{"data_time": 0.0037691979996452574, "eta_seconds": 3600.6391042642645, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.0930455835698781, "fast_rcnn/fg_cls_accuracy": 0.8879781420765027, "iteration": 47659, "loss_box_reg": 0.13187642395496368, "loss_cls": 0.08635545149445534, "loss_rpn_cls": 0.008011196739971638, "loss_rpn_loc": 0.0333226453512907, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.291067395999562, "total_loss": 0.2661170535720885} +{"data_time": 0.003718491499967058, "eta_seconds": 3594.168202232977, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.059846547314578, "fast_rcnn/fg_cls_accuracy": 0.9360187553282182, "iteration": 47679, "loss_box_reg": 0.12261668220162392, "loss_cls": 0.07335981354117393, "loss_rpn_cls": 0.011170558631420135, "loss_rpn_loc": 0.03542272001504898, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2929516924996278, "total_loss": 0.24242459563538432} +{"data_time": 0.0038409420012612827, "eta_seconds": 3588.71901406892, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06316073354908307, "fast_rcnn/fg_cls_accuracy": 0.9276305431645238, "iteration": 47699, "loss_box_reg": 0.11383397877216339, "loss_cls": 0.06060388311743736, "loss_rpn_cls": 0.006320273503661156, "loss_rpn_loc": 0.027994303032755852, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2939927959978377, "total_loss": 0.20268480479717255} +{"data_time": 0.003949736999857123, "eta_seconds": 3583.01018873306, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.045165276490577694, "fast_rcnn/fg_cls_accuracy": 0.9466747560282955, "iteration": 47719, "loss_box_reg": 0.11019261926412582, "loss_cls": 0.05747253820300102, "loss_rpn_cls": 0.0038871329743415117, "loss_rpn_loc": 0.02236669883131981, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2940299320016493, "total_loss": 0.2242046375758946} +{"data_time": 0.0036855250000371598, "eta_seconds": 3577.57116177414, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0733695652173913, "fast_rcnn/fg_cls_accuracy": 0.9186039205830611, "iteration": 47739, "loss_box_reg": 0.11111798509955406, "loss_cls": 0.06675630807876587, "loss_rpn_cls": 0.0061461294535547495, "loss_rpn_loc": 0.03699350915849209, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29128066650082474, "total_loss": 0.23726480221375823} +{"data_time": 0.003591410501030623, "eta_seconds": 3571.4653340404766, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.054516250944822375, "fast_rcnn/fg_cls_accuracy": 0.9454837490551776, "iteration": 47759, "loss_box_reg": 0.11520831286907196, "loss_cls": 0.05134488642215729, "loss_rpn_cls": 0.005845247069373727, "loss_rpn_loc": 0.05288376472890377, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 193.25, "rpn/num_pos_anchors": 62.75, "time": 0.2933932874984748, "total_loss": 0.23381902428809553} +{"data_time": 0.003827256499789655, "eta_seconds": 3565.4921374922196, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.04044931135696546, "fast_rcnn/fg_cls_accuracy": 0.9548220064724919, "iteration": 47779, "loss_box_reg": 0.10257096961140633, "loss_cls": 0.046855876222252846, "loss_rpn_cls": 0.005542787490412593, "loss_rpn_loc": 0.044686343520879745, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2918839134999871, "total_loss": 0.2321017337962985} +{"data_time": 0.00381767100043362, "eta_seconds": 3559.690300697366, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.057205224419108094, "fast_rcnn/fg_cls_accuracy": 0.9290157674304016, "iteration": 47799, "loss_box_reg": 0.12449710071086884, "loss_cls": 0.06325429677963257, "loss_rpn_cls": 0.00807210011407733, "loss_rpn_loc": 0.04346665367484093, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2934290395005519, "total_loss": 0.2335836081765592} +{"data_time": 0.0036717839993798407, "eta_seconds": 3554.688871862236, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05036231884057971, "fast_rcnn/fg_cls_accuracy": 0.9347568893377579, "iteration": 47819, "loss_box_reg": 0.09060953930020332, "loss_cls": 0.05167226307094097, "loss_rpn_cls": 0.006328502437099814, "loss_rpn_loc": 0.030418988317251205, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2932190250012354, "total_loss": 0.19577438768465072} +{"data_time": 0.003855771999951685, "eta_seconds": 3548.7680950469803, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0691147932527243, "fast_rcnn/fg_cls_accuracy": 0.9289096320346321, "iteration": 47839, "loss_box_reg": 0.1130477711558342, "loss_cls": 0.06623098254203796, "loss_rpn_cls": 0.00795798422768712, "loss_rpn_loc": 0.03026188351213932, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29260296650136297, "total_loss": 0.22680798679357395} +{"data_time": 0.003781809000429348, "eta_seconds": 3543.4954147659664, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.057249138087461446, "fast_rcnn/fg_cls_accuracy": 0.9393229166666667, "iteration": 47859, "loss_box_reg": 0.0995665118098259, "loss_cls": 0.05970184504985809, "loss_rpn_cls": 0.00710219657048583, "loss_rpn_loc": 0.027306312695145607, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2896639909977239, "total_loss": 0.18541864899452776} +{"data_time": 0.0038266664996626787, "eta_seconds": 3536.837129403466, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.06833592707870165, "fast_rcnn/fg_cls_accuracy": 0.9177693344231151, "iteration": 47879, "loss_box_reg": 0.14232058823108673, "loss_cls": 0.08479789644479752, "loss_rpn_cls": 0.008509608916938305, "loss_rpn_loc": 0.030543855391442776, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2906579319987941, "total_loss": 0.26222182158380747} +{"data_time": 0.0036912850009684917, "eta_seconds": 3530.615240350471, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.058333333333333334, "fast_rcnn/fg_cls_accuracy": 0.9263231756214916, "iteration": 47899, "loss_box_reg": 0.10861027240753174, "loss_cls": 0.05965697020292282, "loss_rpn_cls": 0.012726409826427698, "loss_rpn_loc": 0.029202058911323547, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29145060849987203, "total_loss": 0.21981237246654928} +{"data_time": 0.0037655630003428087, "eta_seconds": 3524.5876822985883, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07282366071428571, "fast_rcnn/fg_cls_accuracy": 0.9165736607142857, "iteration": 47919, "loss_box_reg": 0.11127684265375137, "loss_cls": 0.06802177801728249, "loss_rpn_cls": 0.007249739486724138, "loss_rpn_loc": 0.02637241780757904, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29125252950143476, "total_loss": 0.22330349637195468} +{"data_time": 0.0037515670010179747, "eta_seconds": 3518.317249913125, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06492693643981198, "fast_rcnn/fg_cls_accuracy": 0.9253383007879411, "iteration": 47939, "loss_box_reg": 0.12975507974624634, "loss_cls": 0.0826248936355114, "loss_rpn_cls": 0.004868655698373914, "loss_rpn_loc": 0.02308961283415556, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.290582893499959, "total_loss": 0.25049417396076024} +{"data_time": 0.003825756000878755, "eta_seconds": 3512.9945201366354, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05714285714285714, "fast_rcnn/fg_cls_accuracy": 0.9252167414050823, "iteration": 47959, "loss_box_reg": 0.12054003775119781, "loss_cls": 0.0797908641397953, "loss_rpn_cls": 0.008137847762554884, "loss_rpn_loc": 0.020826510153710842, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2946739870003512, "total_loss": 0.21625414676964283} +{"data_time": 0.0037875139987590956, "eta_seconds": 3506.8704890529625, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.05731654363873209, "fast_rcnn/fg_cls_accuracy": 0.9270833333333333, "iteration": 47979, "loss_box_reg": 0.10560864210128784, "loss_cls": 0.07087285816669464, "loss_rpn_cls": 0.0059942700900137424, "loss_rpn_loc": 0.024097378365695477, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29179088449927804, "total_loss": 0.22635353135410696} +{"data_time": 0.0038125610026327195, "eta_seconds": 3500.8545839809813, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06772461955388785, "fast_rcnn/fg_cls_accuracy": 0.9179119247897081, "iteration": 47999, "loss_box_reg": 0.10259523242712021, "loss_cls": 0.06571188941597939, "loss_rpn_cls": 0.007829545298591256, "loss_rpn_loc": 0.03134988807141781, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.28972191299908445, "total_loss": 0.22244482045061886} +{"data_time": 0.003759324999919045, "eta_seconds": 3494.9784953531707, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.061415308329377014, "fast_rcnn/fg_cls_accuracy": 0.9290744466800804, "iteration": 48019, "loss_box_reg": 0.12054555490612984, "loss_cls": 0.07641452550888062, "loss_rpn_cls": 0.0077415634877979755, "loss_rpn_loc": 0.032002151012420654, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29239050499927544, "total_loss": 0.27754715376067907} +{"data_time": 0.0037633749980159337, "eta_seconds": 3489.3653119029477, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05682856121679044, "fast_rcnn/fg_cls_accuracy": 0.9365032403493943, "iteration": 48039, "loss_box_reg": 0.11492609232664108, "loss_cls": 0.07169119641184807, "loss_rpn_cls": 0.00833087065257132, "loss_rpn_loc": 0.0314530897885561, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.2902622154997516, "total_loss": 0.23611582606099546} +{"data_time": 0.004083504498339607, "eta_seconds": 3483.2521583273046, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.05777853260869566, "fast_rcnn/fg_cls_accuracy": 0.9362270619076427, "iteration": 48059, "loss_box_reg": 0.11501075699925423, "loss_cls": 0.07419057562947273, "loss_rpn_cls": 0.01162469806149602, "loss_rpn_loc": 0.036577481776475906, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29161985399878176, "total_loss": 0.25679551903158426} +{"data_time": 0.003977529000621871, "eta_seconds": 3477.904401738342, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06874156545209176, "fast_rcnn/fg_cls_accuracy": 0.9260233918128655, "iteration": 48079, "loss_box_reg": 0.13016488403081894, "loss_cls": 0.06076559238135815, "loss_rpn_cls": 0.011699015740305185, "loss_rpn_loc": 0.03172581270337105, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2932923314983782, "total_loss": 0.2421324490569532} +{"data_time": 0.003671015501822694, "eta_seconds": 3472.0689916683114, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06560209255013402, "fast_rcnn/fg_cls_accuracy": 0.9235663492327526, "iteration": 48099, "loss_box_reg": 0.09951159730553627, "loss_cls": 0.06969569995999336, "loss_rpn_cls": 0.010726636741310358, "loss_rpn_loc": 0.025711026042699814, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29254008649877505, "total_loss": 0.21795622701756656} +{"data_time": 0.0038523635012097657, "eta_seconds": 3466.163644026965, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05250754147812971, "fast_rcnn/fg_cls_accuracy": 0.9320939077972326, "iteration": 48119, "loss_box_reg": 0.11116930469870567, "loss_cls": 0.07128950953483582, "loss_rpn_cls": 0.0071259755641222, "loss_rpn_loc": 0.03401998616755009, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29090864099998726, "total_loss": 0.208475555293262} +{"data_time": 0.003806501001236029, "eta_seconds": 3460.4530892518596, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.03625059907343309, "fast_rcnn/fg_cls_accuracy": 0.9584709655799704, "iteration": 48139, "loss_box_reg": 0.09057307615876198, "loss_cls": 0.04092690348625183, "loss_rpn_cls": 0.004670440685003996, "loss_rpn_loc": 0.02044633775949478, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29211224649952783, "total_loss": 0.1853424933506176} +{"data_time": 0.0036154474983050022, "eta_seconds": 3454.562761458219, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.055086071987480445, "fast_rcnn/fg_cls_accuracy": 0.9311913145539906, "iteration": 48159, "loss_box_reg": 0.10535235330462456, "loss_cls": 0.061740608885884285, "loss_rpn_cls": 0.009223129600286484, "loss_rpn_loc": 0.03054380603134632, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2901235395002004, "total_loss": 0.2199636970181018} +{"data_time": 0.0038118469983601244, "eta_seconds": 3448.2445989471307, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.0435801434780332, "fast_rcnn/fg_cls_accuracy": 0.946394217556203, "iteration": 48179, "loss_box_reg": 0.10214255377650261, "loss_cls": 0.05162929370999336, "loss_rpn_cls": 0.007398288929834962, "loss_rpn_loc": 0.026708271354436874, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29092103149923787, "total_loss": 0.202250680886209} +{"data_time": 0.0038156420014274772, "eta_seconds": 3441.518002398152, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06614238841726994, "fast_rcnn/fg_cls_accuracy": 0.9338576115827301, "iteration": 48199, "loss_box_reg": 0.11090177297592163, "loss_cls": 0.0653877928853035, "loss_rpn_cls": 0.011377763468772173, "loss_rpn_loc": 0.03360559605062008, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2908719495007972, "total_loss": 0.2298624785616994} +{"data_time": 0.0037717194991273573, "eta_seconds": 3435.39745957205, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.05444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9434218950064021, "iteration": 48219, "loss_box_reg": 0.08408503606915474, "loss_cls": 0.04828828200697899, "loss_rpn_cls": 0.006377876969054341, "loss_rpn_loc": 0.0224194023758173, "lr": 0.00025, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28987933799908205, "total_loss": 0.1688907991629094} +{"data_time": 0.0037852905006729998, "eta_seconds": 3429.9986103702395, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05333459643804471, "fast_rcnn/fg_cls_accuracy": 0.9329274378680508, "iteration": 48239, "loss_box_reg": 0.10544146969914436, "loss_cls": 0.061837781220674515, "loss_rpn_cls": 0.00597557844594121, "loss_rpn_loc": 0.034220222383737564, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.2952531375012768, "total_loss": 0.2144249874399975} +{"data_time": 0.004225455501000397, "eta_seconds": 3425.1046261489682, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.058377783422233515, "fast_rcnn/fg_cls_accuracy": 0.9209375, "iteration": 48259, "loss_box_reg": 0.10828977450728416, "loss_cls": 0.05278570391237736, "loss_rpn_cls": 0.003732383484020829, "loss_rpn_loc": 0.03807532228529453, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2941300755010161, "total_loss": 0.1813671833369881} +{"data_time": 0.0039513984993391205, "eta_seconds": 3419.5503010380344, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05846536191363778, "fast_rcnn/fg_cls_accuracy": 0.9415346380863623, "iteration": 48279, "loss_box_reg": 0.11817963793873787, "loss_cls": 0.06158876605331898, "loss_rpn_cls": 0.005774334538727999, "loss_rpn_loc": 0.03433488309383392, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2962244020000071, "total_loss": 0.2080542566254735} +{"data_time": 0.0038135669983603293, "eta_seconds": 3413.7690678116996, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.08573178199632578, "fast_rcnn/fg_cls_accuracy": 0.9095275013998363, "iteration": 48299, "loss_box_reg": 0.13933591544628143, "loss_cls": 0.07209452986717224, "loss_rpn_cls": 0.006996985524892807, "loss_rpn_loc": 0.03321311995387077, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29152917500141484, "total_loss": 0.2769491827348247} +{"data_time": 0.0038131219989736564, "eta_seconds": 3407.879480897973, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06278077268643306, "fast_rcnn/fg_cls_accuracy": 0.9255690546013127, "iteration": 48319, "loss_box_reg": 0.11594526469707489, "loss_cls": 0.06621190160512924, "loss_rpn_cls": 0.006537039764225483, "loss_rpn_loc": 0.043771473690867424, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 190.5, "rpn/num_pos_anchors": 65.5, "time": 0.2913617570011411, "total_loss": 0.24854049016721547} +{"data_time": 0.0037101769994478673, "eta_seconds": 3402.48506950702, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05656452922077922, "fast_rcnn/fg_cls_accuracy": 0.9402683423913043, "iteration": 48339, "loss_box_reg": 0.10590502619743347, "loss_cls": 0.061000170186161995, "loss_rpn_cls": 0.009038135409355164, "loss_rpn_loc": 0.047987014055252075, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.2918607899991912, "total_loss": 0.2272452670149505} +{"data_time": 0.003816127000391134, "eta_seconds": 3396.723690004801, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0684975194897236, "fast_rcnn/fg_cls_accuracy": 0.9216200285412919, "iteration": 48359, "loss_box_reg": 0.12083335965871811, "loss_cls": 0.07672641798853874, "loss_rpn_cls": 0.006469026207923889, "loss_rpn_loc": 0.022952989675104618, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2913597664974077, "total_loss": 0.2329367680940777} +{"data_time": 0.0036987264993513236, "eta_seconds": 3391.0067382129637, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05794011976047904, "fast_rcnn/fg_cls_accuracy": 0.9304211724530449, "iteration": 48379, "loss_box_reg": 0.09675810486078262, "loss_cls": 0.05561492778360844, "loss_rpn_cls": 0.00581590598449111, "loss_rpn_loc": 0.03150807321071625, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2908704149995174, "total_loss": 0.2129758563823998} +{"data_time": 0.0037156969992793165, "eta_seconds": 3385.344411791448, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06785897831226231, "fast_rcnn/fg_cls_accuracy": 0.9189797756488987, "iteration": 48399, "loss_box_reg": 0.13533326983451843, "loss_cls": 0.08423293381929398, "loss_rpn_cls": 0.007059733849018812, "loss_rpn_loc": 0.02880214899778366, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.290492706499208, "total_loss": 0.2712206516880542} +{"data_time": 0.0036862659981125034, "eta_seconds": 3379.5076110814625, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06534484596524891, "fast_rcnn/fg_cls_accuracy": 0.9243931800314465, "iteration": 48419, "loss_box_reg": 0.10479702800512314, "loss_cls": 0.06203334964811802, "loss_rpn_cls": 0.009891666006296873, "loss_rpn_loc": 0.042303452268242836, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2918583849987044, "total_loss": 0.24219863954931498} +{"data_time": 0.0036886259986204095, "eta_seconds": 3372.9415824567695, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05218370339338081, "fast_rcnn/fg_cls_accuracy": 0.9413431810374442, "iteration": 48439, "loss_box_reg": 0.1157258152961731, "loss_cls": 0.07081996649503708, "loss_rpn_cls": 0.0047511502634733915, "loss_rpn_loc": 0.04011019878089428, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29003071549959714, "total_loss": 0.254718360491097} +{"data_time": 0.003743798501091078, "eta_seconds": 3366.7291758261126, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03698216422588182, "fast_rcnn/fg_cls_accuracy": 0.9555331197050174, "iteration": 48459, "loss_box_reg": 0.10316187888383865, "loss_cls": 0.043817440047860146, "loss_rpn_cls": 0.005190366180613637, "loss_rpn_loc": 0.021882415749132633, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29048246149977786, "total_loss": 0.18680443009361625} +{"data_time": 0.0037312530002964195, "eta_seconds": 3360.566344340332, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04358101720552089, "fast_rcnn/fg_cls_accuracy": 0.951748855888671, "iteration": 48479, "loss_box_reg": 0.11451952159404755, "loss_cls": 0.05099261552095413, "loss_rpn_cls": 0.0069420551881194115, "loss_rpn_loc": 0.03142370283603668, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28876541599856864, "total_loss": 0.2315605899784714} +{"data_time": 0.00383128799876431, "eta_seconds": 3355.159212513172, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07406956136464334, "fast_rcnn/fg_cls_accuracy": 0.9139433551198257, "iteration": 48499, "loss_box_reg": 0.12179191038012505, "loss_cls": 0.06833942979574203, "loss_rpn_cls": 0.012526961974799633, "loss_rpn_loc": 0.02931934967637062, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2928757769986987, "total_loss": 0.26991651649586856} +{"data_time": 0.0037167925020185066, "eta_seconds": 3349.695777805391, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.048338809784592915, "fast_rcnn/fg_cls_accuracy": 0.9424242424242424, "iteration": 48519, "loss_box_reg": 0.11823142692446709, "loss_cls": 0.05909402668476105, "loss_rpn_cls": 0.007450496312230825, "loss_rpn_loc": 0.03014171216636896, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2924341465004545, "total_loss": 0.23678782302886248} +{"data_time": 0.0037275479990057647, "eta_seconds": 3343.810735591651, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0591801844783715, "fast_rcnn/fg_cls_accuracy": 0.9188999868143459, "iteration": 48539, "loss_box_reg": 0.10112393647432327, "loss_cls": 0.06299217417836189, "loss_rpn_cls": 0.007040627766400576, "loss_rpn_loc": 0.03542826138436794, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2910967045027064, "total_loss": 0.21160326758399606} +{"data_time": 0.0037773300009575905, "eta_seconds": 3337.9364589994657, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06596425840978593, "fast_rcnn/fg_cls_accuracy": 0.9248058403230817, "iteration": 48559, "loss_box_reg": 0.11647961661219597, "loss_cls": 0.07161039859056473, "loss_rpn_cls": 0.008753304369747639, "loss_rpn_loc": 0.029236555099487305, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.290094637999573, "total_loss": 0.2199399566743523} +{"data_time": 0.0036772905023099156, "eta_seconds": 3332.0246886757377, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06346826586706647, "fast_rcnn/fg_cls_accuracy": 0.9347480106100796, "iteration": 48579, "loss_box_reg": 0.12022840976715088, "loss_cls": 0.07054582983255386, "loss_rpn_cls": 0.008137062657624483, "loss_rpn_loc": 0.05672674998641014, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.2912351960003434, "total_loss": 0.26690763607621193} +{"data_time": 0.0038129365002532722, "eta_seconds": 3326.0437650125823, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06765811407092662, "fast_rcnn/fg_cls_accuracy": 0.9287406905890319, "iteration": 48599, "loss_box_reg": 0.10471464693546295, "loss_cls": 0.06199600547552109, "loss_rpn_cls": 0.007178589468821883, "loss_rpn_loc": 0.04070924408733845, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2916107335004199, "total_loss": 0.23440890829078853} +{"data_time": 0.003821392499958165, "eta_seconds": 3320.20860051256, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.050489795918367344, "fast_rcnn/fg_cls_accuracy": 0.9389781444492691, "iteration": 48619, "loss_box_reg": 0.11167627945542336, "loss_cls": 0.059872059151530266, "loss_rpn_cls": 0.006188531406223774, "loss_rpn_loc": 0.026492327451705933, "lr": 0.00025, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29185524949934916, "total_loss": 0.2249242679681629} +{"data_time": 0.0037161575000936864, "eta_seconds": 3314.3137960130116, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06922587823875377, "fast_rcnn/fg_cls_accuracy": 0.9203658536585366, "iteration": 48639, "loss_box_reg": 0.12669844180345535, "loss_cls": 0.07516297698020935, "loss_rpn_cls": 0.007358964532613754, "loss_rpn_loc": 0.03770655766129494, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2913183555010619, "total_loss": 0.24231761787086725} +{"data_time": 0.0037130569999135332, "eta_seconds": 3308.538271512516, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06716036118998286, "fast_rcnn/fg_cls_accuracy": 0.929811902866242, "iteration": 48659, "loss_box_reg": 0.11272940412163734, "loss_cls": 0.056682875379920006, "loss_rpn_cls": 0.004753905581310391, "loss_rpn_loc": 0.04178532958030701, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29168867699991097, "total_loss": 0.23072603714535944} +{"data_time": 0.003564325999832363, "eta_seconds": 3301.833029159461, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.049944196428571425, "fast_rcnn/fg_cls_accuracy": 0.9439174107142857, "iteration": 48679, "loss_box_reg": 0.10741220414638519, "loss_cls": 0.061302945017814636, "loss_rpn_cls": 0.0040402947925031185, "loss_rpn_loc": 0.035343592055141926, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2909386874980555, "total_loss": 0.19624445866793394} +{"data_time": 0.0036682800000562565, "eta_seconds": 3295.258698196267, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.06990037270642202, "fast_rcnn/fg_cls_accuracy": 0.9173595183486238, "iteration": 48699, "loss_box_reg": 0.12043213099241257, "loss_cls": 0.07164051756262779, "loss_rpn_cls": 0.005891184089705348, "loss_rpn_loc": 0.0432554055005312, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2898701424983301, "total_loss": 0.24111151928082108} +{"data_time": 0.0038062269995862152, "eta_seconds": 3288.9931058684306, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04864643895348837, "fast_rcnn/fg_cls_accuracy": 0.94395730080061, "iteration": 48719, "loss_box_reg": 0.12367864698171616, "loss_cls": 0.060453493148088455, "loss_rpn_cls": 0.005288081942126155, "loss_rpn_loc": 0.0353147191926837, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.291576907498893, "total_loss": 0.20529378671199083} +{"data_time": 0.003848328500680509, "eta_seconds": 3283.26334256446, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04466899857494494, "fast_rcnn/fg_cls_accuracy": 0.9418010752688172, "iteration": 48739, "loss_box_reg": 0.10755958035588264, "loss_cls": 0.05447095260024071, "loss_rpn_cls": 0.006248071789741516, "loss_rpn_loc": 0.026485269889235497, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29319181199934974, "total_loss": 0.20386204030364752} +{"data_time": 0.00386312950104184, "eta_seconds": 3277.0542925097834, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.09037642045454546, "fast_rcnn/fg_cls_accuracy": 0.9096235795454546, "iteration": 48759, "loss_box_reg": 0.12137431278824806, "loss_cls": 0.0722942017018795, "loss_rpn_cls": 0.010894631501287222, "loss_rpn_loc": 0.03730947524309158, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29162021900083346, "total_loss": 0.25512341409921646} +{"data_time": 0.00379607600007148, "eta_seconds": 3271.2232350498016, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05653153153153153, "fast_rcnn/fg_cls_accuracy": 0.9389230139230139, "iteration": 48779, "loss_box_reg": 0.09936612099409103, "loss_cls": 0.05531538650393486, "loss_rpn_cls": 0.008409381378442049, "loss_rpn_loc": 0.021075410768389702, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2914614015007828, "total_loss": 0.21469961269758642} +{"data_time": 0.003789854998103692, "eta_seconds": 3264.141837603529, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0643928351634114, "fast_rcnn/fg_cls_accuracy": 0.9319439432214603, "iteration": 48799, "loss_box_reg": 0.12772803381085396, "loss_cls": 0.06969081610441208, "loss_rpn_cls": 0.006489366991445422, "loss_rpn_loc": 0.020534193143248558, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.28899951750099717, "total_loss": 0.24796516681089997} +{"data_time": 0.003734882999196998, "eta_seconds": 3257.1783770543334, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07231764133231347, "fast_rcnn/fg_cls_accuracy": 0.9234376263238742, "iteration": 48819, "loss_box_reg": 0.09713733196258545, "loss_cls": 0.0687938779592514, "loss_rpn_cls": 0.006928974064067006, "loss_rpn_loc": 0.029221022501587868, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2904049879998638, "total_loss": 0.20866877026855946} +{"data_time": 0.0036720199987030355, "eta_seconds": 3250.88244360486, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05260330324798919, "fast_rcnn/fg_cls_accuracy": 0.9412041687594175, "iteration": 48839, "loss_box_reg": 0.11392902582883835, "loss_cls": 0.0677836574614048, "loss_rpn_cls": 0.00574279623106122, "loss_rpn_loc": 0.026485227048397064, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2896824439994816, "total_loss": 0.22605593083426356} +{"data_time": 0.0037160770007176325, "eta_seconds": 3245.3233146796993, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05572806398494472, "fast_rcnn/fg_cls_accuracy": 0.9416101863142671, "iteration": 48859, "loss_box_reg": 0.11531369015574455, "loss_cls": 0.06657662242650986, "loss_rpn_cls": 0.008240445051342249, "loss_rpn_loc": 0.029897172935307026, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.29196288000093773, "total_loss": 0.2413137718103826} +{"data_time": 0.0037719550000474555, "eta_seconds": 3239.7524801944382, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05633520449077787, "fast_rcnn/fg_cls_accuracy": 0.9413723016540511, "iteration": 48879, "loss_box_reg": 0.11560795083642006, "loss_cls": 0.06284981966018677, "loss_rpn_cls": 0.0040494215209037066, "loss_rpn_loc": 0.028258904814720154, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29260607449941745, "total_loss": 0.24241850338876247} +{"data_time": 0.0037599090010189684, "eta_seconds": 3234.3159742449643, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.04330340441451552, "fast_rcnn/fg_cls_accuracy": 0.9384469696969697, "iteration": 48899, "loss_box_reg": 0.08650663495063782, "loss_cls": 0.07367062196135521, "loss_rpn_cls": 0.004300331464037299, "loss_rpn_loc": 0.022685430943965912, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29348091049905634, "total_loss": 0.23222499154508114} +{"data_time": 0.003978759999881731, "eta_seconds": 3228.740957564223, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07327788191190253, "fast_rcnn/fg_cls_accuracy": 0.905853017070266, "iteration": 48919, "loss_box_reg": 0.11167924851179123, "loss_cls": 0.06636166758835316, "loss_rpn_cls": 0.004958986537531018, "loss_rpn_loc": 0.025245939381420612, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.29206305449952197, "total_loss": 0.2402506039943546} +{"data_time": 0.0042496269998082425, "eta_seconds": 3223.5804647860277, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05610481194690266, "fast_rcnn/fg_cls_accuracy": 0.9366736074960957, "iteration": 48939, "loss_box_reg": 0.11253618448972702, "loss_cls": 0.05456516891717911, "loss_rpn_cls": 0.007129628909751773, "loss_rpn_loc": 0.04686145298182964, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.2922256969995942, "total_loss": 0.21164615987800062} +{"data_time": 0.004282218002117588, "eta_seconds": 3217.440418334445, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06157550739594083, "fast_rcnn/fg_cls_accuracy": 0.9317091557017544, "iteration": 48959, "loss_box_reg": 0.1293066442012787, "loss_cls": 0.07190987840294838, "loss_rpn_cls": 0.006983041297644377, "loss_rpn_loc": 0.02838326431810856, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29432791500039457, "total_loss": 0.25372635666280985} +{"data_time": 0.004107180000573862, "eta_seconds": 3211.434674582488, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05369897959183673, "fast_rcnn/fg_cls_accuracy": 0.9454997383568813, "iteration": 48979, "loss_box_reg": 0.08426043391227722, "loss_cls": 0.04975999519228935, "loss_rpn_cls": 0.0036935186944901943, "loss_rpn_loc": 0.02418685145676136, "lr": 0.00025, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.29095218799920985, "total_loss": 0.15691907389555126} +{"data_time": 0.003971193998950184, "eta_seconds": 3206.0926864960493, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.06783536585365854, "fast_rcnn/fg_cls_accuracy": 0.922332048919417, "iteration": 48999, "loss_box_reg": 0.11905821040272713, "loss_cls": 0.07479113712906837, "loss_rpn_cls": 0.007792639546096325, "loss_rpn_loc": 0.030068224295973778, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2915346549998503, "total_loss": 0.23107972601428628} +{"data_time": 0.003842643500320264, "eta_seconds": 3200.1850792882396, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05042972699696663, "fast_rcnn/fg_cls_accuracy": 0.9480326985267697, "iteration": 49019, "loss_box_reg": 0.10641997307538986, "loss_cls": 0.053490808233618736, "loss_rpn_cls": 0.009687334764748812, "loss_rpn_loc": 0.03496710956096649, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2940169400008017, "total_loss": 0.2349177934229374} +{"data_time": 0.00387596450127603, "eta_seconds": 3195.1349883983494, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05520743673609916, "fast_rcnn/fg_cls_accuracy": 0.9328736900165471, "iteration": 49039, "loss_box_reg": 0.12589389085769653, "loss_cls": 0.06526558473706245, "loss_rpn_cls": 0.007347998907789588, "loss_rpn_loc": 0.028819745406508446, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2932789455007878, "total_loss": 0.23925839504227042} +{"data_time": 0.0037484580007003387, "eta_seconds": 3188.731494955573, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07462648899656774, "fast_rcnn/fg_cls_accuracy": 0.918560606060606, "iteration": 49059, "loss_box_reg": 0.11123368516564369, "loss_cls": 0.06407400965690613, "loss_rpn_cls": 0.008821990340948105, "loss_rpn_loc": 0.028912730515003204, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29013641550045577, "total_loss": 0.2187762870453298} +{"data_time": 0.0038826345007692, "eta_seconds": 3183.179606897029, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06427803413825545, "fast_rcnn/fg_cls_accuracy": 0.9264740635708377, "iteration": 49079, "loss_box_reg": 0.11038099974393845, "loss_cls": 0.06736264005303383, "loss_rpn_cls": 0.005071326624602079, "loss_rpn_loc": 0.021733926609158516, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.292756801500218, "total_loss": 0.22703340253792703} +{"data_time": 0.0037684650014853105, "eta_seconds": 3177.0725132555526, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06916985544217688, "fast_rcnn/fg_cls_accuracy": 0.9308301445578231, "iteration": 49099, "loss_box_reg": 0.10141035169363022, "loss_cls": 0.06248278357088566, "loss_rpn_cls": 0.004648987203836441, "loss_rpn_loc": 0.03488560952246189, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2915566759984358, "total_loss": 0.21822573512326926} +{"data_time": 0.003768905500692199, "eta_seconds": 3171.2430224055424, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04897758134085947, "fast_rcnn/fg_cls_accuracy": 0.9487450751495695, "iteration": 49119, "loss_box_reg": 0.09570635482668877, "loss_cls": 0.03973004035651684, "loss_rpn_cls": 0.0068287604954093695, "loss_rpn_loc": 0.025547903962433338, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2914122145011788, "total_loss": 0.18898474844172597} +{"data_time": 0.0037828055010322714, "eta_seconds": 3165.2103789681496, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.059206495098039214, "fast_rcnn/fg_cls_accuracy": 0.9329810049019608, "iteration": 49139, "loss_box_reg": 0.12521886825561523, "loss_cls": 0.07407988607883453, "loss_rpn_cls": 0.0059359571896493435, "loss_rpn_loc": 0.02980524580925703, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2919949160004762, "total_loss": 0.24576108939072583} +{"data_time": 0.0037308324990590336, "eta_seconds": 3159.3786064318556, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06902426861702127, "fast_rcnn/fg_cls_accuracy": 0.91796875, "iteration": 49159, "loss_box_reg": 0.12226621061563492, "loss_cls": 0.09410417079925537, "loss_rpn_cls": 0.008992224000394344, "loss_rpn_loc": 0.05648793280124664, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 194.25, "rpn/num_pos_anchors": 61.75, "time": 0.2895849794986134, "total_loss": 0.3060780465602875} +{"data_time": 0.0036934809995727846, "eta_seconds": 3153.480463013693, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.0730068108974359, "fast_rcnn/fg_cls_accuracy": 0.9217808734939759, "iteration": 49179, "loss_box_reg": 0.12262842431664467, "loss_cls": 0.08141892403364182, "loss_rpn_cls": 0.01212052209302783, "loss_rpn_loc": 0.03258787654340267, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2891361894999136, "total_loss": 0.2802727925591171} +{"data_time": 0.0037917004992777947, "eta_seconds": 3147.8483736085764, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06596165550821667, "fast_rcnn/fg_cls_accuracy": 0.9151748015537915, "iteration": 49199, "loss_box_reg": 0.12220251560211182, "loss_cls": 0.0695270448923111, "loss_rpn_cls": 0.007009850814938545, "loss_rpn_loc": 0.022197097539901733, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.2909651935005968, "total_loss": 0.2353226193226874} +{"data_time": 0.003619383000113885, "eta_seconds": 3142.8044393796154, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07252604166666667, "fast_rcnn/fg_cls_accuracy": 0.9202272727272727, "iteration": 49219, "loss_box_reg": 0.1043248176574707, "loss_cls": 0.07338189333677292, "loss_rpn_cls": 0.005129361292347312, "loss_rpn_loc": 0.03542044945061207, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29139162300089083, "total_loss": 0.23583253263495862} +{"data_time": 0.0037848400006623706, "eta_seconds": 3136.9736333696346, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.060109289617486336, "fast_rcnn/fg_cls_accuracy": 0.9344262295081968, "iteration": 49239, "loss_box_reg": 0.10397782176733017, "loss_cls": 0.05978691764175892, "loss_rpn_cls": 0.0033816489158198237, "loss_rpn_loc": 0.03246399015188217, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2926393260004261, "total_loss": 0.20373027049936354} +{"data_time": 0.003837898000710993, "eta_seconds": 3130.2330473319307, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05521821631878558, "fast_rcnn/fg_cls_accuracy": 0.938899430740038, "iteration": 49259, "loss_box_reg": 0.09920153766870499, "loss_cls": 0.06097014807164669, "loss_rpn_cls": 0.007580140372738242, "loss_rpn_loc": 0.027899691835045815, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.292955125498338, "total_loss": 0.20901506510563195} +{"data_time": 0.0039025610003591282, "eta_seconds": 3123.388226243842, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.07737973736136626, "fast_rcnn/fg_cls_accuracy": 0.9197395376060872, "iteration": 49279, "loss_box_reg": 0.10312787815928459, "loss_cls": 0.0649036094546318, "loss_rpn_cls": 0.008056019432842731, "loss_rpn_loc": 0.036333633586764336, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29077139450055256, "total_loss": 0.23472021520137787} +{"data_time": 0.003822577002210892, "eta_seconds": 3117.5610094038348, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06595191682910981, "fast_rcnn/fg_cls_accuracy": 0.9253517082974447, "iteration": 49299, "loss_box_reg": 0.12947019934654236, "loss_cls": 0.06554441154003143, "loss_rpn_cls": 0.009074169211089611, "loss_rpn_loc": 0.024184838868677616, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29117013349969056, "total_loss": 0.23140000877901912} +{"data_time": 0.0038057114998082398, "eta_seconds": 3112.0357855591283, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.07283163265306122, "fast_rcnn/fg_cls_accuracy": 0.9209183673469388, "iteration": 49319, "loss_box_reg": 0.1383633390069008, "loss_cls": 0.08498704433441162, "loss_rpn_cls": 0.006551185389980674, "loss_rpn_loc": 0.03479885868728161, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2947228280008858, "total_loss": 0.265156710986048} +{"data_time": 0.003742148497622111, "eta_seconds": 3105.783346127864, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.04892959611564776, "fast_rcnn/fg_cls_accuracy": 0.9437411373024518, "iteration": 49339, "loss_box_reg": 0.09230232238769531, "loss_cls": 0.05773591250181198, "loss_rpn_cls": 0.006293158512562513, "loss_rpn_loc": 0.03678383678197861, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2907700350006053, "total_loss": 0.22443326469510794} +{"data_time": 0.003863214500597678, "eta_seconds": 3100.1376713895297, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05797342653463149, "fast_rcnn/fg_cls_accuracy": 0.9263839103134699, "iteration": 49359, "loss_box_reg": 0.11816968023777008, "loss_cls": 0.06445089355111122, "loss_rpn_cls": 0.012322687543928623, "loss_rpn_loc": 0.036760393530130386, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29262172500057204, "total_loss": 0.2710745492950082} +{"data_time": 0.0038172969998413464, "eta_seconds": 3093.9138791197183, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05643148075154382, "fast_rcnn/fg_cls_accuracy": 0.9300014223739421, "iteration": 49379, "loss_box_reg": 0.10282383114099503, "loss_cls": 0.06898079067468643, "loss_rpn_cls": 0.005776998586952686, "loss_rpn_loc": 0.023899858817458153, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.28999551349988906, "total_loss": 0.21255515702068806} +{"data_time": 0.003652279501693556, "eta_seconds": 3088.404308185636, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.08710260115606935, "fast_rcnn/fg_cls_accuracy": 0.9128973988439306, "iteration": 49399, "loss_box_reg": 0.11673197522759438, "loss_cls": 0.0685698464512825, "loss_rpn_cls": 0.007378586567938328, "loss_rpn_loc": 0.04395735263824463, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2923996450008417, "total_loss": 0.22313121845945716} +{"data_time": 0.0037828310014447197, "eta_seconds": 3082.2649038815143, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04861735611510791, "fast_rcnn/fg_cls_accuracy": 0.9458323965827338, "iteration": 49419, "loss_box_reg": 0.09801551327109337, "loss_cls": 0.05577985569834709, "loss_rpn_cls": 0.006780760828405619, "loss_rpn_loc": 0.0355847142636776, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2909796889998688, "total_loss": 0.21779511938802898} +{"data_time": 0.0038119069995445898, "eta_seconds": 3076.797208300559, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06747323694956406, "fast_rcnn/fg_cls_accuracy": 0.9277839558248332, "iteration": 49439, "loss_box_reg": 0.11748944222927094, "loss_cls": 0.07561642676591873, "loss_rpn_cls": 0.005398909328505397, "loss_rpn_loc": 0.023517402820289135, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29146745199795987, "total_loss": 0.23818911681883037} +{"data_time": 0.003742933500689105, "eta_seconds": 3071.001039139628, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05151138716356107, "fast_rcnn/fg_cls_accuracy": 0.9440540540540541, "iteration": 49459, "loss_box_reg": 0.10448833182454109, "loss_cls": 0.05931314826011658, "loss_rpn_cls": 0.00843754131346941, "loss_rpn_loc": 0.02943561039865017, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.28941889199995785, "total_loss": 0.21788885968271643} +{"data_time": 0.0038509485002578003, "eta_seconds": 3066.128755130121, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05241765202702703, "fast_rcnn/fg_cls_accuracy": 0.9397289851835307, "iteration": 49479, "loss_box_reg": 0.09500361979007721, "loss_cls": 0.04989917390048504, "loss_rpn_cls": 0.005326065234839916, "loss_rpn_loc": 0.03534603305160999, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29280677899987495, "total_loss": 0.20414375074324198} +{"data_time": 0.003700726500028395, "eta_seconds": 3060.111920261079, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0625, "fast_rcnn/fg_cls_accuracy": 0.9254044566544566, "iteration": 49499, "loss_box_reg": 0.13317222893238068, "loss_cls": 0.06776866316795349, "loss_rpn_cls": 0.007481381297111511, "loss_rpn_loc": 0.03574315644800663, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2910048060002737, "total_loss": 0.26382767129689455} +{"data_time": 0.0037946160009596497, "eta_seconds": 3052.993561164476, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05686344450389394, "fast_rcnn/fg_cls_accuracy": 0.9365565770060151, "iteration": 49519, "loss_box_reg": 0.0965803973376751, "loss_cls": 0.05911836586892605, "loss_rpn_cls": 0.00968072796240449, "loss_rpn_loc": 0.027898513711988926, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.288411889998315, "total_loss": 0.22415277699474245} +{"data_time": 0.0038340920000337064, "eta_seconds": 3047.10421085696, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05965320910973085, "fast_rcnn/fg_cls_accuracy": 0.9348145780051151, "iteration": 49539, "loss_box_reg": 0.10501371696591377, "loss_cls": 0.05925074964761734, "loss_rpn_cls": 0.006034281104803085, "loss_rpn_loc": 0.030745014548301697, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2899137245003658, "total_loss": 0.218439074116759} +{"data_time": 0.0038201474999368656, "eta_seconds": 3041.71291726474, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0706914645522388, "fast_rcnn/fg_cls_accuracy": 0.921875, "iteration": 49559, "loss_box_reg": 0.11874547600746155, "loss_cls": 0.06456287205219269, "loss_rpn_cls": 0.009416091721504927, "loss_rpn_loc": 0.039152964018285275, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.29157017200122937, "total_loss": 0.2668919756542891} +{"data_time": 0.0038727094997739187, "eta_seconds": 3036.037080439746, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.8894118788819876, "iteration": 49579, "loss_box_reg": 0.15237365663051605, "loss_cls": 0.09863277152180672, "loss_rpn_cls": 0.006111416965723038, "loss_rpn_loc": 0.033473800867795944, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.29307876149869116, "total_loss": 0.28558876021998003} +{"data_time": 0.0036954360020899912, "eta_seconds": 3030.9679972109734, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0612308653545767, "fast_rcnn/fg_cls_accuracy": 0.9387691346454233, "iteration": 49599, "loss_box_reg": 0.11985160782933235, "loss_cls": 0.07029969990253448, "loss_rpn_cls": 0.00855694804340601, "loss_rpn_loc": 0.023263645358383656, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29252549150078266, "total_loss": 0.23564013373106718} +{"data_time": 0.0037786754983244464, "eta_seconds": 3024.88873281236, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04791965566714491, "fast_rcnn/fg_cls_accuracy": 0.9411939875212705, "iteration": 49619, "loss_box_reg": 0.10901521146297455, "loss_cls": 0.05837823264300823, "loss_rpn_cls": 0.006342529086396098, "loss_rpn_loc": 0.03883682191371918, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.29051405750215054, "total_loss": 0.20922229625284672} +{"data_time": 0.003759563998755766, "eta_seconds": 3018.5551010898052, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.058444303529909106, "fast_rcnn/fg_cls_accuracy": 0.9310293806806171, "iteration": 49639, "loss_box_reg": 0.1214757077395916, "loss_cls": 0.0669328048825264, "loss_rpn_cls": 0.0063841326627880335, "loss_rpn_loc": 0.030101165175437927, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.288644871001452, "total_loss": 0.24930679594399408} +{"data_time": 0.0038814149993413594, "eta_seconds": 3012.5777360648863, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.03614982578397212, "fast_rcnn/fg_cls_accuracy": 0.9531390358319194, "iteration": 49659, "loss_box_reg": 0.10389836877584457, "loss_cls": 0.0502046812325716, "loss_rpn_cls": 0.00512318592518568, "loss_rpn_loc": 0.024014250375330448, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2900136090011074, "total_loss": 0.17515421693678945} +{"data_time": 0.003954037998482818, "eta_seconds": 3007.3025824713113, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05855669326908598, "fast_rcnn/fg_cls_accuracy": 0.9212549603174602, "iteration": 49679, "loss_box_reg": 0.1020890474319458, "loss_cls": 0.06908312439918518, "loss_rpn_cls": 0.008133176248520613, "loss_rpn_loc": 0.022158628329634666, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2924632380018011, "total_loss": 0.21667413506656885} +{"data_time": 0.00385626349998347, "eta_seconds": 3001.59437384973, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0630188679245283, "fast_rcnn/fg_cls_accuracy": 0.9336918613170775, "iteration": 49699, "loss_box_reg": 0.10010836645960808, "loss_cls": 0.06249895505607128, "loss_rpn_cls": 0.008088123984634876, "loss_rpn_loc": 0.02388390153646469, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.29119843400076206, "total_loss": 0.23104781564325094} +{"data_time": 0.004045367499202257, "eta_seconds": 2995.8660596584377, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05073683541891634, "fast_rcnn/fg_cls_accuracy": 0.939042514862187, "iteration": 49719, "loss_box_reg": 0.10361878201365471, "loss_cls": 0.05986698903143406, "loss_rpn_cls": 0.0041541242972016335, "loss_rpn_loc": 0.02289824839681387, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29289495299781265, "total_loss": 0.20760977850295603} +{"data_time": 0.0038967460004641907, "eta_seconds": 2990.1665049408257, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07037281592848435, "fast_rcnn/fg_cls_accuracy": 0.9207975083347957, "iteration": 49739, "loss_box_reg": 0.12683240324258804, "loss_cls": 0.06595114804804325, "loss_rpn_cls": 0.0068573011085391045, "loss_rpn_loc": 0.027410084381699562, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2929900329982047, "total_loss": 0.23063463484868407} +{"data_time": 0.003706776500621345, "eta_seconds": 2984.7893811389804, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.04880588135305117, "fast_rcnn/fg_cls_accuracy": 0.9444900893499024, "iteration": 49759, "loss_box_reg": 0.11657232418656349, "loss_cls": 0.07448668032884598, "loss_rpn_cls": 0.00691533531062305, "loss_rpn_loc": 0.03168370947241783, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29617676549969474, "total_loss": 0.2351593947969377} +{"data_time": 0.0037897849979344755, "eta_seconds": 2979.7696800107224, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.030456931151589997, "fast_rcnn/fg_cls_accuracy": 0.9551208988032239, "iteration": 49779, "loss_box_reg": 0.09546172246336937, "loss_cls": 0.04349334165453911, "loss_rpn_cls": 0.00368498545140028, "loss_rpn_loc": 0.035317832604050636, "lr": 0.00025, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.2942838019989722, "total_loss": 0.1929025599383749} +{"data_time": 0.003780090000873315, "eta_seconds": 2975.1160743209766, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05948170156574231, "fast_rcnn/fg_cls_accuracy": 0.9372075843388328, "iteration": 49799, "loss_box_reg": 0.10151218622922897, "loss_cls": 0.051847586408257484, "loss_rpn_cls": 0.0071473082061856985, "loss_rpn_loc": 0.021487191319465637, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29413880100219103, "total_loss": 0.20513715571723878} +{"data_time": 0.004080459000761039, "eta_seconds": 2970.697299218591, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05466990427927928, "fast_rcnn/fg_cls_accuracy": 0.9375175957207207, "iteration": 49819, "loss_box_reg": 0.11508159711956978, "loss_cls": 0.062307968735694885, "loss_rpn_cls": 0.006205313839018345, "loss_rpn_loc": 0.026013719849288464, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2960864960004983, "total_loss": 0.21526249102316797} +{"data_time": 0.004030201998830307, "eta_seconds": 2965.1861397348694, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.061874365298128536, "fast_rcnn/fg_cls_accuracy": 0.9316289357272964, "iteration": 49839, "loss_box_reg": 0.11728007346391678, "loss_cls": 0.056148240342736244, "loss_rpn_cls": 0.005508082220330834, "loss_rpn_loc": 0.023995250463485718, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29115930250009114, "total_loss": 0.25382641272153705} +{"data_time": 0.0037818450000486337, "eta_seconds": 2959.0861731547557, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04595697200041843, "fast_rcnn/fg_cls_accuracy": 0.9446718342509417, "iteration": 49859, "loss_box_reg": 0.11150000244379044, "loss_cls": 0.05611993744969368, "loss_rpn_cls": 0.006800981238484383, "loss_rpn_loc": 0.020249984227120876, "lr": 0.00025, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2913325005010847, "total_loss": 0.21860945102525875} +{"data_time": 0.0037772350005980115, "eta_seconds": 2952.8513627788925, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06933171708653948, "fast_rcnn/fg_cls_accuracy": 0.9231580056919996, "iteration": 49879, "loss_box_reg": 0.12871549278497696, "loss_cls": 0.07322737202048302, "loss_rpn_cls": 0.007496545789763331, "loss_rpn_loc": 0.03307080548256636, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2891632250011753, "total_loss": 0.26753066037781537} +{"data_time": 0.0037165724988881266, "eta_seconds": 2945.962106643856, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.07404119318181818, "fast_rcnn/fg_cls_accuracy": 0.9157801418439716, "iteration": 49899, "loss_box_reg": 0.11241580918431282, "loss_cls": 0.08790158852934837, "loss_rpn_cls": 0.00730912946164608, "loss_rpn_loc": 0.031238213181495667, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.28903504499976407, "total_loss": 0.24875128036364913} +{"data_time": 0.0038319129998853896, "eta_seconds": 2939.9055436826893, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06676261664886948, "fast_rcnn/fg_cls_accuracy": 0.9328372232871049, "iteration": 49919, "loss_box_reg": 0.10843869671225548, "loss_cls": 0.0602525919675827, "loss_rpn_cls": 0.011294183321297169, "loss_rpn_loc": 0.041381049901247025, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29042815899993, "total_loss": 0.23798860399983823} +{"data_time": 0.0038301080003293464, "eta_seconds": 2933.5275230176194, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06851541955534306, "fast_rcnn/fg_cls_accuracy": 0.931484580444657, "iteration": 49939, "loss_box_reg": 0.10674460977315903, "loss_cls": 0.05553801916539669, "loss_rpn_cls": 0.005082126008346677, "loss_rpn_loc": 0.03194653242826462, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2901530514991464, "total_loss": 0.21204134938307106} +{"data_time": 0.0037497685007110704, "eta_seconds": 2927.2018186289642, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.057224228087649404, "fast_rcnn/fg_cls_accuracy": 0.9293407914201184, "iteration": 49959, "loss_box_reg": 0.09352081269025803, "loss_cls": 0.061535751447081566, "loss_rpn_cls": 0.00611842586658895, "loss_rpn_loc": 0.025579320266842842, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2896663930005161, "total_loss": 0.2202205725479871} +{"data_time": 0.0038577190007345052, "eta_seconds": 2921.1500889031595, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.0675455444968279, "fast_rcnn/fg_cls_accuracy": 0.9239963351657505, "iteration": 49979, "loss_box_reg": 0.12616991996765137, "loss_cls": 0.07245158031582832, "loss_rpn_cls": 0.008403005078434944, "loss_rpn_loc": 0.03622698597609997, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29065011400052754, "total_loss": 0.27013115119189024} +{"data_time": 0.0036728849991050083, "eta_seconds": 2915.539659989008, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.047426103098672, "fast_rcnn/fg_cls_accuracy": 0.9399479114494641, "iteration": 49999, "loss_box_reg": 0.10893677547574043, "loss_cls": 0.06444860994815826, "loss_rpn_cls": 0.008847278077155352, "loss_rpn_loc": 0.05230146273970604, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 192.5, "rpn/num_pos_anchors": 63.5, "time": 0.293919850999373, "total_loss": 0.23293163301423192} +{"data_time": 0.0037754300010419684, "eta_seconds": 2908.9009092719425, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07057163020465773, "fast_rcnn/fg_cls_accuracy": 0.9225476358503881, "iteration": 50019, "loss_box_reg": 0.11885428801178932, "loss_cls": 0.06796638295054436, "loss_rpn_cls": 0.006019884254783392, "loss_rpn_loc": 0.042914194986224174, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 188.25, "rpn/num_pos_anchors": 67.75, "time": 0.28938708050191053, "total_loss": 0.23010230134241283} +{"data_time": 0.0037686899995605927, "eta_seconds": 2902.471478046791, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04688186209925341, "fast_rcnn/fg_cls_accuracy": 0.9516317016317016, "iteration": 50039, "loss_box_reg": 0.09607064723968506, "loss_cls": 0.048323970288038254, "loss_rpn_cls": 0.005458553088828921, "loss_rpn_loc": 0.022335665300488472, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2896507824989385, "total_loss": 0.17736188741400838} +{"data_time": 0.003859988997646724, "eta_seconds": 2897.0815462264363, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.060699942627653464, "fast_rcnn/fg_cls_accuracy": 0.9189902467010901, "iteration": 50059, "loss_box_reg": 0.11473628506064415, "loss_cls": 0.0760449655354023, "loss_rpn_cls": 0.008554595289751887, "loss_rpn_loc": 0.03273338824510574, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.29279530350140703, "total_loss": 0.26464317040517926} +{"data_time": 0.003729432997715776, "eta_seconds": 2891.4125270518707, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0805693045836415, "fast_rcnn/fg_cls_accuracy": 0.9173730822476343, "iteration": 50079, "loss_box_reg": 0.09920688718557358, "loss_cls": 0.05628435127437115, "loss_rpn_cls": 0.006304054753854871, "loss_rpn_loc": 0.036508310586214066, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29426953649817733, "total_loss": 0.20469464594498277} +{"data_time": 0.0038306880014715716, "eta_seconds": 2886.6416188524454, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.07930964672537706, "fast_rcnn/fg_cls_accuracy": 0.9169583103088352, "iteration": 50099, "loss_box_reg": 0.11107669770717621, "loss_cls": 0.05714845657348633, "loss_rpn_cls": 0.006295182975009084, "loss_rpn_loc": 0.03334669582545757, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2927771280010347, "total_loss": 0.23754769819788635} +{"data_time": 0.0038506839991896413, "eta_seconds": 2881.038958987483, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05079131394920869, "fast_rcnn/fg_cls_accuracy": 0.9380156472261736, "iteration": 50119, "loss_box_reg": 0.09410558640956879, "loss_cls": 0.04875978082418442, "loss_rpn_cls": 0.009093836415559053, "loss_rpn_loc": 0.03666774183511734, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.29200997199950507, "total_loss": 0.2302166412700899} +{"data_time": 0.00393941750007798, "eta_seconds": 2875.6536726475315, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04951400800457405, "fast_rcnn/fg_cls_accuracy": 0.9404481132075472, "iteration": 50139, "loss_box_reg": 0.11135577410459518, "loss_cls": 0.059074193239212036, "loss_rpn_cls": 0.006680879509076476, "loss_rpn_loc": 0.028216978535056114, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2938030305012944, "total_loss": 0.21414644503965974} +{"data_time": 0.003786515500905807, "eta_seconds": 2869.6704813619726, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.056796566356143004, "fast_rcnn/fg_cls_accuracy": 0.943203433643857, "iteration": 50159, "loss_box_reg": 0.10270483046770096, "loss_cls": 0.061950912699103355, "loss_rpn_cls": 0.010862470138818026, "loss_rpn_loc": 0.03951890766620636, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2903759060009179, "total_loss": 0.24068861559499055} +{"data_time": 0.0037812600003235275, "eta_seconds": 2864.162535713076, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.04622430503781021, "fast_rcnn/fg_cls_accuracy": 0.9507269144743848, "iteration": 50179, "loss_box_reg": 0.08809712529182434, "loss_cls": 0.04667511768639088, "loss_rpn_cls": 0.008443744387477636, "loss_rpn_loc": 0.027962871827185154, "lr": 0.00025, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29156832650187425, "total_loss": 0.19661603588610888} +{"data_time": 0.0038418829990405357, "eta_seconds": 2858.626949488462, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.048828125, "fast_rcnn/fg_cls_accuracy": 0.9455584140435835, "iteration": 50199, "loss_box_reg": 0.12453937903046608, "loss_cls": 0.05674942769110203, "loss_rpn_cls": 0.006727698491886258, "loss_rpn_loc": 0.022431647405028343, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29333848349779146, "total_loss": 0.22484972386155277} +{"data_time": 0.0038889754978299607, "eta_seconds": 2853.0520549020002, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0535118385507707, "fast_rcnn/fg_cls_accuracy": 0.9327379159765095, "iteration": 50219, "loss_box_reg": 0.1284981444478035, "loss_cls": 0.07143156230449677, "loss_rpn_cls": 0.00765756075270474, "loss_rpn_loc": 0.027769163250923157, "lr": 0.00025, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2920480690008844, "total_loss": 0.2708174651488662} +{"data_time": 0.0037322330008464633, "eta_seconds": 2846.8812483994407, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.061805947675512896, "fast_rcnn/fg_cls_accuracy": 0.930308726361358, "iteration": 50239, "loss_box_reg": 0.12207092717289925, "loss_cls": 0.05578274093568325, "loss_rpn_cls": 0.008938392158597708, "loss_rpn_loc": 0.041040193289518356, "lr": 0.00025, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2909854894987802, "total_loss": 0.23606960312463343} +{"data_time": 0.0037281525001162663, "eta_seconds": 2841.047475349442, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04407382485821398, "fast_rcnn/fg_cls_accuracy": 0.9508290607614269, "iteration": 50259, "loss_box_reg": 0.09142239764332771, "loss_cls": 0.05955210700631142, "loss_rpn_cls": 0.00699449609965086, "loss_rpn_loc": 0.025675649754703045, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29182407349981077, "total_loss": 0.1762854412663728} +{"data_time": 0.0038813150003988994, "eta_seconds": 2835.213702299443, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07997666396103896, "fast_rcnn/fg_cls_accuracy": 0.919921875, "iteration": 50279, "loss_box_reg": 0.11419719830155373, "loss_cls": 0.061110757291316986, "loss_rpn_cls": 0.007897624978795648, "loss_rpn_loc": 0.028754654340445995, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2905549195020285, "total_loss": 0.19826869206735864} +{"data_time": 0.0037688300017180154, "eta_seconds": 2829.1625861931607, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.06525770384510499, "fast_rcnn/fg_cls_accuracy": 0.9196796338672768, "iteration": 50299, "loss_box_reg": 0.08054601773619652, "loss_cls": 0.047127027064561844, "loss_rpn_cls": 0.006017543375492096, "loss_rpn_loc": 0.023596149869263172, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2905115624998871, "total_loss": 0.14527054969221354} +{"data_time": 0.0038454730001831194, "eta_seconds": 2822.386724508251, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.0515966883500887, "fast_rcnn/fg_cls_accuracy": 0.9340480831708902, "iteration": 50319, "loss_box_reg": 0.1116761714220047, "loss_cls": 0.05131139978766441, "loss_rpn_cls": 0.00656207581050694, "loss_rpn_loc": 0.02583755273371935, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.28915385950131167, "total_loss": 0.21636589872650802} +{"data_time": 0.003779324997594813, "eta_seconds": 2817.058314198948, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06696428571428571, "fast_rcnn/fg_cls_accuracy": 0.9310825892857143, "iteration": 50339, "loss_box_reg": 0.09170759469270706, "loss_cls": 0.052045807242393494, "loss_rpn_cls": 0.006717905169352889, "loss_rpn_loc": 0.027169895358383656, "lr": 0.00025, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.29146784199838294, "total_loss": 0.19342521391808987} +{"data_time": 0.0036408135001693154, "eta_seconds": 2810.9930797005654, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.050663760164592925, "fast_rcnn/fg_cls_accuracy": 0.9402185011231367, "iteration": 50359, "loss_box_reg": 0.11380786076188087, "loss_cls": 0.05760016851127148, "loss_rpn_cls": 0.013003343250602484, "loss_rpn_loc": 0.03198097459971905, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2914376650005579, "total_loss": 0.2571764113381505} +{"data_time": 0.0038989509994280525, "eta_seconds": 2805.754010017481, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05229591836734694, "fast_rcnn/fg_cls_accuracy": 0.941678568999524, "iteration": 50379, "loss_box_reg": 0.11651241406798363, "loss_cls": 0.057875461876392365, "loss_rpn_cls": 0.00913238525390625, "loss_rpn_loc": 0.04606723226606846, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.2915407000000414, "total_loss": 0.21856099968863418} +{"data_time": 0.0037521285012189765, "eta_seconds": 2799.7341552050784, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06902942048561922, "fast_rcnn/fg_cls_accuracy": 0.9206867337785309, "iteration": 50399, "loss_box_reg": 0.11770829930901527, "loss_cls": 0.07107634097337723, "loss_rpn_cls": 0.0071660494431853294, "loss_rpn_loc": 0.02610026579350233, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2901071090000187, "total_loss": 0.23282533942256123} +{"data_time": 0.0038008309984434163, "eta_seconds": 2794.15003897142, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.046887375257405356, "fast_rcnn/fg_cls_accuracy": 0.9445397369925672, "iteration": 50419, "loss_box_reg": 0.10058028623461723, "loss_cls": 0.061143165454268456, "loss_rpn_cls": 0.006984933977946639, "loss_rpn_loc": 0.041897403076291084, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2926569169994764, "total_loss": 0.21536368131637573} +{"data_time": 0.0038750450003135484, "eta_seconds": 2788.6197588887444, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.078125, "fast_rcnn/fg_cls_accuracy": 0.9046401515151515, "iteration": 50439, "loss_box_reg": 0.10094160959124565, "loss_cls": 0.07108917832374573, "loss_rpn_cls": 0.006720563396811485, "loss_rpn_loc": 0.05410727113485336, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29350421100025414, "total_loss": 0.2665722066303715} +{"data_time": 0.0037964959992677905, "eta_seconds": 2783.2925672810597, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06407863630707974, "fast_rcnn/fg_cls_accuracy": 0.9242475386779184, "iteration": 50459, "loss_box_reg": 0.1102733388543129, "loss_cls": 0.07284088432788849, "loss_rpn_cls": 0.006362595595419407, "loss_rpn_loc": 0.03103568311780691, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29309115249998285, "total_loss": 0.2426534490659833} +{"data_time": 0.0038448129998869263, "eta_seconds": 2776.9518937887915, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04079303950934246, "fast_rcnn/fg_cls_accuracy": 0.9454101765316718, "iteration": 50479, "loss_box_reg": 0.10689298063516617, "loss_cls": 0.05352700315415859, "loss_rpn_cls": 0.007827409775927663, "loss_rpn_loc": 0.02134015876799822, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.29096875400136923, "total_loss": 0.19304938975255936} +{"data_time": 0.00380038649745984, "eta_seconds": 2770.954456744221, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08635940409683426, "fast_rcnn/fg_cls_accuracy": 0.8977120161109868, "iteration": 50499, "loss_box_reg": 0.13406877219676971, "loss_cls": 0.09052393957972527, "loss_rpn_cls": 0.009696006774902344, "loss_rpn_loc": 0.04086490347981453, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2886830130009912, "total_loss": 0.2862650603055954} +{"data_time": 0.0036765000004379544, "eta_seconds": 2765.2840286888386, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06322054710416809, "fast_rcnn/fg_cls_accuracy": 0.9288018433179723, "iteration": 50519, "loss_box_reg": 0.10248323157429695, "loss_cls": 0.054079845547676086, "loss_rpn_cls": 0.007212876342236996, "loss_rpn_loc": 0.026362458243966103, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.2909516830004577, "total_loss": 0.19652583915740252} +{"data_time": 0.003827022499535815, "eta_seconds": 2760.3769301941793, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06130383777442601, "fast_rcnn/fg_cls_accuracy": 0.93643371878666, "iteration": 50539, "loss_box_reg": 0.11420981585979462, "loss_cls": 0.057853853330016136, "loss_rpn_cls": 0.0049675279296934605, "loss_rpn_loc": 0.02767281699925661, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29282447500190756, "total_loss": 0.2337062822189182} +{"data_time": 0.0038999510015855776, "eta_seconds": 2754.641866806778, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06534760078067164, "fast_rcnn/fg_cls_accuracy": 0.9192533982552242, "iteration": 50559, "loss_box_reg": 0.09386138990521431, "loss_cls": 0.061618197709321976, "loss_rpn_cls": 0.007125217467546463, "loss_rpn_loc": 0.04611818864941597, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.2920008319997578, "total_loss": 0.2293538774829358} +{"data_time": 0.0038395574993046466, "eta_seconds": 2747.8830721391205, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.050507674144037784, "fast_rcnn/fg_cls_accuracy": 0.9432939787485242, "iteration": 50579, "loss_box_reg": 0.12046140059828758, "loss_cls": 0.06715313345193863, "loss_rpn_cls": 0.010084331501275301, "loss_rpn_loc": 0.05591420270502567, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29037816650088644, "total_loss": 0.23610954801551998} +{"data_time": 0.0037350584989326308, "eta_seconds": 2741.6503513915814, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.044047619047619044, "fast_rcnn/fg_cls_accuracy": 0.9525062656641603, "iteration": 50599, "loss_box_reg": 0.09933185949921608, "loss_cls": 0.06000236049294472, "loss_rpn_cls": 0.008330622222274542, "loss_rpn_loc": 0.015978177078068256, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2903890664983919, "total_loss": 0.23093324704677798} +{"data_time": 0.0038201370007300284, "eta_seconds": 2735.679302798744, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05728386976047904, "fast_rcnn/fg_cls_accuracy": 0.9416756007635384, "iteration": 50619, "loss_box_reg": 0.1160983219742775, "loss_cls": 0.06826673820614815, "loss_rpn_cls": 0.008594849612563848, "loss_rpn_loc": 0.0355383288115263, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2903018674987834, "total_loss": 0.25229205191135406} +{"data_time": 0.0037984859991411213, "eta_seconds": 2730.119338434306, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.03939205955334987, "fast_rcnn/fg_cls_accuracy": 0.9359421066738141, "iteration": 50639, "loss_box_reg": 0.08352631330490112, "loss_cls": 0.058662351220846176, "loss_rpn_cls": 0.011104310397058725, "loss_rpn_loc": 0.028135770931839943, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29172296350043325, "total_loss": 0.2142032366245985} +{"data_time": 0.003844063001452014, "eta_seconds": 2724.546485539213, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05239145476561148, "fast_rcnn/fg_cls_accuracy": 0.9382399087148766, "iteration": 50659, "loss_box_reg": 0.11694278195500374, "loss_cls": 0.07054545730352402, "loss_rpn_cls": 0.006647623144090176, "loss_rpn_loc": 0.029187703505158424, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2919937110000319, "total_loss": 0.2509327810257673} +{"data_time": 0.0038018809991626767, "eta_seconds": 2718.712338889236, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04593044667753986, "fast_rcnn/fg_cls_accuracy": 0.9518501493909446, "iteration": 50679, "loss_box_reg": 0.11167747899889946, "loss_cls": 0.05416843108832836, "loss_rpn_cls": 0.008270190097391605, "loss_rpn_loc": 0.023488305509090424, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29279114800010575, "total_loss": 0.209456023061648} +{"data_time": 0.0038151864991959883, "eta_seconds": 2713.142233186045, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06743285123966943, "fast_rcnn/fg_cls_accuracy": 0.9223648367884021, "iteration": 50699, "loss_box_reg": 0.12894144654273987, "loss_cls": 0.0801544152200222, "loss_rpn_cls": 0.009746026247739792, "loss_rpn_loc": 0.03295002318918705, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.29163081900151155, "total_loss": 0.25940813100896776} +{"data_time": 0.003801411501626717, "eta_seconds": 2707.8539019241, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06696428571428571, "fast_rcnn/fg_cls_accuracy": 0.9283882783882784, "iteration": 50719, "loss_box_reg": 0.1018517017364502, "loss_cls": 0.05666660889983177, "loss_rpn_cls": 0.006901519605889916, "loss_rpn_loc": 0.028721101582050323, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29215091849800956, "total_loss": 0.2016385518363677} +{"data_time": 0.00370509700042021, "eta_seconds": 2701.0040908066367, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06853799360758842, "fast_rcnn/fg_cls_accuracy": 0.9198087726879862, "iteration": 50739, "loss_box_reg": 0.12284407764673233, "loss_cls": 0.06618516147136688, "loss_rpn_cls": 0.006982827791944146, "loss_rpn_loc": 0.03132074140012264, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.28991852550097974, "total_loss": 0.24222926911897957} +{"data_time": 0.0038410830002248986, "eta_seconds": 2694.744124384888, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05672303533755274, "fast_rcnn/fg_cls_accuracy": 0.9329113924050634, "iteration": 50759, "loss_box_reg": 0.10386667773127556, "loss_cls": 0.05659046024084091, "loss_rpn_cls": 0.006073275581002235, "loss_rpn_loc": 0.022556284442543983, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2919434289997298, "total_loss": 0.19882721453905106} +{"data_time": 0.003776105000724783, "eta_seconds": 2688.5093344548295, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0694980694980695, "fast_rcnn/fg_cls_accuracy": 0.9182506682506683, "iteration": 50779, "loss_box_reg": 0.12316468730568886, "loss_cls": 0.07251126691699028, "loss_rpn_cls": 0.0053047495894134045, "loss_rpn_loc": 0.030304287560284138, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.292316146000303, "total_loss": 0.22507130703888834} +{"data_time": 0.003712727499078028, "eta_seconds": 2682.0815199956996, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05195681511470985, "fast_rcnn/fg_cls_accuracy": 0.942668833513904, "iteration": 50799, "loss_box_reg": 0.10804202035069466, "loss_cls": 0.050262147560715675, "loss_rpn_cls": 0.004770366940647364, "loss_rpn_loc": 0.03824799880385399, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2914544065024529, "total_loss": 0.20656915474683046} +{"data_time": 0.003749169000002439, "eta_seconds": 2675.5431896797018, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.051946107784431136, "fast_rcnn/fg_cls_accuracy": 0.9422821024617432, "iteration": 50819, "loss_box_reg": 0.10494973510503769, "loss_cls": 0.06071214936673641, "loss_rpn_cls": 0.009370193351060152, "loss_rpn_loc": 0.05425608344376087, "lr": 0.00025, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.293627386998196, "total_loss": 0.22330381209030747} +{"data_time": 0.0036821414996666135, "eta_seconds": 2670.0043220760563, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04105889638089996, "fast_rcnn/fg_cls_accuracy": 0.9369039208760155, "iteration": 50839, "loss_box_reg": 0.09720907360315323, "loss_cls": 0.053781451657414436, "loss_rpn_cls": 0.004017869709059596, "loss_rpn_loc": 0.026502897031605244, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2916887819992553, "total_loss": 0.2011455981992185} +{"data_time": 0.003819927498625475, "eta_seconds": 2664.417660058607, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.078125, "fast_rcnn/fg_cls_accuracy": 0.9072916666666666, "iteration": 50859, "loss_box_reg": 0.13035325333476067, "loss_cls": 0.08009517937898636, "loss_rpn_cls": 0.008173012174665928, "loss_rpn_loc": 0.029707822017371655, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29187095599991153, "total_loss": 0.24189339578151703} +{"data_time": 0.003808946999924956, "eta_seconds": 2658.759071995737, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.03340992068487977, "fast_rcnn/fg_cls_accuracy": 0.9657579787234043, "iteration": 50879, "loss_box_reg": 0.09759267792105675, "loss_cls": 0.050959257408976555, "loss_rpn_cls": 0.006226625293493271, "loss_rpn_loc": 0.025805629789829254, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29070491699894774, "total_loss": 0.19071472622454166} +{"data_time": 0.003850583501844085, "eta_seconds": 2653.8791733973994, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04106325329346912, "fast_rcnn/fg_cls_accuracy": 0.9562398468322117, "iteration": 50899, "loss_box_reg": 0.09629064053297043, "loss_cls": 0.05343128740787506, "loss_rpn_cls": 0.008299420587718487, "loss_rpn_loc": 0.026129689998924732, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29271187400081544, "total_loss": 0.22801505425013602} +{"data_time": 0.0038990755019767676, "eta_seconds": 2648.497321150353, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06217176397899289, "fast_rcnn/fg_cls_accuracy": 0.9378282360210071, "iteration": 50919, "loss_box_reg": 0.1121194027364254, "loss_cls": 0.05626077204942703, "loss_rpn_cls": 0.009052048902958632, "loss_rpn_loc": 0.05355125106871128, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2949795099993935, "total_loss": 0.24284138111397624} +{"data_time": 0.0036867314993287437, "eta_seconds": 2642.8684324395363, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.039531250000000004, "fast_rcnn/fg_cls_accuracy": 0.9458261037208405, "iteration": 50939, "loss_box_reg": 0.11383091658353806, "loss_cls": 0.062884621322155, "loss_rpn_cls": 0.0068340543657541275, "loss_rpn_loc": 0.030220861546695232, "lr": 0.00025, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29080858099951, "total_loss": 0.22217696125153452} +{"data_time": 0.0038164314992172876, "eta_seconds": 2637.5745478364115, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04914207275223061, "fast_rcnn/fg_cls_accuracy": 0.9312852022529441, "iteration": 50959, "loss_box_reg": 0.09007535874843597, "loss_cls": 0.05821342021226883, "loss_rpn_cls": 0.0060577900148928165, "loss_rpn_loc": 0.03671566769480705, "lr": 0.00025, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2923820539999724, "total_loss": 0.19759972020983696} +{"data_time": 0.003810845999396406, "eta_seconds": 2631.5239751758054, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04823881258307488, "fast_rcnn/fg_cls_accuracy": 0.9517611874169252, "iteration": 50979, "loss_box_reg": 0.10587824136018753, "loss_cls": 0.05523885227739811, "loss_rpn_cls": 0.005491903750225902, "loss_rpn_loc": 0.03029607329517603, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.290818211999067, "total_loss": 0.20724222715944052} +{"data_time": 0.0038079714995546965, "eta_seconds": 2625.030823493944, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05593161503080795, "fast_rcnn/fg_cls_accuracy": 0.9357679914070891, "iteration": 50999, "loss_box_reg": 0.11959009990096092, "loss_cls": 0.06939713284373283, "loss_rpn_cls": 0.01091637834906578, "loss_rpn_loc": 0.02937181480228901, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.28916200500134437, "total_loss": 0.2536122892051935} +{"data_time": 0.0038223319988901494, "eta_seconds": 2619.1510803719575, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05115615186982586, "fast_rcnn/fg_cls_accuracy": 0.9416708669354839, "iteration": 51019, "loss_box_reg": 0.0922308936715126, "loss_cls": 0.049036094918847084, "loss_rpn_cls": 0.00883329939097166, "loss_rpn_loc": 0.023821085691452026, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2903529949981021, "total_loss": 0.19161170115694404} +{"data_time": 0.003763004498978262, "eta_seconds": 2614.0193811059, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04912635565501808, "fast_rcnn/fg_cls_accuracy": 0.9243956043956044, "iteration": 51039, "loss_box_reg": 0.102507084608078, "loss_cls": 0.05592603236436844, "loss_rpn_cls": 0.006429676432162523, "loss_rpn_loc": 0.024093590676784515, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.29359009549807524, "total_loss": 0.19256188021972775} +{"data_time": 0.0037586290018225554, "eta_seconds": 2607.6614593705017, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06848958333333333, "fast_rcnn/fg_cls_accuracy": 0.916015625, "iteration": 51059, "loss_box_reg": 0.1127084530889988, "loss_cls": 0.07442064210772514, "loss_rpn_cls": 0.0057470048777759075, "loss_rpn_loc": 0.026084784418344498, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29209939150132413, "total_loss": 0.2413689118111506} +{"data_time": 0.003711907500473899, "eta_seconds": 2601.0085119042924, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.03634942349032636, "fast_rcnn/fg_cls_accuracy": 0.9523958519578044, "iteration": 51079, "loss_box_reg": 0.10442755371332169, "loss_cls": 0.06407730095088482, "loss_rpn_cls": 0.0073577845469117165, "loss_rpn_loc": 0.0430669616907835, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2898316064984101, "total_loss": 0.23623730870895088} +{"data_time": 0.003868338999382104, "eta_seconds": 2594.6352895005475, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05245700245700246, "fast_rcnn/fg_cls_accuracy": 0.933255669462566, "iteration": 51099, "loss_box_reg": 0.11639893800020218, "loss_cls": 0.05578218959271908, "loss_rpn_cls": 0.004507513949647546, "loss_rpn_loc": 0.02630218956619501, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29013572500116425, "total_loss": 0.20582341286353767} +{"data_time": 0.0037763849995826604, "eta_seconds": 2589.002104076062, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07111459968602826, "fast_rcnn/fg_cls_accuracy": 0.9265464325264989, "iteration": 51119, "loss_box_reg": 0.10746416077017784, "loss_cls": 0.07626805454492569, "loss_rpn_cls": 0.00833122106269002, "loss_rpn_loc": 0.04009462334215641, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2931868420000683, "total_loss": 0.257147713098675} +{"data_time": 0.00381628699869907, "eta_seconds": 2582.895857689182, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0485178727114211, "fast_rcnn/fg_cls_accuracy": 0.942997542997543, "iteration": 51139, "loss_box_reg": 0.10689128935337067, "loss_cls": 0.06479296460747719, "loss_rpn_cls": 0.007917686831206083, "loss_rpn_loc": 0.036394243128597736, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2919293384984485, "total_loss": 0.22994048928376287} +{"data_time": 0.0038439879990619374, "eta_seconds": 2577.7340815245407, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07864583333333333, "fast_rcnn/fg_cls_accuracy": 0.9033028455284553, "iteration": 51159, "loss_box_reg": 0.14882387965917587, "loss_cls": 0.08470049500465393, "loss_rpn_cls": 0.006941398372873664, "loss_rpn_loc": 0.04500852897763252, "lr": 0.00025, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.29387393850083754, "total_loss": 0.2954224643763155} +{"data_time": 0.003954088000682532, "eta_seconds": 2572.4940847130347, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05755029284441049, "fast_rcnn/fg_cls_accuracy": 0.9343293425324675, "iteration": 51179, "loss_box_reg": 0.11015524715185165, "loss_cls": 0.07021315768361092, "loss_rpn_cls": 0.007055419031530619, "loss_rpn_loc": 0.02740511577576399, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29590027699850907, "total_loss": 0.23170163063332438} +{"data_time": 0.00381974200172408, "eta_seconds": 2566.2588908031466, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0721216922048667, "fast_rcnn/fg_cls_accuracy": 0.905812324929972, "iteration": 51199, "loss_box_reg": 0.10847341269254684, "loss_cls": 0.06425474211573601, "loss_rpn_cls": 0.0073122449684888124, "loss_rpn_loc": 0.029549671337008476, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29099912499987113, "total_loss": 0.22106626999448054} +{"data_time": 0.0038687345004291274, "eta_seconds": 2560.2714733474204, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05730706075533662, "fast_rcnn/fg_cls_accuracy": 0.9175793004785161, "iteration": 51219, "loss_box_reg": 0.1318834200501442, "loss_cls": 0.06959124282002449, "loss_rpn_cls": 0.0074455393478274345, "loss_rpn_loc": 0.0432796161621809, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2919482990000688, "total_loss": 0.27064445591531694} +{"data_time": 0.003683255497890059, "eta_seconds": 2554.8219822010287, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.04570675105485232, "fast_rcnn/fg_cls_accuracy": 0.9534014360796506, "iteration": 51239, "loss_box_reg": 0.1067948155105114, "loss_cls": 0.047774894163012505, "loss_rpn_cls": 0.004088407498784363, "loss_rpn_loc": 0.034292688593268394, "lr": 0.00025, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29218849999961094, "total_loss": 0.21054495009593666} +{"data_time": 0.0037885105011810083, "eta_seconds": 2548.761671093125, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.0641233260666459, "fast_rcnn/fg_cls_accuracy": 0.9317101561742167, "iteration": 51259, "loss_box_reg": 0.11747987195849419, "loss_cls": 0.06787872686982155, "loss_rpn_cls": 0.006884960923343897, "loss_rpn_loc": 0.023355180397629738, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29150918900086253, "total_loss": 0.2514914465136826} +{"data_time": 0.003833873000985477, "eta_seconds": 2542.7972001358285, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06613372093023256, "fast_rcnn/fg_cls_accuracy": 0.9338662790697674, "iteration": 51279, "loss_box_reg": 0.08379736915230751, "loss_cls": 0.049850476905703545, "loss_rpn_cls": 0.006622003158554435, "loss_rpn_loc": 0.02467993088066578, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2899396210013947, "total_loss": 0.1541985645890236} +{"data_time": 0.00380160600070667, "eta_seconds": 2536.9102386044688, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.052889696867205, "fast_rcnn/fg_cls_accuracy": 0.9367127496159755, "iteration": 51299, "loss_box_reg": 0.12196686491370201, "loss_cls": 0.07227878645062447, "loss_rpn_cls": 0.008000151254236698, "loss_rpn_loc": 0.018315093591809273, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.2897804330004874, "total_loss": 0.20348611287772655} +{"data_time": 0.003912676000254578, "eta_seconds": 2531.4902746010193, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04083333333333333, "fast_rcnn/fg_cls_accuracy": 0.9479736204272589, "iteration": 51319, "loss_box_reg": 0.09176700562238693, "loss_cls": 0.047680092975497246, "loss_rpn_cls": 0.006353805307298899, "loss_rpn_loc": 0.023422203958034515, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2930244094986847, "total_loss": 0.20063602086156607} +{"data_time": 0.003918176502338611, "eta_seconds": 2525.2791525271823, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.03337647928994083, "fast_rcnn/fg_cls_accuracy": 0.9502467105263157, "iteration": 51339, "loss_box_reg": 0.1146608293056488, "loss_cls": 0.0480212289839983, "loss_rpn_cls": 0.007566333515569568, "loss_rpn_loc": 0.0231974134221673, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2871722330019111, "total_loss": 0.21202401840128005} +{"data_time": 0.00411850099953881, "eta_seconds": 2519.2881576006766, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05786954980503368, "fast_rcnn/fg_cls_accuracy": 0.9260082023239918, "iteration": 51359, "loss_box_reg": 0.11266988143324852, "loss_cls": 0.062235595658421516, "loss_rpn_cls": 0.005889881867915392, "loss_rpn_loc": 0.031653366051614285, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2906203175007249, "total_loss": 0.218839869776275} +{"data_time": 0.0042086999983439455, "eta_seconds": 2513.1979884161774, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.036319572672118175, "fast_rcnn/fg_cls_accuracy": 0.9591961223951464, "iteration": 51379, "loss_box_reg": 0.10243752598762512, "loss_cls": 0.04700399003922939, "loss_rpn_cls": 0.005785681074485183, "loss_rpn_loc": 0.025555294938385487, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29040088250076224, "total_loss": 0.18149576289579272} +{"data_time": 0.0042280109992134385, "eta_seconds": 2507.6247865006735, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.08941021292632373, "fast_rcnn/fg_cls_accuracy": 0.9105897870736763, "iteration": 51399, "loss_box_reg": 0.12291595339775085, "loss_cls": 0.07000477984547615, "loss_rpn_cls": 0.012052043806761503, "loss_rpn_loc": 0.02569377701729536, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.29231495649946737, "total_loss": 0.24795304227154702} +{"data_time": 0.0037810650010214886, "eta_seconds": 2501.448815575459, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.058854844433928785, "fast_rcnn/fg_cls_accuracy": 0.934580851247518, "iteration": 51419, "loss_box_reg": 0.10557987913489342, "loss_cls": 0.05121625401079655, "loss_rpn_cls": 0.006676836870610714, "loss_rpn_loc": 0.02173030376434326, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2910803235008643, "total_loss": 0.20112838968634605} +{"data_time": 0.0037358834997576196, "eta_seconds": 2494.587556796614, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.056162057253760306, "fast_rcnn/fg_cls_accuracy": 0.9365105037108918, "iteration": 51439, "loss_box_reg": 0.12190556898713112, "loss_cls": 0.05646456778049469, "loss_rpn_cls": 0.008930863812565804, "loss_rpn_loc": 0.03517577983438969, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.2904744004990789, "total_loss": 0.23561980901286006} +{"data_time": 0.003867914500006009, "eta_seconds": 2488.6873878975166, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06956580185508804, "fast_rcnn/fg_cls_accuracy": 0.9254337393872277, "iteration": 51459, "loss_box_reg": 0.13204237818717957, "loss_cls": 0.08173742890357971, "loss_rpn_cls": 0.006039653439074755, "loss_rpn_loc": 0.03665527328848839, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.28974013200058835, "total_loss": 0.23361902101896703} +{"data_time": 0.003778289499678067, "eta_seconds": 2482.93060559663, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.050390625, "fast_rcnn/fg_cls_accuracy": 0.9301162476344957, "iteration": 51479, "loss_box_reg": 0.10750115662813187, "loss_cls": 0.06002878397703171, "loss_rpn_cls": 0.008337491191923618, "loss_rpn_loc": 0.03037218749523163, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2925538380004582, "total_loss": 0.20869365520775318} +{"data_time": 0.00382729250122793, "eta_seconds": 2477.9474932684025, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06564222679631865, "fast_rcnn/fg_cls_accuracy": 0.9269896329394243, "iteration": 51499, "loss_box_reg": 0.10790287330746651, "loss_cls": 0.05970676802098751, "loss_rpn_cls": 0.004311943659558892, "loss_rpn_loc": 0.020861712284386158, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.29165089299931424, "total_loss": 0.20075667137280107} +{"data_time": 0.003775305001909146, "eta_seconds": 2472.117028578359, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04910114247311828, "fast_rcnn/fg_cls_accuracy": 0.9445937873357229, "iteration": 51519, "loss_box_reg": 0.08509501069784164, "loss_cls": 0.05319208838045597, "loss_rpn_cls": 0.006069963099434972, "loss_rpn_loc": 0.023311328142881393, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2904712229992583, "total_loss": 0.16125608212314546} +{"data_time": 0.003970608499002992, "eta_seconds": 2466.5604944371444, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.03937068898705727, "fast_rcnn/fg_cls_accuracy": 0.9598206278026906, "iteration": 51539, "loss_box_reg": 0.11992098391056061, "loss_cls": 0.051692262291908264, "loss_rpn_cls": 0.010770298540592194, "loss_rpn_loc": 0.03543461859226227, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2929843345009431, "total_loss": 0.22559582826215774} +{"data_time": 0.004050547500810353, "eta_seconds": 2460.266908132544, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05157520325203252, "fast_rcnn/fg_cls_accuracy": 0.9315104166666667, "iteration": 51559, "loss_box_reg": 0.12460903078317642, "loss_cls": 0.06369376927614212, "loss_rpn_cls": 0.005479760700836778, "loss_rpn_loc": 0.02294583059847355, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2900089169997955, "total_loss": 0.23321463912725449} +{"data_time": 0.0041652430008980446, "eta_seconds": 2454.8128910764353, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.03827838827838828, "fast_rcnn/fg_cls_accuracy": 0.9617216117216117, "iteration": 51579, "loss_box_reg": 0.0796298049390316, "loss_cls": 0.0326508479192853, "loss_rpn_cls": 0.006404219660907984, "loss_rpn_loc": 0.029471537098288536, "lr": 0.00025, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29523073850032233, "total_loss": 0.15132760570850223} +{"data_time": 0.003821982498266152, "eta_seconds": 2449.5012191982823, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05861344537815126, "fast_rcnn/fg_cls_accuracy": 0.9413865546218487, "iteration": 51599, "loss_box_reg": 0.11062122881412506, "loss_cls": 0.04821089468896389, "loss_rpn_cls": 0.007235334953293204, "loss_rpn_loc": 0.03888770937919617, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.295413791500323, "total_loss": 0.20752752013504505} +{"data_time": 0.00414820199875976, "eta_seconds": 2444.196644717995, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05923699476047904, "fast_rcnn/fg_cls_accuracy": 0.9380482456140351, "iteration": 51619, "loss_box_reg": 0.12374959886074066, "loss_cls": 0.07242126017808914, "loss_rpn_cls": 0.006316160084679723, "loss_rpn_loc": 0.03988235257565975, "lr": 0.00025, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29171550099999877, "total_loss": 0.24910757294856012} +{"data_time": 0.004196029498416465, "eta_seconds": 2439.0833618772012, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05683152812214537, "fast_rcnn/fg_cls_accuracy": 0.931515421492512, "iteration": 51639, "loss_box_reg": 0.12740826979279518, "loss_cls": 0.06931572780013084, "loss_rpn_cls": 0.005929117556661367, "loss_rpn_loc": 0.023009023629128933, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29369084700010717, "total_loss": 0.22081337484996766} +{"data_time": 0.004161407501669601, "eta_seconds": 2433.443836407496, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0642512077294686, "fast_rcnn/fg_cls_accuracy": 0.9277220364176886, "iteration": 51659, "loss_box_reg": 0.1144702099263668, "loss_cls": 0.07091373950242996, "loss_rpn_cls": 0.005971953738480806, "loss_rpn_loc": 0.03939213976264, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2964354744999582, "total_loss": 0.24043215924757533} +{"data_time": 0.004018931002065074, "eta_seconds": 2427.6953084685374, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.053490423387096774, "fast_rcnn/fg_cls_accuracy": 0.9433389191453707, "iteration": 51679, "loss_box_reg": 0.10551973432302475, "loss_cls": 0.060181813314557076, "loss_rpn_cls": 0.007204979192465544, "loss_rpn_loc": 0.03440062329173088, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29304964750008367, "total_loss": 0.20495041774120182} +{"data_time": 0.003821522001089761, "eta_seconds": 2421.859502438565, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06148885122493451, "fast_rcnn/fg_cls_accuracy": 0.9142112867212469, "iteration": 51699, "loss_box_reg": 0.11841972544789314, "loss_cls": 0.07306695729494095, "loss_rpn_cls": 0.0060495962388813496, "loss_rpn_loc": 0.05006708763539791, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.2923440250015119, "total_loss": 0.2524987990036607} +{"data_time": 0.003784504999202909, "eta_seconds": 2415.937046217514, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06180516299227436, "fast_rcnn/fg_cls_accuracy": 0.9359813764004075, "iteration": 51719, "loss_box_reg": 0.11278773099184036, "loss_cls": 0.06672771275043488, "loss_rpn_cls": 0.009682005271315575, "loss_rpn_loc": 0.044459858909249306, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.29261616250187217, "total_loss": 0.24565196363255382} +{"data_time": 0.003686600499349879, "eta_seconds": 2410.512434043376, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07771851205583756, "fast_rcnn/fg_cls_accuracy": 0.914425523585829, "iteration": 51739, "loss_box_reg": 0.12539558857679367, "loss_cls": 0.07084384560585022, "loss_rpn_cls": 0.006616542581468821, "loss_rpn_loc": 0.0366824846714735, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29145655849970353, "total_loss": 0.23497017423505895} +{"data_time": 0.003746758500710712, "eta_seconds": 2404.675842193392, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.052779608877169856, "fast_rcnn/fg_cls_accuracy": 0.9405102326885337, "iteration": 51759, "loss_box_reg": 0.12553629279136658, "loss_cls": 0.0680334996432066, "loss_rpn_cls": 0.005431795259937644, "loss_rpn_loc": 0.038769038394093513, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29148108450135624, "total_loss": 0.26543414406478405} +{"data_time": 0.003736933000254794, "eta_seconds": 2397.7341453290137, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.037457912457912454, "fast_rcnn/fg_cls_accuracy": 0.9525813692480359, "iteration": 51779, "loss_box_reg": 0.07919718697667122, "loss_cls": 0.037665996700525284, "loss_rpn_cls": 0.00691075436770916, "loss_rpn_loc": 0.04278726316988468, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2891447069996502, "total_loss": 0.1719219736987725} +{"data_time": 0.0037960109984851442, "eta_seconds": 2391.23744450917, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.07257335558336811, "fast_rcnn/fg_cls_accuracy": 0.9232359610510872, "iteration": 51799, "loss_box_reg": 0.10528164356946945, "loss_cls": 0.08265548944473267, "loss_rpn_cls": 0.007830012124031782, "loss_rpn_loc": 0.027953308075666428, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28989199649913644, "total_loss": 0.231078184209764} +{"data_time": 0.0038102715006971266, "eta_seconds": 2385.3476158383273, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0764367816091954, "fast_rcnn/fg_cls_accuracy": 0.9235632183908047, "iteration": 51819, "loss_box_reg": 0.1049548014998436, "loss_cls": 0.0655490793287754, "loss_rpn_cls": 0.006141488905996084, "loss_rpn_loc": 0.0367643516510725, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2915539229998103, "total_loss": 0.21460846078116447} +{"data_time": 0.003666844999315799, "eta_seconds": 2379.5728716091253, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.04356020942408377, "fast_rcnn/fg_cls_accuracy": 0.9450261780104712, "iteration": 51839, "loss_box_reg": 0.10185831785202026, "loss_cls": 0.051363108679652214, "loss_rpn_cls": 0.00920684915035963, "loss_rpn_loc": 0.022816834971308708, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2944372165002278, "total_loss": 0.1832331216428429} +{"data_time": 0.0038880199990671827, "eta_seconds": 2373.6661937047757, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.058141090831236954, "fast_rcnn/fg_cls_accuracy": 0.9285714285714286, "iteration": 51859, "loss_box_reg": 0.10117320716381073, "loss_cls": 0.08095996826887131, "loss_rpn_cls": 0.007629689294844866, "loss_rpn_loc": 0.025927096605300903, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2908209494999028, "total_loss": 0.2325691191945225} +{"data_time": 0.0038345225002558436, "eta_seconds": 2367.8695216474443, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.055792984189723324, "fast_rcnn/fg_cls_accuracy": 0.9360161219220353, "iteration": 51879, "loss_box_reg": 0.11928070709109306, "loss_cls": 0.06748877465724945, "loss_rpn_cls": 0.007925640093162656, "loss_rpn_loc": 0.02537647169083357, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29165822799950547, "total_loss": 0.22929980466142297} +{"data_time": 0.003826037000180804, "eta_seconds": 2362.037330707426, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05338541666666667, "fast_rcnn/fg_cls_accuracy": 0.9420572916666667, "iteration": 51899, "loss_box_reg": 0.12184478342533112, "loss_cls": 0.06257180869579315, "loss_rpn_cls": 0.005719624226912856, "loss_rpn_loc": 0.04395316168665886, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 198.25, "rpn/num_pos_anchors": 57.75, "time": 0.29310141550013213, "total_loss": 0.23965235147625208} +{"data_time": 0.003830237499641953, "eta_seconds": 2356.1698826946667, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05575102752522108, "fast_rcnn/fg_cls_accuracy": 0.9368351063829787, "iteration": 51919, "loss_box_reg": 0.09242521226406097, "loss_cls": 0.06911177560687065, "loss_rpn_cls": 0.008705336367711425, "loss_rpn_loc": 0.03232182189822197, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.29346241649909643, "total_loss": 0.22963816719129682} +{"data_time": 0.003891810501954751, "eta_seconds": 2350.8621666380714, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.07247165912771542, "fast_rcnn/fg_cls_accuracy": 0.9154491983682762, "iteration": 51939, "loss_box_reg": 0.12136639282107353, "loss_cls": 0.05939091555774212, "loss_rpn_cls": 0.007389264879748225, "loss_rpn_loc": 0.03960916958749294, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.29487415199946554, "total_loss": 0.22255661664530635} +{"data_time": 0.0038111965004645754, "eta_seconds": 2344.9909415885486, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06328340354709523, "fast_rcnn/fg_cls_accuracy": 0.9309694700161232, "iteration": 51959, "loss_box_reg": 0.11880175396800041, "loss_cls": 0.0596082117408514, "loss_rpn_cls": 0.007665960351005197, "loss_rpn_loc": 0.02800984587520361, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2921704820000741, "total_loss": 0.22587886219844222} +{"data_time": 0.0038528330023837043, "eta_seconds": 2340.070266690891, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.05147758152173913, "fast_rcnn/fg_cls_accuracy": 0.944595025510204, "iteration": 51979, "loss_box_reg": 0.10718054696917534, "loss_cls": 0.06939654797315598, "loss_rpn_cls": 0.007849683985114098, "loss_rpn_loc": 0.021999090909957886, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29275787899860006, "total_loss": 0.20110371569171548} +{"data_time": 0.0037871800013817847, "eta_seconds": 2335.280931991292, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.058827592558482224, "fast_rcnn/fg_cls_accuracy": 0.9309173590837637, "iteration": 51999, "loss_box_reg": 0.11798439174890518, "loss_cls": 0.061990246176719666, "loss_rpn_cls": 0.004618780687451363, "loss_rpn_loc": 0.020131989382207394, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.29304780699931143, "total_loss": 0.21356537053361535} +{"data_time": 0.0037810255016665906, "eta_seconds": 2329.7834916102147, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06193075096572988, "fast_rcnn/fg_cls_accuracy": 0.9332129438149885, "iteration": 52019, "loss_box_reg": 0.11416812613606453, "loss_cls": 0.07262079417705536, "loss_rpn_cls": 0.006188433151692152, "loss_rpn_loc": 0.03106866404414177, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29265557899998385, "total_loss": 0.21018967076088302} +{"data_time": 0.003932822499336908, "eta_seconds": 2324.0271834265877, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05195681511470985, "fast_rcnn/fg_cls_accuracy": 0.9428108533704803, "iteration": 52039, "loss_box_reg": 0.08798522502183914, "loss_cls": 0.041240107268095016, "loss_rpn_cls": 0.004491853062063456, "loss_rpn_loc": 0.021497015841305256, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29260630200042215, "total_loss": 0.16739850724115968} +{"data_time": 0.0037788699992233887, "eta_seconds": 2318.6474268061647, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05051664753157291, "fast_rcnn/fg_cls_accuracy": 0.9284509655114259, "iteration": 52059, "loss_box_reg": 0.12133205309510231, "loss_cls": 0.06492156535387039, "loss_rpn_cls": 0.005284546408802271, "loss_rpn_loc": 0.04235384427011013, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29307491350118653, "total_loss": 0.24774237407837063} +{"data_time": 0.003675160500279162, "eta_seconds": 2313.583347234089, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06626746506986028, "fast_rcnn/fg_cls_accuracy": 0.9263110307414105, "iteration": 52079, "loss_box_reg": 0.11556213349103928, "loss_cls": 0.06366313993930817, "loss_rpn_cls": 0.0068845683708786964, "loss_rpn_loc": 0.025967533700168133, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2935637760001555, "total_loss": 0.2246050710673444} +{"data_time": 0.003803151001193328, "eta_seconds": 2307.740965044104, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08503239329268292, "fast_rcnn/fg_cls_accuracy": 0.9106268825301205, "iteration": 52099, "loss_box_reg": 0.132041797041893, "loss_cls": 0.06584417819976807, "loss_rpn_cls": 0.01029038056731224, "loss_rpn_loc": 0.04054013825953007, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2916137560005154, "total_loss": 0.2687513530254364} +{"data_time": 0.0038354475000232924, "eta_seconds": 2302.0385474031355, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07401838645931781, "fast_rcnn/fg_cls_accuracy": 0.921475356391334, "iteration": 52119, "loss_box_reg": 0.12289856374263763, "loss_cls": 0.06497400812804699, "loss_rpn_cls": 0.004289562115445733, "loss_rpn_loc": 0.027461547404527664, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2924832114986202, "total_loss": 0.23311183787882328} +{"data_time": 0.0038409529988712166, "eta_seconds": 2296.9257210431897, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04481770833333333, "fast_rcnn/fg_cls_accuracy": 0.9341784989858013, "iteration": 52139, "loss_box_reg": 0.11546049267053604, "loss_cls": 0.07028328627347946, "loss_rpn_cls": 0.006322048604488373, "loss_rpn_loc": 0.04610958322882652, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.29543073299828393, "total_loss": 0.23125708615407348} +{"data_time": 0.003844827499051462, "eta_seconds": 2291.081126333156, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04620709686788982, "fast_rcnn/fg_cls_accuracy": 0.9376212023270847, "iteration": 52159, "loss_box_reg": 0.10950138792395592, "loss_cls": 0.05572834424674511, "loss_rpn_cls": 0.0038339761085808277, "loss_rpn_loc": 0.025722517631947994, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29326649799986626, "total_loss": 0.21921632293378934} +{"data_time": 0.0038122914993437007, "eta_seconds": 2284.206426470264, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08804726850058117, "fast_rcnn/fg_cls_accuracy": 0.9091437427353739, "iteration": 52179, "loss_box_reg": 0.13441872596740723, "loss_cls": 0.07492222264409065, "loss_rpn_cls": 0.011987231206148863, "loss_rpn_loc": 0.02696129772812128, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2906442409985175, "total_loss": 0.2838476737961173} +{"data_time": 0.0037844495018362068, "eta_seconds": 2278.1953544974385, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05580827427695843, "fast_rcnn/fg_cls_accuracy": 0.9357891230620154, "iteration": 52199, "loss_box_reg": 0.11134114861488342, "loss_cls": 0.06085899844765663, "loss_rpn_cls": 0.007631748449057341, "loss_rpn_loc": 0.03228174336254597, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.2907799975000671, "total_loss": 0.2106697615236044} +{"data_time": 0.003771559499000432, "eta_seconds": 2272.669201923818, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05643879173290938, "fast_rcnn/fg_cls_accuracy": 0.9388422035480859, "iteration": 52219, "loss_box_reg": 0.10735813155770302, "loss_cls": 0.05879371054470539, "loss_rpn_cls": 0.010038170963525772, "loss_rpn_loc": 0.04424954578280449, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.2929921444992942, "total_loss": 0.22691956162452698} +{"data_time": 0.0037765950019092998, "eta_seconds": 2266.680545960262, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.07224451013513514, "fast_rcnn/fg_cls_accuracy": 0.9076704545454546, "iteration": 52239, "loss_box_reg": 0.12191643193364143, "loss_cls": 0.07354367151856422, "loss_rpn_cls": 0.011088848114013672, "loss_rpn_loc": 0.04954849183559418, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.28990028649968735, "total_loss": 0.26001695450395346} +{"data_time": 0.0037872155007789843, "eta_seconds": 2261.029771525209, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05131767527567346, "fast_rcnn/fg_cls_accuracy": 0.9304144385026738, "iteration": 52259, "loss_box_reg": 0.10161054506897926, "loss_cls": 0.057270871475338936, "loss_rpn_cls": 0.007553604897111654, "loss_rpn_loc": 0.033268705010414124, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2941833545010013, "total_loss": 0.20606972859241068} +{"data_time": 0.0037981004988978384, "eta_seconds": 2255.3688261037314, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.054563492063492064, "fast_rcnn/fg_cls_accuracy": 0.9419191919191919, "iteration": 52279, "loss_box_reg": 0.08709662407636642, "loss_cls": 0.044356467202305794, "loss_rpn_cls": 0.007094290107488632, "loss_rpn_loc": 0.02839208021759987, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2909150135001255, "total_loss": 0.1584182595834136} +{"data_time": 0.003750658999706502, "eta_seconds": 2249.671131392097, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.053221619070096766, "fast_rcnn/fg_cls_accuracy": 0.9435676392572945, "iteration": 52299, "loss_box_reg": 0.10837414860725403, "loss_cls": 0.059347108006477356, "loss_rpn_cls": 0.003758218721486628, "loss_rpn_loc": 0.02311074547469616, "lr": 0.00025, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2903160410005512, "total_loss": 0.20466909790411592} +{"data_time": 0.003790645001572557, "eta_seconds": 2243.8278297521174, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.050671523876404494, "fast_rcnn/fg_cls_accuracy": 0.9362544082670384, "iteration": 52319, "loss_box_reg": 0.12130318582057953, "loss_cls": 0.06875398382544518, "loss_rpn_cls": 0.004893847508355975, "loss_rpn_loc": 0.02652757801115513, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2924349490003806, "total_loss": 0.22820287541253492} +{"data_time": 0.0038931104991206666, "eta_seconds": 2238.748731860942, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0567358993902439, "fast_rcnn/fg_cls_accuracy": 0.9293226381461676, "iteration": 52339, "loss_box_reg": 0.13359707593917847, "loss_cls": 0.07853203639388084, "loss_rpn_cls": 0.005450989818200469, "loss_rpn_loc": 0.03131193853914738, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2934529060003115, "total_loss": 0.2566030991729349} +{"data_time": 0.0037698945016018115, "eta_seconds": 2232.9034349109133, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.032953181272509, "fast_rcnn/fg_cls_accuracy": 0.9572979041916168, "iteration": 52359, "loss_box_reg": 0.0822034515440464, "loss_cls": 0.04128659516572952, "loss_rpn_cls": 0.00542902946472168, "loss_rpn_loc": 0.023121691308915615, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29086113599987584, "total_loss": 0.15538044017739594} +{"data_time": 0.003728167999724974, "eta_seconds": 2227.092012678222, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06735167611114903, "fast_rcnn/fg_cls_accuracy": 0.9253408648227504, "iteration": 52379, "loss_box_reg": 0.09203489869832993, "loss_cls": 0.054889559745788574, "loss_rpn_cls": 0.006224114913493395, "loss_rpn_loc": 0.023071088828146458, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29089860299973225, "total_loss": 0.19650516216643155} +{"data_time": 0.00398575899998832, "eta_seconds": 2221.371833016019, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06284740900125516, "fast_rcnn/fg_cls_accuracy": 0.9240384615384616, "iteration": 52399, "loss_box_reg": 0.11609217524528503, "loss_cls": 0.06676217913627625, "loss_rpn_cls": 0.006317926105111837, "loss_rpn_loc": 0.04900914430618286, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2924723060004908, "total_loss": 0.2681753821671009} +{"data_time": 0.0038456279999081744, "eta_seconds": 2215.6687391488595, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0462925762242757, "fast_rcnn/fg_cls_accuracy": 0.9460738359894647, "iteration": 52419, "loss_box_reg": 0.0999671071767807, "loss_cls": 0.060639774426817894, "loss_rpn_cls": 0.00776184257119894, "loss_rpn_loc": 0.02398865483701229, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2922317800021119, "total_loss": 0.23105563246645033} +{"data_time": 0.003977243499321048, "eta_seconds": 2209.932838270688, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08459274776796848, "fast_rcnn/fg_cls_accuracy": 0.9154072522320316, "iteration": 52439, "loss_box_reg": 0.10421232506632805, "loss_cls": 0.07053375244140625, "loss_rpn_cls": 0.005757290171459317, "loss_rpn_loc": 0.021860972978174686, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.2923874815005547, "total_loss": 0.25787224154919386} +{"data_time": 0.003921181500118109, "eta_seconds": 2203.9765558288127, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05335202991452992, "fast_rcnn/fg_cls_accuracy": 0.9358552631578947, "iteration": 52459, "loss_box_reg": 0.1318669095635414, "loss_cls": 0.061635205522179604, "loss_rpn_cls": 0.007583823055028915, "loss_rpn_loc": 0.03207576461136341, "lr": 0.00025, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29100169299999834, "total_loss": 0.24005562928505242} +{"data_time": 0.00402289150042634, "eta_seconds": 2197.9889716158505, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06114591802573055, "fast_rcnn/fg_cls_accuracy": 0.9215384615384616, "iteration": 52479, "loss_box_reg": 0.10066691786050797, "loss_cls": 0.05594003573060036, "loss_rpn_cls": 0.006371051073074341, "loss_rpn_loc": 0.04347383789718151, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 190.75, "rpn/num_pos_anchors": 65.25, "time": 0.2925799509994249, "total_loss": 0.23891713446937501} +{"data_time": 0.0036073219998797867, "eta_seconds": 2191.98060749477, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.0532317859445519, "fast_rcnn/fg_cls_accuracy": 0.9403812056737588, "iteration": 52499, "loss_box_reg": 0.08411414176225662, "loss_cls": 0.04658119007945061, "loss_rpn_cls": 0.008961216546595097, "loss_rpn_loc": 0.02748028375208378, "lr": 0.00025, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.28895314799956395, "total_loss": 0.17710028309375048} +{"data_time": 0.004033090999655542, "eta_seconds": 2186.5852740636183, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08644701086956522, "fast_rcnn/fg_cls_accuracy": 0.910658505698607, "iteration": 52519, "loss_box_reg": 0.12808794528245926, "loss_cls": 0.07485859096050262, "loss_rpn_cls": 0.00740789039991796, "loss_rpn_loc": 0.04677231051027775, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2941862105017208, "total_loss": 0.2399542040657252} +{"data_time": 0.0038535440016858047, "eta_seconds": 2180.633331084464, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.039230769230769236, "fast_rcnn/fg_cls_accuracy": 0.9494316525794229, "iteration": 52539, "loss_box_reg": 0.10107987374067307, "loss_cls": 0.05032925494015217, "loss_rpn_cls": 0.003059247159399092, "loss_rpn_loc": 0.01981860026717186, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29073360549955396, "total_loss": 0.1753727247705683} +{"data_time": 0.004090774500582484, "eta_seconds": 2174.8545392505184, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06633771929824561, "fast_rcnn/fg_cls_accuracy": 0.9124906074793364, "iteration": 52559, "loss_box_reg": 0.13115927577018738, "loss_cls": 0.07725933194160461, "loss_rpn_cls": 0.006360298255458474, "loss_rpn_loc": 0.02665596269071102, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2918058055001893, "total_loss": 0.2566919281380251} +{"data_time": 0.0037503194998862455, "eta_seconds": 2168.656251451939, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06130464480874317, "fast_rcnn/fg_cls_accuracy": 0.9326337405589782, "iteration": 52579, "loss_box_reg": 0.10977806895971298, "loss_cls": 0.06829208135604858, "loss_rpn_cls": 0.009408446960151196, "loss_rpn_loc": 0.03202315419912338, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29150004549956066, "total_loss": 0.22011083696270362} +{"data_time": 0.003776199500862276, "eta_seconds": 2162.7870961019653, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06129274574331092, "fast_rcnn/fg_cls_accuracy": 0.9290618398309968, "iteration": 52599, "loss_box_reg": 0.12479831278324127, "loss_cls": 0.06796355918049812, "loss_rpn_cls": 0.008453653194010258, "loss_rpn_loc": 0.029550758190453053, "lr": 0.00025, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2926078269993013, "total_loss": 0.23543260316364467} +{"data_time": 0.0038001354987500235, "eta_seconds": 2157.078521255098, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05043432308352875, "fast_rcnn/fg_cls_accuracy": 0.9403831462654992, "iteration": 52619, "loss_box_reg": 0.08887175470590591, "loss_cls": 0.051394641399383545, "loss_rpn_cls": 0.007077343994751573, "loss_rpn_loc": 0.025791378691792488, "lr": 0.00025, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2931663679992198, "total_loss": 0.18787569971755147} +{"data_time": 0.003687720500238356, "eta_seconds": 2150.8163659175625, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06214936886395512, "fast_rcnn/fg_cls_accuracy": 0.9306888763410504, "iteration": 52639, "loss_box_reg": 0.09792430698871613, "loss_cls": 0.06297343783080578, "loss_rpn_cls": 0.006332311546429992, "loss_rpn_loc": 0.019848620519042015, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.29090036250090634, "total_loss": 0.19454314396716654} +{"data_time": 0.003798706500674598, "eta_seconds": 2144.920376236878, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.08875728520398571, "fast_rcnn/fg_cls_accuracy": 0.9101851851851852, "iteration": 52659, "loss_box_reg": 0.12561680004000664, "loss_cls": 0.08343761786818504, "loss_rpn_cls": 0.010822446085512638, "loss_rpn_loc": 0.033394819125533104, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2922434650008654, "total_loss": 0.26505156117491424} +{"data_time": 0.0038956005009822547, "eta_seconds": 2138.648400232487, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.05420054200542006, "fast_rcnn/fg_cls_accuracy": 0.9437669376693767, "iteration": 52679, "loss_box_reg": 0.10553698614239693, "loss_cls": 0.04214607924222946, "loss_rpn_cls": 0.006252589402720332, "loss_rpn_loc": 0.0301309609785676, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2910912164988986, "total_loss": 0.19917601032648236} +{"data_time": 0.0035751904997596284, "eta_seconds": 2132.7284084518396, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.07477678571428571, "fast_rcnn/fg_cls_accuracy": 0.9134070889261745, "iteration": 52699, "loss_box_reg": 0.11169251799583435, "loss_cls": 0.07049262523651123, "loss_rpn_cls": 0.010122668463736773, "loss_rpn_loc": 0.046200018376111984, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29163539150067663, "total_loss": 0.25879939179867506} +{"data_time": 0.003980724501161603, "eta_seconds": 2126.653325155494, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06311568577923718, "fast_rcnn/fg_cls_accuracy": 0.8955590205590205, "iteration": 52719, "loss_box_reg": 0.11086392030119896, "loss_cls": 0.06463590264320374, "loss_rpn_cls": 0.005812383256852627, "loss_rpn_loc": 0.02521361969411373, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2903740179990564, "total_loss": 0.205170932225883} +{"data_time": 0.0039298125011555385, "eta_seconds": 2120.9002088932903, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.09154731322799732, "fast_rcnn/fg_cls_accuracy": 0.8939559264013692, "iteration": 52739, "loss_box_reg": 0.1331094205379486, "loss_cls": 0.08499336615204811, "loss_rpn_cls": 0.007568835746496916, "loss_rpn_loc": 0.022308070212602615, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2944197209999402, "total_loss": 0.24658923549577594} +{"data_time": 0.003788354999414878, "eta_seconds": 2115.1991338618245, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.043353445936071155, "fast_rcnn/fg_cls_accuracy": 0.9484969053934571, "iteration": 52759, "loss_box_reg": 0.09776942059397697, "loss_cls": 0.06189441308379173, "loss_rpn_cls": 0.00707956962287426, "loss_rpn_loc": 0.024404925294220448, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29245044449999114, "total_loss": 0.20668698544614017} +{"data_time": 0.0037147769980947487, "eta_seconds": 2109.904098087609, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.03827519379844961, "fast_rcnn/fg_cls_accuracy": 0.9451951951951951, "iteration": 52779, "loss_box_reg": 0.10871945321559906, "loss_cls": 0.057294679805636406, "loss_rpn_cls": 0.004409844754263759, "loss_rpn_loc": 0.02676200307905674, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2924417145004554, "total_loss": 0.21404616720974445} +{"data_time": 0.0038032859993109014, "eta_seconds": 2104.3013831949793, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0448004371761658, "fast_rcnn/fg_cls_accuracy": 0.9436199898528665, "iteration": 52799, "loss_box_reg": 0.11842948198318481, "loss_cls": 0.05514755845069885, "loss_rpn_cls": 0.005769742652773857, "loss_rpn_loc": 0.026558750309050083, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29246640549899894, "total_loss": 0.2177865814883262} +{"data_time": 0.0037806849995831726, "eta_seconds": 2098.62110875496, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04779114711855524, "fast_rcnn/fg_cls_accuracy": 0.946031746031746, "iteration": 52819, "loss_box_reg": 0.1107947900891304, "loss_cls": 0.05797987058758736, "loss_rpn_cls": 0.005504469387233257, "loss_rpn_loc": 0.023072674870491028, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29758274700179754, "total_loss": 0.19497162791958544} +{"data_time": 0.003741849001016817, "eta_seconds": 2092.610819955007, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.064453125, "fast_rcnn/fg_cls_accuracy": 0.931640625, "iteration": 52839, "loss_box_reg": 0.11159010976552963, "loss_cls": 0.06112438440322876, "loss_rpn_cls": 0.011686109472066164, "loss_rpn_loc": 0.03363773226737976, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2920908230007626, "total_loss": 0.2313363184221089} +{"data_time": 0.0037531390007643495, "eta_seconds": 2086.765538335021, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.03800908090258669, "fast_rcnn/fg_cls_accuracy": 0.9545127096840589, "iteration": 52859, "loss_box_reg": 0.09346888959407806, "loss_cls": 0.044372713193297386, "loss_rpn_cls": 0.005193393677473068, "loss_rpn_loc": 0.03260248899459839, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2893972535002831, "total_loss": 0.16014944633934647} +{"data_time": 0.0038102660000731703, "eta_seconds": 2080.9520546549174, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05378537243439437, "fast_rcnn/fg_cls_accuracy": 0.9288427027252619, "iteration": 52879, "loss_box_reg": 0.10035615414381027, "loss_cls": 0.06295101158320904, "loss_rpn_cls": 0.00394188123755157, "loss_rpn_loc": 0.023545008152723312, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2925128119986766, "total_loss": 0.20806318428367376} +{"data_time": 0.0037630490005540196, "eta_seconds": 2075.074975095049, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.03990049751243781, "fast_rcnn/fg_cls_accuracy": 0.9510337643960536, "iteration": 52899, "loss_box_reg": 0.12544849887490273, "loss_cls": 0.07045470550656319, "loss_rpn_cls": 0.006515986053273082, "loss_rpn_loc": 0.030055667273700237, "lr": 0.00025, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.29138039999998, "total_loss": 0.25023208325728774} +{"data_time": 0.0037691649995394982, "eta_seconds": 2069.1899746765557, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05556031895738661, "fast_rcnn/fg_cls_accuracy": 0.9444396810426134, "iteration": 52919, "loss_box_reg": 0.11924292892217636, "loss_cls": 0.06513997912406921, "loss_rpn_cls": 0.008713025599718094, "loss_rpn_loc": 0.041506316512823105, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.29141190650079807, "total_loss": 0.20655659370822832} +{"data_time": 0.003776175000894, "eta_seconds": 2063.147220567662, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.049783549783549784, "fast_rcnn/fg_cls_accuracy": 0.9402872260015117, "iteration": 52939, "loss_box_reg": 0.13255329430103302, "loss_cls": 0.05224109627306461, "loss_rpn_cls": 0.005921045551076531, "loss_rpn_loc": 0.0330131221562624, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2922298600005888, "total_loss": 0.22250887379050255} +{"data_time": 0.0038304375011648517, "eta_seconds": 2057.3026108776685, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06809200664976972, "fast_rcnn/fg_cls_accuracy": 0.9319079933502303, "iteration": 52959, "loss_box_reg": 0.12144964188337326, "loss_cls": 0.06730035319924355, "loss_rpn_cls": 0.0055855256505310535, "loss_rpn_loc": 0.027679710648953915, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2923996730005456, "total_loss": 0.2113872382324189} +{"data_time": 0.004211470499285497, "eta_seconds": 2051.3524133701867, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05844422846889952, "fast_rcnn/fg_cls_accuracy": 0.9287293992557151, "iteration": 52979, "loss_box_reg": 0.1312277615070343, "loss_cls": 0.07887991890311241, "loss_rpn_cls": 0.006538229528814554, "loss_rpn_loc": 0.025165033526718616, "lr": 0.00025, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.292142831000092, "total_loss": 0.27329745749011636} +{"data_time": 0.0043496459984453395, "eta_seconds": 2045.598691513078, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06216374269005848, "fast_rcnn/fg_cls_accuracy": 0.9352275616577677, "iteration": 52999, "loss_box_reg": 0.10372388735413551, "loss_cls": 0.05428270809352398, "loss_rpn_cls": 0.007001315709203482, "loss_rpn_loc": 0.03519158251583576, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2939483289992495, "total_loss": 0.1937639636453241} +{"data_time": 0.00376627899822779, "eta_seconds": 2039.7541238230406, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05006673394316221, "fast_rcnn/fg_cls_accuracy": 0.9499332660568378, "iteration": 53019, "loss_box_reg": 0.09880125522613525, "loss_cls": 0.047551823779940605, "loss_rpn_cls": 0.006232027662917972, "loss_rpn_loc": 0.025385883636772633, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2928946954998537, "total_loss": 0.18441033083945513} +{"data_time": 0.003798845998971956, "eta_seconds": 2033.6958040762693, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.08573285667858303, "fast_rcnn/fg_cls_accuracy": 0.9113259668508287, "iteration": 53039, "loss_box_reg": 0.12005700170993805, "loss_cls": 0.07039021328091621, "loss_rpn_cls": 0.00988893210887909, "loss_rpn_loc": 0.02508884947746992, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.29195016200173995, "total_loss": 0.22744052566122264} +{"data_time": 0.003998085501734749, "eta_seconds": 2027.5816972434404, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04680083069620253, "fast_rcnn/fg_cls_accuracy": 0.9465368470149254, "iteration": 53059, "loss_box_reg": 0.09296303987503052, "loss_cls": 0.05385504476726055, "loss_rpn_cls": 0.007129225414246321, "loss_rpn_loc": 0.02355499006807804, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29320570999880147, "total_loss": 0.17181322281248868} +{"data_time": 0.0037182064988883212, "eta_seconds": 2021.615135263928, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05035589883386339, "fast_rcnn/fg_cls_accuracy": 0.9440679733110926, "iteration": 53079, "loss_box_reg": 0.09680323302745819, "loss_cls": 0.05082210153341293, "loss_rpn_cls": 0.0066813945304602385, "loss_rpn_loc": 0.025390037335455418, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.2939841705010622, "total_loss": 0.2230904446914792} +{"data_time": 0.0037085964977450203, "eta_seconds": 2015.639830058717, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.06614970147080239, "fast_rcnn/fg_cls_accuracy": 0.928146502293578, "iteration": 53099, "loss_box_reg": 0.10695262998342514, "loss_cls": 0.05125480704009533, "loss_rpn_cls": 0.007000866811722517, "loss_rpn_loc": 0.03836286999285221, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.28834487550011545, "total_loss": 0.2178472583182156} +{"data_time": 0.0037546840012510074, "eta_seconds": 2009.4427867981722, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.059027777777777776, "fast_rcnn/fg_cls_accuracy": 0.9060043974550898, "iteration": 53119, "loss_box_reg": 0.10981247201561928, "loss_cls": 0.07369450852274895, "loss_rpn_cls": 0.00757211004383862, "loss_rpn_loc": 0.03541505429893732, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29268413049976516, "total_loss": 0.2388722684700042} +{"data_time": 0.004138586498811492, "eta_seconds": 2003.002306414055, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06330128205128205, "fast_rcnn/fg_cls_accuracy": 0.9200018274853801, "iteration": 53139, "loss_box_reg": 0.13301683962345123, "loss_cls": 0.07192547619342804, "loss_rpn_cls": 0.0066976058296859264, "loss_rpn_loc": 0.025519422255456448, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.28954609500033257, "total_loss": 0.23540606361348182} +{"data_time": 0.0038045265009714058, "eta_seconds": 1996.9580514628615, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.055078360458107295, "fast_rcnn/fg_cls_accuracy": 0.9395272943037974, "iteration": 53159, "loss_box_reg": 0.11060640215873718, "loss_cls": 0.06568827107548714, "loss_rpn_cls": 0.008443152997642756, "loss_rpn_loc": 0.04969595931470394, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.29175825800120947, "total_loss": 0.24214783776551485} +{"data_time": 0.003939846999855945, "eta_seconds": 1991.1823233592077, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0598817951549003, "fast_rcnn/fg_cls_accuracy": 0.9187144886363636, "iteration": 53179, "loss_box_reg": 0.11033040285110474, "loss_cls": 0.06897548586130142, "loss_rpn_cls": 0.007073995657265186, "loss_rpn_loc": 0.02274533547461033, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2913125375016534, "total_loss": 0.20251961424946785} +{"data_time": 0.003934711998226703, "eta_seconds": 1986.0516016073234, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0696994753649635, "fast_rcnn/fg_cls_accuracy": 0.9254919537286037, "iteration": 53199, "loss_box_reg": 0.10935617983341217, "loss_cls": 0.0666542761027813, "loss_rpn_cls": 0.008249527309089899, "loss_rpn_loc": 0.04180040955543518, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2975800230015011, "total_loss": 0.22709058853797615} +{"data_time": 0.0037832594989595236, "eta_seconds": 1980.3401849331203, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.04735134146898853, "fast_rcnn/fg_cls_accuracy": 0.9459235543572893, "iteration": 53219, "loss_box_reg": 0.10331964120268822, "loss_cls": 0.05735021084547043, "loss_rpn_cls": 0.005439877277240157, "loss_rpn_loc": 0.02034807112067938, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29294908299925737, "total_loss": 0.1983967460691929} +{"data_time": 0.0037646945002052234, "eta_seconds": 1974.5582690525043, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.07991066443327749, "fast_rcnn/fg_cls_accuracy": 0.9098735861610113, "iteration": 53239, "loss_box_reg": 0.11780961975455284, "loss_cls": 0.0779620073735714, "loss_rpn_cls": 0.005941562121734023, "loss_rpn_loc": 0.04068049043416977, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29184381200138887, "total_loss": 0.23498887638561428} +{"data_time": 0.003720897499079001, "eta_seconds": 1968.8338319370814, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04035014298667783, "fast_rcnn/fg_cls_accuracy": 0.9482604817127565, "iteration": 53259, "loss_box_reg": 0.11696738377213478, "loss_cls": 0.06453637592494488, "loss_rpn_cls": 0.00575819262303412, "loss_rpn_loc": 0.03004277590662241, "lr": 0.00025, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29615129100056947, "total_loss": 0.23513986682519317} +{"data_time": 0.0038821349990030285, "eta_seconds": 1963.078185612685, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04489750445632798, "fast_rcnn/fg_cls_accuracy": 0.9444676118988046, "iteration": 53279, "loss_box_reg": 0.09032116085290909, "loss_cls": 0.047347938641905785, "loss_rpn_cls": 0.004570033401250839, "loss_rpn_loc": 0.022259678691625595, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29183444649788726, "total_loss": 0.18794258031994104} +{"data_time": 0.003898645500157727, "eta_seconds": 1957.3907022064304, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06978867286559595, "fast_rcnn/fg_cls_accuracy": 0.9072534403669725, "iteration": 53299, "loss_box_reg": 0.11025912314653397, "loss_cls": 0.06540834903717041, "loss_rpn_cls": 0.007303222082555294, "loss_rpn_loc": 0.019135660491883755, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.2936201134998555, "total_loss": 0.21538667590357363} +{"data_time": 0.003742659000636195, "eta_seconds": 1951.475126599762, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06930538172715894, "fast_rcnn/fg_cls_accuracy": 0.9253754693366708, "iteration": 53319, "loss_box_reg": 0.10728311911225319, "loss_cls": 0.059703169390559196, "loss_rpn_cls": 0.005624318495392799, "loss_rpn_loc": 0.026310425251722336, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29083814449950296, "total_loss": 0.2735743583762087} +{"data_time": 0.003851803501675022, "eta_seconds": 1945.4648843769974, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.045351707116412995, "fast_rcnn/fg_cls_accuracy": 0.9407741801577418, "iteration": 53339, "loss_box_reg": 0.11747986078262329, "loss_cls": 0.06864191964268684, "loss_rpn_cls": 0.00555894011631608, "loss_rpn_loc": 0.023582104593515396, "lr": 0.00025, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2916757889997825, "total_loss": 0.20447741984389722} +{"data_time": 0.0036237180011085, "eta_seconds": 1939.4482047132624, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.0546875, "fast_rcnn/fg_cls_accuracy": 0.9402462722081218, "iteration": 53359, "loss_box_reg": 0.1138368584215641, "loss_cls": 0.06346266716718674, "loss_rpn_cls": 0.008558046072721481, "loss_rpn_loc": 0.027414176613092422, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29012685749876255, "total_loss": 0.20760757441166788} +{"data_time": 0.0037968259985063924, "eta_seconds": 1933.7804105969553, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05363339457032047, "fast_rcnn/fg_cls_accuracy": 0.9301011006524229, "iteration": 53379, "loss_box_reg": 0.11541223526000977, "loss_cls": 0.062059929594397545, "loss_rpn_cls": 0.006204336183145642, "loss_rpn_loc": 0.030836221762001514, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.29182595549900725, "total_loss": 0.21208458789624274} +{"data_time": 0.003697981499499292, "eta_seconds": 1927.8197300929605, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.06567065746753246, "fast_rcnn/fg_cls_accuracy": 0.9311014187116564, "iteration": 53399, "loss_box_reg": 0.12173833698034286, "loss_cls": 0.07550138980150223, "loss_rpn_cls": 0.007655034773051739, "loss_rpn_loc": 0.031870946288108826, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29212557949904294, "total_loss": 0.2624298094306141} +{"data_time": 0.00382000149875239, "eta_seconds": 1922.2910074866377, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.08769594794439514, "fast_rcnn/fg_cls_accuracy": 0.9103277674706246, "iteration": 53419, "loss_box_reg": 0.10685134306550026, "loss_cls": 0.07526429370045662, "loss_rpn_cls": 0.008355559315532446, "loss_rpn_loc": 0.043401869013905525, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29497497150077834, "total_loss": 0.25104934666887857} +{"data_time": 0.0035864810015482362, "eta_seconds": 1916.338228812383, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0664261341388376, "fast_rcnn/fg_cls_accuracy": 0.92138947740113, "iteration": 53439, "loss_box_reg": 0.12384483590722084, "loss_cls": 0.07908932864665985, "loss_rpn_cls": 0.005900844233110547, "loss_rpn_loc": 0.028720876201987267, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2890955144994223, "total_loss": 0.23512430023401976} +{"data_time": 0.0038409879998653196, "eta_seconds": 1910.9727814164944, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.04300176056338028, "fast_rcnn/fg_cls_accuracy": 0.9519146126760563, "iteration": 53459, "loss_box_reg": 0.09935364872217178, "loss_cls": 0.059663813561201096, "loss_rpn_cls": 0.003655441803857684, "loss_rpn_loc": 0.033103518187999725, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2945676729978004, "total_loss": 0.20967909647151828} +{"data_time": 0.003839567498289398, "eta_seconds": 1904.9852510338678, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05413961038961039, "fast_rcnn/fg_cls_accuracy": 0.9454851752021562, "iteration": 53479, "loss_box_reg": 0.08885711804032326, "loss_cls": 0.05938209034502506, "loss_rpn_cls": 0.006550055695697665, "loss_rpn_loc": 0.01926710270345211, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.29216791699946043, "total_loss": 0.1705614518141374} +{"data_time": 0.003819811501671211, "eta_seconds": 1899.702684757358, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05949858757062147, "fast_rcnn/fg_cls_accuracy": 0.9278437652920504, "iteration": 53499, "loss_box_reg": 0.1352146416902542, "loss_cls": 0.07738448306918144, "loss_rpn_cls": 0.01011670846492052, "loss_rpn_loc": 0.030601410195231438, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29471081900010176, "total_loss": 0.27007151767611504} +{"data_time": 0.0038185614994290518, "eta_seconds": 1893.5773606819566, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04608270623813207, "fast_rcnn/fg_cls_accuracy": 0.9359622744669218, "iteration": 53519, "loss_box_reg": 0.11230485886335373, "loss_cls": 0.06338212639093399, "loss_rpn_cls": 0.006473602494224906, "loss_rpn_loc": 0.021326934918761253, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2918187899995246, "total_loss": 0.22194073349237442} +{"data_time": 0.0037483484993572347, "eta_seconds": 1887.313069953634, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.049431183696259075, "fast_rcnn/fg_cls_accuracy": 0.9505688163037409, "iteration": 53539, "loss_box_reg": 0.09158429875969887, "loss_cls": 0.0476973969489336, "loss_rpn_cls": 0.007144058821722865, "loss_rpn_loc": 0.039387673139572144, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2906128494996665, "total_loss": 0.1914802161627449} +{"data_time": 0.0038333020002028206, "eta_seconds": 1881.611198873943, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0720619282195637, "fast_rcnn/fg_cls_accuracy": 0.9238564391273751, "iteration": 53559, "loss_box_reg": 0.13497822731733322, "loss_cls": 0.08488817512989044, "loss_rpn_cls": 0.010388683527708054, "loss_rpn_loc": 0.0477487426251173, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2939151374994253, "total_loss": 0.27042936836369336} +{"data_time": 0.0037676639985875227, "eta_seconds": 1875.6764865264631, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.045531249999999995, "fast_rcnn/fg_cls_accuracy": 0.9375324675324674, "iteration": 53579, "loss_box_reg": 0.10618981719017029, "loss_cls": 0.062415823340415955, "loss_rpn_cls": 0.00649271672591567, "loss_rpn_loc": 0.049550315365195274, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2904306410000572, "total_loss": 0.23951055645011365} +{"data_time": 0.0037591444997815415, "eta_seconds": 1869.75085119484, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07042384105960264, "fast_rcnn/fg_cls_accuracy": 0.9176423841059602, "iteration": 53599, "loss_box_reg": 0.09270935505628586, "loss_cls": 0.062131352722644806, "loss_rpn_cls": 0.009184984490275383, "loss_rpn_loc": 0.03468366712331772, "lr": 0.00025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2919939590010472, "total_loss": 0.2312525065499358} +{"data_time": 0.003740712998478557, "eta_seconds": 1863.907879784856, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.058102025506376595, "fast_rcnn/fg_cls_accuracy": 0.9187641723356009, "iteration": 53619, "loss_box_reg": 0.1098485179245472, "loss_cls": 0.06017378158867359, "loss_rpn_cls": 0.005451360484585166, "loss_rpn_loc": 0.029609650373458862, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2931064550011797, "total_loss": 0.21102870907634497} +{"data_time": 0.0036729405001096893, "eta_seconds": 1858.5111132619204, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08028264070680628, "fast_rcnn/fg_cls_accuracy": 0.9138579842931938, "iteration": 53639, "loss_box_reg": 0.13227882236242294, "loss_cls": 0.07084640488028526, "loss_rpn_cls": 0.007918274495750666, "loss_rpn_loc": 0.04678274132311344, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2924891065013071, "total_loss": 0.271671776776202} +{"data_time": 0.0037137170002097264, "eta_seconds": 1852.75823440159, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.05802298361353479, "fast_rcnn/fg_cls_accuracy": 0.9294598436389481, "iteration": 53659, "loss_box_reg": 0.10691509395837784, "loss_cls": 0.06802929565310478, "loss_rpn_cls": 0.005846037063747644, "loss_rpn_loc": 0.02047183271497488, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29336578250149614, "total_loss": 0.22083834558725357} +{"data_time": 0.0037529134988290025, "eta_seconds": 1846.8223641219083, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.050669027941755214, "fast_rcnn/fg_cls_accuracy": 0.9426747311827957, "iteration": 53679, "loss_box_reg": 0.10717993602156639, "loss_cls": 0.04923947714269161, "loss_rpn_cls": 0.005060015711933374, "loss_rpn_loc": 0.02824827190488577, "lr": 0.00025, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2909881720006524, "total_loss": 0.1962680775905028} +{"data_time": 0.0036851654986094218, "eta_seconds": 1840.9779895519023, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.087890625, "fast_rcnn/fg_cls_accuracy": 0.90234375, "iteration": 53699, "loss_box_reg": 0.12055138498544693, "loss_cls": 0.0895363911986351, "loss_rpn_cls": 0.008970040129497647, "loss_rpn_loc": 0.04684280790388584, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.29158920500231034, "total_loss": 0.29764175438322127} +{"data_time": 0.003679590499814367, "eta_seconds": 1835.1833588641603, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05858966310943712, "fast_rcnn/fg_cls_accuracy": 0.930073711158192, "iteration": 53719, "loss_box_reg": 0.11522848531603813, "loss_cls": 0.06973662599921227, "loss_rpn_cls": 0.0077324737794697285, "loss_rpn_loc": 0.05416638217866421, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 188.25, "rpn/num_pos_anchors": 67.75, "time": 0.29091456350033695, "total_loss": 0.23076444771140814} +{"data_time": 0.0037095319985382957, "eta_seconds": 1828.85180412919, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08670809943865276, "fast_rcnn/fg_cls_accuracy": 0.913036902601331, "iteration": 53739, "loss_box_reg": 0.10881853476166725, "loss_cls": 0.07926107943058014, "loss_rpn_cls": 0.0055115127470344305, "loss_rpn_loc": 0.03591287136077881, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2912658545010345, "total_loss": 0.2373559161205776} +{"data_time": 0.0037304030011000577, "eta_seconds": 1822.9629007168114, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0948802642444261, "fast_rcnn/fg_cls_accuracy": 0.8971354166666667, "iteration": 53759, "loss_box_reg": 0.10961539298295975, "loss_cls": 0.06483317911624908, "loss_rpn_cls": 0.008761026430875063, "loss_rpn_loc": 0.0380750335752964, "lr": 0.00025, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2913226625005336, "total_loss": 0.25257383449934423} +{"data_time": 0.0037429785006679595, "eta_seconds": 1817.0854845991198, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0622282446840193, "fast_rcnn/fg_cls_accuracy": 0.9322770861873846, "iteration": 53779, "loss_box_reg": 0.11330375075340271, "loss_cls": 0.06515166535973549, "loss_rpn_cls": 0.009552708826959133, "loss_rpn_loc": 0.03316821716725826, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.291387395498532, "total_loss": 0.2526030424050987} +{"data_time": 0.003798495999944862, "eta_seconds": 1811.2076430068555, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05555555555555555, "fast_rcnn/fg_cls_accuracy": 0.9436507936507936, "iteration": 53799, "loss_box_reg": 0.1019999124109745, "loss_cls": 0.05419891141355038, "loss_rpn_cls": 0.01136414660140872, "loss_rpn_loc": 0.027239029295742512, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2918619675001537, "total_loss": 0.22848472883924842} +{"data_time": 0.003734397500011255, "eta_seconds": 1805.1545376329523, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.057460560911481155, "fast_rcnn/fg_cls_accuracy": 0.9372398115687992, "iteration": 53819, "loss_box_reg": 0.12379433959722519, "loss_cls": 0.06322033330798149, "loss_rpn_cls": 0.00672739720903337, "loss_rpn_loc": 0.023043787106871605, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2919645619986113, "total_loss": 0.2266566390171647} +{"data_time": 0.003763579501537606, "eta_seconds": 1799.488336811628, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.043324979114452794, "fast_rcnn/fg_cls_accuracy": 0.95375104427736, "iteration": 53839, "loss_box_reg": 0.11220715567469597, "loss_cls": 0.05045866779983044, "loss_rpn_cls": 0.006774587323889136, "loss_rpn_loc": 0.025017376989126205, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2931424065009196, "total_loss": 0.1920263534411788} +{"data_time": 0.0037742700005765073, "eta_seconds": 1793.7146101991311, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0442251461988304, "fast_rcnn/fg_cls_accuracy": 0.9502923976608186, "iteration": 53859, "loss_box_reg": 0.08995180204510689, "loss_cls": 0.04585145227611065, "loss_rpn_cls": 0.006155344424769282, "loss_rpn_loc": 0.02456845622509718, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.29211573399879853, "total_loss": 0.17495940395747311} +{"data_time": 0.0037933154999336693, "eta_seconds": 1787.8393638008129, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05515438247011952, "fast_rcnn/fg_cls_accuracy": 0.9204610130904951, "iteration": 53879, "loss_box_reg": 0.12171822041273117, "loss_cls": 0.07626495882868767, "loss_rpn_cls": 0.00987712200731039, "loss_rpn_loc": 0.03425987809896469, "lr": 0.00025, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.29168030450091464, "total_loss": 0.2455117393110413} +{"data_time": 0.003752858499865397, "eta_seconds": 1781.9075969518963, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05464594414893617, "fast_rcnn/fg_cls_accuracy": 0.9394946808510638, "iteration": 53899, "loss_box_reg": 0.0941946879029274, "loss_cls": 0.05295325815677643, "loss_rpn_cls": 0.006894666235893965, "loss_rpn_loc": 0.02858036197721958, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2899235224995209, "total_loss": 0.21297988595324568} +{"data_time": 0.003742777998922975, "eta_seconds": 1776.1296672024764, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.056323766731006544, "fast_rcnn/fg_cls_accuracy": 0.9374923904838435, "iteration": 53919, "loss_box_reg": 0.10276677832007408, "loss_cls": 0.04883420653641224, "loss_rpn_cls": 0.0054659906309098005, "loss_rpn_loc": 0.028312725946307182, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29279626100105816, "total_loss": 0.1921700364910066} +{"data_time": 0.003752223999981652, "eta_seconds": 1770.3437357991425, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.057549615590917216, "fast_rcnn/fg_cls_accuracy": 0.9263865546218488, "iteration": 53939, "loss_box_reg": 0.11377003416419029, "loss_cls": 0.06268185377120972, "loss_rpn_cls": 0.007905054837465286, "loss_rpn_loc": 0.02875124290585518, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2935554659998161, "total_loss": 0.24229261837899685} +{"data_time": 0.0037279280004440807, "eta_seconds": 1764.2836919584806, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.051728305535412133, "fast_rcnn/fg_cls_accuracy": 0.9482716944645879, "iteration": 53959, "loss_box_reg": 0.10829037800431252, "loss_cls": 0.05900205858051777, "loss_rpn_cls": 0.0064655093010514975, "loss_rpn_loc": 0.02261645346879959, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29144077800083323, "total_loss": 0.20305256475694478} +{"data_time": 0.0037597640002786648, "eta_seconds": 1758.208586556284, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.027418153442343843, "fast_rcnn/fg_cls_accuracy": 0.953757123759938, "iteration": 53979, "loss_box_reg": 0.11118543520569801, "loss_cls": 0.06935860589146614, "loss_rpn_cls": 0.006266792770475149, "loss_rpn_loc": 0.021482198499143124, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.28963966450101, "total_loss": 0.22212731768377125} +{"data_time": 0.003805226000622497, "eta_seconds": 1752.1372770061134, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06252713851498046, "fast_rcnn/fg_cls_accuracy": 0.9156850025947068, "iteration": 53999, "loss_box_reg": 0.10433439165353775, "loss_cls": 0.06982376426458359, "loss_rpn_cls": 0.008489084895700216, "loss_rpn_loc": 0.03603659197688103, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29111964799994894, "total_loss": 0.21016641077585518} +{"data_time": 0.003902875498170033, "eta_seconds": 1746.1603498298791, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.045704793545325105, "fast_rcnn/fg_cls_accuracy": 0.9407814407814408, "iteration": 54019, "loss_box_reg": 0.11527761816978455, "loss_cls": 0.06401054188609123, "loss_rpn_cls": 0.007177990395575762, "loss_rpn_loc": 0.02871433924883604, "lr": 0.00025, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29279370050062425, "total_loss": 0.22169758297968656} +{"data_time": 0.003772179499719641, "eta_seconds": 1740.3203486598795, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07348748518957346, "fast_rcnn/fg_cls_accuracy": 0.9014642726608186, "iteration": 54039, "loss_box_reg": 0.11011695116758347, "loss_cls": 0.07023630291223526, "loss_rpn_cls": 0.009973868262022734, "loss_rpn_loc": 0.031190410256385803, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29159672549940296, "total_loss": 0.28384359320625663} +{"data_time": 0.0035641700014821254, "eta_seconds": 1734.3269143258294, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04777983757062147, "fast_rcnn/fg_cls_accuracy": 0.9522201624293785, "iteration": 54059, "loss_box_reg": 0.08663493394851685, "loss_cls": 0.05353607423603535, "loss_rpn_cls": 0.008184139616787434, "loss_rpn_loc": 0.03336363658308983, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.29135064850015624, "total_loss": 0.18548157496843487} +{"data_time": 0.0037494385014724685, "eta_seconds": 1728.4874297658098, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06694345960067177, "fast_rcnn/fg_cls_accuracy": 0.9330565403993283, "iteration": 54079, "loss_box_reg": 0.11189593374729156, "loss_cls": 0.062436604872345924, "loss_rpn_cls": 0.004704818595200777, "loss_rpn_loc": 0.03941131662577391, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2921792020006251, "total_loss": 0.2432401790865697} +{"data_time": 0.003631173500252771, "eta_seconds": 1723.0266809441673, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.08203685313913714, "fast_rcnn/fg_cls_accuracy": 0.914019282440335, "iteration": 54099, "loss_box_reg": 0.10795239359140396, "loss_cls": 0.07087763398885727, "loss_rpn_cls": 0.0046378925908356905, "loss_rpn_loc": 0.045154448598623276, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2921068739997281, "total_loss": 0.25645569432526827} +{"data_time": 0.003849913000522065, "eta_seconds": 1716.734399109555, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06519708574631047, "fast_rcnn/fg_cls_accuracy": 0.9332388007871282, "iteration": 54119, "loss_box_reg": 0.13436951488256454, "loss_cls": 0.07007569074630737, "loss_rpn_cls": 0.006623221328482032, "loss_rpn_loc": 0.02002591360360384, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29048089849857206, "total_loss": 0.24290371628012508} +{"data_time": 0.00388073549947876, "eta_seconds": 1711.3451441242069, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.05939833113746157, "fast_rcnn/fg_cls_accuracy": 0.933882836852084, "iteration": 54139, "loss_box_reg": 0.11385082826018333, "loss_cls": 0.05313953384757042, "loss_rpn_cls": 0.006871623918414116, "loss_rpn_loc": 0.02864534594118595, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2943184320010914, "total_loss": 0.21457529556937516} +{"data_time": 0.0037620895000145538, "eta_seconds": 1705.4247706795286, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05890213815789473, "fast_rcnn/fg_cls_accuracy": 0.9259370015948963, "iteration": 54159, "loss_box_reg": 0.10712061077356339, "loss_cls": 0.06029780954122543, "loss_rpn_cls": 0.006035208934918046, "loss_rpn_loc": 0.02037985809147358, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.2905836530007946, "total_loss": 0.20546359452418983} +{"data_time": 0.00399964549978904, "eta_seconds": 1699.796341155743, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05658120210805393, "fast_rcnn/fg_cls_accuracy": 0.9408546226179579, "iteration": 54179, "loss_box_reg": 0.1066027581691742, "loss_cls": 0.0663214884698391, "loss_rpn_cls": 0.005859426921233535, "loss_rpn_loc": 0.04051907919347286, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2931541375000961, "total_loss": 0.2178234838647768} +{"data_time": 0.003792186000282527, "eta_seconds": 1693.8995786924352, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.04464030281023745, "fast_rcnn/fg_cls_accuracy": 0.9375695216907676, "iteration": 54199, "loss_box_reg": 0.11392436921596527, "loss_cls": 0.06451889127492905, "loss_rpn_cls": 0.004429287742823362, "loss_rpn_loc": 0.024651141837239265, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2935563555020053, "total_loss": 0.2204577368684113} +{"data_time": 0.003708856998855481, "eta_seconds": 1687.6110378456724, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.03990823948735449, "fast_rcnn/fg_cls_accuracy": 0.9530725671140939, "iteration": 54219, "loss_box_reg": 0.11271754652261734, "loss_cls": 0.05181548185646534, "loss_rpn_cls": 0.005038146860897541, "loss_rpn_loc": 0.02261816617101431, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.29213181949853606, "total_loss": 0.22718054009601474} +{"data_time": 0.0038416129991674097, "eta_seconds": 1682.2614643257111, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.044027732285183974, "fast_rcnn/fg_cls_accuracy": 0.9437936027379228, "iteration": 54239, "loss_box_reg": 0.09641729667782784, "loss_cls": 0.05198089964687824, "loss_rpn_cls": 0.005989441880956292, "loss_rpn_loc": 0.02132352627813816, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.295148244498705, "total_loss": 0.19624208664754406} +{"data_time": 0.0034989069990842836, "eta_seconds": 1675.9320687256331, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.0513977547875853, "fast_rcnn/fg_cls_accuracy": 0.9486022452124148, "iteration": 54259, "loss_box_reg": 0.09992431849241257, "loss_cls": 0.05691812373697758, "loss_rpn_cls": 0.007380911614745855, "loss_rpn_loc": 0.038381993770599365, "lr": 0.00025, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.29092274899994663, "total_loss": 0.21983293141238391} +{"data_time": 0.0036400540011527482, "eta_seconds": 1670.4597652543453, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.0870251167487063, "fast_rcnn/fg_cls_accuracy": 0.9100509066431066, "iteration": 54279, "loss_box_reg": 0.10872295498847961, "loss_cls": 0.07494406402111053, "loss_rpn_cls": 0.00833310978487134, "loss_rpn_loc": 0.02907724492251873, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2928665639992687, "total_loss": 0.22056938079185784} +{"data_time": 0.0036668945012934273, "eta_seconds": 1664.4323987964526, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.061553030303030304, "fast_rcnn/fg_cls_accuracy": 0.9308080808080809, "iteration": 54299, "loss_box_reg": 0.10050792247056961, "loss_cls": 0.06120492331683636, "loss_rpn_cls": 0.005502389278262854, "loss_rpn_loc": 0.04967707768082619, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29088664749906457, "total_loss": 0.19975701306248084} +{"data_time": 0.0036878709979646374, "eta_seconds": 1658.9077693753643, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06332360692771084, "fast_rcnn/fg_cls_accuracy": 0.9313071646341464, "iteration": 54319, "loss_box_reg": 0.13181118667125702, "loss_cls": 0.06683487072587013, "loss_rpn_cls": 0.007000551093369722, "loss_rpn_loc": 0.040117545053362846, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 193.5, "rpn/num_pos_anchors": 62.5, "time": 0.2936630465010239, "total_loss": 0.23676627036184072} +{"data_time": 0.004004399999757879, "eta_seconds": 1653.0665448353102, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.03986754966887417, "fast_rcnn/fg_cls_accuracy": 0.9556776556776556, "iteration": 54339, "loss_box_reg": 0.09256896004080772, "loss_cls": 0.04704175516963005, "loss_rpn_cls": 0.007393084932118654, "loss_rpn_loc": 0.041663289070129395, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29106502100148646, "total_loss": 0.1829417839180678} +{"data_time": 0.0037583494995487854, "eta_seconds": 1647.2722732731927, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.054484803558191255, "fast_rcnn/fg_cls_accuracy": 0.943490904943833, "iteration": 54359, "loss_box_reg": 0.10661910474300385, "loss_cls": 0.049932366237044334, "loss_rpn_cls": 0.008579480927437544, "loss_rpn_loc": 0.027741797268390656, "lr": 0.00025, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.29090422349872824, "total_loss": 0.20203796960413456} +{"data_time": 0.0037684144990635104, "eta_seconds": 1641.5806636726848, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.07901152482269504, "fast_rcnn/fg_cls_accuracy": 0.9105718085106382, "iteration": 54379, "loss_box_reg": 0.10753429308533669, "loss_cls": 0.07562332227826118, "loss_rpn_cls": 0.009524900931864977, "loss_rpn_loc": 0.04065684974193573, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.2925861610019638, "total_loss": 0.25852821418084204} +{"data_time": 0.0037500684993574396, "eta_seconds": 1635.7649195982958, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.07085571070533477, "fast_rcnn/fg_cls_accuracy": 0.9233705226071638, "iteration": 54399, "loss_box_reg": 0.13565252721309662, "loss_cls": 0.07442003861069679, "loss_rpn_cls": 0.010337460786104202, "loss_rpn_loc": 0.03616495057940483, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2928149269991991, "total_loss": 0.26286065578460693} +{"data_time": 0.003798301000642823, "eta_seconds": 1629.6923001648247, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05738666845493562, "fast_rcnn/fg_cls_accuracy": 0.9289414565450644, "iteration": 54419, "loss_box_reg": 0.12624405324459076, "loss_cls": 0.0773092731833458, "loss_rpn_cls": 0.009194584097713232, "loss_rpn_loc": 0.03306347783654928, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2932632324991573, "total_loss": 0.24234628467820585} +{"data_time": 0.0036893305004923604, "eta_seconds": 1623.8071823327482, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.05555555555555555, "fast_rcnn/fg_cls_accuracy": 0.9444444444444444, "iteration": 54439, "loss_box_reg": 0.07517924532294273, "loss_cls": 0.05341961421072483, "loss_rpn_cls": 0.00674459314905107, "loss_rpn_loc": 0.01869728323072195, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.2908248595012992, "total_loss": 0.15542622352950275} +{"data_time": 0.0038140614997246303, "eta_seconds": 1617.398659420869, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.06474234792716002, "fast_rcnn/fg_cls_accuracy": 0.9347960718393347, "iteration": 54459, "loss_box_reg": 0.09231700748205185, "loss_cls": 0.05300271511077881, "loss_rpn_cls": 0.009271290153265, "loss_rpn_loc": 0.026860825717449188, "lr": 0.00025, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.290297224501046, "total_loss": 0.21488611330278218} +{"data_time": 0.004039457000544644, "eta_seconds": 1611.3917511569161, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07009074781659388, "fast_rcnn/fg_cls_accuracy": 0.9177299399563319, "iteration": 54479, "loss_box_reg": 0.12683509290218353, "loss_cls": 0.08145976066589355, "loss_rpn_cls": 0.008221748284995556, "loss_rpn_loc": 0.04146389290690422, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29146729900094215, "total_loss": 0.2590982122346759} +{"data_time": 0.0036255824998079333, "eta_seconds": 1605.363999248766, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06622969632768362, "fast_rcnn/fg_cls_accuracy": 0.9276368760064413, "iteration": 54499, "loss_box_reg": 0.10730257630348206, "loss_cls": 0.06139472499489784, "loss_rpn_cls": 0.00760660064406693, "loss_rpn_loc": 0.038756778463721275, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2917498919996433, "total_loss": 0.22841011988930404} +{"data_time": 0.003664498997750343, "eta_seconds": 1599.5487279072404, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.038357843137254904, "fast_rcnn/fg_cls_accuracy": 0.9559088500264972, "iteration": 54519, "loss_box_reg": 0.10347755625844002, "loss_cls": 0.045532090589404106, "loss_rpn_cls": 0.009661400690674782, "loss_rpn_loc": 0.02147386223077774, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.29260062750108773, "total_loss": 0.17875249683856964} +{"data_time": 0.003728432500793133, "eta_seconds": 1593.9226812552806, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04169926119078661, "fast_rcnn/fg_cls_accuracy": 0.947796863330844, "iteration": 54539, "loss_box_reg": 0.12615755200386047, "loss_cls": 0.05573255196213722, "loss_rpn_cls": 0.005506191868335009, "loss_rpn_loc": 0.028597189113497734, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2928883799995674, "total_loss": 0.2267272926401347} +{"data_time": 0.003749104000235093, "eta_seconds": 1587.9058596718824, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0824829931972789, "fast_rcnn/fg_cls_accuracy": 0.9127604166666667, "iteration": 54559, "loss_box_reg": 0.10250527784228325, "loss_cls": 0.06830433756113052, "loss_rpn_cls": 0.008659500163048506, "loss_rpn_loc": 0.041608257219195366, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.2916065509998589, "total_loss": 0.23139598174020648} +{"data_time": 0.0036776749984710477, "eta_seconds": 1582.03542066738, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.061571919326241134, "fast_rcnn/fg_cls_accuracy": 0.9325687056737588, "iteration": 54579, "loss_box_reg": 0.11096926778554916, "loss_cls": 0.06521229073405266, "loss_rpn_cls": 0.009226232767105103, "loss_rpn_loc": 0.029424544423818588, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2895653854993725, "total_loss": 0.21580090723000467} +{"data_time": 0.0037731345000793226, "eta_seconds": 1576.1933585959923, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.052210884353741494, "fast_rcnn/fg_cls_accuracy": 0.9417026666365096, "iteration": 54599, "loss_box_reg": 0.10922743752598763, "loss_cls": 0.045236505568027496, "loss_rpn_cls": 0.003798931371420622, "loss_rpn_loc": 0.028002197854220867, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.29171173100075976, "total_loss": 0.2100892734597437} +{"data_time": 0.003614742499848944, "eta_seconds": 1570.2150717606128, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.055927812025373, "fast_rcnn/fg_cls_accuracy": 0.9114594628086372, "iteration": 54619, "loss_box_reg": 0.10999369993805885, "loss_cls": 0.07617172598838806, "loss_rpn_cls": 0.00900337751954794, "loss_rpn_loc": 0.029421882703900337, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2898957219986187, "total_loss": 0.22912532719783485} +{"data_time": 0.003734263000296778, "eta_seconds": 1563.9750450386782, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06009306803594351, "fast_rcnn/fg_cls_accuracy": 0.9345849379546427, "iteration": 54639, "loss_box_reg": 0.123372882604599, "loss_cls": 0.060365933924913406, "loss_rpn_cls": 0.013220700901001692, "loss_rpn_loc": 0.046046387404203415, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.29136771999947086, "total_loss": 0.24338336382061243} +{"data_time": 0.003919566499462235, "eta_seconds": 1557.8659252826037, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03742712786630392, "fast_rcnn/fg_cls_accuracy": 0.9580026455026456, "iteration": 54659, "loss_box_reg": 0.10217535868287086, "loss_cls": 0.04337174817919731, "loss_rpn_cls": 0.006984353996813297, "loss_rpn_loc": 0.02147679217159748, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.29101942400120606, "total_loss": 0.1817175173200667} +{"data_time": 0.003723652000189759, "eta_seconds": 1552.0797424938792, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0517968517968518, "fast_rcnn/fg_cls_accuracy": 0.9394063880045189, "iteration": 54679, "loss_box_reg": 0.09564007818698883, "loss_cls": 0.05129585973918438, "loss_rpn_cls": 0.006756673334166408, "loss_rpn_loc": 0.026436982676386833, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2915949304988317, "total_loss": 0.19422303093597293} +{"data_time": 0.0036682000009022886, "eta_seconds": 1545.9179337010937, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06082743439226519, "fast_rcnn/fg_cls_accuracy": 0.9324362875618106, "iteration": 54699, "loss_box_reg": 0.09419286251068115, "loss_cls": 0.07063987851142883, "loss_rpn_cls": 0.00642003514803946, "loss_rpn_loc": 0.019382108002901077, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.28867893450114934, "total_loss": 0.21675180038437247} +{"data_time": 0.0038173865013959585, "eta_seconds": 1540.3618137625745, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04909752155172414, "fast_rcnn/fg_cls_accuracy": 0.9463850174216027, "iteration": 54719, "loss_box_reg": 0.11064420267939568, "loss_cls": 0.05253041349351406, "loss_rpn_cls": 0.005567220272496343, "loss_rpn_loc": 0.028318333439528942, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.2926386529998126, "total_loss": 0.20981681172270328} +{"data_time": 0.00365696900007606, "eta_seconds": 1534.5750837439482, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05265343793262575, "fast_rcnn/fg_cls_accuracy": 0.932716049382716, "iteration": 54739, "loss_box_reg": 0.09353025257587433, "loss_cls": 0.0519733726978302, "loss_rpn_cls": 0.007885846309363842, "loss_rpn_loc": 0.021554535254836082, "lr": 0.00025, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29131015699931595, "total_loss": 0.18577916966751218} +{"data_time": 0.003756283500479185, "eta_seconds": 1528.4169759610813, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.047947454844006566, "fast_rcnn/fg_cls_accuracy": 0.9426364234056541, "iteration": 54759, "loss_box_reg": 0.08732593059539795, "loss_cls": 0.04678749851882458, "loss_rpn_cls": 0.008498237002640963, "loss_rpn_loc": 0.024825282394886017, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2894099439999991, "total_loss": 0.16997623164206743} +{"data_time": 0.0037602245010930346, "eta_seconds": 1522.5093272667073, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07058823529411765, "fast_rcnn/fg_cls_accuracy": 0.9230587121212122, "iteration": 54779, "loss_box_reg": 0.10936674475669861, "loss_cls": 0.054836707189679146, "loss_rpn_cls": 0.006433142116293311, "loss_rpn_loc": 0.041224654763936996, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29085745600059454, "total_loss": 0.2431581299751997} +{"data_time": 0.003920861499864259, "eta_seconds": 1516.6759581967199, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04030539772727273, "fast_rcnn/fg_cls_accuracy": 0.9596946022727273, "iteration": 54799, "loss_box_reg": 0.09759316965937614, "loss_cls": 0.05602448619902134, "loss_rpn_cls": 0.008890822995454073, "loss_rpn_loc": 0.028374377638101578, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2930256664985791, "total_loss": 0.22972331440541893} +{"data_time": 0.003865513499476947, "eta_seconds": 1510.5977201651694, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05419839938040531, "fast_rcnn/fg_cls_accuracy": 0.9314988290398127, "iteration": 54819, "loss_box_reg": 0.11390087753534317, "loss_cls": 0.06925653479993343, "loss_rpn_cls": 0.006574955536052585, "loss_rpn_loc": 0.029153422452509403, "lr": 0.00025, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.28995699400002195, "total_loss": 0.2605702151195146} +{"data_time": 0.003805746000580257, "eta_seconds": 1504.5461694071128, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05089285714285714, "fast_rcnn/fg_cls_accuracy": 0.9467105263157894, "iteration": 54839, "loss_box_reg": 0.12248043715953827, "loss_cls": 0.06741535291075706, "loss_rpn_cls": 0.009340812917798758, "loss_rpn_loc": 0.03627893328666687, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2925189084999147, "total_loss": 0.22615030768793076} +{"data_time": 0.0037800400004925905, "eta_seconds": 1498.7145951070852, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.09353010772775391, "fast_rcnn/fg_cls_accuracy": 0.9015193972227411, "iteration": 54859, "loss_box_reg": 0.1160912737250328, "loss_cls": 0.06878707557916641, "loss_rpn_cls": 0.013101430609822273, "loss_rpn_loc": 0.036540498957037926, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.293309089000104, "total_loss": 0.2565882187336683} +{"data_time": 0.0037256175000948133, "eta_seconds": 1492.6577791944146, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05600866936633776, "fast_rcnn/fg_cls_accuracy": 0.9400629786015888, "iteration": 54879, "loss_box_reg": 0.0974176712334156, "loss_cls": 0.05442175269126892, "loss_rpn_cls": 0.004398987395688891, "loss_rpn_loc": 0.02536916732788086, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2888264219982375, "total_loss": 0.18184282502625138} +{"data_time": 0.0037155120007810183, "eta_seconds": 1486.8270847444364, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06657848324514991, "fast_rcnn/fg_cls_accuracy": 0.9227161283445262, "iteration": 54899, "loss_box_reg": 0.11073558777570724, "loss_cls": 0.06376315653324127, "loss_rpn_cls": 0.008429953595623374, "loss_rpn_loc": 0.03561587631702423, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29049041399957787, "total_loss": 0.2266675583086908} +{"data_time": 0.003743438499441254, "eta_seconds": 1480.9963902944583, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.05495128786867744, "fast_rcnn/fg_cls_accuracy": 0.9371391076115485, "iteration": 54919, "loss_box_reg": 0.11484798043966293, "loss_cls": 0.06739500537514687, "loss_rpn_cls": 0.005180225241929293, "loss_rpn_loc": 0.024039465934038162, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.2915686595006264, "total_loss": 0.2127001858316362} +{"data_time": 0.0037819355002284283, "eta_seconds": 1475.0298525586913, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06190557065217391, "fast_rcnn/fg_cls_accuracy": 0.9324850718417615, "iteration": 54939, "loss_box_reg": 0.12168527767062187, "loss_cls": 0.06686357222497463, "loss_rpn_cls": 0.005857726093381643, "loss_rpn_loc": 0.026336695067584515, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2904666244994587, "total_loss": 0.24484843341633677} +{"data_time": 0.0037482440002349904, "eta_seconds": 1469.335001394502, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05757630813953488, "fast_rcnn/fg_cls_accuracy": 0.9397615131578947, "iteration": 54959, "loss_box_reg": 0.10017339140176773, "loss_cls": 0.05076351575553417, "loss_rpn_cls": 0.007432257290929556, "loss_rpn_loc": 0.03442832548171282, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.2935054579993448, "total_loss": 0.19695835886523128} +{"data_time": 0.003728872998181032, "eta_seconds": 1463.6493422827698, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.05843860248093775, "fast_rcnn/fg_cls_accuracy": 0.9403654914115975, "iteration": 54979, "loss_box_reg": 0.0974440909922123, "loss_cls": 0.0489138625562191, "loss_rpn_cls": 0.008337585255503654, "loss_rpn_loc": 0.03194312937557697, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.29246583999884024, "total_loss": 0.2117909174412489} +{"data_time": 0.0037286980004864745, "eta_seconds": 1457.8670725040865, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.046313316993464054, "fast_rcnn/fg_cls_accuracy": 0.9345002273170098, "iteration": 54999, "loss_box_reg": 0.1145307794213295, "loss_cls": 0.05791137367486954, "loss_rpn_cls": 0.007538387784734368, "loss_rpn_loc": 0.035097233951091766, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2925982460001251, "total_loss": 0.23042458127019927} +{"data_time": 0.0037768695001432206, "eta_seconds": 1452.061701900966, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.06885245901639345, "fast_rcnn/fg_cls_accuracy": 0.9311475409836065, "iteration": 55019, "loss_box_reg": 0.10774749889969826, "loss_cls": 0.047607170417904854, "loss_rpn_cls": 0.0026649711653590202, "loss_rpn_loc": 0.027857898734509945, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.2946706325019477, "total_loss": 0.20192521426361054} +{"data_time": 0.0037624095002684044, "eta_seconds": 1446.3754592699115, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.045415354625880935, "fast_rcnn/fg_cls_accuracy": 0.9421316964285714, "iteration": 55039, "loss_box_reg": 0.11457663029432297, "loss_cls": 0.06268035806715488, "loss_rpn_cls": 0.004752466920763254, "loss_rpn_loc": 0.031333113089203835, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.29303766150042065, "total_loss": 0.2255385124590248} +{"data_time": 0.0036503439987427555, "eta_seconds": 1440.5433001599522, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.062362352636351856, "fast_rcnn/fg_cls_accuracy": 0.9327956989247311, "iteration": 55059, "loss_box_reg": 0.10712441802024841, "loss_cls": 0.0573342964053154, "loss_rpn_cls": 0.008414081763476133, "loss_rpn_loc": 0.025650030001997948, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29035879199909687, "total_loss": 0.19197889743372798} +{"data_time": 0.0036839710010099225, "eta_seconds": 1434.5669826009544, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.0901650432900433, "fast_rcnn/fg_cls_accuracy": 0.902220826048951, "iteration": 55079, "loss_box_reg": 0.11883046105504036, "loss_cls": 0.08505584672093391, "loss_rpn_cls": 0.011248196009546518, "loss_rpn_loc": 0.037351349368691444, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.29061246900164406, "total_loss": 0.2738302709767595} +{"data_time": 0.0036354684980324237, "eta_seconds": 1428.626306109436, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.09001349527665317, "fast_rcnn/fg_cls_accuracy": 0.9049955791335101, "iteration": 55099, "loss_box_reg": 0.10845333337783813, "loss_cls": 0.06891797855496407, "loss_rpn_cls": 0.009109541308134794, "loss_rpn_loc": 0.043102096766233444, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.29018104399983713, "total_loss": 0.2341241284739226} +{"data_time": 0.00375262400120846, "eta_seconds": 1422.8304363226925, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05617859543010753, "fast_rcnn/fg_cls_accuracy": 0.9260375494071147, "iteration": 55119, "loss_box_reg": 0.11470773816108704, "loss_cls": 0.07407807931303978, "loss_rpn_cls": 0.008463963167741895, "loss_rpn_loc": 0.03648227080702782, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.29070370300178183, "total_loss": 0.23197412508307025} +{"data_time": 0.003775374998440384, "eta_seconds": 1416.6028844877292, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06342023989082812, "fast_rcnn/fg_cls_accuracy": 0.9365797601091719, "iteration": 55139, "loss_box_reg": 0.10601971298456192, "loss_cls": 0.05544295161962509, "loss_rpn_cls": 0.006172431632876396, "loss_rpn_loc": 0.03288077190518379, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.2909187884997664, "total_loss": 0.20855234313057736} +{"data_time": 0.003792035498918267, "eta_seconds": 1410.7416378006747, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.052250129132231406, "fast_rcnn/fg_cls_accuracy": 0.9319845382021548, "iteration": 55159, "loss_box_reg": 0.11357241496443748, "loss_cls": 0.0706273503601551, "loss_rpn_cls": 0.005848473170772195, "loss_rpn_loc": 0.023140626959502697, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2895209734997479, "total_loss": 0.20470079814549536} +{"data_time": 0.003804020998359192, "eta_seconds": 1404.77467736775, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.02845020012315271, "fast_rcnn/fg_cls_accuracy": 0.9594603466386555, "iteration": 55179, "loss_box_reg": 0.11123572289943695, "loss_cls": 0.05093490332365036, "loss_rpn_cls": 0.004925721092149615, "loss_rpn_loc": 0.02079054620116949, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2912151665004785, "total_loss": 0.2089978528674692} +{"data_time": 0.0037255220013321377, "eta_seconds": 1398.3133271889528, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07810911555404948, "fast_rcnn/fg_cls_accuracy": 0.9170110192837466, "iteration": 55199, "loss_box_reg": 0.11204109340906143, "loss_cls": 0.06326685473322868, "loss_rpn_cls": 0.007519699167460203, "loss_rpn_loc": 0.030689368024468422, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2897213875003217, "total_loss": 0.21615235251374543} +{"data_time": 0.0037770805010950426, "eta_seconds": 1392.485064257744, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.05755552527592315, "fast_rcnn/fg_cls_accuracy": 0.9252032520325204, "iteration": 55219, "loss_box_reg": 0.1260814294219017, "loss_cls": 0.06852389127016068, "loss_rpn_cls": 0.00857318239286542, "loss_rpn_loc": 0.030782987363636494, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.290436031000354, "total_loss": 0.24823854526039213} +{"data_time": 0.0037870650012337137, "eta_seconds": 1386.5072465983394, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.06926147704590818, "fast_rcnn/fg_cls_accuracy": 0.9253073070794446, "iteration": 55239, "loss_box_reg": 0.10839002579450607, "loss_cls": 0.0788034088909626, "loss_rpn_cls": 0.005012911278754473, "loss_rpn_loc": 0.030484835617244244, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29184135099967534, "total_loss": 0.22837501275353134} +{"data_time": 0.0038434235011663986, "eta_seconds": 1380.6325008311978, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06986479529628525, "fast_rcnn/fg_cls_accuracy": 0.9245014245014245, "iteration": 55259, "loss_box_reg": 0.10776840895414352, "loss_cls": 0.053372178226709366, "loss_rpn_cls": 0.00699230027385056, "loss_rpn_loc": 0.02677342016249895, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.2910104325001157, "total_loss": 0.21253245056141168} +{"data_time": 0.003771629500988638, "eta_seconds": 1374.602428162616, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05363406359611293, "fast_rcnn/fg_cls_accuracy": 0.9297596457938013, "iteration": 55279, "loss_box_reg": 0.10698528215289116, "loss_cls": 0.06091650575399399, "loss_rpn_cls": 0.006621246691793203, "loss_rpn_loc": 0.032004970125854015, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2913296175029245, "total_loss": 0.205085328547284} +{"data_time": 0.004035532499983674, "eta_seconds": 1368.777841602605, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.04825396825396826, "fast_rcnn/fg_cls_accuracy": 0.9362711213517665, "iteration": 55299, "loss_box_reg": 0.12110771238803864, "loss_cls": 0.07070004567503929, "loss_rpn_cls": 0.011621944140642881, "loss_rpn_loc": 0.03198434226214886, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.29170370450083283, "total_loss": 0.22564954706467688} +{"data_time": 0.0037110969988134457, "eta_seconds": 1362.7900564129231, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04481562614092735, "fast_rcnn/fg_cls_accuracy": 0.9491021938995652, "iteration": 55319, "loss_box_reg": 0.11612289771437645, "loss_cls": 0.057157695293426514, "loss_rpn_cls": 0.006444187369197607, "loss_rpn_loc": 0.023722555488348007, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2920039135005936, "total_loss": 0.21174753701779991} +{"data_time": 0.0038299325005937135, "eta_seconds": 1356.9661672829534, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06470765521398433, "fast_rcnn/fg_cls_accuracy": 0.9315225035161745, "iteration": 55339, "loss_box_reg": 0.09650233760476112, "loss_cls": 0.05643055774271488, "loss_rpn_cls": 0.007033990230411291, "loss_rpn_loc": 0.03771175630390644, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2914012904984702, "total_loss": 0.23887603753246367} +{"data_time": 0.0038620585000899155, "eta_seconds": 1351.3040819225716, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0661764705882353, "fast_rcnn/fg_cls_accuracy": 0.9251748251748252, "iteration": 55359, "loss_box_reg": 0.10759240388870239, "loss_cls": 0.055724967271089554, "loss_rpn_cls": 0.005354178603738546, "loss_rpn_loc": 0.03739004582166672, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2927795395007706, "total_loss": 0.2205070643685758} +{"data_time": 0.00372360250003112, "eta_seconds": 1345.4794953625606, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05974679682733374, "fast_rcnn/fg_cls_accuracy": 0.931640625, "iteration": 55379, "loss_box_reg": 0.11780460178852081, "loss_cls": 0.07228681817650795, "loss_rpn_cls": 0.006485681515187025, "loss_rpn_loc": 0.03171115182340145, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.29190907400152355, "total_loss": 0.23699023900553584} +{"data_time": 0.0038855754992255243, "eta_seconds": 1339.4753592925554, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06759488448844884, "fast_rcnn/fg_cls_accuracy": 0.9299298679867987, "iteration": 55399, "loss_box_reg": 0.1235199123620987, "loss_cls": 0.07400093972682953, "loss_rpn_cls": 0.007233151933178306, "loss_rpn_loc": 0.0261529590934515, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.2907808420004585, "total_loss": 0.25145664624869823} +{"data_time": 0.003820306499619619, "eta_seconds": 1333.6706107630744, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.03827375762859634, "fast_rcnn/fg_cls_accuracy": 0.9501074938574938, "iteration": 55419, "loss_box_reg": 0.09923114627599716, "loss_cls": 0.0515360701829195, "loss_rpn_cls": 0.00608817208558321, "loss_rpn_loc": 0.029364468529820442, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2924254285007919, "total_loss": 0.20843943493673578} +{"data_time": 0.0037805245010531507, "eta_seconds": 1328.0057356825273, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.08182565789473684, "fast_rcnn/fg_cls_accuracy": 0.9010239198582527, "iteration": 55439, "loss_box_reg": 0.1328512728214264, "loss_cls": 0.08907641097903252, "loss_rpn_cls": 0.010161381680518389, "loss_rpn_loc": 0.0359993651509285, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2924707704987668, "total_loss": 0.26197157183196396} +{"data_time": 0.003707791998749599, "eta_seconds": 1322.2607852647343, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04861701123383366, "fast_rcnn/fg_cls_accuracy": 0.9478089991953952, "iteration": 55459, "loss_box_reg": 0.1087440773844719, "loss_cls": 0.06312842108309269, "loss_rpn_cls": 0.005363165168091655, "loss_rpn_loc": 0.025159895420074463, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2898691444988799, "total_loss": 0.19654566267854534} +{"data_time": 0.003751063499294105, "eta_seconds": 1316.234857042873, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05324074074074074, "fast_rcnn/fg_cls_accuracy": 0.9436267436267436, "iteration": 55479, "loss_box_reg": 0.08823259174823761, "loss_cls": 0.05938352271914482, "loss_rpn_cls": 0.009063115809112787, "loss_rpn_loc": 0.0461376179009676, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.2904324259998248, "total_loss": 0.1993597145192325} +{"data_time": 0.0037368474986578804, "eta_seconds": 1310.4108090028603, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.06826654240447344, "fast_rcnn/fg_cls_accuracy": 0.9266917293233083, "iteration": 55499, "loss_box_reg": 0.12256662547588348, "loss_cls": 0.06607838720083237, "loss_rpn_cls": 0.0076046662870794535, "loss_rpn_loc": 0.03914410062134266, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.291516216002492, "total_loss": 0.26974099315702915} +{"data_time": 0.0036856965016340837, "eta_seconds": 1304.5325238327496, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05749198717948718, "fast_rcnn/fg_cls_accuracy": 0.9382877009995654, "iteration": 55519, "loss_box_reg": 0.10492181405425072, "loss_cls": 0.05607345327734947, "loss_rpn_cls": 0.007204411318525672, "loss_rpn_loc": 0.04119119048118591, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.290842109499863, "total_loss": 0.23730790195986629} +{"data_time": 0.0036976064984628465, "eta_seconds": 1298.6962968304215, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.04443184898592868, "fast_rcnn/fg_cls_accuracy": 0.9359551738583997, "iteration": 55539, "loss_box_reg": 0.1055121198296547, "loss_cls": 0.06780040264129639, "loss_rpn_cls": 0.006601626053452492, "loss_rpn_loc": 0.02104589343070984, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2919149994977488, "total_loss": 0.2153363307006657} +{"data_time": 0.0038744650009903125, "eta_seconds": 1292.8725466204196, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06224622152041506, "fast_rcnn/fg_cls_accuracy": 0.9213918933682945, "iteration": 55559, "loss_box_reg": 0.11656250059604645, "loss_cls": 0.06926167011260986, "loss_rpn_cls": 0.009402996860444546, "loss_rpn_loc": 0.04060472548007965, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.2933022435008752, "total_loss": 0.2313827460166067} +{"data_time": 0.003671619999295217, "eta_seconds": 1287.0487964104177, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.037360623580425356, "fast_rcnn/fg_cls_accuracy": 0.9573027857328821, "iteration": 55579, "loss_box_reg": 0.09449239447712898, "loss_cls": 0.05339345149695873, "loss_rpn_cls": 0.005330843618139625, "loss_rpn_loc": 0.030425045639276505, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2899404725012573, "total_loss": 0.1968697877600789} +{"data_time": 0.003734622501724516, "eta_seconds": 1280.8290506043704, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.04663048394391678, "fast_rcnn/fg_cls_accuracy": 0.9427260153401232, "iteration": 55599, "loss_box_reg": 0.10346412286162376, "loss_cls": 0.06655717082321644, "loss_rpn_cls": 0.006406185682862997, "loss_rpn_loc": 0.027761329896748066, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.2890276554990123, "total_loss": 0.2251490114722401} +{"data_time": 0.003751449499759474, "eta_seconds": 1275.0823531492642, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06653890861110238, "fast_rcnn/fg_cls_accuracy": 0.9181430974623287, "iteration": 55619, "loss_box_reg": 0.13524669408798218, "loss_cls": 0.07837896049022675, "loss_rpn_cls": 0.006740247597917914, "loss_rpn_loc": 0.03265847638249397, "lr": 0.00025, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.29057392699905904, "total_loss": 0.28085191431455314} +{"data_time": 0.0037507889992411947, "eta_seconds": 1269.1851501443307, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.03946686412439837, "fast_rcnn/fg_cls_accuracy": 0.9513779527559054, "iteration": 55639, "loss_box_reg": 0.10933076217770576, "loss_cls": 0.05601867288351059, "loss_rpn_cls": 0.0038910461589694023, "loss_rpn_loc": 0.025796866975724697, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2881395495005563, "total_loss": 0.22292715312505607} +{"data_time": 0.003754195000510663, "eta_seconds": 1263.5815583322255, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.04450197238658777, "fast_rcnn/fg_cls_accuracy": 0.9429280397022333, "iteration": 55659, "loss_box_reg": 0.09725219383835793, "loss_cls": 0.06654808297753334, "loss_rpn_cls": 0.0024594508577138186, "loss_rpn_loc": 0.029263168573379517, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.29201441900113423, "total_loss": 0.240234853932634} +{"data_time": 0.0037470289989869343, "eta_seconds": 1257.4293357651914, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.061951471347444505, "fast_rcnn/fg_cls_accuracy": 0.9198180175529169, "iteration": 55679, "loss_box_reg": 0.11258633807301521, "loss_cls": 0.07659910246729851, "loss_rpn_cls": 0.008132310351356864, "loss_rpn_loc": 0.03844861686229706, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2898166619997937, "total_loss": 0.22057386860251427} +{"data_time": 0.0038152819997776533, "eta_seconds": 1251.719299454271, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07167715165305849, "fast_rcnn/fg_cls_accuracy": 0.9279929815089756, "iteration": 55699, "loss_box_reg": 0.0853235311806202, "loss_cls": 0.058716995641589165, "loss_rpn_cls": 0.009416133165359497, "loss_rpn_loc": 0.024839255958795547, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28786011599913763, "total_loss": 0.16378569649532437} +{"data_time": 0.0037855610007682117, "eta_seconds": 1245.7864715451433, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06125, "fast_rcnn/fg_cls_accuracy": 0.9315028336916162, "iteration": 55719, "loss_box_reg": 0.07912126928567886, "loss_cls": 0.06135194189846516, "loss_rpn_cls": 0.008095446741208434, "loss_rpn_loc": 0.02123092394322157, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.29075434550031787, "total_loss": 0.19527435884810984} +{"data_time": 0.0037544794995483244, "eta_seconds": 1239.8240909430751, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06019536809419071, "fast_rcnn/fg_cls_accuracy": 0.9260642385123713, "iteration": 55739, "loss_box_reg": 0.10239666700363159, "loss_cls": 0.05824653245508671, "loss_rpn_cls": 0.0063767689280211926, "loss_rpn_loc": 0.03640364669263363, "lr": 0.00025, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.28980986649912666, "total_loss": 0.2019992582499981} +{"data_time": 0.003688570999656804, "eta_seconds": 1234.0261741566064, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0556232427366448, "fast_rcnn/fg_cls_accuracy": 0.9384463595360825, "iteration": 55759, "loss_box_reg": 0.11452311277389526, "loss_cls": 0.05473397113382816, "loss_rpn_cls": 0.006599419051781297, "loss_rpn_loc": 0.03413340821862221, "lr": 0.00025, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.2890093400001206, "total_loss": 0.21826689667068422} +{"data_time": 0.0036602294985641493, "eta_seconds": 1228.327408005789, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04845795389869095, "fast_rcnn/fg_cls_accuracy": 0.9430110246843315, "iteration": 55779, "loss_box_reg": 0.11260120198130608, "loss_cls": 0.06181192211806774, "loss_rpn_cls": 0.0074173579923808575, "loss_rpn_loc": 0.025054452940821648, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2924049070006731, "total_loss": 0.22677294095046818} +{"data_time": 0.0037511635000555543, "eta_seconds": 1222.5999954011058, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04582555970149253, "fast_rcnn/fg_cls_accuracy": 0.9452589897260274, "iteration": 55799, "loss_box_reg": 0.11800596863031387, "loss_cls": 0.060277607291936874, "loss_rpn_cls": 0.006307571893557906, "loss_rpn_loc": 0.05373905226588249, "lr": 0.00025, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 190.75, "rpn/num_pos_anchors": 65.25, "time": 0.29187299749901285, "total_loss": 0.22374446596950293} +{"data_time": 0.0037077970009704586, "eta_seconds": 1216.5857145197515, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06502520036354623, "fast_rcnn/fg_cls_accuracy": 0.9197397736387132, "iteration": 55819, "loss_box_reg": 0.12186209857463837, "loss_cls": 0.06693911552429199, "loss_rpn_cls": 0.005078434711322188, "loss_rpn_loc": 0.022671960294246674, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2898953004987561, "total_loss": 0.25103117132675834} +{"data_time": 0.003754974499315722, "eta_seconds": 1210.863037275849, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.08416889202398348, "fast_rcnn/fg_cls_accuracy": 0.9048921993362216, "iteration": 55839, "loss_box_reg": 0.14000941812992096, "loss_cls": 0.07522949203848839, "loss_rpn_cls": 0.009764144662767649, "loss_rpn_loc": 0.03138876520097256, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29288601450025453, "total_loss": 0.26057535177096725} +{"data_time": 0.0037929460013401695, "eta_seconds": 1204.8994686629885, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.056898774983881364, "fast_rcnn/fg_cls_accuracy": 0.9377820760799485, "iteration": 55859, "loss_box_reg": 0.11292461305856705, "loss_cls": 0.07418820261955261, "loss_rpn_cls": 0.008064590394496918, "loss_rpn_loc": 0.024356541223824024, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.28986096900007396, "total_loss": 0.2102487078809645} +{"data_time": 0.003725382499396801, "eta_seconds": 1199.122761679755, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06097972972972973, "fast_rcnn/fg_cls_accuracy": 0.9390202702702704, "iteration": 55879, "loss_box_reg": 0.09957540780305862, "loss_cls": 0.0631552767008543, "loss_rpn_cls": 0.007771233096718788, "loss_rpn_loc": 0.021878226660192013, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2901372669984994, "total_loss": 0.19092928618192673} +{"data_time": 0.003775884501010296, "eta_seconds": 1193.2579279029596, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.050022746227917206, "fast_rcnn/fg_cls_accuracy": 0.9381440669319456, "iteration": 55899, "loss_box_reg": 0.10222147032618523, "loss_cls": 0.0611234437674284, "loss_rpn_cls": 0.0056894700974226, "loss_rpn_loc": 0.02482028678059578, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.29029761950005195, "total_loss": 0.18200157515821047} +{"data_time": 0.0037184225002420135, "eta_seconds": 1187.2009765131224, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.049391351744186046, "fast_rcnn/fg_cls_accuracy": 0.9427961482558139, "iteration": 55919, "loss_box_reg": 0.11127649247646332, "loss_cls": 0.06299929693341255, "loss_rpn_cls": 0.005015142261981964, "loss_rpn_loc": 0.03844434581696987, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.29029540450028435, "total_loss": 0.23400687705725431} +{"data_time": 0.003729768000994227, "eta_seconds": 1181.2829028014312, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.05077928607340372, "fast_rcnn/fg_cls_accuracy": 0.9372549019607843, "iteration": 55939, "loss_box_reg": 0.09767276048660278, "loss_cls": 0.058985473588109016, "loss_rpn_cls": 0.00589424348436296, "loss_rpn_loc": 0.033130332827568054, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.28985487899990403, "total_loss": 0.20267901523038745} +{"data_time": 0.0038321225001709536, "eta_seconds": 1175.241464109131, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.07359828716713501, "fast_rcnn/fg_cls_accuracy": 0.9228249688701207, "iteration": 55959, "loss_box_reg": 0.10563833266496658, "loss_cls": 0.05563634634017944, "loss_rpn_cls": 0.00855692196637392, "loss_rpn_loc": 0.050378840416669846, "lr": 0.00025, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29062149899800716, "total_loss": 0.23510992620140314} +{"data_time": 0.003685065499666962, "eta_seconds": 1169.098725572585, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.055346001134429945, "fast_rcnn/fg_cls_accuracy": 0.944435975609756, "iteration": 55979, "loss_box_reg": 0.09428669884800911, "loss_cls": 0.05339670926332474, "loss_rpn_cls": 0.005922485375776887, "loss_rpn_loc": 0.03109042625874281, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2902929589999985, "total_loss": 0.1815237917471677} +{"data_time": 0.003805266500421567, "eta_seconds": 1163.3961199986516, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05363819384526891, "fast_rcnn/fg_cls_accuracy": 0.9408148505303762, "iteration": 55999, "loss_box_reg": 0.11376258730888367, "loss_cls": 0.08261293172836304, "loss_rpn_cls": 0.006473460933193564, "loss_rpn_loc": 0.025530535727739334, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29145468850038014, "total_loss": 0.24279389111325145} +{"data_time": 0.0038379279994842364, "eta_seconds": 1157.453604235925, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.081640625, "fast_rcnn/fg_cls_accuracy": 0.9168218085106383, "iteration": 56019, "loss_box_reg": 0.15054316073656082, "loss_cls": 0.0762716792523861, "loss_rpn_cls": 0.004652648465707898, "loss_rpn_loc": 0.034011855721473694, "lr": 0.00025, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29237874099999317, "total_loss": 0.2740326151251793} +{"data_time": 0.00375418900148361, "eta_seconds": 1151.5981890594412, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06006610576923077, "fast_rcnn/fg_cls_accuracy": 0.9399338942307692, "iteration": 56039, "loss_box_reg": 0.10520613193511963, "loss_cls": 0.05754278972744942, "loss_rpn_cls": 0.005809602793306112, "loss_rpn_loc": 0.0248571690171957, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2902746629988542, "total_loss": 0.23027086909860373} +{"data_time": 0.0037650245012628147, "eta_seconds": 1145.782036589444, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06289556962025317, "fast_rcnn/fg_cls_accuracy": 0.9358544303797469, "iteration": 56059, "loss_box_reg": 0.11526387184858322, "loss_cls": 0.06166507303714752, "loss_rpn_cls": 0.005006324732676148, "loss_rpn_loc": 0.0346588883548975, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.28968966599859414, "total_loss": 0.21910924545954913} +{"data_time": 0.0037306129997887183, "eta_seconds": 1139.9844453210244, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06049292127071823, "fast_rcnn/fg_cls_accuracy": 0.9360289109210626, "iteration": 56079, "loss_box_reg": 0.12117797136306763, "loss_cls": 0.0769919753074646, "loss_rpn_cls": 0.008153042756021023, "loss_rpn_loc": 0.02763465791940689, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2922964970002795, "total_loss": 0.2812848624307662} +{"data_time": 0.0037780455004394753, "eta_seconds": 1134.1252552458172, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05020879390813068, "fast_rcnn/fg_cls_accuracy": 0.9434988666804038, "iteration": 56099, "loss_box_reg": 0.10483777895569801, "loss_cls": 0.06020616367459297, "loss_rpn_cls": 0.004422312369570136, "loss_rpn_loc": 0.022506636567413807, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.289571845498358, "total_loss": 0.20737918396480381} +{"data_time": 0.0038374074993043905, "eta_seconds": 1128.3335791794525, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.049290411907234336, "fast_rcnn/fg_cls_accuracy": 0.9430719656283566, "iteration": 56119, "loss_box_reg": 0.0910007506608963, "loss_cls": 0.04515807144343853, "loss_rpn_cls": 0.009089515311643481, "loss_rpn_loc": 0.030770383775234222, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.2913892199994734, "total_loss": 0.1714505049167201} +{"data_time": 0.0037380885005404707, "eta_seconds": 1122.8136566243484, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06324613764044944, "fast_rcnn/fg_cls_accuracy": 0.9274029356060607, "iteration": 56139, "loss_box_reg": 0.10455452650785446, "loss_cls": 0.055481430143117905, "loss_rpn_cls": 0.005591745022684336, "loss_rpn_loc": 0.030014404095709324, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29565226749946305, "total_loss": 0.23643903667107224} +{"data_time": 0.003756769501706003, "eta_seconds": 1117.1027635247447, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.09681633149037001, "fast_rcnn/fg_cls_accuracy": 0.8926285470450182, "iteration": 56159, "loss_box_reg": 0.11620968952775002, "loss_cls": 0.09270359575748444, "loss_rpn_cls": 0.007514701457694173, "loss_rpn_loc": 0.028206946328282356, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.28966355549891887, "total_loss": 0.231314598582685} +{"data_time": 0.0036551350003719563, "eta_seconds": 1111.290765659469, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04751529051987768, "fast_rcnn/fg_cls_accuracy": 0.9452427821522309, "iteration": 56179, "loss_box_reg": 0.09622986242175102, "loss_cls": 0.05235796421766281, "loss_rpn_cls": 0.0072992469649761915, "loss_rpn_loc": 0.022980835288763046, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.29148327949951636, "total_loss": 0.18007540958933532} +{"data_time": 0.0038243669987423345, "eta_seconds": 1105.93181630029, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.0678427242408285, "fast_rcnn/fg_cls_accuracy": 0.9321572757591715, "iteration": 56199, "loss_box_reg": 0.10947695001959801, "loss_cls": 0.07202772051095963, "loss_rpn_cls": 0.009274525102227926, "loss_rpn_loc": 0.04256831854581833, "lr": 0.00025, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2926190170001064, "total_loss": 0.2703121108934283} +{"data_time": 0.0038507335011672694, "eta_seconds": 1100.3485934737546, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.08286634911739983, "fast_rcnn/fg_cls_accuracy": 0.9104555852077774, "iteration": 56219, "loss_box_reg": 0.11900800466537476, "loss_cls": 0.06526384316384792, "loss_rpn_cls": 0.00783010059967637, "loss_rpn_loc": 0.03683285042643547, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2934701065005356, "total_loss": 0.2376258848235011} +{"data_time": 0.0037784404994454235, "eta_seconds": 1094.487069236493, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.06177455357142857, "fast_rcnn/fg_cls_accuracy": 0.9275510204081633, "iteration": 56239, "loss_box_reg": 0.11062170565128326, "loss_cls": 0.07405703514814377, "loss_rpn_cls": 0.01211808668449521, "loss_rpn_loc": 0.043637948110699654, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2910809104996588, "total_loss": 0.2935874294489622} +{"data_time": 0.003690106499561807, "eta_seconds": 1088.587214002, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04528887496796606, "fast_rcnn/fg_cls_accuracy": 0.9441978112740037, "iteration": 56259, "loss_box_reg": 0.11083000898361206, "loss_cls": 0.05172591470181942, "loss_rpn_cls": 0.006827685981988907, "loss_rpn_loc": 0.049107158556580544, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2901748234999104, "total_loss": 0.22901742602698505} +{"data_time": 0.003909846500391723, "eta_seconds": 1082.6490412202838, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.052923387096774195, "fast_rcnn/fg_cls_accuracy": 0.944388440860215, "iteration": 56279, "loss_box_reg": 0.10508405789732933, "loss_cls": 0.05067218653857708, "loss_rpn_cls": 0.005764285335317254, "loss_rpn_loc": 0.030116833746433258, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29062911449909734, "total_loss": 0.17729658109601587} +{"data_time": 0.0037033314984000754, "eta_seconds": 1076.493001646486, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.058053058053058056, "fast_rcnn/fg_cls_accuracy": 0.9165217391304348, "iteration": 56299, "loss_box_reg": 0.10522446408867836, "loss_cls": 0.06689069047570229, "loss_rpn_cls": 0.007890721317380667, "loss_rpn_loc": 0.018385998904705048, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.2892950830009795, "total_loss": 0.20996462681796402} +{"data_time": 0.0038012515014997916, "eta_seconds": 1070.6011056771968, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05194627192982456, "fast_rcnn/fg_cls_accuracy": 0.9426846437080356, "iteration": 56319, "loss_box_reg": 0.10824296250939369, "loss_cls": 0.06644148379564285, "loss_rpn_cls": 0.006583798443898559, "loss_rpn_loc": 0.030060994438827038, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2919769774998713, "total_loss": 0.20629693544469774} +{"data_time": 0.003696321999086649, "eta_seconds": 1064.817173638803, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.03950834064969271, "fast_rcnn/fg_cls_accuracy": 0.9527089927387824, "iteration": 56339, "loss_box_reg": 0.10066600888967514, "loss_cls": 0.04885851964354515, "loss_rpn_cls": 0.007480221334844828, "loss_rpn_loc": 0.033133041113615036, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.2915001500005019, "total_loss": 0.18672300595790148} +{"data_time": 0.0037931010010652244, "eta_seconds": 1058.9985005588096, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.06436323670833906, "fast_rcnn/fg_cls_accuracy": 0.9266575321610717, "iteration": 56359, "loss_box_reg": 0.11745486781001091, "loss_cls": 0.06924229860305786, "loss_rpn_cls": 0.006948999594897032, "loss_rpn_loc": 0.02552648540586233, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.29237303050103947, "total_loss": 0.2275583492591977} +{"data_time": 0.003758333499717992, "eta_seconds": 1052.7325203689543, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.02812274205202312, "fast_rcnn/fg_cls_accuracy": 0.9515774419398907, "iteration": 56379, "loss_box_reg": 0.10410818085074425, "loss_cls": 0.06246446445584297, "loss_rpn_cls": 0.006355517078191042, "loss_rpn_loc": 0.02271190844476223, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.2893602509993798, "total_loss": 0.20399169018492103} +{"data_time": 0.0037518235003517475, "eta_seconds": 1047.662558999582, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05844402277039848, "fast_rcnn/fg_cls_accuracy": 0.9351900052056221, "iteration": 56399, "loss_box_reg": 0.10146382451057434, "loss_cls": 0.06064933352172375, "loss_rpn_cls": 0.007622876670211554, "loss_rpn_loc": 0.03122302982956171, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2924469339995994, "total_loss": 0.23353968025185168} +{"data_time": 0.0037188870010140818, "eta_seconds": 1041.2284652018207, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04075711522520033, "fast_rcnn/fg_cls_accuracy": 0.9559961315280465, "iteration": 56419, "loss_box_reg": 0.10753022134304047, "loss_cls": 0.046105628833174706, "loss_rpn_cls": 0.00884323101490736, "loss_rpn_loc": 0.03931077755987644, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.290526705000957, "total_loss": 0.2264552569249645} +{"data_time": 0.003792816001805477, "eta_seconds": 1035.2919962609303, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0547410102739726, "fast_rcnn/fg_cls_accuracy": 0.9423402198864324, "iteration": 56439, "loss_box_reg": 0.10418326407670975, "loss_cls": 0.058482825756073, "loss_rpn_cls": 0.004259166773408651, "loss_rpn_loc": 0.017595967277884483, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.2912374829993496, "total_loss": 0.18827307817991823} +{"data_time": 0.0037605150009767385, "eta_seconds": 1030.0167194987807, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.057219973009446694, "fast_rcnn/fg_cls_accuracy": 0.9316808059384942, "iteration": 56459, "loss_box_reg": 0.09442213550209999, "loss_cls": 0.05762680992484093, "loss_rpn_cls": 0.004627772606909275, "loss_rpn_loc": 0.043370211496949196, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.2922933119989466, "total_loss": 0.20073877833783627} +{"data_time": 0.0037771449988213135, "eta_seconds": 1024.530740645714, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.045875850340136054, "fast_rcnn/fg_cls_accuracy": 0.9521427272018503, "iteration": 56479, "loss_box_reg": 0.09986242279410362, "loss_cls": 0.05834514647722244, "loss_rpn_cls": 0.005928409053012729, "loss_rpn_loc": 0.02245576586574316, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2916911740012438, "total_loss": 0.1881765524740331} +{"data_time": 0.0038145614980749087, "eta_seconds": 1018.7095432556816, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0639780044446977, "fast_rcnn/fg_cls_accuracy": 0.9266228230422604, "iteration": 56499, "loss_box_reg": 0.1124667152762413, "loss_cls": 0.06757965311408043, "loss_rpn_cls": 0.005469633731991053, "loss_rpn_loc": 0.02353417780250311, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2914448479987186, "total_loss": 0.24536729598185048} +{"data_time": 0.003734413501661038, "eta_seconds": 1013.0207685523055, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06115343555900621, "fast_rcnn/fg_cls_accuracy": 0.933917963224894, "iteration": 56519, "loss_box_reg": 0.1278712898492813, "loss_cls": 0.0645611360669136, "loss_rpn_cls": 0.005408759228885174, "loss_rpn_loc": 0.025279995054006577, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29339697849718505, "total_loss": 0.23608540813438594} +{"data_time": 0.0037707094998040702, "eta_seconds": 1007.0618892745915, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.0441789718348373, "fast_rcnn/fg_cls_accuracy": 0.9463617546373697, "iteration": 56539, "loss_box_reg": 0.10296113416552544, "loss_cls": 0.05086919665336609, "loss_rpn_cls": 0.00761389615945518, "loss_rpn_loc": 0.02438965067267418, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.28868246949969034, "total_loss": 0.20118794846348464} +{"data_time": 0.003699126998981228, "eta_seconds": 1000.795926835126, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.059532246633593196, "fast_rcnn/fg_cls_accuracy": 0.9284801136363636, "iteration": 56559, "loss_box_reg": 0.10681989416480064, "loss_cls": 0.06340041197836399, "loss_rpn_cls": 0.007095239823684096, "loss_rpn_loc": 0.025013470090925694, "lr": 0.00025, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.28912957049942634, "total_loss": 0.2215410501230508} +{"data_time": 0.004331046500738012, "eta_seconds": 995.3768377844972, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.04676724137931035, "fast_rcnn/fg_cls_accuracy": 0.9283550792171482, "iteration": 56579, "loss_box_reg": 0.11081913113594055, "loss_cls": 0.06635796278715134, "loss_rpn_cls": 0.010345551185309887, "loss_rpn_loc": 0.035617051646113396, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.29320342949904443, "total_loss": 0.26295865955762565} +{"data_time": 0.004327644999648328, "eta_seconds": 989.7787667963712, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.0518262987012987, "fast_rcnn/fg_cls_accuracy": 0.9406601123595506, "iteration": 56599, "loss_box_reg": 0.13142220675945282, "loss_cls": 0.07568138092756271, "loss_rpn_cls": 0.005452323472127318, "loss_rpn_loc": 0.026087867096066475, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29227926100065815, "total_loss": 0.2374389321776107} +{"data_time": 0.004486543000894017, "eta_seconds": 984.0986407229866, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.06410200140449437, "fast_rcnn/fg_cls_accuracy": 0.9315104166666667, "iteration": 56619, "loss_box_reg": 0.11686687543988228, "loss_cls": 0.062468284741044044, "loss_rpn_cls": 0.005036353133618832, "loss_rpn_loc": 0.031747786328196526, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2932103945004201, "total_loss": 0.2118493439629674} +{"data_time": 0.004203514501568861, "eta_seconds": 978.2216421610792, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.05182177947598253, "fast_rcnn/fg_cls_accuracy": 0.9313482570061518, "iteration": 56639, "loss_box_reg": 0.11301183700561523, "loss_cls": 0.07851501926779747, "loss_rpn_cls": 0.00474286824464798, "loss_rpn_loc": 0.025282997637987137, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.28951694300121744, "total_loss": 0.24854275328107178} +{"data_time": 0.0036669504988822155, "eta_seconds": 972.2670594726151, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05881692418253683, "fast_rcnn/fg_cls_accuracy": 0.9355031098236346, "iteration": 56659, "loss_box_reg": 0.12606389448046684, "loss_cls": 0.07442668825387955, "loss_rpn_cls": 0.004109320696443319, "loss_rpn_loc": 0.0277707576751709, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.29055492649968073, "total_loss": 0.24211599177215248} +{"data_time": 0.003795146500124247, "eta_seconds": 966.4898546364566, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04747816286277824, "fast_rcnn/fg_cls_accuracy": 0.9431266846361186, "iteration": 56679, "loss_box_reg": 0.09406321495771408, "loss_cls": 0.045846352353692055, "loss_rpn_cls": 0.00551707879640162, "loss_rpn_loc": 0.029796813614666462, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29023450599925127, "total_loss": 0.1787645585136488} +{"data_time": 0.0037166274996707216, "eta_seconds": 960.7027072454002, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.05540548836638222, "fast_rcnn/fg_cls_accuracy": 0.944049797726835, "iteration": 56699, "loss_box_reg": 0.09634610638022423, "loss_cls": 0.05430803447961807, "loss_rpn_cls": 0.0073065736796706915, "loss_rpn_loc": 0.02737334929406643, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.290420429999358, "total_loss": 0.18701999518088996} +{"data_time": 0.004080324499227572, "eta_seconds": 954.9946615175577, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.04798850574712644, "fast_rcnn/fg_cls_accuracy": 0.9455882352941176, "iteration": 56719, "loss_box_reg": 0.1177404522895813, "loss_cls": 0.06031319312751293, "loss_rpn_cls": 0.005959372967481613, "loss_rpn_loc": 0.049323080107569695, "lr": 0.00025, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2950983369992173, "total_loss": 0.27784247550880536} +{"data_time": 0.0040076409986795625, "eta_seconds": 949.1762193720206, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05859375, "fast_rcnn/fg_cls_accuracy": 0.9299435028248588, "iteration": 56739, "loss_box_reg": 0.09382186830043793, "loss_cls": 0.05302338860929012, "loss_rpn_cls": 0.005616395268589258, "loss_rpn_loc": 0.026432636193931103, "lr": 0.00025, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.2921524249995855, "total_loss": 0.20487262560345698} +{"data_time": 0.0038664939984300872, "eta_seconds": 943.6507257589255, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.04957010001754694, "fast_rcnn/fg_cls_accuracy": 0.9480136303191489, "iteration": 56759, "loss_box_reg": 0.09427803382277489, "loss_cls": 0.0507116224616766, "loss_rpn_cls": 0.007591221714392304, "loss_rpn_loc": 0.024980781599879265, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2919192745011969, "total_loss": 0.19330011866986752} +{"data_time": 0.0038807150012871716, "eta_seconds": 938.1962788785677, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06355905998763142, "fast_rcnn/fg_cls_accuracy": 0.9216116573033708, "iteration": 56779, "loss_box_reg": 0.09972792863845825, "loss_cls": 0.0760895125567913, "loss_rpn_cls": 0.005810069851577282, "loss_rpn_loc": 0.024759364314377308, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2942202409994934, "total_loss": 0.25130452640587464} +{"data_time": 0.003977414500695886, "eta_seconds": 932.1291695930995, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05975609756097561, "fast_rcnn/fg_cls_accuracy": 0.9252813551456085, "iteration": 56799, "loss_box_reg": 0.11975187063217163, "loss_cls": 0.05687463656067848, "loss_rpn_cls": 0.012246676720678806, "loss_rpn_loc": 0.025242787785828114, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.2898638694987312, "total_loss": 0.23649926530197263} +{"data_time": 0.004043902999910642, "eta_seconds": 926.6044256093664, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04317970204841713, "fast_rcnn/fg_cls_accuracy": 0.9516355140186916, "iteration": 56819, "loss_box_reg": 0.100185327231884, "loss_cls": 0.05181165412068367, "loss_rpn_cls": 0.013015749398618937, "loss_rpn_loc": 0.05601714178919792, "lr": 0.00025, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.2924753255010728, "total_loss": 0.2288079005666077} +{"data_time": 0.0037827355008630548, "eta_seconds": 920.7143606385944, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05673976608187134, "fast_rcnn/fg_cls_accuracy": 0.9372619047619047, "iteration": 56839, "loss_box_reg": 0.10555209964513779, "loss_cls": 0.05583242140710354, "loss_rpn_cls": 0.008810953237116337, "loss_rpn_loc": 0.03392231836915016, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2934309354986908, "total_loss": 0.22442176472395658} +{"data_time": 0.003819272502369131, "eta_seconds": 915.0612225165605, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06231810892676842, "fast_rcnn/fg_cls_accuracy": 0.9327350878515949, "iteration": 56859, "loss_box_reg": 0.12518160790205002, "loss_cls": 0.06494156643748283, "loss_rpn_cls": 0.0068956720642745495, "loss_rpn_loc": 0.024408220313489437, "lr": 0.00025, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29226028050106834, "total_loss": 0.24493592273211107} +{"data_time": 0.0037852510013181018, "eta_seconds": 909.3019041657681, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.07445716338996972, "fast_rcnn/fg_cls_accuracy": 0.9097927671678179, "iteration": 56879, "loss_box_reg": 0.1187451109290123, "loss_cls": 0.07740060612559319, "loss_rpn_cls": 0.008387825917452574, "loss_rpn_loc": 0.03509209491312504, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.2920279654990736, "total_loss": 0.2569992763455957} +{"data_time": 0.0037905159988440573, "eta_seconds": 903.5891299496143, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.061916029608057276, "fast_rcnn/fg_cls_accuracy": 0.9187139523620833, "iteration": 56899, "loss_box_reg": 0.15338115394115448, "loss_cls": 0.11121358722448349, "loss_rpn_cls": 0.009291969239711761, "loss_rpn_loc": 0.034606410190463066, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.2940999565016682, "total_loss": 0.30616095568984747} +{"data_time": 0.0037944210016576108, "eta_seconds": 898.0171138403966, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.061230126326912916, "fast_rcnn/fg_cls_accuracy": 0.9338584946443154, "iteration": 56919, "loss_box_reg": 0.097661092877388, "loss_cls": 0.05934485048055649, "loss_rpn_cls": 0.008653292432427406, "loss_rpn_loc": 0.04250307008624077, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.2927801899986662, "total_loss": 0.21400285745039582} +{"data_time": 0.0037670800029445672, "eta_seconds": 892.1974481093275, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06933171708653948, "fast_rcnn/fg_cls_accuracy": 0.9041053921568627, "iteration": 56939, "loss_box_reg": 0.11383403092622757, "loss_cls": 0.07626976445317268, "loss_rpn_cls": 0.006195284426212311, "loss_rpn_loc": 0.03602083586156368, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.2911640444999648, "total_loss": 0.2383147832006216} +{"data_time": 0.0038752399996155873, "eta_seconds": 886.4593792060623, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06053870292887029, "fast_rcnn/fg_cls_accuracy": 0.9394612970711297, "iteration": 56959, "loss_box_reg": 0.14152312278747559, "loss_cls": 0.07559302821755409, "loss_rpn_cls": 0.009176057297736406, "loss_rpn_loc": 0.04549173265695572, "lr": 0.00025, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.2932322654996824, "total_loss": 0.2568268624600023} +{"data_time": 0.00405448250239715, "eta_seconds": 880.8896165710394, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.052922517143256985, "fast_rcnn/fg_cls_accuracy": 0.9446992450685932, "iteration": 56979, "loss_box_reg": 0.11303655803203583, "loss_cls": 0.05246461369097233, "loss_rpn_cls": 0.008437559008598328, "loss_rpn_loc": 0.029247323982417583, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.2947570314972836, "total_loss": 0.19857828761450946} +{"data_time": 0.0036551249995682156, "eta_seconds": 875.2954274987133, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.05407914959016394, "fast_rcnn/fg_cls_accuracy": 0.939453125, "iteration": 56999, "loss_box_reg": 0.1186935342848301, "loss_cls": 0.06539416313171387, "loss_rpn_cls": 0.005147648276761174, "loss_rpn_loc": 0.024773744866251945, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.29354493000209914, "total_loss": 0.2280784830218181} +{"data_time": 0.003708467500473489, "eta_seconds": 869.4709569466431, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.033831264464548705, "fast_rcnn/fg_cls_accuracy": 0.9610066707095208, "iteration": 57019, "loss_box_reg": 0.09132574498653412, "loss_cls": 0.042581699788570404, "loss_rpn_cls": 0.004747038008645177, "loss_rpn_loc": 0.023006672970950603, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29424973749883065, "total_loss": 0.17120246385456994} +{"data_time": 0.004007591500339913, "eta_seconds": 863.8568088378815, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04625914977477477, "fast_rcnn/fg_cls_accuracy": 0.9331583649765468, "iteration": 57039, "loss_box_reg": 0.11438561975955963, "loss_cls": 0.0654770452529192, "loss_rpn_cls": 0.004733935697004199, "loss_rpn_loc": 0.03562062792479992, "lr": 0.00025, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2949982075006119, "total_loss": 0.23070067295338959} +{"data_time": 0.003896015499776695, "eta_seconds": 858.3638611779679, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04516653583043624, "fast_rcnn/fg_cls_accuracy": 0.9455004455004454, "iteration": 57059, "loss_box_reg": 0.11017236486077309, "loss_cls": 0.045161616057157516, "loss_rpn_cls": 0.004609564784914255, "loss_rpn_loc": 0.03730067145079374, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29549621499973, "total_loss": 0.18520800514670555} +{"data_time": 0.003768209498957731, "eta_seconds": 852.6843241364259, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.07280483128834356, "fast_rcnn/fg_cls_accuracy": 0.9271951687116564, "iteration": 57079, "loss_box_reg": 0.14057306945323944, "loss_cls": 0.0710204653441906, "loss_rpn_cls": 0.004133686190471053, "loss_rpn_loc": 0.03815027140080929, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2942441975010297, "total_loss": 0.2939515906618908} +{"data_time": 0.0037585595000564354, "eta_seconds": 846.9771073527227, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.058190827240316635, "fast_rcnn/fg_cls_accuracy": 0.9303097848337352, "iteration": 57099, "loss_box_reg": 0.10651502758264542, "loss_cls": 0.06974179670214653, "loss_rpn_cls": 0.008352280594408512, "loss_rpn_loc": 0.03813704289495945, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2932235549997131, "total_loss": 0.2324662155006081} +{"data_time": 0.0036870055009785574, "eta_seconds": 841.4026430400554, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.061180124223602486, "fast_rcnn/fg_cls_accuracy": 0.93119366094795, "iteration": 57119, "loss_box_reg": 0.10462633520364761, "loss_cls": 0.06139061041176319, "loss_rpn_cls": 0.009886746760457754, "loss_rpn_loc": 0.03924037702381611, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2937679405004019, "total_loss": 0.24013404734432697} +{"data_time": 0.0037778054993395926, "eta_seconds": 835.298338160901, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.06153029911956179, "fast_rcnn/fg_cls_accuracy": 0.9351932617347216, "iteration": 57139, "loss_box_reg": 0.12911375612020493, "loss_cls": 0.07742740586400032, "loss_rpn_cls": 0.008366535883396864, "loss_rpn_loc": 0.021961534395813942, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.29152523599987035, "total_loss": 0.23613114189356565} +{"data_time": 0.003775430499445065, "eta_seconds": 829.465085642878, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.03783182323954856, "fast_rcnn/fg_cls_accuracy": 0.955519244734931, "iteration": 57159, "loss_box_reg": 0.09128939360380173, "loss_cls": 0.04528784565627575, "loss_rpn_cls": 0.004571249242872, "loss_rpn_loc": 0.029502722434699535, "lr": 0.00025, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2903760230001353, "total_loss": 0.16311117121949792} +{"data_time": 0.0036483039984887, "eta_seconds": 823.7107143604226, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.07476021039603961, "fast_rcnn/fg_cls_accuracy": 0.9226053419295418, "iteration": 57179, "loss_box_reg": 0.11083187162876129, "loss_cls": 0.056397562846541405, "loss_rpn_cls": 0.011546587105840445, "loss_rpn_loc": 0.03419194743037224, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29294491749897134, "total_loss": 0.21464663418009877} +{"data_time": 0.00366555949949543, "eta_seconds": 817.7824788028374, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07108439371257486, "fast_rcnn/fg_cls_accuracy": 0.921792130025663, "iteration": 57199, "loss_box_reg": 0.11070775240659714, "loss_cls": 0.06765181943774223, "loss_rpn_cls": 0.008682023268193007, "loss_rpn_loc": 0.030746391974389553, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.2910307130005094, "total_loss": 0.2386564537882805} +{"data_time": 0.0038531684986082837, "eta_seconds": 811.9333496808758, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.07878250591016549, "fast_rcnn/fg_cls_accuracy": 0.9187270726338959, "iteration": 57219, "loss_box_reg": 0.09613337740302086, "loss_cls": 0.05648393929004669, "loss_rpn_cls": 0.006493061780929565, "loss_rpn_loc": 0.026592917740345, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29416846350068226, "total_loss": 0.20069060288369656} +{"data_time": 0.0037555444996542064, "eta_seconds": 806.3562745816307, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.062198649951783994, "fast_rcnn/fg_cls_accuracy": 0.9361396684264147, "iteration": 57239, "loss_box_reg": 0.08913377672433853, "loss_cls": 0.07722309231758118, "loss_rpn_cls": 0.0065674681682139635, "loss_rpn_loc": 0.031089017167687416, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29538026050067856, "total_loss": 0.21448866953141987} +{"data_time": 0.0037919765018159524, "eta_seconds": 800.6536409200999, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.057830031033659586, "fast_rcnn/fg_cls_accuracy": 0.9292847235981772, "iteration": 57259, "loss_box_reg": 0.12265754863619804, "loss_cls": 0.06078670732676983, "loss_rpn_cls": 0.010904023889452219, "loss_rpn_loc": 0.03296197019517422, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.2941642434998357, "total_loss": 0.2417027079500258} +{"data_time": 0.0038573345009353943, "eta_seconds": 794.8757578371442, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0738315960355434, "fast_rcnn/fg_cls_accuracy": 0.9042901542901542, "iteration": 57279, "loss_box_reg": 0.1265759915113449, "loss_cls": 0.07593555748462677, "loss_rpn_cls": 0.009259428828954697, "loss_rpn_loc": 0.02392479684203863, "lr": 0.00025, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.29306683799950406, "total_loss": 0.25520026055164635} +{"data_time": 0.003752733999135671, "eta_seconds": 789.0955888513417, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.046997148900947305, "fast_rcnn/fg_cls_accuracy": 0.947687471935339, "iteration": 57299, "loss_box_reg": 0.10639632493257523, "loss_cls": 0.06252121180295944, "loss_rpn_cls": 0.006868073716759682, "loss_rpn_loc": 0.030274873599410057, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2914566079980432, "total_loss": 0.19775121193379164} +{"data_time": 0.00375189400074305, "eta_seconds": 783.4082146405854, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.057628524046434496, "fast_rcnn/fg_cls_accuracy": 0.9312235120692832, "iteration": 57319, "loss_box_reg": 0.11242172867059708, "loss_cls": 0.07311294972896576, "loss_rpn_cls": 0.0069515707436949015, "loss_rpn_loc": 0.023619956336915493, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.29439955449925037, "total_loss": 0.22287915321066976} +{"data_time": 0.0037093920018378412, "eta_seconds": 777.5880870074616, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.0530148185998978, "fast_rcnn/fg_cls_accuracy": 0.9462073748146731, "iteration": 57339, "loss_box_reg": 0.09716751426458359, "loss_cls": 0.045524246990680695, "loss_rpn_cls": 0.008332837373018265, "loss_rpn_loc": 0.03608752600848675, "lr": 0.00025, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29230642750007974, "total_loss": 0.19109793670941144} +{"data_time": 0.0038702439996995963, "eta_seconds": 771.9770308765874, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05610712901975978, "fast_rcnn/fg_cls_accuracy": 0.9383040021440057, "iteration": 57359, "loss_box_reg": 0.1151367574930191, "loss_cls": 0.061902059242129326, "loss_rpn_cls": 0.005499390186741948, "loss_rpn_loc": 0.028483673930168152, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.2948074989999441, "total_loss": 0.21393982414156199} +{"data_time": 0.0037905004992353497, "eta_seconds": 766.2332514933587, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.06626506024096385, "fast_rcnn/fg_cls_accuracy": 0.9126506024096386, "iteration": 57379, "loss_box_reg": 0.10149160400032997, "loss_cls": 0.06695732101798058, "loss_rpn_cls": 0.006324921967461705, "loss_rpn_loc": 0.02568469289690256, "lr": 0.00025, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2919288000011875, "total_loss": 0.2243521842174232} +{"data_time": 0.0037671350000891834, "eta_seconds": 760.384142703333, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.07893842406389848, "fast_rcnn/fg_cls_accuracy": 0.9139200267692822, "iteration": 57399, "loss_box_reg": 0.10624183714389801, "loss_cls": 0.06149376183748245, "loss_rpn_cls": 0.0078864477109164, "loss_rpn_loc": 0.024690072052180767, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.292214248500386, "total_loss": 0.21481444616802037} +{"data_time": 0.0038063514984969515, "eta_seconds": 754.8654441930194, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.04430557224692545, "fast_rcnn/fg_cls_accuracy": 0.949609375, "iteration": 57419, "loss_box_reg": 0.09546167775988579, "loss_cls": 0.04815017059445381, "loss_rpn_cls": 0.005054149078205228, "loss_rpn_loc": 0.029698599129915237, "lr": 0.00025, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.2961903124996752, "total_loss": 0.20363585965242237} +{"data_time": 0.0037705644990637666, "eta_seconds": 749.0878259157762, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05866625926208846, "fast_rcnn/fg_cls_accuracy": 0.9159606073943662, "iteration": 57439, "loss_box_reg": 0.11277266219258308, "loss_cls": 0.06768028810620308, "loss_rpn_cls": 0.008339230204001069, "loss_rpn_loc": 0.04794629104435444, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.29382203800014395, "total_loss": 0.24838219583034515} +{"data_time": 0.003685145500639919, "eta_seconds": 743.2776396791451, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04507891349996613, "fast_rcnn/fg_cls_accuracy": 0.949363156259708, "iteration": 57459, "loss_box_reg": 0.09612691402435303, "loss_cls": 0.050702979788184166, "loss_rpn_cls": 0.006837115623056889, "loss_rpn_loc": 0.02273637242615223, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29319524350103165, "total_loss": 0.18694161833263934} +{"data_time": 0.003705656999954954, "eta_seconds": 737.4250598391518, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.044575825825825824, "fast_rcnn/fg_cls_accuracy": 0.9468415115623237, "iteration": 57479, "loss_box_reg": 0.10087715834379196, "loss_cls": 0.06119067594408989, "loss_rpn_cls": 0.009744066745042801, "loss_rpn_loc": 0.019095346331596375, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.29094523399726313, "total_loss": 0.20741109643131495} +{"data_time": 0.0037744744986412115, "eta_seconds": 731.5816437494504, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.04878048780487805, "fast_rcnn/fg_cls_accuracy": 0.9459293908007573, "iteration": 57499, "loss_box_reg": 0.1095203123986721, "loss_cls": 0.04845975153148174, "loss_rpn_cls": 0.00612128502689302, "loss_rpn_loc": 0.021823429502546787, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29271781150055176, "total_loss": 0.21369309606961906} +{"data_time": 0.00370546649901371, "eta_seconds": 725.7289905994548, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.05713553079397641, "fast_rcnn/fg_cls_accuracy": 0.9378342245989305, "iteration": 57519, "loss_box_reg": 0.09717033803462982, "loss_cls": 0.06134159117937088, "loss_rpn_cls": 0.006924608023837209, "loss_rpn_loc": 0.041182514280080795, "lr": 0.00025, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.2940121219999128, "total_loss": 0.23066676664166152} +{"data_time": 0.0038181670006451895, "eta_seconds": 720.1672951805085, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.05607846586910627, "fast_rcnn/fg_cls_accuracy": 0.9413705137227305, "iteration": 57539, "loss_box_reg": 0.10258474200963974, "loss_cls": 0.05451958440244198, "loss_rpn_cls": 0.0069154174998402596, "loss_rpn_loc": 0.028337255120277405, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.293582336500549, "total_loss": 0.19349558261455968} +{"data_time": 0.0036988965002819896, "eta_seconds": 714.6389242035366, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.07164242942686055, "fast_rcnn/fg_cls_accuracy": 0.9184612465610473, "iteration": 57559, "loss_box_reg": 0.13297473639249802, "loss_cls": 0.07620353996753693, "loss_rpn_cls": 0.00831235502846539, "loss_rpn_loc": 0.030234255827963352, "lr": 0.00025, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2934952475006867, "total_loss": 0.23308998346328735} +{"data_time": 0.004211679999571061, "eta_seconds": 708.8835977310373, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.0570935960591133, "fast_rcnn/fg_cls_accuracy": 0.9349154135338346, "iteration": 57579, "loss_box_reg": 0.0979740060865879, "loss_cls": 0.0518850963562727, "loss_rpn_cls": 0.006407695123925805, "loss_rpn_loc": 0.020414499565958977, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.2955506084999797, "total_loss": 0.19872284677694552} +{"data_time": 0.0038352379997377284, "eta_seconds": 703.152777600917, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.06631229235880398, "fast_rcnn/fg_cls_accuracy": 0.9250801282051282, "iteration": 57599, "loss_box_reg": 0.11852303519845009, "loss_cls": 0.05578215606510639, "loss_rpn_cls": 0.003702739020809531, "loss_rpn_loc": 0.025365039706230164, "lr": 0.00025, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2994072315032099, "total_loss": 0.22945127123966813} +{"data_time": 0.003687121499751811, "eta_seconds": 697.2027025608986, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06830197480951641, "fast_rcnn/fg_cls_accuracy": 0.9160872993119267, "iteration": 57619, "loss_box_reg": 0.13161708414554596, "loss_cls": 0.07517483457922935, "loss_rpn_cls": 0.009622357785701752, "loss_rpn_loc": 0.03660174272954464, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.29225720499925956, "total_loss": 0.2778119007125497} +{"data_time": 0.003678736000438221, "eta_seconds": 691.3663365008688, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.053925925925925926, "fast_rcnn/fg_cls_accuracy": 0.9403703703703703, "iteration": 57639, "loss_box_reg": 0.10950431227684021, "loss_cls": 0.06271850503981113, "loss_rpn_cls": 0.006449145497754216, "loss_rpn_loc": 0.03580744192004204, "lr": 0.00025, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.29250297650105495, "total_loss": 0.2418018956668675} +{"data_time": 0.003742447999684373, "eta_seconds": 685.6010916285959, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06628170139120015, "fast_rcnn/fg_cls_accuracy": 0.926672501504294, "iteration": 57659, "loss_box_reg": 0.11760038882493973, "loss_cls": 0.06726779416203499, "loss_rpn_cls": 0.008248369209468365, "loss_rpn_loc": 0.024184828624129295, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29314620699915395, "total_loss": 0.24086378049105406} +{"data_time": 0.003814947000137181, "eta_seconds": 680.1380497981154, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.09764091948074352, "fast_rcnn/fg_cls_accuracy": 0.9003816793893129, "iteration": 57679, "loss_box_reg": 0.13424871861934662, "loss_cls": 0.07879206538200378, "loss_rpn_cls": 0.007053118199110031, "loss_rpn_loc": 0.023979932069778442, "lr": 0.00025, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2946093495011155, "total_loss": 0.24088745517656207} +{"data_time": 0.0038410779998230282, "eta_seconds": 674.4680908033843, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.039266167019470985, "fast_rcnn/fg_cls_accuracy": 0.9527529761904762, "iteration": 57699, "loss_box_reg": 0.10980315506458282, "loss_cls": 0.05371357314288616, "loss_rpn_cls": 0.009519454557448626, "loss_rpn_loc": 0.025996677577495575, "lr": 0.00025, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.29739802350013633, "total_loss": 0.220409472938627} +{"data_time": 0.0037065814995003166, "eta_seconds": 668.4845167808089, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.0586890243902439, "fast_rcnn/fg_cls_accuracy": 0.9385264469362329, "iteration": 57719, "loss_box_reg": 0.11814243718981743, "loss_cls": 0.06447209045290947, "loss_rpn_cls": 0.008567977230995893, "loss_rpn_loc": 0.047368839383125305, "lr": 0.00025, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.2927885344979586, "total_loss": 0.247860673465766} +{"data_time": 0.0037359930011007236, "eta_seconds": 662.6206175108018, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0584939552919708, "fast_rcnn/fg_cls_accuracy": 0.9415060447080292, "iteration": 57739, "loss_box_reg": 0.12036264687776566, "loss_cls": 0.05599634908139706, "loss_rpn_cls": 0.0054850769229233265, "loss_rpn_loc": 0.02668868750333786, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2932286550003482, "total_loss": 0.2274935480672866} +{"data_time": 0.003907750999132986, "eta_seconds": 656.9058764807414, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.07297794117647059, "fast_rcnn/fg_cls_accuracy": 0.9196882412741444, "iteration": 57759, "loss_box_reg": 0.1403913050889969, "loss_cls": 0.07665903866291046, "loss_rpn_cls": 0.008339209947735071, "loss_rpn_loc": 0.03384633734822273, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2944722680003906, "total_loss": 0.28670802066335455} +{"data_time": 0.003838017999441945, "eta_seconds": 650.8928189707876, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04732364409783765, "fast_rcnn/fg_cls_accuracy": 0.9382306477093207, "iteration": 57779, "loss_box_reg": 0.09410937130451202, "loss_cls": 0.047561224550008774, "loss_rpn_cls": 0.0066202140878885984, "loss_rpn_loc": 0.02853359468281269, "lr": 0.00025, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2915802294992318, "total_loss": 0.176699097501114} +{"data_time": 0.003772560001380043, "eta_seconds": 645.1754144007282, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.06293402777777778, "fast_rcnn/fg_cls_accuracy": 0.9251922123015873, "iteration": 57799, "loss_box_reg": 0.10284212976694107, "loss_cls": 0.0638781413435936, "loss_rpn_cls": 0.006435698363929987, "loss_rpn_loc": 0.0233095521107316, "lr": 0.00025, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.2932411559995671, "total_loss": 0.22682148171588778} +{"data_time": 0.00373031799972523, "eta_seconds": 639.2832483745224, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04789604771580258, "fast_rcnn/fg_cls_accuracy": 0.9452054794520548, "iteration": 57819, "loss_box_reg": 0.09587212651968002, "loss_cls": 0.05244876258075237, "loss_rpn_cls": 0.007117928704246879, "loss_rpn_loc": 0.02552214451134205, "lr": 0.00025, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.2917515419994743, "total_loss": 0.2231475468724966} +{"data_time": 0.0038202224986889632, "eta_seconds": 633.3432012012054, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.06042965878642734, "fast_rcnn/fg_cls_accuracy": 0.9322916666666667, "iteration": 57839, "loss_box_reg": 0.1077200397849083, "loss_cls": 0.056017784401774406, "loss_rpn_cls": 0.009771388489753008, "loss_rpn_loc": 0.028714202344417572, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.29198882749915356, "total_loss": 0.204144433606416} +{"data_time": 0.0037764005010103574, "eta_seconds": 627.5382994388929, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05341132155552018, "fast_rcnn/fg_cls_accuracy": 0.9238037447988905, "iteration": 57859, "loss_box_reg": 0.10925132781267166, "loss_cls": 0.05702282302081585, "loss_rpn_cls": 0.00733118737116456, "loss_rpn_loc": 0.036087989807128906, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2946514564991958, "total_loss": 0.21861613122746348} +{"data_time": 0.0037508634995901957, "eta_seconds": 621.5754426214698, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.05079445571331981, "fast_rcnn/fg_cls_accuracy": 0.9492055442866802, "iteration": 57879, "loss_box_reg": 0.10276418551802635, "loss_cls": 0.036954060196876526, "loss_rpn_cls": 0.005315601592883468, "loss_rpn_loc": 0.03674492612481117, "lr": 0.00025, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.29100962200027425, "total_loss": 0.2010251670726575} +{"data_time": 0.0036363640010677045, "eta_seconds": 615.6919093487886, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05623100303951367, "fast_rcnn/fg_cls_accuracy": 0.9345238095238095, "iteration": 57899, "loss_box_reg": 0.09389977157115936, "loss_cls": 0.04912043176591396, "loss_rpn_cls": 0.011284803040325642, "loss_rpn_loc": 0.027113160118460655, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2916080255017732, "total_loss": 0.18220014532562345} +{"data_time": 0.003709091997734504, "eta_seconds": 609.7229559201514, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.08983324367939752, "fast_rcnn/fg_cls_accuracy": 0.8988831795302014, "iteration": 57919, "loss_box_reg": 0.12016044929623604, "loss_cls": 0.07160250842571259, "loss_rpn_cls": 0.010007241740822792, "loss_rpn_loc": 0.047368353232741356, "lr": 0.00025, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.29148725450068014, "total_loss": 0.2689728350378573} +{"data_time": 0.0037154775000090012, "eta_seconds": 603.9644444088117, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.03201500394840748, "fast_rcnn/fg_cls_accuracy": 0.9542201274330104, "iteration": 57939, "loss_box_reg": 0.09206030145287514, "loss_cls": 0.06923336908221245, "loss_rpn_cls": 0.00711273611523211, "loss_rpn_loc": 0.025187039747834206, "lr": 0.00025, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.2916861535013595, "total_loss": 0.2115072424930986} +{"data_time": 0.0038200669987418223, "eta_seconds": 598.0584921000263, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06009306803594351, "fast_rcnn/fg_cls_accuracy": 0.9399069319640565, "iteration": 57959, "loss_box_reg": 0.10841621086001396, "loss_cls": 0.059708816930651665, "loss_rpn_cls": 0.006626039510592818, "loss_rpn_loc": 0.03036895301192999, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.29188626300128817, "total_loss": 0.21336441324092448} +{"data_time": 0.003816702001131489, "eta_seconds": 592.0698477003316, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.05205454210429335, "fast_rcnn/fg_cls_accuracy": 0.9374859371484288, "iteration": 57979, "loss_box_reg": 0.11076391115784645, "loss_cls": 0.058794768527150154, "loss_rpn_cls": 0.005900556920096278, "loss_rpn_loc": 0.024077970534563065, "lr": 0.00025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.2920285049985978, "total_loss": 0.2002231216902146} +{"data_time": 0.0036760454986506375, "eta_seconds": 586.0071189963492, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.056010167838986005, "fast_rcnn/fg_cls_accuracy": 0.930089359465345, "iteration": 57999, "loss_box_reg": 0.11033393070101738, "loss_cls": 0.05576813966035843, "loss_rpn_cls": 0.009270704817026854, "loss_rpn_loc": 0.030308784916996956, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.290639970000484, "total_loss": 0.20715603255666792} +{"data_time": 0.0037409084998216713, "eta_seconds": 579.9817306837576, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.054386223138062996, "fast_rcnn/fg_cls_accuracy": 0.9337375415282392, "iteration": 58019, "loss_box_reg": 0.09356819838285446, "loss_cls": 0.05401347763836384, "loss_rpn_cls": 0.006680018734186888, "loss_rpn_loc": 0.024890152737498283, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.2907932569996774, "total_loss": 0.18789819505764171} +{"data_time": 0.0038200169983610976, "eta_seconds": 573.9579259410675, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05005100963906283, "fast_rcnn/fg_cls_accuracy": 0.9442311070953493, "iteration": 58039, "loss_box_reg": 0.10238786041736603, "loss_cls": 0.07453633472323418, "loss_rpn_cls": 0.010745299980044365, "loss_rpn_loc": 0.027798760682344437, "lr": 0.00025, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29038608849987213, "total_loss": 0.22968425613362342} +{"data_time": 0.003781970499403542, "eta_seconds": 568.0290424711711, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06726998491704374, "fast_rcnn/fg_cls_accuracy": 0.9227453580901857, "iteration": 58059, "loss_box_reg": 0.10458429902791977, "loss_cls": 0.06487994454801083, "loss_rpn_cls": 0.007951282896101475, "loss_rpn_loc": 0.03398069739341736, "lr": 0.00025, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.29361226850051025, "total_loss": 0.2189250634983182} +{"data_time": 0.0038609540006291354, "eta_seconds": 562.0790841593407, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06567584881486227, "fast_rcnn/fg_cls_accuracy": 0.9187086269485373, "iteration": 58079, "loss_box_reg": 0.12271839380264282, "loss_cls": 0.07796268910169601, "loss_rpn_cls": 0.01106687868013978, "loss_rpn_loc": 0.02518343646079302, "lr": 0.00025, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29251798249970307, "total_loss": 0.26920823473483324} +{"data_time": 0.0037555094986601034, "eta_seconds": 556.2240936993476, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.038752052545156, "fast_rcnn/fg_cls_accuracy": 0.9550109355517855, "iteration": 58099, "loss_box_reg": 0.10125966370105743, "loss_cls": 0.04777169041335583, "loss_rpn_cls": 0.008088025730103254, "loss_rpn_loc": 0.032740816473960876, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.2942113110002538, "total_loss": 0.19142479519359767} +{"data_time": 0.0037859210005990462, "eta_seconds": 550.1957879218389, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.04815104166666667, "fast_rcnn/fg_cls_accuracy": 0.9399836300388786, "iteration": 58119, "loss_box_reg": 0.10496287047863007, "loss_cls": 0.056486934423446655, "loss_rpn_cls": 0.005064999684691429, "loss_rpn_loc": 0.03231341764330864, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.29128431050048675, "total_loss": 0.20693162875249982} +{"data_time": 0.003745348500160617, "eta_seconds": 544.491680249339, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04295125164690382, "fast_rcnn/fg_cls_accuracy": 0.9408940108259123, "iteration": 58139, "loss_box_reg": 0.10769404470920563, "loss_cls": 0.06256202049553394, "loss_rpn_cls": 0.008077491540461779, "loss_rpn_loc": 0.0248966533690691, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.29381790249863116, "total_loss": 0.21582713327370584} +{"data_time": 0.0036727554997924017, "eta_seconds": 538.6792712392344, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.042586852641095185, "fast_rcnn/fg_cls_accuracy": 0.9382352941176471, "iteration": 58159, "loss_box_reg": 0.07989466562867165, "loss_cls": 0.043053604662418365, "loss_rpn_cls": 0.004452716326341033, "loss_rpn_loc": 0.025735986419022083, "lr": 0.00025, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29236026449871133, "total_loss": 0.14967337413690984} +{"data_time": 0.0038778404996264726, "eta_seconds": 532.8495981898232, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.04558392271864757, "fast_rcnn/fg_cls_accuracy": 0.9490684836984647, "iteration": 58179, "loss_box_reg": 0.0917501226067543, "loss_cls": 0.049236828461289406, "loss_rpn_cls": 0.006952558644115925, "loss_rpn_loc": 0.02460998948663473, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29330654900149966, "total_loss": 0.18455498770345002} +{"data_time": 0.003874579999319394, "eta_seconds": 527.1042177009804, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05265111346765641, "fast_rcnn/fg_cls_accuracy": 0.9337778589696748, "iteration": 58199, "loss_box_reg": 0.11651978269219398, "loss_cls": 0.07042568922042847, "loss_rpn_cls": 0.008682993706315756, "loss_rpn_loc": 0.02301064133644104, "lr": 0.00025, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.2947156095015089, "total_loss": 0.23029984207823873} +{"data_time": 0.0037537344978773035, "eta_seconds": 521.1903643889673, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.09779719716494845, "fast_rcnn/fg_cls_accuracy": 0.89944362624775, "iteration": 58219, "loss_box_reg": 0.12751345708966255, "loss_cls": 0.09546628594398499, "loss_rpn_cls": 0.011115950997918844, "loss_rpn_loc": 0.03785298392176628, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.2917918990006001, "total_loss": 0.28172397217713296} +{"data_time": 0.004178603998298058, "eta_seconds": 515.3342928789789, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.03965603190428714, "fast_rcnn/fg_cls_accuracy": 0.9525344180225281, "iteration": 58239, "loss_box_reg": 0.09470149129629135, "loss_cls": 0.06698758900165558, "loss_rpn_cls": 0.007818832760676742, "loss_rpn_loc": 0.02224396076053381, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2954860204990837, "total_loss": 0.2034377045929432} +{"data_time": 0.00383559200054151, "eta_seconds": 509.4367824008441, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06585365853658537, "fast_rcnn/fg_cls_accuracy": 0.9328125, "iteration": 58259, "loss_box_reg": 0.10831103473901749, "loss_cls": 0.0688822753727436, "loss_rpn_cls": 0.006381368730217218, "loss_rpn_loc": 0.04656731337308884, "lr": 0.00025, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2910079120010778, "total_loss": 0.2546267358120531} +{"data_time": 0.003753184000743204, "eta_seconds": 503.4667323777103, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.08119419642857142, "fast_rcnn/fg_cls_accuracy": 0.9125397245762712, "iteration": 58279, "loss_box_reg": 0.13737353682518005, "loss_cls": 0.07441205531358719, "loss_rpn_cls": 0.007021181285381317, "loss_rpn_loc": 0.026427083648741245, "lr": 0.00025, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2916328560004331, "total_loss": 0.2334896137472242} +{"data_time": 0.0037795000007463386, "eta_seconds": 497.6124680477369, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.061621233859397426, "fast_rcnn/fg_cls_accuracy": 0.9281881313131313, "iteration": 58299, "loss_box_reg": 0.10941243171691895, "loss_cls": 0.07027097046375275, "loss_rpn_cls": 0.004895937163382769, "loss_rpn_loc": 0.03141117002815008, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.2913192315008928, "total_loss": 0.2752382473554462} +{"data_time": 0.0038059259986766847, "eta_seconds": 491.6142798002693, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.03496526850120224, "fast_rcnn/fg_cls_accuracy": 0.9599585893668181, "iteration": 58319, "loss_box_reg": 0.08694715425372124, "loss_cls": 0.04905438423156738, "loss_rpn_cls": 0.004720874363556504, "loss_rpn_loc": 0.024930978193879128, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2913818799988803, "total_loss": 0.17157552106073126} +{"data_time": 0.004219959999318235, "eta_seconds": 485.81117444162373, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.0703125, "fast_rcnn/fg_cls_accuracy": 0.9138213734567902, "iteration": 58339, "loss_box_reg": 0.1353168711066246, "loss_cls": 0.07825640961527824, "loss_rpn_cls": 0.01661497727036476, "loss_rpn_loc": 0.031607870012521744, "lr": 0.00025, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2932523415001924, "total_loss": 0.26162088103592396} +{"data_time": 0.0037547694992099423, "eta_seconds": 479.8594022564066, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.07194616977225674, "fast_rcnn/fg_cls_accuracy": 0.9224759615384616, "iteration": 58359, "loss_box_reg": 0.1187920905649662, "loss_cls": 0.06764610484242439, "loss_rpn_cls": 0.00815900950692594, "loss_rpn_loc": 0.023475196212530136, "lr": 0.00025, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.29103599350128206, "total_loss": 0.22388251416850835} +{"data_time": 0.003762718997677439, "eta_seconds": 474.07893597228394, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.03388278388278388, "fast_rcnn/fg_cls_accuracy": 0.9601150382199348, "iteration": 58379, "loss_box_reg": 0.09701141342520714, "loss_cls": 0.05041755177080631, "loss_rpn_cls": 0.0028189558070153, "loss_rpn_loc": 0.018526251427829266, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.29460909950103087, "total_loss": 0.17939052876317874} +{"data_time": 0.0039499484992120415, "eta_seconds": 468.3210743998643, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.05139209860239903, "fast_rcnn/fg_cls_accuracy": 0.9375, "iteration": 58399, "loss_box_reg": 0.11437792703509331, "loss_cls": 0.058638693764805794, "loss_rpn_cls": 0.004899412859231234, "loss_rpn_loc": 0.029711307026445866, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.2953979055000673, "total_loss": 0.21898301818873733} +{"data_time": 0.003933197498554364, "eta_seconds": 462.4191925027844, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.054239766081871345, "fast_rcnn/fg_cls_accuracy": 0.9411744351015606, "iteration": 58419, "loss_box_reg": 0.11957305669784546, "loss_cls": 0.06737666204571724, "loss_rpn_cls": 0.0040438787546008825, "loss_rpn_loc": 0.027641987428069115, "lr": 0.00025, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.29339736300062214, "total_loss": 0.23096605855971575} +{"data_time": 0.003803601497565978, "eta_seconds": 456.4516265365819, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.03988008720930233, "fast_rcnn/fg_cls_accuracy": 0.9566919791172284, "iteration": 58439, "loss_box_reg": 0.10799738764762878, "loss_cls": 0.04794521816074848, "loss_rpn_cls": 0.008780797477811575, "loss_rpn_loc": 0.027469607070088387, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.2912989699998434, "total_loss": 0.18642685376107693} +{"data_time": 0.003749658497326891, "eta_seconds": 450.5649225004163, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.0530812324929972, "fast_rcnn/fg_cls_accuracy": 0.9399759903961584, "iteration": 58459, "loss_box_reg": 0.09910093992948532, "loss_cls": 0.055694038048386574, "loss_rpn_cls": 0.007342173019424081, "loss_rpn_loc": 0.030942155979573727, "lr": 0.00025, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29089712200038775, "total_loss": 0.227562190964818} +{"data_time": 0.0035639499983517453, "eta_seconds": 444.71659236049163, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05584554756637168, "fast_rcnn/fg_cls_accuracy": 0.9390939295977012, "iteration": 58479, "loss_box_reg": 0.10904249921441078, "loss_cls": 0.05645918846130371, "loss_rpn_cls": 0.005078486865386367, "loss_rpn_loc": 0.0389852449297905, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29078702649894694, "total_loss": 0.23763256944948807} +{"data_time": 0.0038301729982777033, "eta_seconds": 438.8619375004055, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.0484375, "fast_rcnn/fg_cls_accuracy": 0.9436243718592965, "iteration": 58499, "loss_box_reg": 0.08606622368097305, "loss_cls": 0.04872511141002178, "loss_rpn_cls": 0.008874059654772282, "loss_rpn_loc": 0.022621043026447296, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29193288999886136, "total_loss": 0.1865602308535017} +{"data_time": 0.0038013459998182952, "eta_seconds": 432.99163346113346, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.055121527777777776, "fast_rcnn/fg_cls_accuracy": 0.9432428286547017, "iteration": 58519, "loss_box_reg": 0.10916171967983246, "loss_cls": 0.05318651907145977, "loss_rpn_cls": 0.007753943093121052, "loss_rpn_loc": 0.03554266691207886, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 195.0, "rpn/num_pos_anchors": 61.0, "time": 0.2916909739997209, "total_loss": 0.2241963614942506} +{"data_time": 0.003773614998863195, "eta_seconds": 427.07656105030765, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05943562610229276, "fast_rcnn/fg_cls_accuracy": 0.9374779541446208, "iteration": 58539, "loss_box_reg": 0.10419664904475212, "loss_cls": 0.0586078017950058, "loss_rpn_cls": 0.006574469152837992, "loss_rpn_loc": 0.04347270168364048, "lr": 0.00025, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.2919853274997877, "total_loss": 0.20765788038261235} +{"data_time": 0.0037391589994513197, "eta_seconds": 421.1550575992442, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.046602742550778425, "fast_rcnn/fg_cls_accuracy": 0.9516003122560499, "iteration": 58559, "loss_box_reg": 0.11553026735782623, "loss_cls": 0.05927255377173424, "loss_rpn_cls": 0.00813566124998033, "loss_rpn_loc": 0.03578773885965347, "lr": 0.00025, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.293634743500661, "total_loss": 0.22259009786648676} +{"data_time": 0.0037853310004720697, "eta_seconds": 415.2730984790105, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.04909638554216868, "fast_rcnn/fg_cls_accuracy": 0.9413375796178344, "iteration": 58579, "loss_box_reg": 0.10752511397004128, "loss_cls": 0.055548083037137985, "loss_rpn_cls": 0.009015517309308052, "loss_rpn_loc": 0.028068844228982925, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29388681999989785, "total_loss": 0.1967764967121184} +{"data_time": 0.003751599000679562, "eta_seconds": 409.2076128024928, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.04752604166666667, "fast_rcnn/fg_cls_accuracy": 0.9505208333333333, "iteration": 58599, "loss_box_reg": 0.10421784967184067, "loss_cls": 0.036399174481630325, "loss_rpn_cls": 0.0045543203596025705, "loss_rpn_loc": 0.022590775042772293, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.2912173114982579, "total_loss": 0.17817464470863342} +{"data_time": 0.0037491890016099205, "eta_seconds": 403.3127286894887, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.05456498388829216, "fast_rcnn/fg_cls_accuracy": 0.935833902939166, "iteration": 58619, "loss_box_reg": 0.1263154149055481, "loss_cls": 0.06557069346308708, "loss_rpn_cls": 0.005659511778503656, "loss_rpn_loc": 0.030472608283162117, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2917136449996178, "total_loss": 0.25127874384634197} +{"data_time": 0.0036889360017084982, "eta_seconds": 397.38002859870903, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06798245614035087, "fast_rcnn/fg_cls_accuracy": 0.9256099232456141, "iteration": 58639, "loss_box_reg": 0.09331231191754341, "loss_cls": 0.05363507568836212, "loss_rpn_cls": 0.005589679582044482, "loss_rpn_loc": 0.02785399556159973, "lr": 0.00025, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.2915289214997756, "total_loss": 0.20173577265813947} +{"data_time": 0.003724382999280351, "eta_seconds": 391.585136760732, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.07801183486028924, "fast_rcnn/fg_cls_accuracy": 0.9083026799789806, "iteration": 58659, "loss_box_reg": 0.1286415308713913, "loss_cls": 0.07945583015680313, "loss_rpn_cls": 0.007262891391292214, "loss_rpn_loc": 0.02480919100344181, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2932505905009748, "total_loss": 0.24597264407202601} +{"data_time": 0.004254552002748824, "eta_seconds": 385.67172072143876, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.06765684191074564, "fast_rcnn/fg_cls_accuracy": 0.9197982594936709, "iteration": 58679, "loss_box_reg": 0.10085687041282654, "loss_cls": 0.06198042072355747, "loss_rpn_cls": 0.00809853384271264, "loss_rpn_loc": 0.027801092714071274, "lr": 0.00025, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.2910837455001456, "total_loss": 0.225135937333107} +{"data_time": 0.0037430039992614184, "eta_seconds": 379.7434718971999, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05734126984126984, "fast_rcnn/fg_cls_accuracy": 0.9339285714285714, "iteration": 58699, "loss_box_reg": 0.09808911383152008, "loss_cls": 0.04968769662082195, "loss_rpn_cls": 0.006477703573182225, "loss_rpn_loc": 0.047819096595048904, "lr": 0.00025, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.2898796195004252, "total_loss": 0.2641418541315943} +{"data_time": 0.0037060769991512643, "eta_seconds": 373.8761753612198, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.04517839922854387, "fast_rcnn/fg_cls_accuracy": 0.941640866873065, "iteration": 58719, "loss_box_reg": 0.08572104573249817, "loss_cls": 0.04813278652727604, "loss_rpn_cls": 0.007103343494236469, "loss_rpn_loc": 0.02813836932182312, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.2918110994996823, "total_loss": 0.19395255111157894} +{"data_time": 0.0037639144975400995, "eta_seconds": 368.03282292141375, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.064453125, "fast_rcnn/fg_cls_accuracy": 0.9171554252199414, "iteration": 58739, "loss_box_reg": 0.11574112623929977, "loss_cls": 0.06806795299053192, "loss_rpn_cls": 0.011301957536488771, "loss_rpn_loc": 0.0318412221968174, "lr": 0.00025, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.2930436214974179, "total_loss": 0.24585228599607944} +{"data_time": 0.0036473945001489483, "eta_seconds": 362.1354968185915, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.0537275276265875, "fast_rcnn/fg_cls_accuracy": 0.9395348837209303, "iteration": 58759, "loss_box_reg": 0.07877765223383904, "loss_cls": 0.05105362646281719, "loss_rpn_cls": 0.006265691015869379, "loss_rpn_loc": 0.021914000622928143, "lr": 0.00025, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.28960024649859406, "total_loss": 0.14983035289333202} +{"data_time": 0.0037730205003754236, "eta_seconds": 356.2228138618957, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06751334294284936, "fast_rcnn/fg_cls_accuracy": 0.931077694235589, "iteration": 58779, "loss_box_reg": 0.10673551261425018, "loss_cls": 0.058351024985313416, "loss_rpn_cls": 0.006668967893347144, "loss_rpn_loc": 0.021925896406173706, "lr": 0.00025, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.28964446899954055, "total_loss": 0.19526574839255773} +{"data_time": 0.0037539044988079695, "eta_seconds": 350.33026860037353, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.04083333333333333, "fast_rcnn/fg_cls_accuracy": 0.9565376030219781, "iteration": 58799, "loss_box_reg": 0.08596793189644814, "loss_cls": 0.0543152280151844, "loss_rpn_cls": 0.007160440320149064, "loss_rpn_loc": 0.025454264134168625, "lr": 0.00025, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.28958161549962824, "total_loss": 0.1652035528095439} +{"data_time": 0.003927702500732266, "eta_seconds": 344.5134088784107, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.04533146591970122, "fast_rcnn/fg_cls_accuracy": 0.9307033236041804, "iteration": 58819, "loss_box_reg": 0.10331236571073532, "loss_cls": 0.05626529082655907, "loss_rpn_cls": 0.0037654200568795204, "loss_rpn_loc": 0.03485528379678726, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.29447459249968233, "total_loss": 0.1975491017801687} +{"data_time": 0.003968469500250649, "eta_seconds": 338.67419855843764, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.05264538553604512, "fast_rcnn/fg_cls_accuracy": 0.9281803542673108, "iteration": 58839, "loss_box_reg": 0.11746194958686829, "loss_cls": 0.07575593888759613, "loss_rpn_cls": 0.008229203056544065, "loss_rpn_loc": 0.023708943277597427, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.2929132399985974, "total_loss": 0.2333350796252489} +{"data_time": 0.003963169001508504, "eta_seconds": 332.8085396721144, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.06900198281559815, "fast_rcnn/fg_cls_accuracy": 0.9201494962625933, "iteration": 58859, "loss_box_reg": 0.11230665445327759, "loss_cls": 0.0566734354943037, "loss_rpn_cls": 0.00803337525576353, "loss_rpn_loc": 0.0210127467289567, "lr": 0.00025, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.2944260199983546, "total_loss": 0.2063381996122189} +{"data_time": 0.00400793600056204, "eta_seconds": 327.0095998395118, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.06875695216907675, "fast_rcnn/fg_cls_accuracy": 0.9264547413793103, "iteration": 58879, "loss_box_reg": 0.09567580744624138, "loss_cls": 0.055672721937298775, "loss_rpn_cls": 0.007891925051808357, "loss_rpn_loc": 0.03418223559856415, "lr": 0.00025, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.2922037825010193, "total_loss": 0.21774863824248314} +{"data_time": 0.003924262000509771, "eta_seconds": 321.1701426995205, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06426332288401254, "fast_rcnn/fg_cls_accuracy": 0.9268465909090908, "iteration": 58899, "loss_box_reg": 0.1260550543665886, "loss_cls": 0.06653311289846897, "loss_rpn_cls": 0.008664179127663374, "loss_rpn_loc": 0.03624839708209038, "lr": 0.00025, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29054110600009153, "total_loss": 0.26445894967764616} +{"data_time": 0.004049747500175727, "eta_seconds": 315.3907853984856, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07005649717514124, "fast_rcnn/fg_cls_accuracy": 0.9208525937339497, "iteration": 58919, "loss_box_reg": 0.11023976653814316, "loss_cls": 0.07084449753165245, "loss_rpn_cls": 0.006615080637857318, "loss_rpn_loc": 0.02739951852709055, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.2930056394998246, "total_loss": 0.20931754796765745} +{"data_time": 0.0037441484982991824, "eta_seconds": 309.51841901096486, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.05200892857142857, "fast_rcnn/fg_cls_accuracy": 0.9479910714285714, "iteration": 58939, "loss_box_reg": 0.11533548310399055, "loss_cls": 0.0512962993234396, "loss_rpn_cls": 0.008597118780016899, "loss_rpn_loc": 0.030120082199573517, "lr": 0.00025, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.29041456899904006, "total_loss": 0.20699136960320175} +{"data_time": 0.0036756409990630345, "eta_seconds": 303.665349521616, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.0516751088598596, "fast_rcnn/fg_cls_accuracy": 0.9441926597351817, "iteration": 58959, "loss_box_reg": 0.10651969164609909, "loss_cls": 0.053927959874272346, "loss_rpn_cls": 0.006108263274654746, "loss_rpn_loc": 0.028014030307531357, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.2915996145020472, "total_loss": 0.20240793674020097} +{"data_time": 0.0037624100004904903, "eta_seconds": 297.7997263186262, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.060875822368421054, "fast_rcnn/fg_cls_accuracy": 0.9343230911812932, "iteration": 58979, "loss_box_reg": 0.11228955164551735, "loss_cls": 0.07722055166959763, "loss_rpn_cls": 0.005586974089965224, "loss_rpn_loc": 0.016797956079244614, "lr": 0.00025, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.28901673950167606, "total_loss": 0.23045057419221848} +{"data_time": 0.003729483500137576, "eta_seconds": 292.03079950093525, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.04203232020547945, "fast_rcnn/fg_cls_accuracy": 0.9528745993589743, "iteration": 58999, "loss_box_reg": 0.08821428567171097, "loss_cls": 0.0541943684220314, "loss_rpn_cls": 0.006085240980610251, "loss_rpn_loc": 0.021001053974032402, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.29264704799970787, "total_loss": 0.17925581068266183} +{"data_time": 0.003781191000598483, "eta_seconds": 286.25013795059203, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.079296875, "fast_rcnn/fg_cls_accuracy": 0.9068989071038251, "iteration": 59019, "loss_box_reg": 0.13499095290899277, "loss_cls": 0.09231806918978691, "loss_rpn_cls": 0.0076586781069636345, "loss_rpn_loc": 0.030620927922427654, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.2928901150007732, "total_loss": 0.243378184735775} +{"data_time": 0.0038661190010316204, "eta_seconds": 280.41667007957585, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.050490624696395606, "fast_rcnn/fg_cls_accuracy": 0.9461395521694695, "iteration": 59039, "loss_box_reg": 0.10591555014252663, "loss_cls": 0.05609905906021595, "loss_rpn_cls": 0.0048265475779771805, "loss_rpn_loc": 0.03702530451118946, "lr": 0.00025, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29184398549841717, "total_loss": 0.2300175909185782} +{"data_time": 0.0037985160015523434, "eta_seconds": 274.56645885056787, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.07090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9263480787859218, "iteration": 59059, "loss_box_reg": 0.1155213713645935, "loss_cls": 0.0654706321656704, "loss_rpn_cls": 0.004511842504143715, "loss_rpn_loc": 0.029647902585566044, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2916758880000998, "total_loss": 0.22062944108620286} +{"data_time": 0.003810186999544385, "eta_seconds": 268.65957667956536, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.07185046799516909, "fast_rcnn/fg_cls_accuracy": 0.920337032004831, "iteration": 59079, "loss_box_reg": 0.12763609737157822, "loss_cls": 0.05517326109111309, "loss_rpn_cls": 0.005258630495518446, "loss_rpn_loc": 0.024935701861977577, "lr": 0.00025, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.29054676550003933, "total_loss": 0.21583190007368103} +{"data_time": 0.00381441199897381, "eta_seconds": 262.8463279505013, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.05247858017135863, "fast_rcnn/fg_cls_accuracy": 0.9428785233225243, "iteration": 59099, "loss_box_reg": 0.10272463038563728, "loss_cls": 0.053814707323908806, "loss_rpn_cls": 0.004028908675536513, "loss_rpn_loc": 0.025470728054642677, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.29368715600139694, "total_loss": 0.19903676968533546} +{"data_time": 0.0037030019993835595, "eta_seconds": 257.0312021202699, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.05675551470588235, "fast_rcnn/fg_cls_accuracy": 0.9406343182434265, "iteration": 59119, "loss_box_reg": 0.14567995816469193, "loss_cls": 0.07185160368680954, "loss_rpn_cls": 0.007400191621854901, "loss_rpn_loc": 0.033710503950715065, "lr": 0.00025, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2912300725001842, "total_loss": 0.2546789248008281} +{"data_time": 0.003705101999003091, "eta_seconds": 251.1382999395937, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06363636363636363, "fast_rcnn/fg_cls_accuracy": 0.9306526806526807, "iteration": 59139, "loss_box_reg": 0.10320974141359329, "loss_cls": 0.06407294981181622, "loss_rpn_cls": 0.006308161886408925, "loss_rpn_loc": 0.037227269262075424, "lr": 0.00025, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.29148222349977004, "total_loss": 0.2191074196016416} +{"data_time": 0.003774430002522422, "eta_seconds": 245.29787435960316, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06341374269005848, "fast_rcnn/fg_cls_accuracy": 0.9269005847953216, "iteration": 59159, "loss_box_reg": 0.10304248705506325, "loss_cls": 0.058389097452163696, "loss_rpn_cls": 0.007096628192812204, "loss_rpn_loc": 0.027929372154176235, "lr": 0.00025, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.29192981949927344, "total_loss": 0.21615627454593778} +{"data_time": 0.0036507094991975464, "eta_seconds": 239.4210272512646, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.0667807047553883, "fast_rcnn/fg_cls_accuracy": 0.9314691844781076, "iteration": 59179, "loss_box_reg": 0.11804768815636635, "loss_cls": 0.06663228571414948, "loss_rpn_cls": 0.008578421548008919, "loss_rpn_loc": 0.04511190205812454, "lr": 0.00025, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.29190353300145944, "total_loss": 0.2314063764642924} +{"data_time": 0.0038607240003329935, "eta_seconds": 233.57104519964196, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.041965423111919926, "fast_rcnn/fg_cls_accuracy": 0.9361528662420382, "iteration": 59199, "loss_box_reg": 0.10473359376192093, "loss_cls": 0.05782753601670265, "loss_rpn_cls": 0.007238051854074001, "loss_rpn_loc": 0.027146993204951286, "lr": 0.00025, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.29413663700142934, "total_loss": 0.21567207854241133} +{"data_time": 0.0037784654978167964, "eta_seconds": 227.72920247894945, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.053773251707087355, "fast_rcnn/fg_cls_accuracy": 0.9439964157706093, "iteration": 59219, "loss_box_reg": 0.08938219770789146, "loss_cls": 0.047618815675377846, "loss_rpn_cls": 0.006546971388161182, "loss_rpn_loc": 0.024715403094887733, "lr": 0.00025, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.2915314515012142, "total_loss": 0.17539786943234503} +{"data_time": 0.0037485644988919375, "eta_seconds": 221.8708929796412, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.07798802974427181, "fast_rcnn/fg_cls_accuracy": 0.9161490683229814, "iteration": 59239, "loss_box_reg": 0.10707555711269379, "loss_cls": 0.06952241435647011, "loss_rpn_cls": 0.009493660181760788, "loss_rpn_loc": 0.02182433009147644, "lr": 0.00025, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2921182490008505, "total_loss": 0.2108304458670318} +{"data_time": 0.003771150000829948, "eta_seconds": 216.04071784044208, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.04489672746781116, "fast_rcnn/fg_cls_accuracy": 0.9480861363409522, "iteration": 59259, "loss_box_reg": 0.11467891186475754, "loss_cls": 0.06713467836380005, "loss_rpn_cls": 0.007366587873548269, "loss_rpn_loc": 0.03147838078439236, "lr": 0.00025, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.2922819809991779, "total_loss": 0.21724283520597965} +{"data_time": 0.0037940759993944084, "eta_seconds": 210.20621112038498, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.05088082107843137, "fast_rcnn/fg_cls_accuracy": 0.9354334537371491, "iteration": 59279, "loss_box_reg": 0.12279946729540825, "loss_cls": 0.0745631568133831, "loss_rpn_cls": 0.009120608679950237, "loss_rpn_loc": 0.03415868990123272, "lr": 0.00025, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.2921795860002021, "total_loss": 0.23304724134504795} +{"data_time": 0.003753849499844364, "eta_seconds": 204.35476984966954, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.04305019305019305, "fast_rcnn/fg_cls_accuracy": 0.9464607464607464, "iteration": 59299, "loss_box_reg": 0.11407937481999397, "loss_cls": 0.05641390383243561, "loss_rpn_cls": 0.008362082066014409, "loss_rpn_loc": 0.043276725336909294, "lr": 0.00025, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.2891539255015232, "total_loss": 0.2591430952306837} +{"data_time": 0.0038223920000746148, "eta_seconds": 198.53423581982497, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05495472837022133, "fast_rcnn/fg_cls_accuracy": 0.9416666666666667, "iteration": 59319, "loss_box_reg": 0.0981769785284996, "loss_cls": 0.061880845576524734, "loss_rpn_cls": 0.009649289771914482, "loss_rpn_loc": 0.024079207330942154, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.29230787250162393, "total_loss": 0.20252035243902355} +{"data_time": 0.003763469499972416, "eta_seconds": 192.6890268603529, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.0678187864580494, "fast_rcnn/fg_cls_accuracy": 0.9172846734322144, "iteration": 59339, "loss_box_reg": 0.11051906645298004, "loss_cls": 0.05390398949384689, "loss_rpn_cls": 0.005059894872829318, "loss_rpn_loc": 0.021251054480671883, "lr": 0.00025, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.29256530899874633, "total_loss": 0.20066157495602965} +{"data_time": 0.0037686044997826684, "eta_seconds": 186.865192000987, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.043305049668874177, "fast_rcnn/fg_cls_accuracy": 0.9525413074712643, "iteration": 59359, "loss_box_reg": 0.10274757817387581, "loss_cls": 0.04842647723853588, "loss_rpn_cls": 0.008839561138302088, "loss_rpn_loc": 0.02485616784542799, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.29235859450091084, "total_loss": 0.1761991932289675} +{"data_time": 0.003750343499632436, "eta_seconds": 180.99283660052606, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.043631565285108594, "fast_rcnn/fg_cls_accuracy": 0.9470485266945444, "iteration": 59379, "loss_box_reg": 0.10112719982862473, "loss_cls": 0.057479409500956535, "loss_rpn_cls": 0.00647086463868618, "loss_rpn_loc": 0.03876338340342045, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.29098482049812446, "total_loss": 0.24584384681656957} +{"data_time": 0.003807986999163404, "eta_seconds": 175.15290600058506, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.067141312184571, "fast_rcnn/fg_cls_accuracy": 0.9266493055555556, "iteration": 59399, "loss_box_reg": 0.12166120111942291, "loss_cls": 0.07597540691494942, "loss_rpn_cls": 0.011562501080334187, "loss_rpn_loc": 0.03614424169063568, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.29333239950028656, "total_loss": 0.23013936693314463} +{"data_time": 0.003849028500553686, "eta_seconds": 169.29955385025096, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.05859285942273494, "fast_rcnn/fg_cls_accuracy": 0.9395748987854251, "iteration": 59419, "loss_box_reg": 0.10758423805236816, "loss_cls": 0.05682899430394173, "loss_rpn_cls": 0.009749663528054953, "loss_rpn_loc": 0.04115885868668556, "lr": 0.00025, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.29294823149757576, "total_loss": 0.21315912762656808} +{"data_time": 0.0038268274984147865, "eta_seconds": 163.45339219958987, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.059532246633593196, "fast_rcnn/fg_cls_accuracy": 0.9330357142857143, "iteration": 59439, "loss_box_reg": 0.12122953683137894, "loss_cls": 0.06896854564547539, "loss_rpn_cls": 0.01111153094097972, "loss_rpn_loc": 0.03704038821160793, "lr": 0.00025, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.2896485284982191, "total_loss": 0.29268334223888814} +{"data_time": 0.0037324880013329675, "eta_seconds": 157.61577104960452, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.06082506203473946, "fast_rcnn/fg_cls_accuracy": 0.922311348781937, "iteration": 59459, "loss_box_reg": 0.12559929490089417, "loss_cls": 0.07020300254225731, "loss_rpn_cls": 0.009730469435453415, "loss_rpn_loc": 0.026828594505786896, "lr": 0.00025, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.2907664560007106, "total_loss": 0.22447581496089697} +{"data_time": 0.0037296134996722685, "eta_seconds": 151.79918520050705, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.041578903024686156, "fast_rcnn/fg_cls_accuracy": 0.9433057674484921, "iteration": 59479, "loss_box_reg": 0.09519237279891968, "loss_cls": 0.057732295244932175, "loss_rpn_cls": 0.00568835181184113, "loss_rpn_loc": 0.026146039366722107, "lr": 0.00025, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.29245170899957884, "total_loss": 0.19391337782144547} +{"data_time": 0.0038339679995260667, "eta_seconds": 145.96752775014465, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.033655543785310736, "fast_rcnn/fg_cls_accuracy": 0.9638631275983371, "iteration": 59499, "loss_box_reg": 0.0916811004281044, "loss_cls": 0.04668945632874966, "loss_rpn_cls": 0.00436166045255959, "loss_rpn_loc": 0.026173955760896206, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.2935052374996303, "total_loss": 0.18356335069984198} +{"data_time": 0.0038099519988463726, "eta_seconds": 140.11585631989874, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.06716277671289511, "fast_rcnn/fg_cls_accuracy": 0.9165921510183805, "iteration": 59519, "loss_box_reg": 0.10705243796110153, "loss_cls": 0.05834054760634899, "loss_rpn_cls": 0.005768937291577458, "loss_rpn_loc": 0.02344356384128332, "lr": 0.00025, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2906240299998899, "total_loss": 0.2129833302460611} +{"data_time": 0.00378804600040894, "eta_seconds": 134.27205995019904, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.06749745352686529, "fast_rcnn/fg_cls_accuracy": 0.917960088691796, "iteration": 59539, "loss_box_reg": 0.10534855723381042, "loss_cls": 0.06940347328782082, "loss_rpn_cls": 0.0076426060404628515, "loss_rpn_loc": 0.030051974579691887, "lr": 0.00025, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.2903925574992172, "total_loss": 0.2437039604410529} +{"data_time": 0.0036853060009889305, "eta_seconds": 128.4190846396814, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.06534679089026915, "fast_rcnn/fg_cls_accuracy": 0.9291294642857143, "iteration": 59559, "loss_box_reg": 0.12092923372983932, "loss_cls": 0.06397718377411366, "loss_rpn_cls": 0.006430145353078842, "loss_rpn_loc": 0.03424481302499771, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.2918059234998509, "total_loss": 0.23358818163978867} +{"data_time": 0.0037550540000665933, "eta_seconds": 122.56813380001404, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.05478768880022798, "fast_rcnn/fg_cls_accuracy": 0.9326679552119435, "iteration": 59579, "loss_box_reg": 0.0923776738345623, "loss_cls": 0.05804343521595001, "loss_rpn_cls": 0.006811019033193588, "loss_rpn_loc": 0.02764122001826763, "lr": 0.00025, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.2921912420006265, "total_loss": 0.2210587514564395} +{"data_time": 0.0038417235009546857, "eta_seconds": 116.74462239971035, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.05114539194915255, "fast_rcnn/fg_cls_accuracy": 0.9352150161086987, "iteration": 59599, "loss_box_reg": 0.12090349569916725, "loss_cls": 0.06693755835294724, "loss_rpn_cls": 0.005981644848361611, "loss_rpn_loc": 0.03595442697405815, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.2913834544997371, "total_loss": 0.25359292633947916} +{"data_time": 0.003687646500111441, "eta_seconds": 110.87752042982174, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.0720655926352129, "fast_rcnn/fg_cls_accuracy": 0.9189971070395371, "iteration": 59619, "loss_box_reg": 0.11090057715773582, "loss_cls": 0.06069520674645901, "loss_rpn_cls": 0.0062234047800302505, "loss_rpn_loc": 0.029152453877031803, "lr": 0.00025, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.28946091449870437, "total_loss": 0.23270771466195583} +{"data_time": 0.0038210570000956068, "eta_seconds": 105.07016015973932, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.05595528455284553, "fast_rcnn/fg_cls_accuracy": 0.9325324675324675, "iteration": 59639, "loss_box_reg": 0.11446748301386833, "loss_cls": 0.06311549246311188, "loss_rpn_cls": 0.009476322680711746, "loss_rpn_loc": 0.032860975712537766, "lr": 0.00025, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.29307204199903936, "total_loss": 0.2397739307489246} +{"data_time": 0.0037883210006839363, "eta_seconds": 99.20232105007017, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.04827437446074202, "fast_rcnn/fg_cls_accuracy": 0.9423641069887835, "iteration": 59659, "loss_box_reg": 0.1190151497721672, "loss_cls": 0.05442037433385849, "loss_rpn_cls": 0.003937079105526209, "loss_rpn_loc": 0.030151091516017914, "lr": 0.00025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.2937724249986786, "total_loss": 0.22906289156526327} +{"data_time": 0.003673175999210798, "eta_seconds": 93.36025328026153, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.06699381267335183, "fast_rcnn/fg_cls_accuracy": 0.9330061873266482, "iteration": 59679, "loss_box_reg": 0.11425519734621048, "loss_cls": 0.06484011933207512, "loss_rpn_cls": 0.007760565495118499, "loss_rpn_loc": 0.03678087703883648, "lr": 0.00025, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.28941352350011584, "total_loss": 0.2428918657824397} +{"data_time": 0.00372245750077127, "eta_seconds": 87.52016115031438, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.06267821499857429, "fast_rcnn/fg_cls_accuracy": 0.9333112874779541, "iteration": 59699, "loss_box_reg": 0.10705532878637314, "loss_cls": 0.06231142207980156, "loss_rpn_cls": 0.009119799826294184, "loss_rpn_loc": 0.035987552255392075, "lr": 0.00025, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.29128039500028535, "total_loss": 0.2428947309963405} +{"data_time": 0.0038922754993109265, "eta_seconds": 81.68651974003296, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.03765193592529985, "fast_rcnn/fg_cls_accuracy": 0.9536586011542331, "iteration": 59719, "loss_box_reg": 0.10537594556808472, "loss_cls": 0.043254779651761055, "loss_rpn_cls": 0.004436650080606341, "loss_rpn_loc": 0.024691887199878693, "lr": 0.00025, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.2924472885006253, "total_loss": 0.17300892213825136} +{"data_time": 0.0037986864990671165, "eta_seconds": 75.85176833003061, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.07976017441860465, "fast_rcnn/fg_cls_accuracy": 0.9120312500000001, "iteration": 59739, "loss_box_reg": 0.120540801435709, "loss_cls": 0.08690226078033447, "loss_rpn_cls": 0.0068032213021069765, "loss_rpn_loc": 0.023797611705958843, "lr": 0.00025, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.292203162000078, "total_loss": 0.24634748080279678} +{"data_time": 0.0038274474991339957, "eta_seconds": 70.02107688036631, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.04440104166666667, "fast_rcnn/fg_cls_accuracy": 0.9384096746575342, "iteration": 59759, "loss_box_reg": 0.07977902516722679, "loss_cls": 0.0533057264983654, "loss_rpn_cls": 0.005710336146876216, "loss_rpn_loc": 0.026022226549685, "lr": 0.00025, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.29147226350141864, "total_loss": 0.22444809321314096} +{"data_time": 0.0037356835000537103, "eta_seconds": 64.1922486698968, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.042102931701030924, "fast_rcnn/fg_cls_accuracy": 0.9539908182989691, "iteration": 59779, "loss_box_reg": 0.08002373203635216, "loss_cls": 0.05049867369234562, "loss_rpn_cls": 0.0025578367058187723, "loss_rpn_loc": 0.018933149054646492, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.29157121349817317, "total_loss": 0.15082146591157652} +{"data_time": 0.0039873354999144794, "eta_seconds": 58.361627900376334, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05818997943728371, "fast_rcnn/fg_cls_accuracy": 0.9239956122309063, "iteration": 59799, "loss_box_reg": 0.1026819460093975, "loss_cls": 0.06559963524341583, "loss_rpn_cls": 0.005098703783005476, "loss_rpn_loc": 0.020044198259711266, "lr": 0.00025, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.29180505449949123, "total_loss": 0.21082041109912097} +{"data_time": 0.004036587499285815, "eta_seconds": 52.52338602018426, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.04391916017996143, "fast_rcnn/fg_cls_accuracy": 0.9456043956043956, "iteration": 59819, "loss_box_reg": 0.1054178848862648, "loss_cls": 0.06570330262184143, "loss_rpn_cls": 0.005859436234459281, "loss_rpn_loc": 0.0270787812769413, "lr": 0.00025, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.29204300499986857, "total_loss": 0.21194761991500854} +{"data_time": 0.004046522999487934, "eta_seconds": 46.685271759924944, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.0504051352204567, "fast_rcnn/fg_cls_accuracy": 0.9402925391981479, "iteration": 59839, "loss_box_reg": 0.10459578409790993, "loss_cls": 0.057895785197615623, "loss_rpn_cls": 0.010689614340662956, "loss_rpn_loc": 0.049244584515690804, "lr": 0.00025, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.2919486054997833, "total_loss": 0.21943831909447908} +{"data_time": 0.0036774510008399375, "eta_seconds": 40.84004392996576, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.06992836209703679, "fast_rcnn/fg_cls_accuracy": 0.9233148811462064, "iteration": 59859, "loss_box_reg": 0.10382164269685745, "loss_cls": 0.07283560931682587, "loss_rpn_cls": 0.011052980087697506, "loss_rpn_loc": 0.030291318893432617, "lr": 0.00025, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.28771073300049466, "total_loss": 0.22709880280308425} +{"data_time": 0.0037939160010864725, "eta_seconds": 35.00575193997065, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.04211678217682875, "fast_rcnn/fg_cls_accuracy": 0.9429159282732106, "iteration": 59879, "loss_box_reg": 0.10338059440255165, "loss_cls": 0.05051245354115963, "loss_rpn_cls": 0.0034022402251139283, "loss_rpn_loc": 0.026975305750966072, "lr": 0.00025, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.2931936429995403, "total_loss": 0.2002455509500578} +{"data_time": 0.003831548001471674, "eta_seconds": 29.173285600154486, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.03857481175613311, "fast_rcnn/fg_cls_accuracy": 0.9510351626684193, "iteration": 59899, "loss_box_reg": 0.1144256442785263, "loss_cls": 0.0482846274971962, "loss_rpn_cls": 0.006626012036576867, "loss_rpn_loc": 0.03356407210230827, "lr": 0.00025, "roi_head/num_bg_samples": 420.5, "roi_head/num_fg_samples": 91.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.29303484600131924, "total_loss": 0.20751692121848464} +{"data_time": 0.0036496689990599407, "eta_seconds": 23.33518703992013, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.05730080372077843, "fast_rcnn/fg_cls_accuracy": 0.941321243523316, "iteration": 59919, "loss_box_reg": 0.08744025602936745, "loss_cls": 0.05123152770102024, "loss_rpn_cls": 0.010351303499192, "loss_rpn_loc": 0.025809877552092075, "lr": 0.00025, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.2904483459988114, "total_loss": 0.21625691768713295} +{"data_time": 0.0037366790002124617, "eta_seconds": 17.50340940008755, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.0659841401349272, "fast_rcnn/fg_cls_accuracy": 0.9276107594936709, "iteration": 59939, "loss_box_reg": 0.12011472880840302, "loss_cls": 0.06597260758280754, "loss_rpn_cls": 0.006549018668010831, "loss_rpn_loc": 0.028949230909347534, "lr": 0.00025, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.29353215400078625, "total_loss": 0.2585178278386593} +{"data_time": 0.003724813001099392, "eta_seconds": 11.668939600058366, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.05989583333333333, "fast_rcnn/fg_cls_accuracy": 0.9348958333333333, "iteration": 59959, "loss_box_reg": 0.12046068161725998, "loss_cls": 0.06311937980353832, "loss_rpn_cls": 0.007782567525282502, "loss_rpn_loc": 0.03451527841389179, "lr": 0.00025, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.2909226829997351, "total_loss": 0.23124989110510796} +{"data_time": 0.003775210001549567, "eta_seconds": 5.834469800029183, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.06511865035224323, "fast_rcnn/fg_cls_accuracy": 0.9107212044058228, "iteration": 59979, "loss_box_reg": 0.11335009336471558, "loss_cls": 0.080520398914814, "loss_rpn_cls": 0.007500921841710806, "loss_rpn_loc": 0.03456692770123482, "lr": 0.00025, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.2910368379980355, "total_loss": 0.24145888234488666} +{"data_time": 0.00386546499976248, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.04444993209038153, "fast_rcnn/fg_cls_accuracy": 0.948975330849287, "iteration": 59999, "loss_box_reg": 0.1049465611577034, "loss_cls": 0.047124097123742104, "loss_rpn_cls": 0.0061364611610770226, "loss_rpn_loc": 0.03516310267150402, "lr": 0.00025, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.29232705349932075, "total_loss": 0.18625559157226235} +{"bbox/AP": 48.744662430853865, "bbox/AP-Caption": 45.51980198019802, "bbox/AP-Footnote": 47.66849132392231, "bbox/AP-Formula": NaN, "bbox/AP-Page-footer": 25.746028461057037, "bbox/AP-Page-header": 67.44123203400125, "bbox/AP-Picture": 48.699900371420455, "bbox/AP-Section-header": 45.18482922396696, "bbox/AP-Table": 73.22847798677735, "bbox/AP-Table-of-contents": 52.62376237623763, "bbox/AP-Text": 55.35390253115556, "bbox/AP-Title": 25.980198019801975, "bbox/AP50": 74.36064012361008, "bbox/AP75": 53.027459747550274, "bbox/APl": 53.40041646256427, "bbox/APm": 13.334398325824157, "bbox/APs": 0.0, "iteration": 60000}