Upload folder using huggingface_hub

output_daytime_2k/events.out.tfevents.1730793963.6d5178392bbb.2874.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f48e2252163676e709ab648be588b8782fe26f51f1ba088700d6b019632dd28
+size 91693

output_daytime_2k/last_checkpoint

@@ -0,0 +1 @@
+model_final.pth

output_daytime_2k/metrics.json

@@ -0,0 +1,101 @@
+{"data_time": 0.005623412085697055, "eta_seconds": 938.0323832295835, "fast_rcnn/cls_accuracy": 0.09814453125, "fast_rcnn/false_negative": 0.042168080489248375, "fast_rcnn/fg_cls_accuracy": 0.304027027027027, "iteration": 19, "loss_box_reg": 0.4804934561252594, "loss_cls": 1.6741336584091187, "loss_rpn_cls": 0.07334551960229874, "loss_rpn_loc": 0.06800728105008602, "lr": 1.9981e-05, "rank_data_time": 0.005623412085697055, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.47375372890383005, "total_loss": 2.3384249452501535}
+{"data_time": 0.005028053070418537, "eta_seconds": 932.3008351633325, "fast_rcnn/cls_accuracy": 0.72705078125, "fast_rcnn/false_negative": 0.6981472166331322, "fast_rcnn/fg_cls_accuracy": 0.09070830159939071, "iteration": 39, "loss_box_reg": 0.5370936989784241, "loss_cls": 1.4101181030273438, "loss_rpn_cls": 0.07518067583441734, "loss_rpn_loc": 0.08423565328121185, "lr": 3.9961e-05, "rank_data_time": 0.005028053070418537, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.4792274128412828, "total_loss": 2.1694579161703587}
+{"data_time": 0.004963713465258479, "eta_seconds": 929.6258509741165, "fast_rcnn/cls_accuracy": 0.8515625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.5065415352582932, "loss_cls": 0.9623072445392609, "loss_rpn_cls": 0.05999532900750637, "loss_rpn_loc": 0.06189629063010216, "lr": 5.9940999999999994e-05, "rank_data_time": 0.004963713465258479, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.48323540948331356, "total_loss": 1.662214895710349}
+{"data_time": 0.004586106399074197, "eta_seconds": 924.5086578279734, "fast_rcnn/cls_accuracy": 0.8359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.5487755537033081, "loss_cls": 0.667887419462204, "loss_rpn_cls": 0.062296513468027115, "loss_rpn_loc": 0.05354748107492924, "lr": 7.992100000000001e-05, "rank_data_time": 0.004586106399074197, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.4868119054008275, "total_loss": 1.3276052363216877}
+{"data_time": 0.004436218412593007, "eta_seconds": 914.8648692062125, "fast_rcnn/cls_accuracy": 0.8134765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.6542232036590576, "loss_cls": 0.6207147240638733, "loss_rpn_cls": 0.05860139988362789, "loss_rpn_loc": 0.06861240416765213, "lr": 9.9901e-05, "rank_data_time": 0.004436218412593007, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.4777277815155685, "total_loss": 1.395708616822958}
+{"data_time": 0.004561422043479979, "eta_seconds": 905.2347126882523, "fast_rcnn/cls_accuracy": 0.78662109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.721780925989151, "loss_cls": 0.6271068453788757, "loss_rpn_cls": 0.05292099714279175, "loss_rpn_loc": 0.08063852041959763, "lr": 0.000119881, "rank_data_time": 0.004561422043479979, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.4829779665451497, "total_loss": 1.4803917407989502}
+{"data_time": 0.00456098688300699, "eta_seconds": 895.6045561702922, "fast_rcnn/cls_accuracy": 0.7939453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.7061835527420044, "loss_cls": 0.5507756769657135, "loss_rpn_cls": 0.038075366988778114, "loss_rpn_loc": 0.05171649158000946, "lr": 0.00013986100000000002, "rank_data_time": 0.00456098688300699, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.48215177562087774, "total_loss": 1.3501232480630279}
+{"data_time": 0.004758651019074023, "eta_seconds": 885.9743996523321, "fast_rcnn/cls_accuracy": 0.78955078125, "fast_rcnn/false_negative": 0.9509419837804117, "fast_rcnn/fg_cls_accuracy": 0.049058016219588274, "iteration": 159, "loss_box_reg": 0.729335606098175, "loss_cls": 0.5368400812149048, "loss_rpn_cls": 0.05474037677049637, "loss_rpn_loc": 0.06476120464503765, "lr": 0.000159841, "rank_data_time": 0.004758651019074023, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.47925238695461303, "total_loss": 1.3841920141130686}
+{"data_time": 0.00456774199847132, "eta_seconds": 876.3442431343719, "fast_rcnn/cls_accuracy": 0.81201171875, "fast_rcnn/false_negative": 0.8373279440681669, "fast_rcnn/fg_cls_accuracy": 0.1626720559318331, "iteration": 179, "loss_box_reg": 0.7203872799873352, "loss_cls": 0.48026973009109497, "loss_rpn_cls": 0.03346198983490467, "loss_rpn_loc": 0.04001826047897339, "lr": 0.00017982099999999998, "rank_data_time": 0.00456774199847132, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.47643954888917506, "total_loss": 1.2990526435896754}
+{"data_time": 0.004723365535028279, "eta_seconds": 870.6937310518697, "fast_rcnn/cls_accuracy": 0.814453125, "fast_rcnn/false_negative": 0.8247484110169492, "fast_rcnn/fg_cls_accuracy": 0.16548596398305085, "iteration": 199, "loss_box_reg": 0.7496048808097839, "loss_cls": 0.49395351111888885, "loss_rpn_cls": 0.03459406830370426, "loss_rpn_loc": 0.058064306154847145, "lr": 0.00019980100000000002, "rank_data_time": 0.004723365535028279, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5008174339309335, "total_loss": 1.3780368193984032}
+{"data_time": 0.004746704827994108, "eta_seconds": 861.0193562624045, "fast_rcnn/cls_accuracy": 0.84814453125, "fast_rcnn/false_negative": 0.6170123211142573, "fast_rcnn/fg_cls_accuracy": 0.34315451136450603, "iteration": 219, "loss_box_reg": 0.6611713469028473, "loss_cls": 0.43325500190258026, "loss_rpn_cls": 0.042469628155231476, "loss_rpn_loc": 0.04619952663779259, "lr": 0.000219781, "rank_data_time": 0.004746704827994108, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.4829279975965619, "total_loss": 1.2081860806792974}
+{"data_time": 0.004798725014552474, "eta_seconds": 852.8953602723777, "fast_rcnn/cls_accuracy": 0.833984375, "fast_rcnn/false_negative": 0.5916872937293729, "fast_rcnn/fg_cls_accuracy": 0.345703125, "iteration": 239, "loss_box_reg": 0.6881552040576935, "loss_cls": 0.4136483371257782, "loss_rpn_cls": 0.02392820455133915, "loss_rpn_loc": 0.056760456413030624, "lr": 0.000239761, "rank_data_time": 0.004798725014552474, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5026970859616995, "total_loss": 1.168523771688342}
+{"data_time": 0.005041506956331432, "eta_seconds": 845.2340598287992, "fast_rcnn/cls_accuracy": 0.8505859375, "fast_rcnn/false_negative": 0.43359375, "fast_rcnn/fg_cls_accuracy": 0.44749273255813954, "iteration": 259, "loss_box_reg": 0.6912483274936676, "loss_cls": 0.39327631890773773, "loss_rpn_cls": 0.02620070707052946, "loss_rpn_loc": 0.05993197485804558, "lr": 0.000259741, "rank_data_time": 0.005041506956331432, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.5093597434461117, "total_loss": 1.1797310449182987}
+{"data_time": 0.004601281019859016, "eta_seconds": 836.5305486414582, "fast_rcnn/cls_accuracy": 0.87451171875, "fast_rcnn/false_negative": 0.41672813841201717, "fast_rcnn/fg_cls_accuracy": 0.5300631654218974, "iteration": 279, "loss_box_reg": 0.6338626146316528, "loss_cls": 0.34212613105773926, "loss_rpn_cls": 0.022781441919505596, "loss_rpn_loc": 0.05380697175860405, "lr": 0.0002797210000000001, "rank_data_time": 0.004601281019859016, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5054744140943512, "total_loss": 1.1324852835386992}
+{"data_time": 0.004749104962684214, "eta_seconds": 825.9230360854417, "fast_rcnn/cls_accuracy": 0.8662109375, "fast_rcnn/false_negative": 0.343515625, "fast_rcnn/fg_cls_accuracy": 0.610546875, "iteration": 299, "loss_box_reg": 0.6487281024456024, "loss_cls": 0.3856052905321121, "loss_rpn_cls": 0.02122611366212368, "loss_rpn_loc": 0.06488855555653572, "lr": 0.000299701, "rank_data_time": 0.004749104962684214, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.47689600463490933, "total_loss": 1.152326347772032}
+{"data_time": 0.004682570928707719, "eta_seconds": 816.0880577657372, "fast_rcnn/cls_accuracy": 0.8759765625, "fast_rcnn/false_negative": 0.318359375, "fast_rcnn/fg_cls_accuracy": 0.6157010293200249, "iteration": 319, "loss_box_reg": 0.5955418944358826, "loss_cls": 0.347274512052536, "loss_rpn_cls": 0.02933402080088854, "loss_rpn_loc": 0.05191834829747677, "lr": 0.000319681, "rank_data_time": 0.004682570928707719, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.4821651749080047, "total_loss": 1.0576571049168706}
+{"data_time": 0.004789313999935985, "eta_seconds": 806.4895528834313, "fast_rcnn/cls_accuracy": 0.87158203125, "fast_rcnn/false_negative": 0.3964695993275427, "fast_rcnn/fg_cls_accuracy": 0.5761557859344355, "iteration": 339, "loss_box_reg": 0.5636909306049347, "loss_cls": 0.3499034196138382, "loss_rpn_cls": 0.03424006327986717, "loss_rpn_loc": 0.06411531753838062, "lr": 0.00033966100000000005, "rank_data_time": 0.004789313999935985, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.4893484370550141, "total_loss": 0.9998657125979662}
+{"data_time": 0.0046588360564783216, "eta_seconds": 797.4244424654171, "fast_rcnn/cls_accuracy": 0.8798828125, "fast_rcnn/false_negative": 0.2778078589108911, "fast_rcnn/fg_cls_accuracy": 0.6149393165122964, "iteration": 359, "loss_box_reg": 0.5106647610664368, "loss_cls": 0.3231171816587448, "loss_rpn_cls": 0.023799299262464046, "loss_rpn_loc": 0.045605044811964035, "lr": 0.000359641, "rank_data_time": 0.0046588360564783216, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.49488672392908484, "total_loss": 0.938057079911232}
+{"data_time": 0.004725570441223681, "eta_seconds": 788.721350140404, "fast_rcnn/cls_accuracy": 0.88134765625, "fast_rcnn/false_negative": 0.2588725490196079, "fast_rcnn/fg_cls_accuracy": 0.6714729370008874, "iteration": 379, "loss_box_reg": 0.4997039884328842, "loss_cls": 0.30691318213939667, "loss_rpn_cls": 0.01951033342629671, "loss_rpn_loc": 0.054347096011042595, "lr": 0.000379621, "rank_data_time": 0.004725570441223681, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.49694520561024547, "total_loss": 0.9052259740419686}
+{"data_time": 0.00510401651263237, "eta_seconds": 782.6507735997438, "fast_rcnn/cls_accuracy": 0.87646484375, "fast_rcnn/false_negative": 0.30870863970588236, "fast_rcnn/fg_cls_accuracy": 0.65234375, "iteration": 399, "loss_box_reg": 0.5601828992366791, "loss_cls": 0.31636349856853485, "loss_rpn_cls": 0.02623800840228796, "loss_rpn_loc": 0.06325638294219971, "lr": 0.000399601, "rank_data_time": 0.00510401651263237, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5110262464731932, "total_loss": 0.972697127610445}
+{"data_time": 0.004744185018353164, "eta_seconds": 773.3296822709963, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.275390625, "fast_rcnn/fg_cls_accuracy": 0.67578125, "iteration": 419, "loss_box_reg": 0.501613587141037, "loss_cls": 0.2918259799480438, "loss_rpn_cls": 0.023173261433839798, "loss_rpn_loc": 0.049770575016736984, "lr": 0.000419581, "rank_data_time": 0.004744185018353164, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.4965462835971266, "total_loss": 0.894264904782176}
+{"data_time": 0.004752475535497069, "eta_seconds": 762.7798542799428, "fast_rcnn/cls_accuracy": 0.8818359375, "fast_rcnn/false_negative": 0.24946351931330474, "fast_rcnn/fg_cls_accuracy": 0.7291232638888889, "iteration": 439, "loss_box_reg": 0.48748794198036194, "loss_cls": 0.2883923500776291, "loss_rpn_cls": 0.02063954435288906, "loss_rpn_loc": 0.04743429273366928, "lr": 0.000439561, "rank_data_time": 0.004752475535497069, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.4849725984968245, "total_loss": 0.8512876175809652}
+{"data_time": 0.004817324574105442, "eta_seconds": 753.0006253789179, "fast_rcnn/cls_accuracy": 0.87939453125, "fast_rcnn/false_negative": 0.31501777251184837, "fast_rcnn/fg_cls_accuracy": 0.6634978524881516, "iteration": 459, "loss_box_reg": 0.4579439163208008, "loss_cls": 0.3032665252685547, "loss_rpn_cls": 0.019071560353040695, "loss_rpn_loc": 0.04764252528548241, "lr": 0.00045954100000000005, "rank_data_time": 0.004817324574105442, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.48829727654810995, "total_loss": 0.8238944299519062}
+{"data_time": 0.004834905033931136, "eta_seconds": 743.5182349197567, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 0.2830533824206166, "fast_rcnn/fg_cls_accuracy": 0.666015625, "iteration": 479, "loss_box_reg": 0.4734877049922943, "loss_cls": 0.31699444353580475, "loss_rpn_cls": 0.01567754987627268, "loss_rpn_loc": 0.05772166885435581, "lr": 0.000479521, "rank_data_time": 0.004834905033931136, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.4936555759049952, "total_loss": 0.8714791969396174}
+{"data_time": 0.004726765560917556, "eta_seconds": 733.0368121038191, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.2890625, "fast_rcnn/fg_cls_accuracy": 0.6812009604978355, "iteration": 499, "loss_box_reg": 0.47246523201465607, "loss_cls": 0.31012295186519623, "loss_rpn_cls": 0.02154095284640789, "loss_rpn_loc": 0.04672958888113499, "lr": 0.000499501, "rank_data_time": 0.004726765560917556, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.48157849500421435, "total_loss": 0.8524308418855071}
+{"data_time": 0.004633296048268676, "eta_seconds": 723.2629879424348, "fast_rcnn/cls_accuracy": 0.88232421875, "fast_rcnn/false_negative": 0.298828125, "fast_rcnn/fg_cls_accuracy": 0.6827059659090908, "iteration": 519, "loss_box_reg": 0.4917970299720764, "loss_cls": 0.29778560996055603, "loss_rpn_cls": 0.02648814395070076, "loss_rpn_loc": 0.08194474130868912, "lr": 0.000519481, "rank_data_time": 0.004633296048268676, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 185.0, "rpn/num_pos_anchors": 71.0, "time": 0.4919086624868214, "total_loss": 0.8629139931872487}
+{"data_time": 0.004832159145735204, "eta_seconds": 714.5957823516801, "fast_rcnn/cls_accuracy": 0.8701171875, "fast_rcnn/false_negative": 0.3078261462882096, "fast_rcnn/fg_cls_accuracy": 0.6659515881147541, "iteration": 539, "loss_box_reg": 0.4848591834306717, "loss_cls": 0.3369677811861038, "loss_rpn_cls": 0.026067704893648624, "loss_rpn_loc": 0.06646465882658958, "lr": 0.0005394610000000001, "rank_data_time": 0.004832159145735204, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.4960480583831668, "total_loss": 0.9076157649978995}
+{"data_time": 0.004692522459663451, "eta_seconds": 704.3856962397695, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.26644847972972974, "fast_rcnn/fg_cls_accuracy": 0.69921875, "iteration": 559, "loss_box_reg": 0.4489542841911316, "loss_cls": 0.30297741293907166, "loss_rpn_cls": 0.021811049431562424, "loss_rpn_loc": 0.050621166825294495, "lr": 0.000559441, "rank_data_time": 0.004692522459663451, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.48553031543269753, "total_loss": 0.8003742396831512}
+{"data_time": 0.004736246890388429, "eta_seconds": 695.3009119769558, "fast_rcnn/cls_accuracy": 0.88134765625, "fast_rcnn/false_negative": 0.2891788455055623, "fast_rcnn/fg_cls_accuracy": 0.6720721043577982, "iteration": 579, "loss_box_reg": 0.47339145839214325, "loss_cls": 0.2970097064971924, "loss_rpn_cls": 0.016148400492966175, "loss_rpn_loc": 0.05017724446952343, "lr": 0.000579421, "rank_data_time": 0.004736246890388429, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5018864780431613, "total_loss": 0.8241345477290452}
+{"data_time": 0.004776071873493493, "eta_seconds": 685.4663346661255, "fast_rcnn/cls_accuracy": 0.87451171875, "fast_rcnn/false_negative": 0.291015625, "fast_rcnn/fg_cls_accuracy": 0.7061941964285714, "iteration": 599, "loss_box_reg": 0.48399220407009125, "loss_cls": 0.3072887510061264, "loss_rpn_cls": 0.009941057302057743, "loss_rpn_loc": 0.05739753320813179, "lr": 0.000599401, "rank_data_time": 0.004776071873493493, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.48410203703679144, "total_loss": 0.8481038119643927}
+{"data_time": 0.004990854882635176, "eta_seconds": 674.7034605243243, "fast_rcnn/cls_accuracy": 0.86962890625, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.66796875, "iteration": 619, "loss_box_reg": 0.4718070775270462, "loss_cls": 0.31830859184265137, "loss_rpn_cls": 0.023421323858201504, "loss_rpn_loc": 0.06741585955023766, "lr": 0.000619381, "rank_data_time": 0.004990854882635176, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.478646622505039, "total_loss": 0.9129719254560769}
+{"data_time": 0.005163187975995243, "eta_seconds": 664.3906211014837, "fast_rcnn/cls_accuracy": 0.88330078125, "fast_rcnn/false_negative": 0.2890625, "fast_rcnn/fg_cls_accuracy": 0.6660289115646258, "iteration": 639, "loss_box_reg": 0.4794900119304657, "loss_cls": 0.317630797624588, "loss_rpn_cls": 0.020494814030826092, "loss_rpn_loc": 0.052557580173015594, "lr": 0.000639361, "rank_data_time": 0.005163187975995243, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.48208602285012603, "total_loss": 0.9222348029725254}
+{"data_time": 0.005230756942182779, "eta_seconds": 654.6201707911678, "fast_rcnn/cls_accuracy": 0.87744140625, "fast_rcnn/false_negative": 0.287109375, "fast_rcnn/fg_cls_accuracy": 0.6779585040983607, "iteration": 659, "loss_box_reg": 0.46006734669208527, "loss_cls": 0.298187255859375, "loss_rpn_cls": 0.017868143506348133, "loss_rpn_loc": 0.05336025170981884, "lr": 0.000659341, "rank_data_time": 0.005230756942182779, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.488324670586735, "total_loss": 0.8556933235377073}
+{"data_time": 0.00517740345094353, "eta_seconds": 645.4387395456433, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.29835353387850466, "fast_rcnn/fg_cls_accuracy": 0.6797787675233644, "iteration": 679, "loss_box_reg": 0.4274992048740387, "loss_cls": 0.27701450884342194, "loss_rpn_cls": 0.01567575428634882, "loss_rpn_loc": 0.041961412876844406, "lr": 0.0006793210000000001, "rank_data_time": 0.00517740345094353, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5064935914706439, "total_loss": 0.7708081123419106}
+{"data_time": 0.004509749938733876, "eta_seconds": 635.6738331029192, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 0.3046875, "fast_rcnn/fg_cls_accuracy": 0.68359375, "iteration": 699, "loss_box_reg": 0.44997701048851013, "loss_cls": 0.31243252754211426, "loss_rpn_cls": 0.025973948650062084, "loss_rpn_loc": 0.04649363271892071, "lr": 0.0006993009999999999, "rank_data_time": 0.004509749938733876, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.49520125542767346, "total_loss": 0.8787623699754477}
+{"data_time": 0.004806655924767256, "eta_seconds": 625.879989862442, "fast_rcnn/cls_accuracy": 0.88525390625, "fast_rcnn/false_negative": 0.2695482336956522, "fast_rcnn/fg_cls_accuracy": 0.678374474789916, "iteration": 719, "loss_box_reg": 0.46833717823028564, "loss_cls": 0.2811153829097748, "loss_rpn_cls": 0.020633047446608543, "loss_rpn_loc": 0.054238803684711456, "lr": 0.000719281, "rank_data_time": 0.004806655924767256, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.48070470697712153, "total_loss": 0.8248299201950431}
+{"data_time": 0.004609973053447902, "eta_seconds": 616.0909634060226, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.275390625, "fast_rcnn/fg_cls_accuracy": 0.6822489754098361, "iteration": 739, "loss_box_reg": 0.4338531345129013, "loss_cls": 0.28826136887073517, "loss_rpn_cls": 0.0220460407435894, "loss_rpn_loc": 0.04865318536758423, "lr": 0.000739261, "rank_data_time": 0.004609973053447902, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.48188085050787777, "total_loss": 0.8388588009402156}
+{"data_time": 0.004649567999877036, "eta_seconds": 607.1273249899969, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.2623111670616114, "fast_rcnn/fg_cls_accuracy": 0.7082622111344538, "iteration": 759, "loss_box_reg": 0.4419651925563812, "loss_cls": 0.2939993590116501, "loss_rpn_cls": 0.022954020649194717, "loss_rpn_loc": 0.05276691913604736, "lr": 0.000759241, "rank_data_time": 0.004649567999877036, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5002806639531627, "total_loss": 0.8168407939374447}
+{"data_time": 0.004696532501839101, "eta_seconds": 597.4502150877379, "fast_rcnn/cls_accuracy": 0.87939453125, "fast_rcnn/false_negative": 0.310546875, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 779, "loss_box_reg": 0.44227561354637146, "loss_cls": 0.29870858788490295, "loss_rpn_cls": 0.014985030051320791, "loss_rpn_loc": 0.0661046952009201, "lr": 0.0007792210000000001, "rank_data_time": 0.004696532501839101, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 187.0, "rpn/num_pos_anchors": 69.0, "time": 0.49449743248987943, "total_loss": 0.8052816409617662}
+{"data_time": 0.004667678033001721, "eta_seconds": 587.5425725709647, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.2471620006828269, "fast_rcnn/fg_cls_accuracy": 0.7255522629310345, "iteration": 799, "loss_box_reg": 0.4474850594997406, "loss_cls": 0.27552756667137146, "loss_rpn_cls": 0.00904380576685071, "loss_rpn_loc": 0.04260166361927986, "lr": 0.000799201, "rank_data_time": 0.004667678033001721, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.4717532431241125, "total_loss": 0.7694916541222483}
+{"data_time": 0.004768031416460872, "eta_seconds": 577.403527717106, "fast_rcnn/cls_accuracy": 0.8779296875, "fast_rcnn/false_negative": 0.32877604166666663, "fast_rcnn/fg_cls_accuracy": 0.6567375886524822, "iteration": 819, "loss_box_reg": 0.4173491299152374, "loss_cls": 0.28530052304267883, "loss_rpn_cls": 0.013963515870273113, "loss_rpn_loc": 0.048036277294158936, "lr": 0.000819181, "rank_data_time": 0.004768031416460872, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.47753745410591364, "total_loss": 0.8029256467707455}
+{"data_time": 0.004662412451580167, "eta_seconds": 567.7610325533897, "fast_rcnn/cls_accuracy": 0.88623046875, "fast_rcnn/false_negative": 0.26953125, "fast_rcnn/fg_cls_accuracy": 0.7038831751054853, "iteration": 839, "loss_box_reg": 0.42405299842357635, "loss_cls": 0.28666236996650696, "loss_rpn_cls": 0.012238170951604843, "loss_rpn_loc": 0.04622349329292774, "lr": 0.0008391609999999999, "rank_data_time": 0.004662412451580167, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.49664320051670074, "total_loss": 0.7812626818194985}
+{"data_time": 0.004647637833841145, "eta_seconds": 557.9720492335036, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.2702336052955665, "fast_rcnn/fg_cls_accuracy": 0.716796875, "iteration": 859, "loss_box_reg": 0.4383413940668106, "loss_cls": 0.2693297415971756, "loss_rpn_cls": 0.008926044218242168, "loss_rpn_loc": 0.06607739627361298, "lr": 0.0008591409999999999, "rank_data_time": 0.004647637833841145, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 189.5, "rpn/num_pos_anchors": 66.5, "time": 0.4879300539614633, "total_loss": 0.771641917526722}
+{"data_time": 0.0050242505967617035, "eta_seconds": 548.3730677329004, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.2683863146551724, "fast_rcnn/fg_cls_accuracy": 0.7028556034482758, "iteration": 879, "loss_box_reg": 0.47599686682224274, "loss_cls": 0.2990361899137497, "loss_rpn_cls": 0.015098217874765396, "loss_rpn_loc": 0.04751260206103325, "lr": 0.0008791210000000001, "rank_data_time": 0.0050242505967617035, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.4989189333282411, "total_loss": 0.8399219308048487}
+{"data_time": 0.004495681030675769, "eta_seconds": 537.8778587793931, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.2443857871338912, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 899, "loss_box_reg": 0.4463565796613693, "loss_cls": 0.26967646181583405, "loss_rpn_cls": 0.011755811516195536, "loss_rpn_loc": 0.04148427955806255, "lr": 0.000899101, "rank_data_time": 0.004495681030675769, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.47215646610129625, "total_loss": 0.7616880028508604}
+{"data_time": 0.004521270049735904, "eta_seconds": 527.8975617466494, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.28201789529914534, "fast_rcnn/fg_cls_accuracy": 0.688034188034188, "iteration": 919, "loss_box_reg": 0.4309321939945221, "loss_cls": 0.2675407975912094, "loss_rpn_cls": 0.0398959219455719, "loss_rpn_loc": 0.06918396055698395, "lr": 0.0009190810000000001, "rank_data_time": 0.004521270049735904, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 195.5, "rpn/num_pos_anchors": 60.5, "time": 0.474821814103052, "total_loss": 0.807992871850729}
+{"data_time": 0.0045788155402988195, "eta_seconds": 518.3068666048348, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.2477997448979592, "fast_rcnn/fg_cls_accuracy": 0.7203492935635792, "iteration": 939, "loss_box_reg": 0.42102454602718353, "loss_cls": 0.26962055265903473, "loss_rpn_cls": 0.027729082852602005, "loss_rpn_loc": 0.04234657995402813, "lr": 0.0009390609999999999, "rank_data_time": 0.0045788155402988195, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.49452974658925086, "total_loss": 0.7545923343859613}
+{"data_time": 0.004381072474643588, "eta_seconds": 508.53906648233533, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 0.3203125, "fast_rcnn/fg_cls_accuracy": 0.662109375, "iteration": 959, "loss_box_reg": 0.44441989064216614, "loss_cls": 0.26607051491737366, "loss_rpn_cls": 0.018244250677525997, "loss_rpn_loc": 0.040973709896206856, "lr": 0.000959041, "rank_data_time": 0.004381072474643588, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.49586209293920547, "total_loss": 0.7738686492666602}
+{"data_time": 0.0042285185772925615, "eta_seconds": 498.7481169216335, "fast_rcnn/cls_accuracy": 0.8740234375, "fast_rcnn/false_negative": 0.279296875, "fast_rcnn/fg_cls_accuracy": 0.6976269961453745, "iteration": 979, "loss_box_reg": 0.4254154711961746, "loss_cls": 0.3097735792398453, "loss_rpn_cls": 0.014527726918458939, "loss_rpn_loc": 0.05265692435204983, "lr": 0.000979021, "rank_data_time": 0.0042285185772925615, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.4834441855782643, "total_loss": 0.7776959524489939}
+{"data_time": 0.004331567557528615, "eta_seconds": 488.9687420800328, "fast_rcnn/cls_accuracy": 0.89208984375, "fast_rcnn/false_negative": 0.26171875, "fast_rcnn/fg_cls_accuracy": 0.666015625, "iteration": 999, "loss_box_reg": 0.42084039747714996, "loss_cls": 0.27632230520248413, "loss_rpn_cls": 0.015327538829296827, "loss_rpn_loc": 0.04217522405087948, "lr": 0.000999001, "rank_data_time": 0.004331567557528615, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.4887936975574121, "total_loss": 0.7989940620027483}
+{"data_time": 0.004902702406980097, "eta_seconds": 479.7325454442762, "fast_rcnn/cls_accuracy": 0.89013671875, "fast_rcnn/false_negative": 0.283203125, "fast_rcnn/fg_cls_accuracy": 0.6870136797188755, "iteration": 1019, "loss_box_reg": 0.44547446072101593, "loss_cls": 0.27167080342769623, "loss_rpn_cls": 0.010948114562779665, "loss_rpn_loc": 0.04293503426015377, "lr": 0.001, "rank_data_time": 0.004902702406980097, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5083415403496474, "total_loss": 0.7773772710934281}
+{"data_time": 0.004802337498404086, "eta_seconds": 469.990368001163, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.2846467391304348, "fast_rcnn/fg_cls_accuracy": 0.7036345108695652, "iteration": 1039, "loss_box_reg": 0.43771497905254364, "loss_cls": 0.2764909565448761, "loss_rpn_cls": 0.014707162976264954, "loss_rpn_loc": 0.04744909331202507, "lr": 0.001, "rank_data_time": 0.004802337498404086, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.489231557934545, "total_loss": 0.8241131994873285}
+{"data_time": 0.004543785471469164, "eta_seconds": 460.319430178497, "fast_rcnn/cls_accuracy": 0.87939453125, "fast_rcnn/false_negative": 0.2782056553643725, "fast_rcnn/fg_cls_accuracy": 0.6817820277149321, "iteration": 1059, "loss_box_reg": 0.44111867249011993, "loss_cls": 0.316190242767334, "loss_rpn_cls": 0.017199331894516945, "loss_rpn_loc": 0.0556486863642931, "lr": 0.001, "rank_data_time": 0.004543785471469164, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.4851726029301062, "total_loss": 0.8058302514255047}
+{"data_time": 0.0044329509837552905, "eta_seconds": 450.52539974916726, "fast_rcnn/cls_accuracy": 0.8798828125, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.673828125, "iteration": 1079, "loss_box_reg": 0.44983071088790894, "loss_cls": 0.31653670966625214, "loss_rpn_cls": 0.020982897840440273, "loss_rpn_loc": 0.07300962507724762, "lr": 0.001, "rank_data_time": 0.0044329509837552905, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 193.5, "rpn/num_pos_anchors": 62.5, "time": 0.4848394765285775, "total_loss": 0.8491707551293075}
+{"data_time": 0.004593034973368049, "eta_seconds": 440.78416022239253, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.2636536214953271, "fast_rcnn/fg_cls_accuracy": 0.692686170212766, "iteration": 1099, "loss_box_reg": 0.4259170889854431, "loss_cls": 0.2560400366783142, "loss_rpn_cls": 0.013487482443451881, "loss_rpn_loc": 0.04653250426054001, "lr": 0.001, "rank_data_time": 0.004593034973368049, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.501624001073651, "total_loss": 0.7650737999938428}
+{"data_time": 0.004450991633348167, "eta_seconds": 431.2770660407841, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.29173454514275915, "fast_rcnn/fg_cls_accuracy": 0.6952905198776759, "iteration": 1119, "loss_box_reg": 0.375766783952713, "loss_cls": 0.23525580763816833, "loss_rpn_cls": 0.02198033593595028, "loss_rpn_loc": 0.05252823047339916, "lr": 0.001, "rank_data_time": 0.004450991633348167, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.49458398553542793, "total_loss": 0.7063992079347372}
+{"data_time": 0.004593274439685047, "eta_seconds": 421.75714208977297, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.23952988079261073, "fast_rcnn/fg_cls_accuracy": 0.7442905584834743, "iteration": 1139, "loss_box_reg": 0.39896030724048615, "loss_cls": 0.23831160366535187, "loss_rpn_cls": 0.015091634821146727, "loss_rpn_loc": 0.04174704849720001, "lr": 0.001, "rank_data_time": 0.004593274439685047, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.48218099249061197, "total_loss": 0.6755330725573003}
+{"data_time": 0.00482934748288244, "eta_seconds": 412.795771881938, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.2283759765986596, "fast_rcnn/fg_cls_accuracy": 0.719047934322034, "iteration": 1159, "loss_box_reg": 0.41618576645851135, "loss_cls": 0.26909828186035156, "loss_rpn_cls": 0.014388717245310545, "loss_rpn_loc": 0.04397428222000599, "lr": 0.001, "rank_data_time": 0.00482934748288244, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5190036409767345, "total_loss": 0.7557743000797927}
+{"data_time": 0.004754532943479717, "eta_seconds": 402.9673011228442, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.2265625, "fast_rcnn/fg_cls_accuracy": 0.7421875, "iteration": 1179, "loss_box_reg": 0.41862331330776215, "loss_cls": 0.26759687066078186, "loss_rpn_cls": 0.013286362402141094, "loss_rpn_loc": 0.040260227397084236, "lr": 0.001, "rank_data_time": 0.004754532943479717, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.48995754099451005, "total_loss": 0.7487778346985579}
+{"data_time": 0.004411046509630978, "eta_seconds": 393.13883036375046, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.7416819852941177, "iteration": 1199, "loss_box_reg": 0.4350552558898926, "loss_cls": 0.27003125846385956, "loss_rpn_cls": 0.01837409194558859, "loss_rpn_loc": 0.049030132591724396, "lr": 0.001, "rank_data_time": 0.004411046509630978, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5006129714893177, "total_loss": 0.8076323685236275}
+{"data_time": 0.004691928974352777, "eta_seconds": 383.51278367685154, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.767578125, "iteration": 1219, "loss_box_reg": 0.42658230662345886, "loss_cls": 0.2321399599313736, "loss_rpn_cls": 0.015091671608388424, "loss_rpn_loc": 0.04136776551604271, "lr": 0.001, "rank_data_time": 0.004691928974352777, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.49875991395674646, "total_loss": 0.708995952270925}
+{"data_time": 0.004650378949008882, "eta_seconds": 373.3757202839479, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.240234375, "fast_rcnn/fg_cls_accuracy": 0.7529373769685039, "iteration": 1239, "loss_box_reg": 0.4405420273542404, "loss_cls": 0.2649483382701874, "loss_rpn_cls": 0.019894725643098354, "loss_rpn_loc": 0.060502707958221436, "lr": 0.001, "rank_data_time": 0.004650378949008882, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 197.25, "rpn/num_pos_anchors": 58.75, "time": 0.4849443049170077, "total_loss": 0.8128888793289661}
+{"data_time": 0.0044592415215447545, "eta_seconds": 363.3083031489514, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.2285946988866397, "fast_rcnn/fg_cls_accuracy": 0.7215808451417004, "iteration": 1259, "loss_box_reg": 0.45262567698955536, "loss_cls": 0.2734755724668503, "loss_rpn_cls": 0.012144415639340878, "loss_rpn_loc": 0.04939059913158417, "lr": 0.001, "rank_data_time": 0.0044592415215447545, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.48147735942620784, "total_loss": 0.8300433591939509}
+{"data_time": 0.004917946411296725, "eta_seconds": 353.64509959705174, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.2421875, "fast_rcnn/fg_cls_accuracy": 0.7578125, "iteration": 1279, "loss_box_reg": 0.4135875701904297, "loss_cls": 0.26518183946609497, "loss_rpn_cls": 0.016432419419288635, "loss_rpn_loc": 0.05148467794060707, "lr": 0.001, "rank_data_time": 0.004917946411296725, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5230208259308711, "total_loss": 0.7755246008746326}
+{"data_time": 0.0049212571466341615, "eta_seconds": 344.2232178291306, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.749968998015873, "iteration": 1299, "loss_box_reg": 0.4037431478500366, "loss_cls": 0.25878676772117615, "loss_rpn_cls": 0.009584838058799505, "loss_rpn_loc": 0.052768275141716, "lr": 0.001, "rank_data_time": 0.0049212571466341615, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.49680056900251657, "total_loss": 0.7115920898504555}
+{"data_time": 0.004655819036997855, "eta_seconds": 334.3882687482983, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.25834941484063745, "fast_rcnn/fg_cls_accuracy": 0.7200128700128701, "iteration": 1319, "loss_box_reg": 0.4139447957277298, "loss_cls": 0.242437444627285, "loss_rpn_cls": 0.01134241372346878, "loss_rpn_loc": 0.04703335091471672, "lr": 0.001, "rank_data_time": 0.004655819036997855, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.4842763019260019, "total_loss": 0.7098999386653304}
+{"data_time": 0.005141029483638704, "eta_seconds": 324.68388909939677, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.236328125, "fast_rcnn/fg_cls_accuracy": 0.7504146298882681, "iteration": 1339, "loss_box_reg": 0.42722630500793457, "loss_cls": 0.26303713023662567, "loss_rpn_cls": 0.012714760843664408, "loss_rpn_loc": 0.046803317964076996, "lr": 0.001, "rank_data_time": 0.005141029483638704, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.506811210536398, "total_loss": 0.7937748148106039}
+{"data_time": 0.004674084018915892, "eta_seconds": 314.83193442225456, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.25267650462962965, "fast_rcnn/fg_cls_accuracy": 0.7265625, "iteration": 1359, "loss_box_reg": 0.40779736638069153, "loss_cls": 0.26130589842796326, "loss_rpn_cls": 0.011737946886569262, "loss_rpn_loc": 0.04737992398440838, "lr": 0.001, "rank_data_time": 0.004674084018915892, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4946136649232358, "total_loss": 0.7384121175855398}
+{"data_time": 0.005089380079880357, "eta_seconds": 304.8573601595126, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.2520047494493392, "fast_rcnn/fg_cls_accuracy": 0.7340054898648649, "iteration": 1379, "loss_box_reg": 0.42426797747612, "loss_cls": 0.25714756548404694, "loss_rpn_cls": 0.010482258629053831, "loss_rpn_loc": 0.051198769360780716, "lr": 0.001, "rank_data_time": 0.005089380079880357, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.48970987799111754, "total_loss": 0.7529763472848572}
+{"data_time": 0.004813442588783801, "eta_seconds": 294.79361632838845, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.23828125, "fast_rcnn/fg_cls_accuracy": 0.728515625, "iteration": 1399, "loss_box_reg": 0.41704821586608887, "loss_cls": 0.2593224197626114, "loss_rpn_cls": 0.013940169010311365, "loss_rpn_loc": 0.0591367743909359, "lr": 0.001, "rank_data_time": 0.004813442588783801, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5008487585000694, "total_loss": 0.7743501699296758}
+{"data_time": 0.0049973310669884086, "eta_seconds": 284.9494945979677, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.2594381035996488, "fast_rcnn/fg_cls_accuracy": 0.6922827721855838, "iteration": 1419, "loss_box_reg": 0.39828823506832123, "loss_cls": 0.2667759209871292, "loss_rpn_cls": 0.009883340913802385, "loss_rpn_loc": 0.041860731318593025, "lr": 0.001, "rank_data_time": 0.0049973310669884086, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.4870447239372879, "total_loss": 0.7374189030379057}
+{"data_time": 0.004614139907062054, "eta_seconds": 275.23927082307637, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.27321467569338287, "fast_rcnn/fg_cls_accuracy": 0.7242771006224067, "iteration": 1439, "loss_box_reg": 0.40159058570861816, "loss_cls": 0.25753776729106903, "loss_rpn_cls": 0.015332195907831192, "loss_rpn_loc": 0.03778189793229103, "lr": 0.001, "rank_data_time": 0.004614139907062054, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4899230465525761, "total_loss": 0.761302012950182}
+{"data_time": 0.004726023529656231, "eta_seconds": 265.65045471768826, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.23828125, "fast_rcnn/fg_cls_accuracy": 0.7378771551724138, "iteration": 1459, "loss_box_reg": 0.40084898471832275, "loss_cls": 0.2650594264268875, "loss_rpn_cls": 0.011353189125657082, "loss_rpn_loc": 0.05842510797083378, "lr": 0.001, "rank_data_time": 0.004726023529656231, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.5091418669326231, "total_loss": 0.7776363994926214}
+{"data_time": 0.0052607584511861205, "eta_seconds": 255.7149829203263, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.21809895833333331, "fast_rcnn/fg_cls_accuracy": 0.742953125, "iteration": 1479, "loss_box_reg": 0.403051421046257, "loss_cls": 0.24159681051969528, "loss_rpn_cls": 0.021046588197350502, "loss_rpn_loc": 0.04443269222974777, "lr": 0.001, "rank_data_time": 0.0052607584511861205, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.481713347020559, "total_loss": 0.684561584610492}
+{"data_time": 0.004801633069291711, "eta_seconds": 245.96244876738638, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.24410962301587302, "fast_rcnn/fg_cls_accuracy": 0.72265625, "iteration": 1499, "loss_box_reg": 0.45224273204803467, "loss_cls": 0.2559681385755539, "loss_rpn_cls": 0.016120866406708956, "loss_rpn_loc": 0.053299346938729286, "lr": 0.001, "rank_data_time": 0.004801633069291711, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.4878434414276853, "total_loss": 0.7907605771906674}
+{"data_time": 0.004837602959014475, "eta_seconds": 236.09371561557055, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.2661027518506598, "fast_rcnn/fg_cls_accuracy": 0.7265625, "iteration": 1519, "loss_box_reg": 0.3802829682826996, "loss_cls": 0.23098880052566528, "loss_rpn_cls": 0.011746683157980442, "loss_rpn_loc": 0.04876720905303955, "lr": 0.001, "rank_data_time": 0.004837602959014475, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.4851965884445235, "total_loss": 0.6853136112913489}
+{"data_time": 0.004931997042149305, "eta_seconds": 226.17420575814322, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.19812353971962615, "fast_rcnn/fg_cls_accuracy": 0.8018764602803738, "iteration": 1539, "loss_box_reg": 0.36927227675914764, "loss_cls": 0.23457133024930954, "loss_rpn_cls": 0.010076569393277168, "loss_rpn_loc": 0.04121015779674053, "lr": 0.001, "rank_data_time": 0.004931997042149305, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.4875345090404153, "total_loss": 0.6867572676856071}
+{"data_time": 0.004574125399813056, "eta_seconds": 216.4559260662645, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.1750756618013255, "fast_rcnn/fg_cls_accuracy": 0.7738155241935484, "iteration": 1559, "loss_box_reg": 0.4164838641881943, "loss_cls": 0.2240082249045372, "loss_rpn_cls": 0.016278695315122604, "loss_rpn_loc": 0.04315858893096447, "lr": 0.001, "rank_data_time": 0.004574125399813056, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4999622175237164, "total_loss": 0.7434604670852423}
+{"data_time": 0.0048636868596076965, "eta_seconds": 206.5390246664174, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.244140625, "fast_rcnn/fg_cls_accuracy": 0.744140625, "iteration": 1579, "loss_box_reg": 0.4167003482580185, "loss_cls": 0.24107743054628372, "loss_rpn_cls": 0.0137570695951581, "loss_rpn_loc": 0.07492824271321297, "lr": 0.001, "rank_data_time": 0.0048636868596076965, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 184.25, "rpn/num_pos_anchors": 71.75, "time": 0.48966852843295783, "total_loss": 0.7134797661565244}
+{"data_time": 0.005100494949147105, "eta_seconds": 196.778114605695, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.22535021551724138, "fast_rcnn/fg_cls_accuracy": 0.7288707386363636, "iteration": 1599, "loss_box_reg": 0.37079596519470215, "loss_cls": 0.22780830413103104, "loss_rpn_cls": 0.009119665715843439, "loss_rpn_loc": 0.03349298797547817, "lr": 0.001, "rank_data_time": 0.005100494949147105, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.49600114149507135, "total_loss": 0.6595062771812081}
+{"data_time": 0.0052973381243646145, "eta_seconds": 187.09933169884607, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.208984375, "fast_rcnn/fg_cls_accuracy": 0.765625, "iteration": 1619, "loss_box_reg": 0.39188554883003235, "loss_cls": 0.24057943373918533, "loss_rpn_cls": 0.01864747516810894, "loss_rpn_loc": 0.045234885066747665, "lr": 0.001, "rank_data_time": 0.0052973381243646145, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.4758769344771281, "total_loss": 0.6713729575276375}
+{"data_time": 0.00477486290037632, "eta_seconds": 177.41642670705914, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.18346924800796813, "fast_rcnn/fg_cls_accuracy": 0.7820870535714286, "iteration": 1639, "loss_box_reg": 0.41512949764728546, "loss_cls": 0.2072974517941475, "loss_rpn_cls": 0.015046131797134876, "loss_rpn_loc": 0.04321149177849293, "lr": 0.001, "rank_data_time": 0.00477486290037632, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.4968966878950596, "total_loss": 0.6657945781480521}
+{"data_time": 0.004706134088337421, "eta_seconds": 167.59523491375148, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.22767503955696203, "fast_rcnn/fg_cls_accuracy": 0.772324960443038, "iteration": 1659, "loss_box_reg": 0.418251097202301, "loss_cls": 0.2133934274315834, "loss_rpn_cls": 0.00939541682600975, "loss_rpn_loc": 0.03499441221356392, "lr": 0.001, "rank_data_time": 0.004706134088337421, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.4950877954252064, "total_loss": 0.6886207610368729}
+{"data_time": 0.004691274021752179, "eta_seconds": 157.7366916835308, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.7511057374338624, "iteration": 1679, "loss_box_reg": 0.3955395072698593, "loss_cls": 0.24823005497455597, "loss_rpn_cls": 0.010526745580136776, "loss_rpn_loc": 0.04739026352763176, "lr": 0.001, "rank_data_time": 0.004691274021752179, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5097833459731191, "total_loss": 0.7199084255844355}
+{"data_time": 0.004851632053032517, "eta_seconds": 147.86429173545912, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.228515625, "fast_rcnn/fg_cls_accuracy": 0.771484375, "iteration": 1699, "loss_box_reg": 0.3974465876817703, "loss_cls": 0.24042804539203644, "loss_rpn_cls": 0.012563829310238361, "loss_rpn_loc": 0.0494151096791029, "lr": 0.001, "rank_data_time": 0.004851632053032517, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.49166368949227035, "total_loss": 0.7164828469976783}
+{"data_time": 0.004839501925744116, "eta_seconds": 138.0066722864285, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.212890625, "fast_rcnn/fg_cls_accuracy": 0.7666316526610644, "iteration": 1719, "loss_box_reg": 0.3928949534893036, "loss_cls": 0.20098762959241867, "loss_rpn_cls": 0.011920834425836802, "loss_rpn_loc": 0.036958012729883194, "lr": 0.001, "rank_data_time": 0.004839501925744116, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.4895431555341929, "total_loss": 0.6214412678964436}
+{"data_time": 0.004674874013289809, "eta_seconds": 128.1490528373979, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.2027219742063492, "fast_rcnn/fg_cls_accuracy": 0.7681407902305208, "iteration": 1739, "loss_box_reg": 0.40427960455417633, "loss_cls": 0.22115645557641983, "loss_rpn_cls": 0.011753727216273546, "loss_rpn_loc": 0.037586623802781105, "lr": 0.001, "rank_data_time": 0.004674874013289809, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.48356204363517463, "total_loss": 0.6838709763251245}
+{"data_time": 0.004761768039315939, "eta_seconds": 118.2776178047061, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.2313340807174888, "fast_rcnn/fg_cls_accuracy": 0.7403981462371241, "iteration": 1759, "loss_box_reg": 0.4076857715845108, "loss_cls": 0.2528926581144333, "loss_rpn_cls": 0.016086981631815434, "loss_rpn_loc": 0.045109737664461136, "lr": 0.001, "rank_data_time": 0.004761768039315939, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5026170214405283, "total_loss": 0.6856141705065966}
+{"data_time": 0.004996801493689418, "eta_seconds": 108.43381393933669, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.208349408436214, "fast_rcnn/fg_cls_accuracy": 0.7613088348765432, "iteration": 1779, "loss_box_reg": 0.36917534470558167, "loss_cls": 0.23805446177721024, "loss_rpn_cls": 0.013947222847491503, "loss_rpn_loc": 0.04805586859583855, "lr": 0.001, "rank_data_time": 0.004996801493689418, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.49482035858090967, "total_loss": 0.6840379247441888}
+{"data_time": 0.004847782547585666, "eta_seconds": 98.58543230220675, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.2282551577600585, "fast_rcnn/fg_cls_accuracy": 0.7375417172330097, "iteration": 1799, "loss_box_reg": 0.400478258728981, "loss_cls": 0.24262260645627975, "loss_rpn_cls": 0.012570359744131565, "loss_rpn_loc": 0.04568169452250004, "lr": 0.001, "rank_data_time": 0.004847782547585666, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.477473744074814, "total_loss": 0.7389338510110974}
+{"data_time": 0.0045572305098176, "eta_seconds": 88.69732884457335, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.2421875, "fast_rcnn/fg_cls_accuracy": 0.7359528520742358, "iteration": 1819, "loss_box_reg": 0.4149044305086136, "loss_cls": 0.23354420810937881, "loss_rpn_cls": 0.00979131180793047, "loss_rpn_loc": 0.03970159590244293, "lr": 0.001, "rank_data_time": 0.0045572305098176, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.4770993224810809, "total_loss": 0.6954334247857332}
+{"data_time": 0.004693788476288319, "eta_seconds": 78.8517452031374, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.2575470266990291, "fast_rcnn/fg_cls_accuracy": 0.740234375, "iteration": 1839, "loss_box_reg": 0.3948385864496231, "loss_cls": 0.22163554280996323, "loss_rpn_cls": 0.013702070340514183, "loss_rpn_loc": 0.05350920185446739, "lr": 0.001, "rank_data_time": 0.004693788476288319, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.49755365145392716, "total_loss": 0.7152111544273794}
+{"data_time": 0.00464855448808521, "eta_seconds": 68.95953896921128, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.22890204722056184, "fast_rcnn/fg_cls_accuracy": 0.7635656380753137, "iteration": 1859, "loss_box_reg": 0.40376436710357666, "loss_cls": 0.24224281311035156, "loss_rpn_cls": 0.014760020654648542, "loss_rpn_loc": 0.04176640138030052, "lr": 0.001, "rank_data_time": 0.00464855448808521, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.47683246503584087, "total_loss": 0.6786175183951855}
+{"data_time": 0.004906051908619702, "eta_seconds": 59.04723599553108, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.7566355076419213, "iteration": 1879, "loss_box_reg": 0.40088894963264465, "loss_cls": 0.22951950877904892, "loss_rpn_cls": 0.010339724365621805, "loss_rpn_loc": 0.056968385353684425, "lr": 0.001, "rank_data_time": 0.004906051908619702, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.4797304515959695, "total_loss": 0.7036207530181855}
+{"data_time": 0.004752224194817245, "eta_seconds": 49.282340751960874, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.205078125, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 1899, "loss_box_reg": 0.40851783752441406, "loss_cls": 0.24042407423257828, "loss_rpn_cls": 0.010109980590641499, "loss_rpn_loc": 0.05022924207150936, "lr": 0.001, "rank_data_time": 0.004752224194817245, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.48989691096358, "total_loss": 0.7230470417998731}
+{"data_time": 0.0046793140936642885, "eta_seconds": 39.439921686425805, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.21258060515873017, "fast_rcnn/fg_cls_accuracy": 0.7734699007163504, "iteration": 1919, "loss_box_reg": 0.4271732270717621, "loss_cls": 0.24010296911001205, "loss_rpn_cls": 0.010887131094932556, "loss_rpn_loc": 0.048599569126963615, "lr": 0.001, "rank_data_time": 0.0046793140936642885, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.4783529849955812, "total_loss": 0.7259748727083206}
+{"data_time": 0.004847678472287953, "eta_seconds": 29.569404451176524, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.24251724837662336, "fast_rcnn/fg_cls_accuracy": 0.751953125, "iteration": 1939, "loss_box_reg": 0.37294647097587585, "loss_cls": 0.22344567626714706, "loss_rpn_cls": 0.007311379536986351, "loss_rpn_loc": 0.03541462495923042, "lr": 0.001, "rank_data_time": 0.004847678472287953, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.48716912197414786, "total_loss": 0.6673516784794629}
+{"data_time": 0.004987602471373975, "eta_seconds": 19.7105175210163, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.2294076033464567, "fast_rcnn/fg_cls_accuracy": 0.769219406512605, "iteration": 1959, "loss_box_reg": 0.39264512062072754, "loss_cls": 0.23912543803453445, "loss_rpn_cls": 0.015317188575863838, "loss_rpn_loc": 0.04669901914894581, "lr": 0.001, "rank_data_time": 0.004987602471373975, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.4936369725037366, "total_loss": 0.7102178338682279}
+{"data_time": 0.004766853991895914, "eta_seconds": 9.85525876050815, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.20913251547723044, "fast_rcnn/fg_cls_accuracy": 0.7550098094170403, "iteration": 1979, "loss_box_reg": 0.3818726986646652, "loss_cls": 0.24670933932065964, "loss_rpn_cls": 0.00804932415485382, "loss_rpn_loc": 0.05902676656842232, "lr": 0.001, "rank_data_time": 0.004766853991895914, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.48032309289555997, "total_loss": 0.7170806596986949}
+{"data_time": 0.004712014342658222, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.260859375, "fast_rcnn/fg_cls_accuracy": 0.701171875, "iteration": 1999, "loss_box_reg": 0.41755732893943787, "loss_cls": 0.2612432688474655, "loss_rpn_cls": 0.01244113827124238, "loss_rpn_loc": 0.048367690294981, "lr": 0.001, "rank_data_time": 0.004712014342658222, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.48017067403998226, "total_loss": 0.7880237842909992}
+{"bbox/AP": 51.013485917735565, "bbox/AP-xe_container": 53.16217075067472, "bbox/AP-xe_khach": 58.07696522965262, "bbox/AP-xe_may": 36.443679506486376, "bbox/AP-xe_oto_con": 56.37112818412858, "bbox/AP50": 88.88569397951055, "bbox/AP75": 52.521432911109336, "bbox/APl": 59.770003894007374, "bbox/APm": 47.624194127873544, "bbox/APs": 11.337113473329913, "iteration": 2000}

output_daytime_2k/model_final.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e122214442bef8aa3a9a48d69e236732b87708c09ce60f564bc4e0ad8d8b2b6d
+size 835320240