{"data_time": 0.003176682499997696, "eta_seconds": 307.7335155000037, "fast_rcnn/cls_accuracy": 0.84765625, "fast_rcnn/false_negative": 0.8571428571428571, "fast_rcnn/fg_cls_accuracy": 0.14285714285714285, "iteration": 19, "loss_box_reg": 0.30981744825839996, "loss_cls": 0.5767462849617004, "loss_mask": 0.6895930767059326, "loss_rpn_cls": 0.022768868133425713, "loss_rpn_loc": 0.011103413999080658, "lr": 7.028928571428572e-06, "mask_rcnn/accuracy": 0.6433954578833032, "mask_rcnn/false_negative": 0.004510178320741394, "mask_rcnn/false_positive": 0.7458123462130469, "rank_data_time": 0.003176682499997696, "roi_head/num_bg_samples": 118.0, "roi_head/num_fg_samples": 10.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.45254928750000545, "total_loss": 1.6468831803649664} {"data_time": 0.0033680205000337082, "eta_seconds": 298.6825297500036, "fast_rcnn/cls_accuracy": 0.87890625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.4438976049423218, "loss_cls": 0.49363528192043304, "loss_mask": 0.684668242931366, "loss_rpn_cls": 0.010152847040444613, "loss_rpn_loc": 0.008649463299661875, "lr": 1.4164642857142858e-05, "mask_rcnn/accuracy": 0.6614351422387137, "mask_rcnn/false_negative": 0.01395815321326841, "mask_rcnn/false_positive": 0.6756776820484006, "rank_data_time": 0.0033680205000337082, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4515017220000459, "total_loss": 1.6074156481772661} {"data_time": 0.003512347000025784, "eta_seconds": 290.4532972800007, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.3832632154226303, "loss_cls": 0.3759865164756775, "loss_mask": 0.6738675236701965, "loss_rpn_cls": 0.01316440012305975, "loss_rpn_loc": 0.009494368452578783, "lr": 2.130035714285714e-05, "mask_rcnn/accuracy": 0.6982978012633625, "mask_rcnn/false_negative": 0.009926466881478219, "mask_rcnn/false_positive": 0.6846621641376487, "rank_data_time": 0.003512347000025784, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.457999387999962, "total_loss": 1.476452664937824} {"data_time": 0.0035679040000218265, "eta_seconds": 282.42393325998364, "fast_rcnn/cls_accuracy": 0.884765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.4748443067073822, "loss_cls": 0.3371925354003906, "loss_mask": 0.6587101519107819, "loss_rpn_cls": 0.01197135355323553, "loss_rpn_loc": 0.010649532079696655, "lr": 2.843607142857143e-05, "mask_rcnn/accuracy": 0.7131084441352299, "mask_rcnn/false_negative": 0.014956084627525557, "mask_rcnn/false_positive": 0.6483658027840689, "rank_data_time": 0.0035679040000218265, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4681870905000096, "total_loss": 1.5002549405908212} {"data_time": 0.003481671499969252, "eta_seconds": 273.31348379998417, "fast_rcnn/cls_accuracy": 0.88671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.4115215688943863, "loss_cls": 0.2915735989809036, "loss_mask": 0.627455323934555, "loss_rpn_cls": 0.011117596179246902, "loss_rpn_loc": 0.009185826871544123, "lr": 3.5571785714285716e-05, "mask_rcnn/accuracy": 0.7117651816824291, "mask_rcnn/false_negative": 0.009517573450468598, "mask_rcnn/false_positive": 0.666259243263757, "rank_data_time": 0.003481671499969252, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.457842984000024, "total_loss": 1.3501668127719313} {"data_time": 0.0032617494999840346, "eta_seconds": 265.51052718003234, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.4675479531288147, "loss_cls": 0.2782716155052185, "loss_mask": 0.599793404340744, "loss_rpn_cls": 0.007144424133002758, "loss_rpn_loc": 0.006463305093348026, "lr": 4.2707500000000004e-05, "mask_rcnn/accuracy": 0.7362691871620444, "mask_rcnn/false_negative": 0.022747945349550047, "mask_rcnn/false_positive": 0.5464619096244292, "rank_data_time": 0.0032617494999840346, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47570446550003, "total_loss": 1.3740137227578089} {"data_time": 0.003328055499991933, "eta_seconds": 257.97511124001176, "fast_rcnn/cls_accuracy": 0.85546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.555745393037796, "loss_cls": 0.26663579046726227, "loss_mask": 0.5649394392967224, "loss_rpn_cls": 0.0029599867993965745, "loss_rpn_loc": 0.008332186844199896, "lr": 4.9843214285714285e-05, "mask_rcnn/accuracy": 0.7538719726219726, "mask_rcnn/false_negative": 0.0308883797126697, "mask_rcnn/false_positive": 0.44771257983593354, "rank_data_time": 0.003328055499991933, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.47771371050004063, "total_loss": 1.3789631484542042} {"data_time": 0.0034046935000446865, "eta_seconds": 249.81525386999692, "fast_rcnn/cls_accuracy": 0.857421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.5504149496555328, "loss_cls": 0.2611151486635208, "loss_mask": 0.5209366679191589, "loss_rpn_cls": 0.0034043675987049937, "loss_rpn_loc": 0.006319371052086353, "lr": 5.697892857142857e-05, "mask_rcnn/accuracy": 0.8046683193954274, "mask_rcnn/false_negative": 0.05004518746380397, "mask_rcnn/false_positive": 0.32379503057549996, "rank_data_time": 0.0034046935000446865, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4748205510000503, "total_loss": 1.3375113064830657} {"data_time": 0.0034759810000082325, "eta_seconds": 240.56283705999704, "fast_rcnn/cls_accuracy": 0.880859375, "fast_rcnn/false_negative": 0.8868286445012787, "fast_rcnn/fg_cls_accuracy": 0.11317135549872123, "iteration": 179, "loss_box_reg": 0.5290333926677704, "loss_cls": 0.22159409523010254, "loss_mask": 0.45107391476631165, "loss_rpn_cls": 0.001495562435593456, "loss_rpn_loc": 0.004924657754600048, "lr": 6.411464285714286e-05, "mask_rcnn/accuracy": 0.8385729291716687, "mask_rcnn/false_negative": 0.12134796883347307, "mask_rcnn/false_positive": 0.18957223955412886, "rank_data_time": 0.0034759810000082325, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.46429024149995257, "total_loss": 1.2609340008057188} {"data_time": 0.003448221999974521, "eta_seconds": 231.92683924997937, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.6833333333333333, "fast_rcnn/fg_cls_accuracy": 0.31666666666666665, "iteration": 199, "loss_box_reg": 0.5289795994758606, "loss_cls": 0.2010146528482437, "loss_mask": 0.42729513347148895, "loss_rpn_cls": 0.0048584225587546825, "loss_rpn_loc": 0.005033276276662946, "lr": 7.125035714285714e-05, "mask_rcnn/accuracy": 0.8280683653770389, "mask_rcnn/false_negative": 0.08670150054726614, "mask_rcnn/false_positive": 0.2198417310165243, "rank_data_time": 0.003448221999974521, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4704603534999592, "total_loss": 1.1517155554611236} {"data_time": 0.003517487999943114, "eta_seconds": 223.64778312000453, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36070460704607044, "fast_rcnn/fg_cls_accuracy": 0.6392953929539296, "iteration": 219, "loss_box_reg": 0.5603744983673096, "loss_cls": 0.1814621463418007, "loss_mask": 0.35135553777217865, "loss_rpn_cls": 0.0006215019966475666, "loss_rpn_loc": 0.004638546612113714, "lr": 7.838607142857142e-05, "mask_rcnn/accuracy": 0.8685294430272108, "mask_rcnn/false_negative": 0.11679529908311741, "mask_rcnn/false_positive": 0.1443498368091034, "rank_data_time": 0.003517487999943114, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48851705250001487, "total_loss": 1.0895009660234791} {"data_time": 0.003467028500097058, "eta_seconds": 214.44884715998455, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1547049441786284, "fast_rcnn/fg_cls_accuracy": 0.8452950558213717, "iteration": 239, "loss_box_reg": 0.5691777169704437, "loss_cls": 0.14507030695676804, "loss_mask": 0.36852675676345825, "loss_rpn_cls": 0.0003391888312762603, "loss_rpn_loc": 0.0049027560744434595, "lr": 8.552178571428572e-05, "mask_rcnn/accuracy": 0.8392300961082106, "mask_rcnn/false_negative": 0.0860930995714819, "mask_rcnn/false_positive": 0.1643614156243541, "rank_data_time": 0.003467028500097058, "roi_head/num_bg_samples": 107.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47045620500000496, "total_loss": 1.0262046093084791} {"data_time": 0.0034969415000318804, "eta_seconds": 205.68308706001972, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.05979457079970653, "fast_rcnn/fg_cls_accuracy": 0.9402054292002935, "iteration": 259, "loss_box_reg": 0.5219802856445312, "loss_cls": 0.13158239424228668, "loss_mask": 0.3176151067018509, "loss_rpn_cls": 0.00022233734489418566, "loss_rpn_loc": 0.005005956161767244, "lr": 9.265750000000001e-05, "mask_rcnn/accuracy": 0.8577339472374315, "mask_rcnn/false_negative": 0.1429052481009433, "mask_rcnn/false_positive": 0.15592628355387816, "rank_data_time": 0.0034969415000318804, "roi_head/num_bg_samples": 107.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48927731650002215, "total_loss": 1.0067043726958218} {"data_time": 0.003472104000024956, "eta_seconds": 197.10361061999947, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1856060606060606, "fast_rcnn/fg_cls_accuracy": 0.8143939393939394, "iteration": 279, "loss_box_reg": 0.4542631655931473, "loss_cls": 0.12726537883281708, "loss_mask": 0.345239520072937, "loss_rpn_cls": 0.0005474548815982416, "loss_rpn_loc": 0.005560178309679031, "lr": 9.979321428571429e-05, "mask_rcnn/accuracy": 0.8414901286601597, "mask_rcnn/false_negative": 0.12301025471427722, "mask_rcnn/false_positive": 0.17757650812673886, "rank_data_time": 0.003472104000024956, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4894731680000177, "total_loss": 0.9620519656091346} {"data_time": 0.0035009565000336806, "eta_seconds": 187.67186059999403, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13423423423423425, "fast_rcnn/fg_cls_accuracy": 0.8657657657657658, "iteration": 299, "loss_box_reg": 0.4610784351825714, "loss_cls": 0.1363411396741867, "loss_mask": 0.30104726552963257, "loss_rpn_cls": 0.0001826394145609811, "loss_rpn_loc": 0.006220299517735839, "lr": 0.00010692892857142857, "mask_rcnn/accuracy": 0.8692708333333333, "mask_rcnn/false_negative": 0.10876902485862538, "mask_rcnn/false_positive": 0.14914248205774963, "rank_data_time": 0.0035009565000336806, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4661870854999961, "total_loss": 0.924355082672264} {"data_time": 0.003657168500012631, "eta_seconds": 178.81081278998977, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.02564935064935065, "fast_rcnn/fg_cls_accuracy": 0.9743506493506493, "iteration": 319, "loss_box_reg": 0.4738669693470001, "loss_cls": 0.11844249069690704, "loss_mask": 0.31025056540966034, "loss_rpn_cls": 0.00011480061584734358, "loss_rpn_loc": 0.0055078365840017796, "lr": 0.00011406464285714287, "mask_rcnn/accuracy": 0.8642085633645555, "mask_rcnn/false_negative": 0.1138713648443615, "mask_rcnn/false_positive": 0.09671452983462145, "rank_data_time": 0.003657168500012631, "roi_head/num_bg_samples": 106.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4949031944999547, "total_loss": 0.8938253049018385} {"data_time": 0.0036618049999788127, "eta_seconds": 169.59840713999256, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.05028248587570622, "fast_rcnn/fg_cls_accuracy": 0.9497175141242937, "iteration": 339, "loss_box_reg": 0.4276159256696701, "loss_cls": 0.09939058125019073, "loss_mask": 0.29004934430122375, "loss_rpn_cls": 0.00011548047768883407, "loss_rpn_loc": 0.006957739358767867, "lr": 0.00012120035714285714, "mask_rcnn/accuracy": 0.8780006645515349, "mask_rcnn/false_negative": 0.11800736384877007, "mask_rcnn/false_positive": 0.12787605391632795, "rank_data_time": 0.0036618049999788127, "roi_head/num_bg_samples": 106.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48531609750006055, "total_loss": 0.8611818481449518} {"data_time": 0.003688168999985919, "eta_seconds": 160.55431261001104, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.04145299145299146, "fast_rcnn/fg_cls_accuracy": 0.9585470085470086, "iteration": 359, "loss_box_reg": 0.43316660821437836, "loss_cls": 0.10642031952738762, "loss_mask": 0.29654039442539215, "loss_rpn_cls": 0.0001860821430454962, "loss_rpn_loc": 0.007686790311709046, "lr": 0.00012833607142857144, "mask_rcnn/accuracy": 0.8727951895043732, "mask_rcnn/false_negative": 0.12214578057553627, "mask_rcnn/false_positive": 0.1006476324749214, "rank_data_time": 0.003688168999985919, "roi_head/num_bg_samples": 104.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5023889494999594, "total_loss": 0.8582176404670463} {"data_time": 0.0036599645000023884, "eta_seconds": 151.13378304000435, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.07037643207855973, "fast_rcnn/fg_cls_accuracy": 0.9296235679214403, "iteration": 379, "loss_box_reg": 0.37208960950374603, "loss_cls": 0.0925026424229145, "loss_mask": 0.2804991155862808, "loss_rpn_cls": 0.0005317051836755127, "loss_rpn_loc": 0.006558138644322753, "lr": 0.00013547178571428573, "mask_rcnn/accuracy": 0.8769618169848585, "mask_rcnn/false_negative": 0.0993459668278529, "mask_rcnn/false_positive": 0.13079165696665124, "rank_data_time": 0.0036599645000023884, "roi_head/num_bg_samples": 104.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4839145285000086, "total_loss": 0.7663412119145505} {"data_time": 0.0036404640000000654, "eta_seconds": 141.8745642000033, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.09673659673659674, "fast_rcnn/fg_cls_accuracy": 0.9032634032634033, "iteration": 399, "loss_box_reg": 0.3689935654401779, "loss_cls": 0.10449451580643654, "loss_mask": 0.25812216103076935, "loss_rpn_cls": 0.0013023130595684052, "loss_rpn_loc": 0.006452816538512707, "lr": 0.0001426075, "mask_rcnn/accuracy": 0.8891273935005714, "mask_rcnn/false_negative": 0.1140951174309237, "mask_rcnn/false_positive": 0.09406970998526906, "rank_data_time": 0.0036404640000000654, "roi_head/num_bg_samples": 106.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4972817424999221, "total_loss": 0.7308768739070501} {"data_time": 0.00362293249997947, "eta_seconds": 132.31114651998723, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.043997668997669, "fast_rcnn/fg_cls_accuracy": 0.956002331002331, "iteration": 419, "loss_box_reg": 0.3686513304710388, "loss_cls": 0.09328371658921242, "loss_mask": 0.2827201187610626, "loss_rpn_cls": 0.00013783770555164665, "loss_rpn_loc": 0.0068218272645026445, "lr": 0.0001497432142857143, "mask_rcnn/accuracy": 0.8797390907582545, "mask_rcnn/false_negative": 0.11084823351632268, "mask_rcnn/false_positive": 0.10472339185350105, "rank_data_time": 0.00362293249997947, "roi_head/num_bg_samples": 105.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4499904319999928, "total_loss": 0.7639422014080992} {"data_time": 0.003688072999977976, "eta_seconds": 123.17062575999898, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.0582579185520362, "fast_rcnn/fg_cls_accuracy": 0.9417420814479638, "iteration": 439, "loss_box_reg": 0.3503978103399277, "loss_cls": 0.09748624637722969, "loss_mask": 0.2938845455646515, "loss_rpn_cls": 0.00013564604887505993, "loss_rpn_loc": 0.006820444017648697, "lr": 0.00015687892857142857, "mask_rcnn/accuracy": 0.86840083523757, "mask_rcnn/false_negative": 0.11195504236256104, "mask_rcnn/false_positive": 0.1250204446096675, "rank_data_time": 0.003688072999977976, "roi_head/num_bg_samples": 105.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5005245075000175, "total_loss": 0.7535344835923752} {"data_time": 0.003684220000025107, "eta_seconds": 113.97386760001154, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.10346320346320347, "fast_rcnn/fg_cls_accuracy": 0.8965367965367965, "iteration": 459, "loss_box_reg": 0.3246971368789673, "loss_cls": 0.09571615234017372, "loss_mask": 0.2676299959421158, "loss_rpn_cls": 0.00021701177320210263, "loss_rpn_loc": 0.005852839443832636, "lr": 0.00016401464285714285, "mask_rcnn/accuracy": 0.8869787045252884, "mask_rcnn/false_negative": 0.11520769865448083, "mask_rcnn/false_positive": 0.127203215780678, "rank_data_time": 0.003684220000025107, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4863989565000111, "total_loss": 0.6724160781222963} {"data_time": 0.0037882180000110566, "eta_seconds": 104.70270151000705, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.05756578947368421, "fast_rcnn/fg_cls_accuracy": 0.9424342105263157, "iteration": 479, "loss_box_reg": 0.3731607347726822, "loss_cls": 0.10260147228837013, "loss_mask": 0.3256969600915909, "loss_rpn_cls": 0.00030006437737029046, "loss_rpn_loc": 0.005391332553699613, "lr": 0.00017115035714285716, "mask_rcnn/accuracy": 0.8581260629251701, "mask_rcnn/false_negative": 0.10286581690593152, "mask_rcnn/false_positive": 0.10029741104675902, "rank_data_time": 0.0037882180000110566, "roi_head/num_bg_samples": 104.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4962646589999622, "total_loss": 0.8494233882483968} {"data_time": 0.0038194969999949535, "eta_seconds": 95.32407130000138, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.07059800664451826, "fast_rcnn/fg_cls_accuracy": 0.9294019933554818, "iteration": 499, "loss_box_reg": 0.3249471187591553, "loss_cls": 0.08851632103323936, "loss_mask": 0.2873338758945465, "loss_rpn_cls": 0.0003263180988142267, "loss_rpn_loc": 0.005283471895381808, "lr": 0.0001782860714285714, "mask_rcnn/accuracy": 0.8737056855549529, "mask_rcnn/false_negative": 0.11885231832823198, "mask_rcnn/false_positive": 0.10054352286594904, "rank_data_time": 0.0038194969999949535, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4969150524999577, "total_loss": 0.6902371313735784} {"data_time": 0.0033769895000546057, "eta_seconds": 85.81355415000075, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.09240717563621192, "fast_rcnn/fg_cls_accuracy": 0.9075928243637881, "iteration": 519, "loss_box_reg": 0.37188492715358734, "loss_cls": 0.08044593036174774, "loss_mask": 0.2814517766237259, "loss_rpn_cls": 0.0005648075020872056, "loss_rpn_loc": 0.0044168287422508, "lr": 0.00018542178571428572, "mask_rcnn/accuracy": 0.8768607737047787, "mask_rcnn/false_negative": 0.0998699322281866, "mask_rcnn/false_positive": 0.11169574031285265, "rank_data_time": 0.0033769895000546057, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.47998065949997226, "total_loss": 0.8142581623924343} {"data_time": 0.003383170500057986, "eta_seconds": 76.30084407999675, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.05664830841856806, "fast_rcnn/fg_cls_accuracy": 0.943351691581432, "iteration": 539, "loss_box_reg": 0.3342011719942093, "loss_cls": 0.08147219568490982, "loss_mask": 0.31506048142910004, "loss_rpn_cls": 0.00022814617113908753, "loss_rpn_loc": 0.004680580925196409, "lr": 0.0001925575, "mask_rcnn/accuracy": 0.8576790749194414, "mask_rcnn/false_negative": 0.11084276638334015, "mask_rcnn/false_positive": 0.12211138026775864, "rank_data_time": 0.003383170500057986, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48093888950000974, "total_loss": 0.747208454500651} {"data_time": 0.0036762240000030033, "eta_seconds": 66.76660808999941, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.08391608391608392, "fast_rcnn/fg_cls_accuracy": 0.916083916083916, "iteration": 559, "loss_box_reg": 0.2884674519300461, "loss_cls": 0.0706326812505722, "loss_mask": 0.25809313356876373, "loss_rpn_cls": 0.00013631372712552547, "loss_rpn_loc": 0.005281371995806694, "lr": 0.0001996932142857143, "mask_rcnn/accuracy": 0.888682745825603, "mask_rcnn/false_negative": 0.09518792946403888, "mask_rcnn/false_positive": 0.10738658684018453, "rank_data_time": 0.0036762240000030033, "roi_head/num_bg_samples": 107.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.491953844999955, "total_loss": 0.6339493408995622} {"data_time": 0.0036628690000384267, "eta_seconds": 57.29579165999894, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.058914131690412014, "fast_rcnn/fg_cls_accuracy": 0.941085868309588, "iteration": 579, "loss_box_reg": 0.35142144560813904, "loss_cls": 0.08906624838709831, "loss_mask": 0.2374507263302803, "loss_rpn_cls": 0.0002030169780482538, "loss_rpn_loc": 0.005244205938652158, "lr": 0.0002068289285714286, "mask_rcnn/accuracy": 0.8965840382599204, "mask_rcnn/false_negative": 0.07186109616854149, "mask_rcnn/false_positive": 0.09160155588391061, "rank_data_time": 0.0036628690000384267, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49349470800001427, "total_loss": 0.7075217165356662} {"data_time": 0.003664777999972557, "eta_seconds": 47.80481050000276, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.048185941043083894, "fast_rcnn/fg_cls_accuracy": 0.9518140589569161, "iteration": 599, "loss_box_reg": 0.30725517868995667, "loss_cls": 0.09182561188936234, "loss_mask": 0.24770621955394745, "loss_rpn_cls": 0.00014176922195474617, "loss_rpn_loc": 0.004651530645787716, "lr": 0.00021396464285714287, "mask_rcnn/accuracy": 0.8910556410064026, "mask_rcnn/false_negative": 0.08378256313371327, "mask_rcnn/false_positive": 0.10371456232804205, "rank_data_time": 0.003664777999972557, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49953046249999034, "total_loss": 0.6440121538557833} {"data_time": 0.00361824949993661, "eta_seconds": 38.281682159999946, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.059482758620689656, "fast_rcnn/fg_cls_accuracy": 0.9405172413793104, "iteration": 619, "loss_box_reg": 0.3297310173511505, "loss_cls": 0.09912236779928207, "loss_mask": 0.25108662247657776, "loss_rpn_cls": 8.121270730043761e-05, "loss_rpn_loc": 0.004491336876526475, "lr": 0.00022110035714285715, "mask_rcnn/accuracy": 0.8864632391418106, "mask_rcnn/false_negative": 0.10230202424114873, "mask_rcnn/false_positive": 0.12477092557218022, "rank_data_time": 0.00361824949993661, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48613989549994585, "total_loss": 0.6757925426413749} {"data_time": 0.0036922529999401377, "eta_seconds": 28.738217160002932, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.051082251082251076, "fast_rcnn/fg_cls_accuracy": 0.9489177489177489, "iteration": 639, "loss_box_reg": 0.33891724050045013, "loss_cls": 0.09471847489476204, "loss_mask": 0.2690028250217438, "loss_rpn_cls": 0.0002587537601357326, "loss_rpn_loc": 0.004438244272023439, "lr": 0.0002282360714285714, "mask_rcnn/accuracy": 0.8872632334183673, "mask_rcnn/false_negative": 0.10571751220777256, "mask_rcnn/false_positive": 0.10124524262249712, "rank_data_time": 0.0036922529999401377, "roi_head/num_bg_samples": 104.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49562239750002846, "total_loss": 0.7246485126888729} {"data_time": 0.003710331499974018, "eta_seconds": 19.165709180001613, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.04168475900998697, "fast_rcnn/fg_cls_accuracy": 0.9583152409900131, "iteration": 659, "loss_box_reg": 0.31625282764434814, "loss_cls": 0.07772206887602806, "loss_mask": 0.24833081662654877, "loss_rpn_cls": 0.00015712909225840122, "loss_rpn_loc": 0.0038385954685509205, "lr": 0.00023537178571428571, "mask_rcnn/accuracy": 0.8879622941648018, "mask_rcnn/false_negative": 0.07211997180163547, "mask_rcnn/false_positive": 0.14687152609775933, "rank_data_time": 0.003710331499974018, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4903991500000302, "total_loss": 0.6594907740927738} {"data_time": 0.003566527499970107, "eta_seconds": 9.58175849000213, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.030086580086580085, "fast_rcnn/fg_cls_accuracy": 0.9699134199134198, "iteration": 679, "loss_box_reg": 0.30581097304821014, "loss_cls": 0.07186229526996613, "loss_mask": 0.26212379336357117, "loss_rpn_cls": 6.148820284579415e-05, "loss_rpn_loc": 0.0038010923890396953, "lr": 0.0002425075, "mask_rcnn/accuracy": 0.8827107373561669, "mask_rcnn/false_negative": 0.12160123153616403, "mask_rcnn/false_positive": 0.10875331436493003, "rank_data_time": 0.003566527499970107, "roi_head/num_bg_samples": 103.25, "roi_head/num_fg_samples": 24.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.47625411949991303, "total_loss": 0.6576118771336041} {"data_time": 0.003568799500044406, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.07229965156794424, "fast_rcnn/fg_cls_accuracy": 0.9277003484320558, "iteration": 699, "loss_box_reg": 0.3312380164861679, "loss_cls": 0.0977616049349308, "loss_mask": 0.24324825406074524, "loss_rpn_cls": 0.0005699009343516082, "loss_rpn_loc": 0.005050259176641703, "lr": 0.0002496432142857143, "mask_rcnn/accuracy": 0.8891338893713514, "mask_rcnn/false_negative": 0.08454024678301118, "mask_rcnn/false_positive": 0.12176402260440661, "rank_data_time": 0.003568799500044406, "roi_head/num_bg_samples": 105.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.4924170245000141, "total_loss": 0.6783434862973081}