metrics.json

{"data_time": 0.002749703500001033, "eta_seconds": 2237.663952236634, "iteration": 19, "loss_fcos_cls": 1.3505491018295288, "loss_fcos_ctr": 0.7166087031364441, "loss_fcos_loc": 0.9794324040412903, "loss_mask": 0.6929523050785065, "loss_maskiou": 0.13239721953868866, "lr": 6.99335e-06, "mask_rcnn/accuracy": 0.4952168367346939, "mask_rcnn/false_negative": 0.5737643416153788, "mask_rcnn/false_positive": 0.4470266493593673, "roi_head/num_bg_samples": 84.0, "roi_head/num_fg_samples": 1.0, "time": 0.5351982665000321, "total_loss": 3.865598253905773}
{"data_time": 0.0027271915000142144, "eta_seconds": 2225.907268470036, "iteration": 39, "loss_fcos_cls": 1.154147446155548, "loss_fcos_ctr": 0.6426860988140106, "loss_fcos_loc": 0.9806256592273712, "loss_mask": 0.6929454207420349, "loss_maskiou": 0.058986665681004524, "lr": 1.3986349999999999e-05, "mask_rcnn/accuracy": 0.5038265306122449, "mask_rcnn/false_negative": 0.38217672324701596, "mask_rcnn/false_positive": 0.6314188514319268, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 1.0, "time": 0.534115503999999, "total_loss": 3.549995508044958}
{"data_time": 0.002671626499989088, "eta_seconds": 2177.1510077720372, "iteration": 59, "loss_fcos_cls": 0.9463880062103271, "loss_fcos_ctr": 0.635002613067627, "loss_fcos_loc": 0.9729889333248138, "loss_mask": 0.6922958791255951, "loss_maskiou": 0.03975909948348999, "lr": 2.0979349999999998e-05, "mask_rcnn/accuracy": 0.5200892857142857, "mask_rcnn/false_negative": 0.13465829149079464, "mask_rcnn/false_positive": 0.8400040072129833, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 1.0, "time": 0.5218958715000497, "total_loss": 3.279087772592902}
{"data_time": 0.0027422505000060937, "eta_seconds": 2167.0900111641295, "iteration": 79, "loss_fcos_cls": 0.6547931134700775, "loss_fcos_ctr": 0.6208849251270294, "loss_fcos_loc": 0.9589425921440125, "loss_mask": 0.6911497116088867, "loss_maskiou": 0.01042022043839097, "lr": 2.7972350000000003e-05, "mask_rcnn/accuracy": 0.5184948979591837, "mask_rcnn/false_negative": 0.005500729405172497, "mask_rcnn/false_positive": 0.9852127547249498, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 1.0, "time": 0.5295018090000099, "total_loss": 2.9483008915558457}
{"data_time": 0.002820315499974413, "eta_seconds": 2156.120812092037, "iteration": 99, "loss_fcos_cls": 0.5294689536094666, "loss_fcos_ctr": 0.6296669244766235, "loss_fcos_loc": 0.902102530002594, "loss_mask": 0.6888034343719482, "loss_maskiou": 0.0075268924701958895, "lr": 3.496535e-05, "mask_rcnn/accuracy": 0.5277423469387754, "mask_rcnn/false_negative": 0.0, "mask_rcnn/false_positive": 1.0, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 1.0, "time": 0.5247862764999809, "total_loss": 2.7511287523666397}
{"data_time": 0.0027261595000140915, "eta_seconds": 2145.6057142520367, "iteration": 119, "loss_fcos_cls": 0.48954473435878754, "loss_fcos_ctr": 0.6188164949417114, "loss_fcos_loc": 0.7011997103691101, "loss_mask": 0.6873176693916321, "loss_maskiou": 0.003860078053548932, "lr": 4.195835e-05, "mask_rcnn/accuracy": 0.5248485331632653, "mask_rcnn/false_negative": 0.0, "mask_rcnn/false_positive": 1.0, "roi_head/num_bg_samples": 96.5, "roi_head/num_fg_samples": 4.5, "time": 0.525509165499983, "total_loss": 2.536657085409388}
{"data_time": 0.0026534929999968426, "eta_seconds": 2136.615621406482, "iteration": 139, "loss_fcos_cls": 0.4544747918844223, "loss_fcos_ctr": 0.6248566806316376, "loss_fcos_loc": 0.5531203150749207, "loss_mask": 0.6877480745315552, "loss_maskiou": 0.006792759755626321, "lr": 4.8951350000000004e-05, "mask_rcnn/accuracy": 0.47270408163265304, "mask_rcnn/false_negative": 0.0, "mask_rcnn/false_positive": 1.0, "roi_head/num_bg_samples": 95.5, "roi_head/num_fg_samples": 5.5, "time": 0.5345720830000289, "total_loss": 2.3197119592223316}
{"data_time": 0.0028727119999985007, "eta_seconds": 2128.250606022015, "iteration": 159, "loss_fcos_cls": 0.41427846252918243, "loss_fcos_ctr": 0.6177208125591278, "loss_fcos_loc": 0.4503046125173569, "loss_mask": 0.6889536678791046, "loss_maskiou": 0.006956975441426039, "lr": 5.594435e-05, "mask_rcnn/accuracy": 0.4340210459183673, "mask_rcnn/false_negative": 0.0004937458854509546, "mask_rcnn/false_positive": 1.0, "roi_head/num_bg_samples": 93.75, "roi_head/num_fg_samples": 7.25, "time": 0.5388013645000171, "total_loss": 2.19927962962538}
{"data_time": 0.0027875209999876915, "eta_seconds": 2123.124428249473, "iteration": 179, "loss_fcos_cls": 0.4115380197763443, "loss_fcos_ctr": 0.6209011375904083, "loss_fcos_loc": 0.4497442692518234, "loss_mask": 0.682963639497757, "loss_maskiou": 0.006412193411961198, "lr": 6.293735e-05, "mask_rcnn/accuracy": 0.49388818027210885, "mask_rcnn/false_negative": 0.010758539714855714, "mask_rcnn/false_positive": 0.9957151708185459, "roi_head/num_bg_samples": 93.25, "roi_head/num_fg_samples": 7.75, "time": 0.5349892750000151, "total_loss": 2.1679323457647115}
{"data_time": 0.0029359565000106613, "eta_seconds": 2112.5642470594735, "iteration": 199, "loss_fcos_cls": 0.4128636419773102, "loss_fcos_ctr": 0.6186206042766571, "loss_fcos_loc": 0.4402548223733902, "loss_mask": 0.6874406039714813, "loss_maskiou": 0.006713025271892548, "lr": 6.993035e-05, "mask_rcnn/accuracy": 0.46737325882734043, "mask_rcnn/false_negative": 0.017446541094145424, "mask_rcnn/false_positive": 0.9881154569180044, "roi_head/num_bg_samples": 92.5, "roi_head/num_fg_samples": 8.5, "time": 0.5278389135000339, "total_loss": 2.191173958592117}
{"data_time": 0.0027904394999609394, "eta_seconds": 2102.5138189860104, "iteration": 219, "loss_fcos_cls": 0.3769167810678482, "loss_fcos_ctr": 0.620967835187912, "loss_fcos_loc": 0.4131198078393936, "loss_mask": 0.6842232346534729, "loss_maskiou": 0.0054280206095427275, "lr": 7.692335e-05, "mask_rcnn/accuracy": 0.4733498086734694, "mask_rcnn/false_negative": 0.007822299081845535, "mask_rcnn/false_positive": 0.9800988434980291, "roi_head/num_bg_samples": 91.0, "roi_head/num_fg_samples": 8.5, "time": 0.5331283259999964, "total_loss": 2.106400411343202}
{"data_time": 0.0027968390000125964, "eta_seconds": 2091.95107686601, "iteration": 239, "loss_fcos_cls": 0.3527276962995529, "loss_fcos_ctr": 0.6088884174823761, "loss_fcos_loc": 0.36970843374729156, "loss_mask": 0.6810027956962585, "loss_maskiou": 0.006525553297251463, "lr": 8.391635e-05, "mask_rcnn/accuracy": 0.48317719945120907, "mask_rcnn/false_negative": 0.028035846042523974, "mask_rcnn/false_positive": 0.9683764137222814, "roi_head/num_bg_samples": 90.75, "roi_head/num_fg_samples": 8.75, "time": 0.52896870699999, "total_loss": 2.0218609613366425}
{"data_time": 0.0027275354999858337, "eta_seconds": 2080.8837034894736, "iteration": 259, "loss_fcos_cls": 0.3342059999704361, "loss_fcos_ctr": 0.615835964679718, "loss_fcos_loc": 0.3953755348920822, "loss_mask": 0.6757482886314392, "loss_maskiou": 0.007980501977726817, "lr": 9.090935e-05, "mask_rcnn/accuracy": 0.5061649659863945, "mask_rcnn/false_negative": 0.012388094996790649, "mask_rcnn/false_positive": 0.9717910798393277, "roi_head/num_bg_samples": 88.0, "roi_head/num_fg_samples": 8.0, "time": 0.5236146565000297, "total_loss": 2.0529165668413043}
{"data_time": 0.0028351235000059205, "eta_seconds": 2069.126311606585, "iteration": 279, "loss_fcos_cls": 0.3573601096868515, "loss_fcos_ctr": 0.6062178313732147, "loss_fcos_loc": 0.3670743256807327, "loss_mask": 0.6741208434104919, "loss_maskiou": 0.007232641568407416, "lr": 9.790235000000002e-05, "mask_rcnn/accuracy": 0.47797992823503027, "mask_rcnn/false_negative": 0.030932613838979564, "mask_rcnn/false_positive": 0.9475297699813968, "roi_head/num_bg_samples": 89.5, "roi_head/num_fg_samples": 8.0, "time": 0.522198686500019, "total_loss": 2.0099872248247266}
{"data_time": 0.0027884720000201924, "eta_seconds": 2058.5722370765848, "iteration": 299, "loss_fcos_cls": 0.32379743456840515, "loss_fcos_ctr": 0.6154149174690247, "loss_fcos_loc": 0.3725423812866211, "loss_mask": 0.6808528006076813, "loss_maskiou": 0.005464642774313688, "lr": 0.00010489535, "mask_rcnn/accuracy": 0.4803765256102441, "mask_rcnn/false_negative": 0.03213906441341066, "mask_rcnn/false_positive": 0.9406933922610408, "roi_head/num_bg_samples": 82.0, "roi_head/num_fg_samples": 8.75, "time": 0.525820200499993, "total_loss": 2.018875560257584}
{"data_time": 0.0028519024999980047, "eta_seconds": 2046.8595986645514, "iteration": 319, "loss_fcos_cls": 0.32076412439346313, "loss_fcos_ctr": 0.6109278500080109, "loss_fcos_loc": 0.33777016401290894, "loss_mask": 0.6720220446586609, "loss_maskiou": 0.006349887466058135, "lr": 0.00011188835, "mask_rcnn/accuracy": 0.5052353896103896, "mask_rcnn/false_negative": 0.03708949070767322, "mask_rcnn/false_positive": 0.9208076771739485, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 8.25, "time": 0.519439935500003, "total_loss": 1.9691005337517709}
{"data_time": 0.0027719585000340885, "eta_seconds": 2038.04198512202, "iteration": 339, "loss_fcos_cls": 0.35866062343120575, "loss_fcos_ctr": 0.6193177103996277, "loss_fcos_loc": 0.38561078906059265, "loss_mask": 0.6669095158576965, "loss_maskiou": 0.011390457395464182, "lr": 0.00011888135000000001, "mask_rcnn/accuracy": 0.532873758055854, "mask_rcnn/false_negative": 0.04436938960983515, "mask_rcnn/false_positive": 0.8844907302720064, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 8.5, "time": 0.5392607925000164, "total_loss": 2.082647425122559}
{"data_time": 0.0028649959999711427, "eta_seconds": 2027.4849170820198, "iteration": 359, "loss_fcos_cls": 0.3994295746088028, "loss_fcos_ctr": 0.6070875227451324, "loss_fcos_loc": 0.35644660890102386, "loss_mask": 0.6752443313598633, "loss_maskiou": 0.012174112722277641, "lr": 0.00012587435, "mask_rcnn/accuracy": 0.490391156462585, "mask_rcnn/false_negative": 0.04855989525092448, "mask_rcnn/false_positive": 0.8681653219145058, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 7.75, "time": 0.5288026815000251, "total_loss": 2.0725677823647857}
{"data_time": 0.0027474955000457157, "eta_seconds": 2016.584671658585, "iteration": 379, "loss_fcos_cls": 0.3492431640625, "loss_fcos_ctr": 0.6197032928466797, "loss_fcos_loc": 0.36423246562480927, "loss_mask": 0.6677398681640625, "loss_maskiou": 0.013982096686959267, "lr": 0.00013286734999999998, "mask_rcnn/accuracy": 0.5220579350161116, "mask_rcnn/false_negative": 0.04948158489428928, "mask_rcnn/false_positive": 0.8610419512189325, "roi_head/num_bg_samples": 80.25, "roi_head/num_fg_samples": 9.5, "time": 0.5254561785000078, "total_loss": 2.0080917458981276}
{"data_time": 0.002796012000032988, "eta_seconds": 2005.2385828333622, "iteration": 399, "loss_fcos_cls": 0.3289310783147812, "loss_fcos_ctr": 0.6178401708602905, "loss_fcos_loc": 0.33151617646217346, "loss_mask": 0.6705921590328217, "loss_maskiou": 0.013712716288864613, "lr": 0.00013986035000000002, "mask_rcnn/accuracy": 0.5264995421245421, "mask_rcnn/false_negative": 0.0544025484665891, "mask_rcnn/false_positive": 0.8571181658688807, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 8.25, "time": 0.5188373469999874, "total_loss": 1.9938484597951174}
{"data_time": 0.002751301499984038, "eta_seconds": 1994.1103686808467, "iteration": 419, "loss_fcos_cls": 0.3026798218488693, "loss_fcos_ctr": 0.6151918172836304, "loss_fcos_loc": 0.3255719691514969, "loss_mask": 0.6619478762149811, "loss_maskiou": 0.010590667836368084, "lr": 0.00014685335, "mask_rcnn/accuracy": 0.5377324449516648, "mask_rcnn/false_negative": 0.048240909800902315, "mask_rcnn/false_positive": 0.8571978477051267, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 8.75, "time": 0.5228343380000524, "total_loss": 1.937019208795391}
{"data_time": 0.0027037444999677973, "eta_seconds": 1982.8191897150125, "iteration": 439, "loss_fcos_cls": 0.3117360472679138, "loss_fcos_ctr": 0.6146005094051361, "loss_fcos_loc": 0.34682899713516235, "loss_mask": 0.6627410054206848, "loss_maskiou": 0.011907848063856363, "lr": 0.00015384635, "mask_rcnn/accuracy": 0.5205121450754215, "mask_rcnn/false_negative": 0.058825373183817045, "mask_rcnn/false_positive": 0.8461669857220484, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 8.5, "time": 0.5216711219999297, "total_loss": 1.9528719210065901}
{"data_time": 0.002597926000021289, "eta_seconds": 1973.8363149450304, "iteration": 459, "loss_fcos_cls": 0.35140638053417206, "loss_fcos_ctr": 0.611782968044281, "loss_fcos_loc": 0.334078311920166, "loss_mask": 0.6641253232955933, "loss_maskiou": 0.009359271265566349, "lr": 0.00016083935, "mask_rcnn/accuracy": 0.5468294460641399, "mask_rcnn/false_negative": 0.06099075694475434, "mask_rcnn/false_positive": 0.8247837523815631, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 8.5, "time": 0.5371546939999803, "total_loss": 1.9667800527531654}
{"data_time": 0.0027698994999809656, "eta_seconds": 1962.003791532658, "iteration": 479, "loss_fcos_cls": 0.32641729712486267, "loss_fcos_ctr": 0.6136628687381744, "loss_fcos_loc": 0.35696394741535187, "loss_mask": 0.6603408455848694, "loss_maskiou": 0.005917447619140148, "lr": 0.00016783234999999999, "mask_rcnn/accuracy": 0.5590137840850625, "mask_rcnn/false_negative": 0.06901550179432386, "mask_rcnn/false_positive": 0.8209014171010042, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 7.75, "time": 0.5084786294999617, "total_loss": 1.9358953810296953}
{"data_time": 0.002791831499962427, "eta_seconds": 1950.290625552028, "iteration": 499, "loss_fcos_cls": 0.3434624969959259, "loss_fcos_ctr": 0.6200985610485077, "loss_fcos_loc": 0.34038999676704407, "loss_mask": 0.6553617715835571, "loss_maskiou": 0.006172201130539179, "lr": 0.00017482535, "mask_rcnn/accuracy": 0.5577711908627087, "mask_rcnn/false_negative": 0.06142986273676797, "mask_rcnn/false_positive": 0.8055269252095633, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 8.25, "time": 0.5244292450000216, "total_loss": 1.9681599834002554}
{"data_time": 0.002710879999995086, "eta_seconds": 1940.6427645150122, "iteration": 519, "loss_fcos_cls": 0.3053799122571945, "loss_fcos_ctr": 0.6081227958202362, "loss_fcos_loc": 0.2892730385065079, "loss_mask": 0.6550610959529877, "loss_maskiou": 0.004793886793777347, "lr": 0.00018181835, "mask_rcnn/accuracy": 0.5450036922663802, "mask_rcnn/false_negative": 0.05612402005777638, "mask_rcnn/false_positive": 0.8141123793981808, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 9.25, "time": 0.5384459750000019, "total_loss": 1.8746348096756265}
{"data_time": 0.0027166514999521496, "eta_seconds": 1929.8243376545956, "iteration": 539, "loss_fcos_cls": 0.2712676674127579, "loss_fcos_ctr": 0.6030323505401611, "loss_fcos_loc": 0.289853110909462, "loss_mask": 0.6525344550609589, "loss_maskiou": 0.005428653443232179, "lr": 0.00018881135000000003, "mask_rcnn/accuracy": 0.5603236607142856, "mask_rcnn/false_negative": 0.06406238048571349, "mask_rcnn/false_positive": 0.7929293203364011, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 8.75, "time": 0.5217528614999765, "total_loss": 1.8576472661225125}
{"data_time": 0.00274265450002531, "eta_seconds": 1917.6499429946005, "iteration": 559, "loss_fcos_cls": 0.29885828495025635, "loss_fcos_ctr": 0.6131542026996613, "loss_fcos_loc": 0.3391333371400833, "loss_mask": 0.6434158086776733, "loss_maskiou": 0.005223741987720132, "lr": 0.00019580435000000004, "mask_rcnn/accuracy": 0.5727572278911565, "mask_rcnn/false_negative": 0.0649522050255111, "mask_rcnn/false_positive": 0.76646762912764, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 7.0, "time": 0.5129835679999815, "total_loss": 1.8757651135092601}
{"data_time": 0.002728323499979979, "eta_seconds": 1907.0515823820133, "iteration": 579, "loss_fcos_cls": 0.34532248973846436, "loss_fcos_ctr": 0.6155177652835846, "loss_fcos_loc": 0.36554841697216034, "loss_mask": 0.6347083151340485, "loss_maskiou": 0.009996524080634117, "lr": 0.00020279735, "mask_rcnn/accuracy": 0.5907629077271934, "mask_rcnn/false_negative": 0.07057389000868489, "mask_rcnn/false_positive": 0.755331757998434, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 8.25, "time": 0.5254395675000296, "total_loss": 2.0112905914429575}
{"data_time": 0.0026224270000057004, "eta_seconds": 1895.6314214564195, "iteration": 599, "loss_fcos_cls": 0.31902606785297394, "loss_fcos_ctr": 0.6059027016162872, "loss_fcos_loc": 0.32741089165210724, "loss_mask": 0.6484844386577606, "loss_maskiou": 0.006742120487615466, "lr": 0.00020979035, "mask_rcnn/accuracy": 0.5580942521936311, "mask_rcnn/false_negative": 0.06351125806051766, "mask_rcnn/false_positive": 0.7843996843053678, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 9.0, "time": 0.4961402985000518, "total_loss": 1.9053679099306464}
{"data_time": 0.0027566034999608746, "eta_seconds": 1886.9229155739592, "iteration": 619, "loss_fcos_cls": 0.2325509637594223, "loss_fcos_ctr": 0.6154213547706604, "loss_fcos_loc": 0.302486777305603, "loss_mask": 0.6463273763656616, "loss_maskiou": 0.010149235837161541, "lr": 0.00021678334999999997, "mask_rcnn/accuracy": 0.584847006984612, "mask_rcnn/false_negative": 0.08690703325964776, "mask_rcnn/false_positive": 0.7691105568390154, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 9.0, "time": 0.5405128335000882, "total_loss": 1.8421560898423195}
{"data_time": 0.002811961500015059, "eta_seconds": 1875.7404851325264, "iteration": 639, "loss_fcos_cls": 0.264286532998085, "loss_fcos_ctr": 0.6147064864635468, "loss_fcos_loc": 0.31734447181224823, "loss_mask": 0.6373832821846008, "loss_maskiou": 0.007940929615870118, "lr": 0.00022377634999999998, "mask_rcnn/accuracy": 0.5902668759811617, "mask_rcnn/false_negative": 0.07259640653695995, "mask_rcnn/false_positive": 0.7432716533847962, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 7.5, "time": 0.5238255434999814, "total_loss": 1.8696616888046265}
{"data_time": 0.0027575049999768453, "eta_seconds": 1864.9817215445978, "iteration": 659, "loss_fcos_cls": 0.25106433033943176, "loss_fcos_ctr": 0.6134221255779266, "loss_fcos_loc": 0.3095049113035202, "loss_mask": 0.6323967576026917, "loss_maskiou": 0.00796824088320136, "lr": 0.00023076935, "mask_rcnn/accuracy": 0.5876269915861081, "mask_rcnn/false_negative": 0.07211830186025286, "mask_rcnn/false_positive": 0.7628225142867829, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 9.0, "time": 0.5204512690000342, "total_loss": 1.8434159001335502}
{"data_time": 0.002771690999963994, "eta_seconds": 1852.927301018409, "iteration": 679, "loss_fcos_cls": 0.2788108289241791, "loss_fcos_ctr": 0.6119707226753235, "loss_fcos_loc": 0.3268955200910568, "loss_mask": 0.6382291913032532, "loss_maskiou": 0.008220558986067772, "lr": 0.00023776235000000002, "mask_rcnn/accuracy": 0.5770833333333334, "mask_rcnn/false_negative": 0.06636554605318921, "mask_rcnn/false_positive": 0.7284159707607827, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 8.0, "time": 0.48519539950001445, "total_loss": 1.844997682608664}
{"data_time": 0.0027358955000522656, "eta_seconds": 1841.05365908411, "iteration": 699, "loss_fcos_cls": 0.2741270065307617, "loss_fcos_ctr": 0.6039943099021912, "loss_fcos_loc": 0.2741878479719162, "loss_mask": 0.6305318772792816, "loss_maskiou": 0.006922749103978276, "lr": 0.00024475535, "mask_rcnn/accuracy": 0.594438104189044, "mask_rcnn/false_negative": 0.09007986203276414, "mask_rcnn/false_positive": 0.7124772906461525, "roi_head/num_bg_samples": 39.25, "roi_head/num_fg_samples": 8.0, "time": 0.5126347234999571, "total_loss": 1.8298225575126708}
{"data_time": 0.0027542165000227214, "eta_seconds": 1829.7387993864177, "iteration": 719, "loss_fcos_cls": 0.35265466570854187, "loss_fcos_ctr": 0.6073606014251709, "loss_fcos_loc": 0.3081875890493393, "loss_mask": 0.6232593655586243, "loss_maskiou": 0.008095470489934087, "lr": 0.00025174835, "mask_rcnn/accuracy": 0.6352040816326531, "mask_rcnn/false_negative": 0.091373809062467, "mask_rcnn/false_positive": 0.6768262298446004, "roi_head/num_bg_samples": 25.5, "roi_head/num_fg_samples": 6.0, "time": 0.5185512445000313, "total_loss": 1.9312573520001024}
{"data_time": 0.0027548470000056113, "eta_seconds": 1818.3523748335383, "iteration": 739, "loss_fcos_cls": 0.2878645360469818, "loss_fcos_ctr": 0.6180241703987122, "loss_fcos_loc": 0.30016037821769714, "loss_mask": 0.6278747618198395, "loss_maskiou": 0.005019055912271142, "lr": 0.00025874134999999995, "mask_rcnn/accuracy": 0.6263905938315175, "mask_rcnn/false_negative": 0.10887040746398441, "mask_rcnn/false_positive": 0.6415260707245818, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 7.5, "time": 0.517884067500006, "total_loss": 1.857082885922864}
{"data_time": 0.0028458494999767936, "eta_seconds": 1807.7253223095624, "iteration": 759, "loss_fcos_cls": 0.2873522788286209, "loss_fcos_ctr": 0.6051649153232574, "loss_fcos_loc": 0.30049772560596466, "loss_mask": 0.600217342376709, "loss_maskiou": 0.008501230273395777, "lr": 0.00026573435, "mask_rcnn/accuracy": 0.6762250212585034, "mask_rcnn/false_negative": 0.1017099253342389, "mask_rcnn/false_positive": 0.5488971271551766, "roi_head/num_bg_samples": 38.0, "roi_head/num_fg_samples": 8.75, "time": 0.5238231115000076, "total_loss": 1.8063517636619508}
{"data_time": 0.0029172260000223105, "eta_seconds": 1798.6074855320308, "iteration": 779, "loss_fcos_cls": 0.26664386689662933, "loss_fcos_ctr": 0.6033468246459961, "loss_fcos_loc": 0.3195272237062454, "loss_mask": 0.6257716417312622, "loss_maskiou": 0.01691167987883091, "lr": 0.00027272735, "mask_rcnn/accuracy": 0.6442750091107872, "mask_rcnn/false_negative": 0.09970458975642907, "mask_rcnn/false_positive": 0.6046911558999698, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 7.25, "time": 0.5386659620000387, "total_loss": 1.7921761721372604}
{"data_time": 0.00273996999993642, "eta_seconds": 1788.0923876920306, "iteration": 799, "loss_fcos_cls": 0.25002847611904144, "loss_fcos_ctr": 0.6085987687110901, "loss_fcos_loc": 0.28511713445186615, "loss_mask": 0.61766317486763, "loss_maskiou": 0.012976305559277534, "lr": 0.00027972035, "mask_rcnn/accuracy": 0.657941437444543, "mask_rcnn/false_negative": 0.11332825578933063, "mask_rcnn/false_positive": 0.5608328601544195, "roi_head/num_bg_samples": 37.75, "roi_head/num_fg_samples": 9.0, "time": 0.526886288500009, "total_loss": 1.773536125663668}
{"data_time": 0.002744208000024173, "eta_seconds": 1777.17520273642, "iteration": 819, "loss_fcos_cls": 0.21728309243917465, "loss_fcos_ctr": 0.6040388643741608, "loss_fcos_loc": 0.2801910787820816, "loss_mask": 0.5947016179561615, "loss_maskiou": 0.014244772959500551, "lr": 0.00028671335, "mask_rcnn/accuracy": 0.7003063502186588, "mask_rcnn/false_negative": 0.12198901455826866, "mask_rcnn/false_positive": 0.4773894026893864, "roi_head/num_bg_samples": 30.75, "roi_head/num_fg_samples": 8.0, "time": 0.5230806950000328, "total_loss": 1.7490404061973095}
{"data_time": 0.0026812830000153554, "eta_seconds": 1767.4325473241056, "iteration": 839, "loss_fcos_cls": 0.25993210077285767, "loss_fcos_ctr": 0.6170044243335724, "loss_fcos_loc": 0.2841923385858536, "loss_mask": 0.5801680386066437, "loss_maskiou": 0.008210185216739774, "lr": 0.00029370635, "mask_rcnn/accuracy": 0.7039824263038549, "mask_rcnn/false_negative": 0.13007083825265642, "mask_rcnn/false_positive": 0.47751854366632696, "roi_head/num_bg_samples": 24.25, "roi_head/num_fg_samples": 7.25, "time": 0.5287085680000132, "total_loss": 1.7643181821331382}
{"data_time": 0.002787196499980382, "eta_seconds": 1756.54709417203, "iteration": 859, "loss_fcos_cls": 0.31154124438762665, "loss_fcos_ctr": 0.606369823217392, "loss_fcos_loc": 0.30252911150455475, "loss_mask": 0.580720454454422, "loss_maskiou": 0.013859858270734549, "lr": 0.00030069935, "mask_rcnn/accuracy": 0.7227272090154744, "mask_rcnn/false_negative": 0.14251109291194813, "mask_rcnn/false_positive": 0.38817433807820284, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 8.25, "time": 0.5209035595000273, "total_loss": 1.824121073819697}
{"data_time": 0.002825058000041736, "eta_seconds": 1746.8102793240523, "iteration": 879, "loss_fcos_cls": 0.2751823961734772, "loss_fcos_ctr": 0.6027791500091553, "loss_fcos_loc": 0.28590646386146545, "loss_mask": 0.5524970591068268, "loss_maskiou": 0.016546331346035004, "lr": 0.00030769235, "mask_rcnn/accuracy": 0.7421157525510205, "mask_rcnn/false_negative": 0.16708766741329428, "mask_rcnn/false_positive": 0.35827616343295443, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 8.5, "time": 0.5318904299999758, "total_loss": 1.7673973636701703}
{"data_time": 0.0027983264999988933, "eta_seconds": 1737.706004506426, "iteration": 899, "loss_fcos_cls": 0.2408418357372284, "loss_fcos_ctr": 0.607711911201477, "loss_fcos_loc": 0.29269540309906006, "loss_mask": 0.555104672908783, "loss_maskiou": 0.009972622618079185, "lr": 0.00031468535, "mask_rcnn/accuracy": 0.7408942743764173, "mask_rcnn/false_negative": 0.1911443657827374, "mask_rcnn/false_positive": 0.3054550701815307, "roi_head/num_bg_samples": 36.75, "roi_head/num_fg_samples": 7.75, "time": 0.5383549994999726, "total_loss": 1.6889329529367387}
{"data_time": 0.0027120510000600007, "eta_seconds": 1727.768748336471, "iteration": 919, "loss_fcos_cls": 0.22531872242689133, "loss_fcos_ctr": 0.6015502512454987, "loss_fcos_loc": 0.2563181072473526, "loss_mask": 0.5450709462165833, "loss_maskiou": 0.012940649874508381, "lr": 0.00032167835, "mask_rcnn/accuracy": 0.753127576788291, "mask_rcnn/false_negative": 0.16604873405857076, "mask_rcnn/false_positive": 0.35181125466419816, "roi_head/num_bg_samples": 32.25, "roi_head/num_fg_samples": 8.0, "time": 0.5297656964999646, "total_loss": 1.679547126404941}
{"data_time": 0.0027955909999946016, "eta_seconds": 1717.716855382524, "iteration": 939, "loss_fcos_cls": 0.25730251520872116, "loss_fcos_ctr": 0.6107832193374634, "loss_fcos_loc": 0.28183336555957794, "loss_mask": 0.5113659501075745, "loss_maskiou": 0.017513657920062542, "lr": 0.00032867134999999995, "mask_rcnn/accuracy": 0.7576839826839827, "mask_rcnn/false_negative": 0.16696541898704936, "mask_rcnn/false_positive": 0.30564292950173677, "roi_head/num_bg_samples": 27.25, "roi_head/num_fg_samples": 7.75, "time": 0.5344595735000439, "total_loss": 1.677045397926122}
{"data_time": 0.0027854379999894263, "eta_seconds": 1708.2771827240665, "iteration": 959, "loss_fcos_cls": 0.24523605406284332, "loss_fcos_ctr": 0.6070064306259155, "loss_fcos_loc": 0.28365641832351685, "loss_mask": 0.518555760383606, "loss_maskiou": 0.012157663702964783, "lr": 0.00033566434999999996, "mask_rcnn/accuracy": 0.7635693786443148, "mask_rcnn/false_negative": 0.15300970645048886, "mask_rcnn/false_positive": 0.3004755567673305, "roi_head/num_bg_samples": 25.5, "roi_head/num_fg_samples": 7.0, "time": 0.5342785015000118, "total_loss": 1.7194264926947653}
{"data_time": 0.0027836589999878925, "eta_seconds": 1697.8869684745841, "iteration": 979, "loss_fcos_cls": 0.2725241482257843, "loss_fcos_ctr": 0.6032462418079376, "loss_fcos_loc": 0.30677473545074463, "loss_mask": 0.497178852558136, "loss_maskiou": 0.006504180375486612, "lr": 0.00034265735, "mask_rcnn/accuracy": 0.7999731471535982, "mask_rcnn/false_negative": 0.17658674148382925, "mask_rcnn/false_positive": 0.22783999591992854, "roi_head/num_bg_samples": 34.25, "roi_head/num_fg_samples": 7.5, "time": 0.5290806625000073, "total_loss": 1.675574388122186}
{"data_time": 0.002705180000020846, "eta_seconds": 1687.4989018635767, "iteration": 999, "loss_fcos_cls": 0.3472612053155899, "loss_fcos_ctr": 0.6091385185718536, "loss_fcos_loc": 0.26924264430999756, "loss_mask": 0.49318529665470123, "loss_maskiou": 0.011358290910720825, "lr": 0.00034965035, "mask_rcnn/accuracy": 0.7826075072886298, "mask_rcnn/false_negative": 0.18080422802183338, "mask_rcnn/false_positive": 0.21956813114534668, "roi_head/num_bg_samples": 30.5, "roi_head/num_fg_samples": 7.0, "time": 0.5307190290000108, "total_loss": 1.6966402870602906}
{"data_time": 0.002792424500000834, "eta_seconds": 1676.7709912341088, "iteration": 1019, "loss_fcos_cls": 0.27831166982650757, "loss_fcos_ctr": 0.6021590530872345, "loss_fcos_loc": 0.2821168601512909, "loss_mask": 0.48026619851589203, "loss_maskiou": 0.01746311504393816, "lr": 0.00035, "mask_rcnn/accuracy": 0.7896410349854227, "mask_rcnn/false_negative": 0.18441634028994675, "mask_rcnn/false_positive": 0.2293746753150372, "roi_head/num_bg_samples": 36.25, "roi_head/num_fg_samples": 8.0, "time": 0.5317524960000242, "total_loss": 1.621875477489084}
{"data_time": 0.0026917000000139524, "eta_seconds": 1664.576962356472, "iteration": 1039, "loss_fcos_cls": 0.31911036372184753, "loss_fcos_ctr": 0.6033043265342712, "loss_fcos_loc": 0.2724546939134598, "loss_mask": 0.46288879215717316, "loss_maskiou": 0.010543134063482285, "lr": 0.00035, "mask_rcnn/accuracy": 0.7963108320251178, "mask_rcnn/false_negative": 0.18815301432771284, "mask_rcnn/false_positive": 0.15485829029228626, "roi_head/num_bg_samples": 24.75, "roi_head/num_fg_samples": 7.0, "time": 0.5129834834999656, "total_loss": 1.6825664257630706}
{"data_time": 0.002719016500066118, "eta_seconds": 1656.320891242683, "iteration": 1059, "loss_fcos_cls": 0.2717910408973694, "loss_fcos_ctr": 0.6033419668674469, "loss_fcos_loc": 0.24833105504512787, "loss_mask": 0.47844427824020386, "loss_maskiou": 0.007723537972196937, "lr": 0.00035, "mask_rcnn/accuracy": 0.7761221676170469, "mask_rcnn/false_negative": 0.186549897227342, "mask_rcnn/false_positive": 0.22915000766930654, "roi_head/num_bg_samples": 34.75, "roi_head/num_fg_samples": 8.5, "time": 0.5365010594999262, "total_loss": 1.633260566741228}
{"data_time": 0.002863145999981498, "eta_seconds": 1644.5368387339645, "iteration": 1079, "loss_fcos_cls": 0.2623399794101715, "loss_fcos_ctr": 0.6052782833576202, "loss_fcos_loc": 0.28841471672058105, "loss_mask": 0.47554126381874084, "loss_maskiou": 0.012970483396202326, "lr": 0.00035, "mask_rcnn/accuracy": 0.7814900960384153, "mask_rcnn/false_negative": 0.16446293540425694, "mask_rcnn/false_positive": 0.22984102557056296, "roi_head/num_bg_samples": 26.25, "roi_head/num_fg_samples": 7.0, "time": 0.5157656480000128, "total_loss": 1.6487731896340847}
{"data_time": 0.0026007645000163393, "eta_seconds": 1633.4375861825229, "iteration": 1099, "loss_fcos_cls": 0.244869202375412, "loss_fcos_ctr": 0.6000287234783173, "loss_fcos_loc": 0.25181613862514496, "loss_mask": 0.4531538635492325, "loss_maskiou": 0.01593742612749338, "lr": 0.00035, "mask_rcnn/accuracy": 0.7865703492935636, "mask_rcnn/false_negative": 0.1811732145757442, "mask_rcnn/false_positive": 0.21215968045281064, "roi_head/num_bg_samples": 33.0, "roi_head/num_fg_samples": 9.25, "time": 0.5233601075000252, "total_loss": 1.535220275633037}
{"data_time": 0.0027016219999609348, "eta_seconds": 1624.2076674330988, "iteration": 1119, "loss_fcos_cls": 0.2376309558749199, "loss_fcos_ctr": 0.6117662489414215, "loss_fcos_loc": 0.25293003767728806, "loss_mask": 0.5309296250343323, "loss_maskiou": 0.00897914543747902, "lr": 0.00035, "mask_rcnn/accuracy": 0.7588782223415682, "mask_rcnn/false_negative": 0.2000015450012177, "mask_rcnn/false_positive": 0.29025489219157463, "roi_head/num_bg_samples": 26.0, "roi_head/num_fg_samples": 7.5, "time": 0.5352043084999991, "total_loss": 1.6053456829395145}
{"data_time": 0.002563383500046257, "eta_seconds": 1613.4021772040628, "iteration": 1139, "loss_fcos_cls": 0.21769843250513077, "loss_fcos_ctr": 0.5985007286071777, "loss_fcos_loc": 0.2764298766851425, "loss_mask": 0.4093264490365982, "loss_maskiou": 0.008254585321992636, "lr": 0.00035, "mask_rcnn/accuracy": 0.820494824724148, "mask_rcnn/false_negative": 0.16864266003422318, "mask_rcnn/false_positive": 0.20127548153804042, "roi_head/num_bg_samples": 21.25, "roi_head/num_fg_samples": 7.0, "time": 0.520526102999952, "total_loss": 1.498695442918688}
{"data_time": 0.0026498169999626953, "eta_seconds": 1598.549118489443, "iteration": 1159, "loss_fcos_cls": 0.24933776259422302, "loss_fcos_ctr": 0.6068489849567413, "loss_fcos_loc": 0.2973904311656952, "loss_mask": 0.47986099123954773, "loss_maskiou": 0.011157733388245106, "lr": 0.00035, "mask_rcnn/accuracy": 0.7896839024071167, "mask_rcnn/false_negative": 0.19192482948095085, "mask_rcnn/false_positive": 0.184107102945248, "roi_head/num_bg_samples": 24.25, "roi_head/num_fg_samples": 6.75, "time": 0.5197308965000502, "total_loss": 1.6220035264268517}
{"data_time": 0.0027515509999602727, "eta_seconds": 1586.9845662719038, "iteration": 1179, "loss_fcos_cls": 0.22133641690015793, "loss_fcos_ctr": 0.6140657067298889, "loss_fcos_loc": 0.2763221263885498, "loss_mask": 0.4333464652299881, "loss_maskiou": 0.011278329882770777, "lr": 0.00035, "mask_rcnn/accuracy": 0.8260781098153547, "mask_rcnn/false_negative": 0.18117564644959325, "mask_rcnn/false_positive": 0.0914248135911846, "roi_head/num_bg_samples": 22.75, "roi_head/num_fg_samples": 7.5, "time": 0.5346605834999991, "total_loss": 1.5182647011242807}
{"data_time": 0.0026222545000109676, "eta_seconds": 1576.2346809814212, "iteration": 1199, "loss_fcos_cls": 0.2172774076461792, "loss_fcos_ctr": 0.6073490977287292, "loss_fcos_loc": 0.24686113744974136, "loss_mask": 0.44747382402420044, "loss_maskiou": 0.00762480404227972, "lr": 0.00035, "mask_rcnn/accuracy": 0.8176154390327559, "mask_rcnn/false_negative": 0.21082878866419874, "mask_rcnn/false_positive": 0.1401032993740325, "roi_head/num_bg_samples": 22.75, "roi_head/num_fg_samples": 7.0, "time": 0.5179133579999871, "total_loss": 1.5734231846872717}
{"data_time": 0.0027203539999618442, "eta_seconds": 1565.7299513514217, "iteration": 1219, "loss_fcos_cls": 0.23057256639003754, "loss_fcos_ctr": 0.6058735549449921, "loss_fcos_loc": 0.2802918702363968, "loss_mask": 0.48819302022457123, "loss_maskiou": 0.007406248478218913, "lr": 0.00035, "mask_rcnn/accuracy": 0.7870707806932297, "mask_rcnn/false_negative": 0.19726888871247164, "mask_rcnn/false_positive": 0.18357366204677247, "roi_head/num_bg_samples": 22.75, "roi_head/num_fg_samples": 7.25, "time": 0.5345674695000184, "total_loss": 1.5547219628933817}
{"data_time": 0.0026963714999510557, "eta_seconds": 1555.4655083519058, "iteration": 1239, "loss_fcos_cls": 0.205051451921463, "loss_fcos_ctr": 0.6089904606342316, "loss_fcos_loc": 0.24256231635808945, "loss_mask": 0.44335493445396423, "loss_maskiou": 0.019116539508104324, "lr": 0.00035, "mask_rcnn/accuracy": 0.8220936588921283, "mask_rcnn/false_negative": 0.16881129057460129, "mask_rcnn/false_positive": 0.18475874267383785, "roi_head/num_bg_samples": 20.25, "roi_head/num_fg_samples": 7.5, "time": 0.5283589034999636, "total_loss": 1.542081474326551}
{"data_time": 0.0028610279999838895, "eta_seconds": 1547.1229155844794, "iteration": 1259, "loss_fcos_cls": 0.20863979309797287, "loss_fcos_ctr": 0.5978812873363495, "loss_fcos_loc": 0.2550855726003647, "loss_mask": 0.4535808563232422, "loss_maskiou": 0.010824006050825119, "lr": 0.00035, "mask_rcnn/accuracy": 0.8110544217687075, "mask_rcnn/false_negative": 0.18950278523156527, "mask_rcnn/false_positive": 0.16990973092611378, "roi_head/num_bg_samples": 19.0, "roi_head/num_fg_samples": 7.25, "time": 0.5367656234999458, "total_loss": 1.5338513813912868}
{"data_time": 0.002851041999917925, "eta_seconds": 1539.61050624406, "iteration": 1279, "loss_fcos_cls": 0.19224467128515244, "loss_fcos_ctr": 0.6021900475025177, "loss_fcos_loc": 0.22675522416830063, "loss_mask": 0.4246721565723419, "loss_maskiou": 0.008131595328450203, "lr": 0.00035, "mask_rcnn/accuracy": 0.8046047144819466, "mask_rcnn/false_negative": 0.16271278693084884, "mask_rcnn/false_positive": 0.1440788652966069, "roi_head/num_bg_samples": 18.5, "roi_head/num_fg_samples": 8.0, "time": 0.5283046569999783, "total_loss": 1.4474985981360078}
{"data_time": 0.002793871499989109, "eta_seconds": 1529.0688389640595, "iteration": 1299, "loss_fcos_cls": 0.1989252269268036, "loss_fcos_ctr": 0.59824138879776, "loss_fcos_loc": 0.26131126284599304, "loss_mask": 0.38974885642528534, "loss_maskiou": 0.006417536875233054, "lr": 0.00035, "mask_rcnn/accuracy": 0.8402528593855125, "mask_rcnn/false_negative": 0.18432789432789431, "mask_rcnn/false_positive": 0.13166498968393633, "roi_head/num_bg_samples": 18.75, "roi_head/num_fg_samples": 7.25, "time": 0.5270580389999964, "total_loss": 1.430703038815409}
{"data_time": 0.002719909999996162, "eta_seconds": 1518.7328304284465, "iteration": 1319, "loss_fcos_cls": 0.206198051571846, "loss_fcos_ctr": 0.6030431687831879, "loss_fcos_loc": 0.25952062010765076, "loss_mask": 0.41876477003097534, "loss_maskiou": 0.007701499154791236, "lr": 0.00035, "mask_rcnn/accuracy": 0.8263566790352505, "mask_rcnn/false_negative": 0.1976068288780521, "mask_rcnn/false_positive": 0.1331469294369306, "roi_head/num_bg_samples": 18.0, "roi_head/num_fg_samples": 7.75, "time": 0.529072828999972, "total_loss": 1.4698288957588375}
{"data_time": 0.002840055500030303, "eta_seconds": 1508.306183880548, "iteration": 1339, "loss_fcos_cls": 0.1806872859597206, "loss_fcos_ctr": 0.6053256690502167, "loss_fcos_loc": 0.2525012940168381, "loss_mask": 0.3954000622034073, "loss_maskiou": 0.008574149338528514, "lr": 0.00035, "mask_rcnn/accuracy": 0.828348628412404, "mask_rcnn/false_negative": 0.18663200674138053, "mask_rcnn/false_positive": 0.15467921508096444, "roi_head/num_bg_samples": 17.0, "roi_head/num_fg_samples": 7.0, "time": 0.5394825210000249, "total_loss": 1.4340167436748743}
{"data_time": 0.002686846499955209, "eta_seconds": 1497.5499484740972, "iteration": 1359, "loss_fcos_cls": 0.20175600051879883, "loss_fcos_ctr": 0.601354718208313, "loss_fcos_loc": 0.24312525987625122, "loss_mask": 0.4450274258852005, "loss_maskiou": 0.006174710812047124, "lr": 0.00035, "mask_rcnn/accuracy": 0.8136730138483965, "mask_rcnn/false_negative": 0.16620192640907644, "mask_rcnn/false_positive": 0.19054725357060584, "roi_head/num_bg_samples": 18.0, "roi_head/num_fg_samples": 7.25, "time": 0.5062667414999282, "total_loss": 1.5116714786272496}
{"data_time": 0.0027004119999674003, "eta_seconds": 1487.1035455184476, "iteration": 1379, "loss_fcos_cls": 0.19604011625051498, "loss_fcos_ctr": 0.6020358204841614, "loss_fcos_loc": 0.2237539067864418, "loss_mask": 0.38427960872650146, "loss_maskiou": 0.006692754104733467, "lr": 0.00035, "mask_rcnn/accuracy": 0.8411239495798319, "mask_rcnn/false_negative": 0.17866606567838142, "mask_rcnn/false_positive": 0.11360031518076488, "roi_head/num_bg_samples": 20.0, "roi_head/num_fg_samples": 6.75, "time": 0.5325633830000243, "total_loss": 1.4124600274953991}
{"data_time": 0.0027594860000590415, "eta_seconds": 1476.8327987811767, "iteration": 1399, "loss_fcos_cls": 0.20932451635599136, "loss_fcos_ctr": 0.6025880575180054, "loss_fcos_loc": 0.2652420401573181, "loss_mask": 0.3971603512763977, "loss_maskiou": 0.00919249840080738, "lr": 0.00035, "mask_rcnn/accuracy": 0.8304945054945054, "mask_rcnn/false_negative": 0.1737604045683314, "mask_rcnn/false_positive": 0.14462866116441675, "roi_head/num_bg_samples": 16.75, "roi_head/num_fg_samples": 7.0, "time": 0.5154102855001383, "total_loss": 1.5153066928032786}
{"data_time": 0.0028484349999189362, "eta_seconds": 1466.7504035399916, "iteration": 1419, "loss_fcos_cls": 0.20706281065940857, "loss_fcos_ctr": 0.5992459654808044, "loss_fcos_loc": 0.25048651546239853, "loss_mask": 0.41293761134147644, "loss_maskiou": 0.005945689044892788, "lr": 0.00035, "mask_rcnn/accuracy": 0.8253633271490415, "mask_rcnn/false_negative": 0.17327423832474753, "mask_rcnn/false_positive": 0.15562020153550865, "roi_head/num_bg_samples": 16.0, "roi_head/num_fg_samples": 6.5, "time": 0.5289788394999277, "total_loss": 1.4601708608679473}
{"data_time": 0.0028626609999946595, "eta_seconds": 1456.2020367399916, "iteration": 1439, "loss_fcos_cls": 0.15303842723369598, "loss_fcos_ctr": 0.6006419062614441, "loss_fcos_loc": 0.21579501777887344, "loss_mask": 0.32912401854991913, "loss_maskiou": 0.009204363450407982, "lr": 0.00035, "mask_rcnn/accuracy": 0.8627516854956269, "mask_rcnn/false_negative": 0.1666624589330738, "mask_rcnn/false_positive": 0.08563650630071294, "roi_head/num_bg_samples": 14.75, "roi_head/num_fg_samples": 6.5, "time": 0.5187846160000618, "total_loss": 1.3553640809841454}
{"data_time": 0.0028947440000592906, "eta_seconds": 1445.8260569120375, "iteration": 1459, "loss_fcos_cls": 0.1862821877002716, "loss_fcos_ctr": 0.6083469986915588, "loss_fcos_loc": 0.2547162026166916, "loss_mask": 0.38436752557754517, "loss_maskiou": 0.007334762951359153, "lr": 0.00035, "mask_rcnn/accuracy": 0.834538360798865, "mask_rcnn/false_negative": 0.18710652123523075, "mask_rcnn/false_positive": 0.13793376167249305, "roi_head/num_bg_samples": 20.75, "roi_head/num_fg_samples": 7.0, "time": 0.5377240100000336, "total_loss": 1.462876328267157}
{"data_time": 0.002759391000040523, "eta_seconds": 1435.535997985471, "iteration": 1479, "loss_fcos_cls": 0.20881947129964828, "loss_fcos_ctr": 0.603425920009613, "loss_fcos_loc": 0.23969727009534836, "loss_mask": 0.37934117019176483, "loss_maskiou": 0.007522758562117815, "lr": 0.00035, "mask_rcnn/accuracy": 0.8431122448979592, "mask_rcnn/false_negative": 0.1738380767309306, "mask_rcnn/false_positive": 0.1369097318676929, "roi_head/num_bg_samples": 17.75, "roi_head/num_fg_samples": 7.25, "time": 0.5315438540000059, "total_loss": 1.3884225958026946}
{"data_time": 0.00271154100005333, "eta_seconds": 1425.7388210128363, "iteration": 1499, "loss_fcos_cls": 0.16953612864017487, "loss_fcos_ctr": 0.6028850972652435, "loss_fcos_loc": 0.2264384776353836, "loss_mask": 0.3482463210821152, "loss_maskiou": 0.004578828578814864, "lr": 0.00035, "mask_rcnn/accuracy": 0.8610563543599258, "mask_rcnn/false_negative": 0.15187744586592483, "mask_rcnn/false_positive": 0.12219152895813981, "roi_head/num_bg_samples": 14.25, "roi_head/num_fg_samples": 7.0, "time": 0.5297545789999276, "total_loss": 1.3551483913324773}
{"data_time": 0.0026732110000011744, "eta_seconds": 1414.5124420419065, "iteration": 1519, "loss_fcos_cls": 0.19879412651062012, "loss_fcos_ctr": 0.5986024141311646, "loss_fcos_loc": 0.25576069951057434, "loss_mask": 0.395850270986557, "loss_maskiou": 0.01023036614060402, "lr": 0.00035, "mask_rcnn/accuracy": 0.8294273066369404, "mask_rcnn/false_negative": 0.21085433066419706, "mask_rcnn/false_positive": 0.11945837531317625, "roi_head/num_bg_samples": 16.5, "roi_head/num_fg_samples": 7.25, "time": 0.5195482534999201, "total_loss": 1.4491502353921533}
{"data_time": 0.0025936204998515677, "eta_seconds": 1404.7813360199418, "iteration": 1539, "loss_fcos_cls": 0.1830136775970459, "loss_fcos_ctr": 0.5924464166164398, "loss_fcos_loc": 0.22152558714151382, "loss_mask": 0.4038822203874588, "loss_maskiou": 0.006854317616671324, "lr": 0.00035, "mask_rcnn/accuracy": 0.8340014577259476, "mask_rcnn/false_negative": 0.16840789989437702, "mask_rcnn/false_positive": 0.1372705630262975, "roi_head/num_bg_samples": 18.75, "roi_head/num_fg_samples": 7.25, "time": 0.5323268650000728, "total_loss": 1.3948624208569527}
{"data_time": 0.002795459499907338, "eta_seconds": 1394.9667320150656, "iteration": 1559, "loss_fcos_cls": 0.17518875747919083, "loss_fcos_ctr": 0.6050456464290619, "loss_fcos_loc": 0.2694673091173172, "loss_mask": 0.3895546495914459, "loss_maskiou": 0.011886642780154943, "lr": 0.00035, "mask_rcnn/accuracy": 0.8498618197278911, "mask_rcnn/false_negative": 0.15678199074806698, "mask_rcnn/false_positive": 0.14125498775446854, "roi_head/num_bg_samples": 13.75, "roi_head/num_fg_samples": 7.0, "time": 0.5288354404999609, "total_loss": 1.4152205339632928}
{"data_time": 0.002805262500032768, "eta_seconds": 1384.7288639779931, "iteration": 1579, "loss_fcos_cls": 0.1652643084526062, "loss_fcos_ctr": 0.6081716120243073, "loss_fcos_loc": 0.23314563930034637, "loss_mask": 0.35852400958538055, "loss_maskiou": 0.0070068808272480965, "lr": 0.00035, "mask_rcnn/accuracy": 0.8545402089407191, "mask_rcnn/false_negative": 0.17703209089623806, "mask_rcnn/false_positive": 0.11540019838570184, "roi_head/num_bg_samples": 16.0, "roi_head/num_fg_samples": 7.5, "time": 0.5357402434999585, "total_loss": 1.471947428653948}
{"data_time": 0.0027288395000368837, "eta_seconds": 1374.841121346112, "iteration": 1599, "loss_fcos_cls": 0.1970464065670967, "loss_fcos_ctr": 0.5980331897735596, "loss_fcos_loc": 0.22763831913471222, "loss_mask": 0.3722156286239624, "loss_maskiou": 0.005611752392724156, "lr": 0.00035, "mask_rcnn/accuracy": 0.8429634353741496, "mask_rcnn/false_negative": 0.17152696430642658, "mask_rcnn/false_positive": 0.13071829429020876, "roi_head/num_bg_samples": 13.25, "roi_head/num_fg_samples": 7.0, "time": 0.5320852739998827, "total_loss": 1.3834759646560997}
{"data_time": 0.0026995409998562536, "eta_seconds": 1364.0325261064122, "iteration": 1619, "loss_fcos_cls": 0.1884315386414528, "loss_fcos_ctr": 0.5969411432743073, "loss_fcos_loc": 0.2283361628651619, "loss_mask": 0.3790229707956314, "loss_maskiou": 0.00795522890985012, "lr": 0.00035, "mask_rcnn/accuracy": 0.8408163265306122, "mask_rcnn/false_negative": 0.19970919565067774, "mask_rcnn/false_positive": 0.12603065564763963, "roi_head/num_bg_samples": 17.0, "roi_head/num_fg_samples": 7.5, "time": 0.5351750144999414, "total_loss": 1.454472430050373}
{"data_time": 0.002828419000024951, "eta_seconds": 1353.4627273764129, "iteration": 1639, "loss_fcos_cls": 0.17314372956752777, "loss_fcos_ctr": 0.5943926572799683, "loss_fcos_loc": 0.21210722625255585, "loss_mask": 0.3462009131908417, "loss_maskiou": 0.004379127407446504, "lr": 0.00035, "mask_rcnn/accuracy": 0.859233276643991, "mask_rcnn/false_negative": 0.15961042277854087, "mask_rcnn/false_positive": 0.10168666771133494, "roi_head/num_bg_samples": 13.75, "roi_head/num_fg_samples": 7.25, "time": 0.5271950750000087, "total_loss": 1.3485930509632453}
{"data_time": 0.002784695500054113, "eta_seconds": 1342.2175727731355, "iteration": 1659, "loss_fcos_cls": 0.1940874382853508, "loss_fcos_ctr": 0.6005688309669495, "loss_fcos_loc": 0.2443462759256363, "loss_mask": 0.37616121768951416, "loss_maskiou": 0.005179393570870161, "lr": 0.00035, "mask_rcnn/accuracy": 0.8455949344023324, "mask_rcnn/false_negative": 0.17859143347103523, "mask_rcnn/false_positive": 0.09372813537231883, "roi_head/num_bg_samples": 14.5, "roi_head/num_fg_samples": 7.0, "time": 0.5171105770000395, "total_loss": 1.464034208562225}
{"data_time": 0.002734990999897491, "eta_seconds": 1331.8967821779934, "iteration": 1679, "loss_fcos_cls": 0.16701550036668777, "loss_fcos_ctr": 0.5972360670566559, "loss_fcos_loc": 0.2231927439570427, "loss_mask": 0.36797934770584106, "loss_maskiou": 0.009430934675037861, "lr": 0.00035, "mask_rcnn/accuracy": 0.8430969142464678, "mask_rcnn/false_negative": 0.14521468541676624, "mask_rcnn/false_positive": 0.14830761009091897, "roi_head/num_bg_samples": 19.75, "roi_head/num_fg_samples": 7.5, "time": 0.5199162054999533, "total_loss": 1.3341713065747172}
{"data_time": 0.00272613899994667, "eta_seconds": 1321.3303658179934, "iteration": 1699, "loss_fcos_cls": 0.1692739725112915, "loss_fcos_ctr": 0.6045153439044952, "loss_fcos_loc": 0.22610736638307571, "loss_mask": 0.32234492897987366, "loss_maskiou": 0.007827807683497667, "lr": 0.00035, "mask_rcnn/accuracy": 0.8654005433342169, "mask_rcnn/false_negative": 0.13600563026590176, "mask_rcnn/false_positive": 0.10214424768208161, "roi_head/num_bg_samples": 14.5, "roi_head/num_fg_samples": 7.0, "time": 0.5136202324999886, "total_loss": 1.3607810903340578}
{"data_time": 0.0026987129999724857, "eta_seconds": 1310.7639494579935, "iteration": 1719, "loss_fcos_cls": 0.16204995661973953, "loss_fcos_ctr": 0.5877805054187775, "loss_fcos_loc": 0.21352723240852356, "loss_mask": 0.3319877088069916, "loss_maskiou": 0.008198014460504055, "lr": 0.00035, "mask_rcnn/accuracy": 0.8636798469387754, "mask_rcnn/false_negative": 0.15877645372956914, "mask_rcnn/false_positive": 0.08748031343738763, "roi_head/num_bg_samples": 12.0, "roi_head/num_fg_samples": 6.5, "time": 0.5176439669999127, "total_loss": 1.326938760932535}
{"data_time": 0.0026564524999912464, "eta_seconds": 1300.8715726965738, "iteration": 1739, "loss_fcos_cls": 0.1585562527179718, "loss_fcos_ctr": 0.5964183211326599, "loss_fcos_loc": 0.20986410230398178, "loss_mask": 0.3731541633605957, "loss_maskiou": 0.008434179238975048, "lr": 0.00035, "mask_rcnn/accuracy": 0.8415603741496599, "mask_rcnn/false_negative": 0.15993201706533433, "mask_rcnn/false_positive": 0.1409259259259259, "roi_head/num_bg_samples": 11.75, "roi_head/num_fg_samples": 7.0, "time": 0.5332865429999174, "total_loss": 1.3768112738616765}
{"data_time": 0.002689123500090318, "eta_seconds": 1290.043934996417, "iteration": 1759, "loss_fcos_cls": 0.16890086233615875, "loss_fcos_ctr": 0.5997129678726196, "loss_fcos_loc": 0.20352230221033096, "loss_mask": 0.27602723240852356, "loss_maskiou": 0.005700668785721064, "lr": 0.00035, "mask_rcnn/accuracy": 0.8813855899502658, "mask_rcnn/false_negative": 0.1269316823686441, "mask_rcnn/false_positive": 0.10558326841160762, "roi_head/num_bg_samples": 10.25, "roi_head/num_fg_samples": 6.0, "time": 0.5177267600000732, "total_loss": 1.2952581464778632}
{"data_time": 0.002849243000014212, "eta_seconds": 1279.4741362664176, "iteration": 1779, "loss_fcos_cls": 0.1657356396317482, "loss_fcos_ctr": 0.5833951532840729, "loss_fcos_loc": 0.1749056577682495, "loss_mask": 0.2866114377975464, "loss_maskiou": 0.00469243386760354, "lr": 0.00035, "mask_rcnn/accuracy": 0.8744457604470359, "mask_rcnn/false_negative": 0.12213507113517907, "mask_rcnn/false_positive": 0.10971729146382556, "roi_head/num_bg_samples": 13.75, "roi_head/num_fg_samples": 7.5, "time": 0.5365884970001389, "total_loss": 1.227922887308523}
{"data_time": 0.0027674670000124024, "eta_seconds": 1269.5087760811016, "iteration": 1799, "loss_fcos_cls": 0.1581532508134842, "loss_fcos_ctr": 0.5955021977424622, "loss_fcos_loc": 0.19277558475732803, "loss_mask": 0.2934044450521469, "loss_maskiou": 0.008260582108050585, "lr": 0.00035, "mask_rcnn/accuracy": 0.880718537414966, "mask_rcnn/false_negative": 0.14293272007651855, "mask_rcnn/false_positive": 0.06995793518999152, "roi_head/num_bg_samples": 10.5, "roi_head/num_fg_samples": 6.25, "time": 0.541836665999881, "total_loss": 1.2460795713122934}
{"data_time": 0.0025812249999717096, "eta_seconds": 1260.6642044466494, "iteration": 1819, "loss_fcos_cls": 0.16883542388677597, "loss_fcos_ctr": 0.6046300530433655, "loss_fcos_loc": 0.21226860582828522, "loss_mask": 0.3178369551897049, "loss_maskiou": 0.006891189841553569, "lr": 0.00035, "mask_rcnn/accuracy": 0.8738459669582119, "mask_rcnn/false_negative": 0.15183939228875276, "mask_rcnn/false_positive": 0.10529359115090339, "roi_head/num_bg_samples": 10.5, "roi_head/num_fg_samples": 7.0, "time": 0.5902359264999859, "total_loss": 1.2755122897215188}
{"data_time": 0.0028587515000708663, "eta_seconds": 1250.7011405670012, "iteration": 1839, "loss_fcos_cls": 0.21347393840551376, "loss_fcos_ctr": 0.5998835265636444, "loss_fcos_loc": 0.20930396020412445, "loss_mask": 0.2844054698944092, "loss_maskiou": 0.006423200014978647, "lr": 0.00035, "mask_rcnn/accuracy": 0.8794676961693768, "mask_rcnn/false_negative": 0.12856822247338667, "mask_rcnn/false_positive": 0.10445083998293936, "roi_head/num_bg_samples": 13.75, "roi_head/num_fg_samples": 7.0, "time": 0.5821430514999975, "total_loss": 1.2965530203655362}
{"data_time": 0.0028024105000667987, "eta_seconds": 1240.3194424429244, "iteration": 1859, "loss_fcos_cls": 0.13889537751674652, "loss_fcos_ctr": 0.5944477915763855, "loss_fcos_loc": 0.225420743227005, "loss_mask": 0.3234783113002777, "loss_maskiou": 0.006739865290001035, "lr": 0.00035, "mask_rcnn/accuracy": 0.8792194908266336, "mask_rcnn/false_negative": 0.144785265920451, "mask_rcnn/false_positive": 0.09440218756997656, "roi_head/num_bg_samples": 13.0, "roi_head/num_fg_samples": 6.75, "time": 0.5309606775000475, "total_loss": 1.2781826951541007}
{"data_time": 0.0026386534999573996, "eta_seconds": 1229.5117946870012, "iteration": 1879, "loss_fcos_cls": 0.15906541794538498, "loss_fcos_ctr": 0.5973066985607147, "loss_fcos_loc": 0.21378840506076813, "loss_mask": 0.30380482971668243, "loss_maskiou": 0.006327691022306681, "lr": 0.00035, "mask_rcnn/accuracy": 0.8669098758384473, "mask_rcnn/false_negative": 0.14972338345341285, "mask_rcnn/false_positive": 0.07791674291557192, "roi_head/num_bg_samples": 13.0, "roi_head/num_fg_samples": 6.25, "time": 0.5229390365000199, "total_loss": 1.287770319962874}
{"data_time": 0.0028108494999514733, "eta_seconds": 1218.327232785095, "iteration": 1899, "loss_fcos_cls": 0.15171317011117935, "loss_fcos_ctr": 0.5905160307884216, "loss_fcos_loc": 0.20621087402105331, "loss_mask": 0.3295837640762329, "loss_maskiou": 0.004952920135110617, "lr": 0.00035, "mask_rcnn/accuracy": 0.8665591236494599, "mask_rcnn/false_negative": 0.1484795757892353, "mask_rcnn/false_positive": 0.07883442879659683, "roi_head/num_bg_samples": 13.0, "roi_head/num_fg_samples": 7.0, "time": 0.5209440695000467, "total_loss": 1.2706412498373538}
{"data_time": 0.0026915764999557723, "eta_seconds": 1207.403122550461, "iteration": 1919, "loss_fcos_cls": 0.14569564163684845, "loss_fcos_ctr": 0.606857180595398, "loss_fcos_loc": 0.21410708129405975, "loss_mask": 0.2838289737701416, "loss_maskiou": 0.005225703585892916, "lr": 0.00035, "mask_rcnn/accuracy": 0.8859771181199753, "mask_rcnn/false_negative": 0.11652925555075824, "mask_rcnn/false_positive": 0.09503123312900344, "roi_head/num_bg_samples": 10.75, "roi_head/num_fg_samples": 6.0, "time": 0.5219292364998864, "total_loss": 1.2683538000565022}
{"data_time": 0.0026895984999555367, "eta_seconds": 1195.715408993111, "iteration": 1939, "loss_fcos_cls": 0.12002669647336006, "loss_fcos_ctr": 0.6007151007652283, "loss_fcos_loc": 0.19957729429006577, "loss_mask": 0.3465868830680847, "loss_maskiou": 0.005853970535099506, "lr": 0.00035, "mask_rcnn/accuracy": 0.855278649921507, "mask_rcnn/false_negative": 0.14893409719642758, "mask_rcnn/false_positive": 0.09702245916515426, "roi_head/num_bg_samples": 13.0, "roi_head/num_fg_samples": 6.5, "time": 0.5122778394999159, "total_loss": 1.2620434912387282}
{"data_time": 0.002856215499946302, "eta_seconds": 1184.5297052146443, "iteration": 1959, "loss_fcos_cls": 0.14997245371341705, "loss_fcos_ctr": 0.5899941921234131, "loss_fcos_loc": 0.18814808130264282, "loss_mask": 0.3143223077058792, "loss_maskiou": 0.0063778015319257975, "lr": 0.00035, "mask_rcnn/accuracy": 0.8722667638483965, "mask_rcnn/false_negative": 0.1321392455750181, "mask_rcnn/false_positive": 0.12207858559664775, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.25, "time": 0.5082738290001316, "total_loss": 1.236461829394102}
{"data_time": 0.002832241500072996, "eta_seconds": 1173.958266524643, "iteration": 1979, "loss_fcos_cls": 0.1709331050515175, "loss_fcos_ctr": 0.6022441387176514, "loss_fcos_loc": 0.21248197555541992, "loss_mask": 0.3011341392993927, "loss_maskiou": 0.0062660938128829, "lr": 0.00035, "mask_rcnn/accuracy": 0.8758323946461701, "mask_rcnn/false_negative": 0.1322029936403279, "mask_rcnn/false_positive": 0.08189287901739131, "roi_head/num_bg_samples": 14.75, "roi_head/num_fg_samples": 6.5, "time": 0.5236094539999385, "total_loss": 1.2810154838953167}
{"data_time": 0.0026860614999577592, "eta_seconds": 1163.727775940467, "iteration": 1999, "loss_fcos_cls": 0.1514340415596962, "loss_fcos_ctr": 0.5936363935470581, "loss_fcos_loc": 0.20259620249271393, "loss_mask": 0.3086148053407669, "loss_maskiou": 0.004292766563594341, "lr": 0.00035, "mask_rcnn/accuracy": 0.8693624084249084, "mask_rcnn/false_negative": 0.12873843840907934, "mask_rcnn/false_positive": 0.1067755863729282, "roi_head/num_bg_samples": 13.75, "roi_head/num_fg_samples": 6.5, "time": 0.5372621205000314, "total_loss": 1.2593950661830604}
{"data_time": 0.002598243000079492, "eta_seconds": 1153.226671219476, "iteration": 2019, "loss_fcos_cls": 0.14660094678401947, "loss_fcos_ctr": 0.588202714920044, "loss_fcos_loc": 0.1678442358970642, "loss_mask": 0.2684183269739151, "loss_maskiou": 0.004455005982890725, "lr": 0.00035, "mask_rcnn/accuracy": 0.8936035265754654, "mask_rcnn/false_negative": 0.13385691436089497, "mask_rcnn/false_positive": 0.09239326994459121, "roi_head/num_bg_samples": 11.5, "roi_head/num_fg_samples": 7.25, "time": 0.5350174510000443, "total_loss": 1.171704029198736}
{"data_time": 0.0026048555000670603, "eta_seconds": 1143.7898596221232, "iteration": 2039, "loss_fcos_cls": 0.13923025876283646, "loss_fcos_ctr": 0.5952632129192352, "loss_fcos_loc": 0.19065988808870316, "loss_mask": 0.27190661430358887, "loss_maskiou": 0.005529660265892744, "lr": 0.00035, "mask_rcnn/accuracy": 0.89367886577708, "mask_rcnn/false_negative": 0.12004433598151905, "mask_rcnn/false_positive": 0.08238610189477241, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.5, "time": 0.5267320340000197, "total_loss": 1.1771480524912477}
{"data_time": 0.002729938500010576, "eta_seconds": 1133.1266811054488, "iteration": 2059, "loss_fcos_cls": 0.14374185353517532, "loss_fcos_ctr": 0.5980426967144012, "loss_fcos_loc": 0.1938638910651207, "loss_mask": 0.2883661538362503, "loss_maskiou": 0.007552817929536104, "lr": 0.00035, "mask_rcnn/accuracy": 0.8755507884972171, "mask_rcnn/false_negative": 0.15191299603880548, "mask_rcnn/false_positive": 0.0793993897269006, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.0, "time": 0.5304114620000746, "total_loss": 1.2657754672691226}
{"data_time": 0.002863852000132283, "eta_seconds": 1122.7102248704637, "iteration": 2079, "loss_fcos_cls": 0.11819572746753693, "loss_fcos_ctr": 0.5972907245159149, "loss_fcos_loc": 0.1959218755364418, "loss_mask": 0.29034844040870667, "loss_maskiou": 0.0053141070529818535, "lr": 0.00035, "mask_rcnn/accuracy": 0.8745748299319728, "mask_rcnn/false_negative": 0.139886120267899, "mask_rcnn/false_positive": 0.09974691173578709, "roi_head/num_bg_samples": 9.0, "roi_head/num_fg_samples": 6.0, "time": 0.5222728034999591, "total_loss": 1.2430832735262811}
{"data_time": 0.00276850500006276, "eta_seconds": 1112.319706343943, "iteration": 2099, "loss_fcos_cls": 0.18654465675354004, "loss_fcos_ctr": 0.5923230051994324, "loss_fcos_loc": 0.18573307245969772, "loss_mask": 0.28789022564888, "loss_maskiou": 0.004944079788401723, "lr": 0.00035, "mask_rcnn/accuracy": 0.88148936522661, "mask_rcnn/false_negative": 0.11681901744370873, "mask_rcnn/false_positive": 0.05464965655945868, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.5, "time": 0.5195771129999684, "total_loss": 1.2386536316480488}
{"data_time": 0.0028327520000175355, "eta_seconds": 1101.5370004504643, "iteration": 2119, "loss_fcos_cls": 0.1486668959259987, "loss_fcos_ctr": 0.5951790809631348, "loss_fcos_loc": 0.17779667675495148, "loss_mask": 0.28454525768756866, "loss_maskiou": 0.005459469743072987, "lr": 0.00035, "mask_rcnn/accuracy": 0.8861579888365603, "mask_rcnn/false_negative": 0.14030978023835608, "mask_rcnn/false_positive": 0.09045689129814063, "roi_head/num_bg_samples": 11.25, "roi_head/num_fg_samples": 7.0, "time": 0.5323196685000084, "total_loss": 1.2364157740958035}
{"data_time": 0.0026012064998894857, "eta_seconds": 1091.2343239666293, "iteration": 2139, "loss_fcos_cls": 0.14964117854833603, "loss_fcos_ctr": 0.5894644856452942, "loss_fcos_loc": 0.16355080902576447, "loss_mask": 0.2805795222520828, "loss_maskiou": 0.0042936422396451235, "lr": 0.00035, "mask_rcnn/accuracy": 0.8856374280481423, "mask_rcnn/false_negative": 0.12743123456805414, "mask_rcnn/false_positive": 0.07207376633031551, "roi_head/num_bg_samples": 11.25, "roi_head/num_fg_samples": 6.25, "time": 0.5384070025000938, "total_loss": 1.1888275917153805}
{"data_time": 0.0028959665000911627, "eta_seconds": 1080.9928234559752, "iteration": 2159, "loss_fcos_cls": 0.09965191781520844, "loss_fcos_ctr": 0.6005592048168182, "loss_fcos_loc": 0.19465787708759308, "loss_mask": 0.22609464824199677, "loss_maskiou": 0.004844361217692494, "lr": 0.00035, "mask_rcnn/accuracy": 0.9061211605854462, "mask_rcnn/false_negative": 0.12099499657641963, "mask_rcnn/false_positive": 0.05797907972387624, "roi_head/num_bg_samples": 9.5, "roi_head/num_fg_samples": 5.5, "time": 0.5299424700000372, "total_loss": 1.143893183209002}
{"data_time": 0.0028924660000484437, "eta_seconds": 1069.7771638204654, "iteration": 2179, "loss_fcos_cls": 0.14190328121185303, "loss_fcos_ctr": 0.5899571180343628, "loss_fcos_loc": 0.18714486807584763, "loss_mask": 0.257619172334671, "loss_maskiou": 0.005136336898431182, "lr": 0.00035, "mask_rcnn/accuracy": 0.8932291666666667, "mask_rcnn/false_negative": 0.14100579566348928, "mask_rcnn/false_positive": 0.08300084774134384, "roi_head/num_bg_samples": 9.25, "roi_head/num_fg_samples": 6.0, "time": 0.5131019650001463, "total_loss": 1.2168041272670962}
{"data_time": 0.0029010779999225633, "eta_seconds": 1059.1252189605057, "iteration": 2199, "loss_fcos_cls": 0.14305885136127472, "loss_fcos_ctr": 0.600916862487793, "loss_fcos_loc": 0.1948542669415474, "loss_mask": 0.2808212786912918, "loss_maskiou": 0.007144294213503599, "lr": 0.00035, "mask_rcnn/accuracy": 0.879280045351474, "mask_rcnn/false_negative": 0.12998381007617008, "mask_rcnn/false_positive": 0.11456830068651501, "roi_head/num_bg_samples": 8.5, "roi_head/num_fg_samples": 6.5, "time": 0.5177230325000437, "total_loss": 1.2585654077120125}
{"data_time": 0.0028470264999214123, "eta_seconds": 1048.6895463344972, "iteration": 2219, "loss_fcos_cls": 0.14689477533102036, "loss_fcos_ctr": 0.5918320119380951, "loss_fcos_loc": 0.16741279512643814, "loss_mask": 0.3248724937438965, "loss_maskiou": 0.009623647667467594, "lr": 0.00035, "mask_rcnn/accuracy": 0.8679846938775511, "mask_rcnn/false_negative": 0.12227474121426404, "mask_rcnn/false_positive": 0.11518161183646501, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.25, "time": 0.5376993325000967, "total_loss": 1.2308826411608607}
{"data_time": 0.002858489000004738, "eta_seconds": 1038.0173271904664, "iteration": 2239, "loss_fcos_cls": 0.15272563695907593, "loss_fcos_ctr": 0.5994290113449097, "loss_fcos_loc": 0.18896935135126114, "loss_mask": 0.2977958172559738, "loss_maskiou": 0.006484868703410029, "lr": 0.00035, "mask_rcnn/accuracy": 0.8796449829931973, "mask_rcnn/false_negative": 0.13201799822697022, "mask_rcnn/false_positive": 0.08014258733259023, "roi_head/num_bg_samples": 8.75, "roi_head/num_fg_samples": 6.5, "time": 0.5289164495000023, "total_loss": 1.2266767711844295}
{"data_time": 0.0026783835000969702, "eta_seconds": 1027.1134934684237, "iteration": 2259, "loss_fcos_cls": 0.16329236328601837, "loss_fcos_ctr": 0.5936038494110107, "loss_fcos_loc": 0.2027277573943138, "loss_mask": 0.28327180445194244, "loss_maskiou": 0.00475828954949975, "lr": 0.00035, "mask_rcnn/accuracy": 0.8824153525046382, "mask_rcnn/false_negative": 0.13635503242083305, "mask_rcnn/false_positive": 0.0800378269922609, "roi_head/num_bg_samples": 11.0, "roi_head/num_fg_samples": 6.25, "time": 0.5214307124999777, "total_loss": 1.268238753080368}
{"data_time": 0.002758921500003453, "eta_seconds": 1016.7813821205053, "iteration": 2279, "loss_fcos_cls": 0.12311543896794319, "loss_fcos_ctr": 0.5873462557792664, "loss_fcos_loc": 0.16422071307897568, "loss_mask": 0.28516288101673126, "loss_maskiou": 0.00587819772772491, "lr": 0.00035, "mask_rcnn/accuracy": 0.8894364564007421, "mask_rcnn/false_negative": 0.12052017313270894, "mask_rcnn/false_positive": 0.08647696088706497, "roi_head/num_bg_samples": 8.0, "roi_head/num_fg_samples": 6.5, "time": 0.5310394819999829, "total_loss": 1.1758237320464104}
{"data_time": 0.002624933499873805, "eta_seconds": 1006.1046368533889, "iteration": 2299, "loss_fcos_cls": 0.15469130873680115, "loss_fcos_ctr": 0.5933315455913544, "loss_fcos_loc": 0.19296040385961533, "loss_mask": 0.27318350970745087, "loss_maskiou": 0.0051571074873209, "lr": 0.00035, "mask_rcnn/accuracy": 0.8902481447124304, "mask_rcnn/false_negative": 0.11771285997723949, "mask_rcnn/false_positive": 0.08106334588508554, "roi_head/num_bg_samples": 9.5, "roi_head/num_fg_samples": 5.5, "time": 0.5146881339999254, "total_loss": 1.2611602821853012}
{"data_time": 0.0027784979998841663, "eta_seconds": 994.7505003481814, "iteration": 2319, "loss_fcos_cls": 0.10974719747900963, "loss_fcos_ctr": 0.5895413756370544, "loss_fcos_loc": 0.220022052526474, "loss_mask": 0.24423447251319885, "loss_maskiou": 0.005929933628067374, "lr": 0.00035, "mask_rcnn/accuracy": 0.890555426716141, "mask_rcnn/false_negative": 0.10863110441535008, "mask_rcnn/false_positive": 0.07858187569942467, "roi_head/num_bg_samples": 7.25, "roi_head/num_fg_samples": 5.5, "time": 0.49252224099996056, "total_loss": 1.1898439722135663}
{"data_time": 0.00265671900012876, "eta_seconds": 983.7292794844888, "iteration": 2339, "loss_fcos_cls": 0.12594886124134064, "loss_fcos_ctr": 0.5908227860927582, "loss_fcos_loc": 0.1709178164601326, "loss_mask": 0.2387193888425827, "loss_maskiou": 0.004386370303109288, "lr": 0.00035, "mask_rcnn/accuracy": 0.8919526901669759, "mask_rcnn/false_negative": 0.1143873210755523, "mask_rcnn/false_positive": 0.07734995596621247, "roi_head/num_bg_samples": 6.75, "roi_head/num_fg_samples": 5.5, "time": 0.5267415304999759, "total_loss": 1.1608056689146906}
{"data_time": 0.0028262530000802144, "eta_seconds": 973.2220949883749, "iteration": 2359, "loss_fcos_cls": 0.12213724479079247, "loss_fcos_ctr": 0.5963245332241058, "loss_fcos_loc": 0.1971065104007721, "loss_mask": 0.26456212997436523, "loss_maskiou": 0.007068403298035264, "lr": 0.00035, "mask_rcnn/accuracy": 0.8918619645660462, "mask_rcnn/false_negative": 0.13462532843942918, "mask_rcnn/false_positive": 0.07023383784877138, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.5, "time": 0.5239636640000072, "total_loss": 1.189699258422479}
{"data_time": 0.0028858929999842076, "eta_seconds": 961.7702886882956, "iteration": 2379, "loss_fcos_cls": 0.1253364346921444, "loss_fcos_ctr": 0.5961048305034637, "loss_fcos_loc": 0.1688680574297905, "loss_mask": 0.22047775238752365, "loss_maskiou": 0.003936322405934334, "lr": 0.00035, "mask_rcnn/accuracy": 0.9036192602040816, "mask_rcnn/false_negative": 0.11910993365238357, "mask_rcnn/false_positive": 0.05783182218913774, "roi_head/num_bg_samples": 6.0, "roi_head/num_fg_samples": 6.5, "time": 0.5200098029999936, "total_loss": 1.1414789271075279}
{"data_time": 0.0028658960000029765, "eta_seconds": 951.2071883182979, "iteration": 2399, "loss_fcos_cls": 0.14773975312709808, "loss_fcos_ctr": 0.5926561653614044, "loss_fcos_loc": 0.1728150099515915, "loss_mask": 0.27279655635356903, "loss_maskiou": 0.0051094647496938705, "lr": 0.00035, "mask_rcnn/accuracy": 0.8926339285714285, "mask_rcnn/false_negative": 0.11070941210355527, "mask_rcnn/false_positive": 0.0651949369244044, "roi_head/num_bg_samples": 8.5, "roi_head/num_fg_samples": 6.0, "time": 0.5217984305000982, "total_loss": 1.1612496273592114}
{"data_time": 0.0027690110000548884, "eta_seconds": 940.6440879483001, "iteration": 2419, "loss_fcos_cls": 0.13261696696281433, "loss_fcos_ctr": 0.6055842936038971, "loss_fcos_loc": 0.2185024470090866, "loss_mask": 0.23906023055315018, "loss_maskiou": 0.0041517040226608515, "lr": 0.00035, "mask_rcnn/accuracy": 0.8996826409135084, "mask_rcnn/false_negative": 0.12082324089305682, "mask_rcnn/false_positive": 0.07763874734458436, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 6.0, "time": 0.5305527600000914, "total_loss": 1.1868485189042985}
{"data_time": 0.0028189404999920953, "eta_seconds": 930.8690280344894, "iteration": 2439, "loss_fcos_cls": 0.11973743885755539, "loss_fcos_ctr": 0.5896975100040436, "loss_fcos_loc": 0.16388632357120514, "loss_mask": 0.2289002239704132, "loss_maskiou": 0.003285420243628323, "lr": 0.00035, "mask_rcnn/accuracy": 0.9077217425431712, "mask_rcnn/false_negative": 0.12308173625306676, "mask_rcnn/false_positive": 0.05696605612502101, "roi_head/num_bg_samples": 7.75, "roi_head/num_fg_samples": 6.25, "time": 0.531588051999961, "total_loss": 1.1209455683128908}
{"data_time": 0.0028504690000090704, "eta_seconds": 919.4493736352458, "iteration": 2459, "loss_fcos_cls": 0.14416121691465378, "loss_fcos_ctr": 0.5840019583702087, "loss_fcos_loc": 0.17947383970022202, "loss_mask": 0.21015024930238724, "loss_maskiou": 0.004007682204246521, "lr": 0.00035, "mask_rcnn/accuracy": 0.91749929138322, "mask_rcnn/false_negative": 0.10397389933471854, "mask_rcnn/false_positive": 0.06957208298116199, "roi_head/num_bg_samples": 7.75, "roi_head/num_fg_samples": 5.5, "time": 0.5214771024999436, "total_loss": 1.1491874183993787}
{"data_time": 0.002717782999980045, "eta_seconds": 908.0006936952933, "iteration": 2479, "loss_fcos_cls": 0.12526261433959007, "loss_fcos_ctr": 0.5898467898368835, "loss_fcos_loc": 0.14894874393939972, "loss_mask": 0.21721306443214417, "loss_maskiou": 0.00490754540078342, "lr": 0.00035, "mask_rcnn/accuracy": 0.9072720434327577, "mask_rcnn/false_negative": 0.10290419864702899, "mask_rcnn/false_positive": 0.06398170366099658, "roi_head/num_bg_samples": 6.75, "roi_head/num_fg_samples": 6.0, "time": 0.5057394924999699, "total_loss": 1.1242708808276802}
{"data_time": 0.002833618000181559, "eta_seconds": 897.4486809852957, "iteration": 2499, "loss_fcos_cls": 0.11370069906115532, "loss_fcos_ctr": 0.5968030393123627, "loss_fcos_loc": 0.15323302149772644, "loss_mask": 0.24755904078483582, "loss_maskiou": 0.004388320492580533, "lr": 0.00035, "mask_rcnn/accuracy": 0.8983341276070869, "mask_rcnn/false_negative": 0.12928890544181318, "mask_rcnn/false_positive": 0.06171030314471114, "roi_head/num_bg_samples": 8.75, "roi_head/num_fg_samples": 7.0, "time": 0.5318190744999356, "total_loss": 1.1255925634177402}
{"data_time": 0.0026953170000751925, "eta_seconds": 886.8966682752981, "iteration": 2519, "loss_fcos_cls": 0.13022315502166748, "loss_fcos_ctr": 0.5922586917877197, "loss_fcos_loc": 0.1544218435883522, "loss_mask": 0.2186325117945671, "loss_maskiou": 0.004317046841606498, "lr": 0.00035, "mask_rcnn/accuracy": 0.9130792942176871, "mask_rcnn/false_negative": 0.09467712782445223, "mask_rcnn/false_positive": 0.06871298254816861, "roi_head/num_bg_samples": 7.5, "roi_head/num_fg_samples": 5.25, "time": 0.5202924325001277, "total_loss": 1.1054991014534608}
{"data_time": 0.002889593000077184, "eta_seconds": 876.1667209404901, "iteration": 2539, "loss_fcos_cls": 0.13040803372859955, "loss_fcos_ctr": 0.5962557792663574, "loss_fcos_loc": 0.1546802893280983, "loss_mask": 0.22372105717658997, "loss_maskiou": 0.0035088176373392344, "lr": 0.00035, "mask_rcnn/accuracy": 0.9016697588126159, "mask_rcnn/false_negative": 0.12552348954469855, "mask_rcnn/false_positive": 0.05229355545154599, "roi_head/num_bg_samples": 7.25, "roi_head/num_fg_samples": 5.5, "time": 0.5318310680000877, "total_loss": 1.145868927706033}
{"data_time": 0.0029049159999203766, "eta_seconds": 865.8760023734256, "iteration": 2559, "loss_fcos_cls": 0.12645159661769867, "loss_fcos_ctr": 0.5931169092655182, "loss_fcos_loc": 0.17137563973665237, "loss_mask": 0.23726974427700043, "loss_maskiou": 0.004681910388171673, "lr": 0.00035, "mask_rcnn/accuracy": 0.8962298861852434, "mask_rcnn/false_negative": 0.12486313509405117, "mask_rcnn/false_positive": 0.060293578582079385, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 6.0, "time": 0.5306531764999818, "total_loss": 1.1367664949502796}
{"data_time": 0.002838709000002382, "eta_seconds": 855.3229737034266, "iteration": 2579, "loss_fcos_cls": 0.11913366615772247, "loss_fcos_ctr": 0.5914362668991089, "loss_fcos_loc": 0.1989554837346077, "loss_mask": 0.24549788236618042, "loss_maskiou": 0.004248145734891295, "lr": 0.00035, "mask_rcnn/accuracy": 0.9012523191094619, "mask_rcnn/false_negative": 0.11107436696149912, "mask_rcnn/false_positive": 0.0825101923781013, "roi_head/num_bg_samples": 7.75, "roi_head/num_fg_samples": 5.5, "time": 0.5306311775001404, "total_loss": 1.1372804809361696}
{"data_time": 0.0026798785000892167, "eta_seconds": 845.3956942824935, "iteration": 2599, "loss_fcos_cls": 0.12103194743394852, "loss_fcos_ctr": 0.5948912799358368, "loss_fcos_loc": 0.18598879873752594, "loss_mask": 0.206171914935112, "loss_maskiou": 0.004166736733168364, "lr": 0.00035, "mask_rcnn/accuracy": 0.913796768707483, "mask_rcnn/false_negative": 0.10380848932004605, "mask_rcnn/false_positive": 0.057498630760585825, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.5, "time": 0.5371616284999163, "total_loss": 1.1046806174563244}
{"data_time": 0.002690282000003208, "eta_seconds": 834.8737720619648, "iteration": 2619, "loss_fcos_cls": 0.10911387577652931, "loss_fcos_ctr": 0.5924627780914307, "loss_fcos_loc": 0.16836795955896378, "loss_mask": 0.21422405540943146, "loss_maskiou": 0.003755250945687294, "lr": 0.00035, "mask_rcnn/accuracy": 0.9150722789115646, "mask_rcnn/false_negative": 0.09802703894512882, "mask_rcnn/false_positive": 0.06600659480447463, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 5.75, "time": 0.5331537785000364, "total_loss": 1.0926813266705722}
{"data_time": 0.002740704999951049, "eta_seconds": 824.4450425329068, "iteration": 2639, "loss_fcos_cls": 0.10818744450807571, "loss_fcos_ctr": 0.5948179960250854, "loss_fcos_loc": 0.1662464737892151, "loss_mask": 0.25975002348423004, "loss_maskiou": 0.006972992559894919, "lr": 0.00035, "mask_rcnn/accuracy": 0.8997596153846154, "mask_rcnn/false_negative": 0.11974953857609064, "mask_rcnn/false_positive": 0.06236922510713326, "roi_head/num_bg_samples": 7.25, "roi_head/num_fg_samples": 5.5, "time": 0.5365289085000313, "total_loss": 1.1317334095947444}
{"data_time": 0.002783005999958732, "eta_seconds": 814.5764748444907, "iteration": 2659, "loss_fcos_cls": 0.10275791957974434, "loss_fcos_ctr": 0.5890001058578491, "loss_fcos_loc": 0.17008384317159653, "loss_mask": 0.22791622579097748, "loss_maskiou": 0.00405099568888545, "lr": 0.00035, "mask_rcnn/accuracy": 0.9043956043956044, "mask_rcnn/false_negative": 0.10866850593282444, "mask_rcnn/false_positive": 0.065756373037383, "roi_head/num_bg_samples": 8.0, "roi_head/num_fg_samples": 5.5, "time": 0.5215184170000384, "total_loss": 1.089240034809336}
{"data_time": 0.0028822115001503334, "eta_seconds": 804.1107911264512, "iteration": 2679, "loss_fcos_cls": 0.12111231684684753, "loss_fcos_ctr": 0.5905463099479675, "loss_fcos_loc": 0.16957850754261017, "loss_mask": 0.20979522168636322, "loss_maskiou": 0.003655111650004983, "lr": 0.00035, "mask_rcnn/accuracy": 0.9137286324786325, "mask_rcnn/false_negative": 0.09838452866656996, "mask_rcnn/false_positive": 0.05673983589983206, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 5.5, "time": 0.5256374420000611, "total_loss": 1.1114480500109494}
{"data_time": 0.0028082505000384117, "eta_seconds": 793.4584256204067, "iteration": 2699, "loss_fcos_cls": 0.11952882260084152, "loss_fcos_ctr": 0.6022191941738129, "loss_fcos_loc": 0.17224201560020447, "loss_mask": 0.23629336059093475, "loss_maskiou": 0.005364569602534175, "lr": 0.00035, "mask_rcnn/accuracy": 0.8975934779506207, "mask_rcnn/false_negative": 0.12815598058022723, "mask_rcnn/false_positive": 0.060414433127847764, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.5, "time": 0.5176248034999844, "total_loss": 1.1331505953567103}
{"data_time": 0.0026862295000000813, "eta_seconds": 783.0441168149738, "iteration": 2719, "loss_fcos_cls": 0.10428726300597191, "loss_fcos_ctr": 0.5853029191493988, "loss_fcos_loc": 0.1609688475728035, "loss_mask": 0.22705023735761642, "loss_maskiou": 0.004580108681693673, "lr": 0.00035, "mask_rcnn/accuracy": 0.911281179138322, "mask_rcnn/false_negative": 0.10433048359140504, "mask_rcnn/false_positive": 0.07866543146060559, "roi_head/num_bg_samples": 6.0, "roi_head/num_fg_samples": 5.75, "time": 0.5295428399999764, "total_loss": 1.099110551760532}
{"data_time": 0.0025567985001089255, "eta_seconds": 772.2882736844912, "iteration": 2739, "loss_fcos_cls": 0.12610414624214172, "loss_fcos_ctr": 0.5961093902587891, "loss_fcos_loc": 0.158113993704319, "loss_mask": 0.22642113268375397, "loss_maskiou": 0.004339155042544007, "lr": 0.00035, "mask_rcnn/accuracy": 0.9018378942486085, "mask_rcnn/false_negative": 0.12096112115915676, "mask_rcnn/false_positive": 0.06125886909372579, "roi_head/num_bg_samples": 7.0, "roi_head/num_fg_samples": 6.0, "time": 0.5204414759999736, "total_loss": 1.1099811405874789}
{"data_time": 0.002763312000070073, "eta_seconds": 761.8950522149745, "iteration": 2759, "loss_fcos_cls": 0.10968999564647675, "loss_fcos_ctr": 0.5871623158454895, "loss_fcos_loc": 0.15497701615095139, "loss_mask": 0.21617107093334198, "loss_maskiou": 0.004010672215372324, "lr": 0.00035, "mask_rcnn/accuracy": 0.9075139146567719, "mask_rcnn/false_negative": 0.11282099869525732, "mask_rcnn/false_positive": 0.06938348026156364, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.5, "time": 0.5197689714999569, "total_loss": 1.0635103949462064}
{"data_time": 0.0027193535000833435, "eta_seconds": 750.8249163240473, "iteration": 2779, "loss_fcos_cls": 0.12379580363631248, "loss_fcos_ctr": 0.5884296596050262, "loss_fcos_loc": 0.16750849783420563, "loss_mask": 0.21575570851564407, "loss_maskiou": 0.0036999270087108016, "lr": 0.00035, "mask_rcnn/accuracy": 0.9067460317460317, "mask_rcnn/false_negative": 0.11916548278253668, "mask_rcnn/false_positive": 0.05861830019015696, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 6.0, "time": 0.5283602314999598, "total_loss": 1.097061162814498}
{"data_time": 0.0027683570000363034, "eta_seconds": 739.8513965773427, "iteration": 2799, "loss_fcos_cls": 0.09055504202842712, "loss_fcos_ctr": 0.5869896709918976, "loss_fcos_loc": 0.1495080143213272, "loss_mask": 0.1999339982867241, "loss_maskiou": 0.002935028518550098, "lr": 0.00035, "mask_rcnn/accuracy": 0.9239264455782313, "mask_rcnn/false_negative": 0.11467071708598181, "mask_rcnn/false_positive": 0.04758067696039507, "roi_head/num_bg_samples": 7.0, "roi_head/num_fg_samples": 5.5, "time": 0.5251688244999286, "total_loss": 1.055190902436152}
{"data_time": 0.0027807864998976584, "eta_seconds": 728.6866296634374, "iteration": 2819, "loss_fcos_cls": 0.10592332109808922, "loss_fcos_ctr": 0.6009490191936493, "loss_fcos_loc": 0.16191426664590836, "loss_mask": 0.223068006336689, "loss_maskiou": 0.004059682600200176, "lr": 0.00035, "mask_rcnn/accuracy": 0.9061340445269017, "mask_rcnn/false_negative": 0.10293415078545878, "mask_rcnn/false_positive": 0.0633006516415005, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 5.25, "time": 0.5268434394998849, "total_loss": 1.147610651794821}
{"data_time": 0.002716062499985128, "eta_seconds": 716.562578959075, "iteration": 2839, "loss_fcos_cls": 0.13488493859767914, "loss_fcos_ctr": 0.5888210833072662, "loss_fcos_loc": 0.16377878934144974, "loss_mask": 0.21174345165491104, "loss_maskiou": 0.005861725425347686, "lr": 0.00035, "mask_rcnn/accuracy": 0.9085538903061225, "mask_rcnn/false_negative": 0.11723375674625933, "mask_rcnn/false_positive": 0.060323160289625616, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 5.5, "time": 0.5293500634999191, "total_loss": 1.0930265362840146}
{"data_time": 0.0027589344999796594, "eta_seconds": 704.8891222965831, "iteration": 2859, "loss_fcos_cls": 0.09228263050317764, "loss_fcos_ctr": 0.5910545587539673, "loss_fcos_loc": 0.14245420694351196, "loss_mask": 0.22748079150915146, "loss_maskiou": 0.004694086033850908, "lr": 0.00035, "mask_rcnn/accuracy": 0.9034332482993197, "mask_rcnn/false_negative": 0.10841450959167609, "mask_rcnn/false_positive": 0.07369978478744928, "roi_head/num_bg_samples": 5.25, "roi_head/num_fg_samples": 5.75, "time": 0.5231867745000045, "total_loss": 1.0719499955885112}
{"data_time": 0.002698769999938122, "eta_seconds": 694.0124932535734, "iteration": 2879, "loss_fcos_cls": 0.12446228042244911, "loss_fcos_ctr": 0.5963705778121948, "loss_fcos_loc": 0.1938261315226555, "loss_mask": 0.2806536555290222, "loss_maskiou": 0.00876210955902934, "lr": 0.00035, "mask_rcnn/accuracy": 0.8821393140589568, "mask_rcnn/false_negative": 0.13473648833991872, "mask_rcnn/false_positive": 0.08771863708165946, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.75, "time": 0.49117751099993257, "total_loss": 1.249035679968074}
{"data_time": 0.002692435500080137, "eta_seconds": 683.5821298319577, "iteration": 2899, "loss_fcos_cls": 0.12370550632476807, "loss_fcos_ctr": 0.590836226940155, "loss_fcos_loc": 0.15971681475639343, "loss_mask": 0.2624613493680954, "loss_maskiou": 0.005548364017158747, "lr": 0.00035, "mask_rcnn/accuracy": 0.8947993970315399, "mask_rcnn/false_negative": 0.12066701680672269, "mask_rcnn/false_positive": 0.08157626917680537, "roi_head/num_bg_samples": 8.25, "roi_head/num_fg_samples": 5.5, "time": 0.5231845644999567, "total_loss": 1.1515111771877855}
{"data_time": 0.002781855499961239, "eta_seconds": 672.9984710506187, "iteration": 2919, "loss_fcos_cls": 0.12391190230846405, "loss_fcos_ctr": 0.5965672731399536, "loss_fcos_loc": 0.1743648499250412, "loss_mask": 0.2504070848226547, "loss_maskiou": 0.005629135528579354, "lr": 0.00035, "mask_rcnn/accuracy": 0.9010596546310832, "mask_rcnn/false_negative": 0.10687336048936158, "mask_rcnn/false_positive": 0.06354231618943917, "roi_head/num_bg_samples": 8.0, "roi_head/num_fg_samples": 6.0, "time": 0.5174017590001085, "total_loss": 1.1572285152506083}
{"data_time": 0.00273396300008244, "eta_seconds": 662.8375713765781, "iteration": 2939, "loss_fcos_cls": 0.13275739550590515, "loss_fcos_ctr": 0.5886447429656982, "loss_fcos_loc": 0.16458777338266373, "loss_mask": 0.22960957884788513, "loss_maskiou": 0.007314925780519843, "lr": 0.00035, "mask_rcnn/accuracy": 0.9071603000174429, "mask_rcnn/false_negative": 0.11573116633781955, "mask_rcnn/false_positive": 0.06010340868326841, "roi_head/num_bg_samples": 8.75, "roi_head/num_fg_samples": 5.5, "time": 0.5371088629999576, "total_loss": 1.132433108985424}
{"data_time": 0.0028114539999251065, "eta_seconds": 652.6157670219541, "iteration": 2959, "loss_fcos_cls": 0.11992952972650528, "loss_fcos_ctr": 0.5911977887153625, "loss_fcos_loc": 0.16373588144779205, "loss_mask": 0.23426243662834167, "loss_maskiou": 0.005853017792105675, "lr": 0.00035, "mask_rcnn/accuracy": 0.9142567254174396, "mask_rcnn/false_negative": 0.11183569953458725, "mask_rcnn/false_positive": 0.054781605332523575, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.25, "time": 0.5172803080000676, "total_loss": 1.1103544561192393}
{"data_time": 0.0027228980000018055, "eta_seconds": 643.5245084895117, "iteration": 2979, "loss_fcos_cls": 0.1277645006775856, "loss_fcos_ctr": 0.5891310572624207, "loss_fcos_loc": 0.16861338913440704, "loss_mask": 0.21855853497982025, "loss_maskiou": 0.003620940027758479, "lr": 0.00035, "mask_rcnn/accuracy": 0.9082212430426716, "mask_rcnn/false_negative": 0.1205573385588695, "mask_rcnn/false_positive": 0.06366053244093595, "roi_head/num_bg_samples": 6.0, "roi_head/num_fg_samples": 5.5, "time": 0.5349295544999677, "total_loss": 1.1071732605341822}
{"data_time": 0.0028956505000223842, "eta_seconds": 630.9772365500393, "iteration": 2999, "loss_fcos_cls": 0.10309188440442085, "loss_fcos_ctr": 0.5942673981189728, "loss_fcos_loc": 0.15112251788377762, "loss_mask": 0.20028771460056305, "loss_maskiou": 0.004222380346618593, "lr": 0.00035, "mask_rcnn/accuracy": 0.9129236516034985, "mask_rcnn/false_negative": 0.09871578577391152, "mask_rcnn/false_positive": 0.06749489001332987, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 5.5, "time": 0.5159598615001642, "total_loss": 1.0540235962253064}
{"data_time": 0.002895855500014477, "eta_seconds": 620.7860204565732, "iteration": 3019, "loss_fcos_cls": 0.12260273098945618, "loss_fcos_ctr": 0.5904482007026672, "loss_fcos_loc": 0.16669640690088272, "loss_mask": 0.23635661602020264, "loss_maskiou": 0.005427072523161769, "lr": 0.00035, "mask_rcnn/accuracy": 0.9068059916274203, "mask_rcnn/false_negative": 0.11152826646622876, "mask_rcnn/false_positive": 0.08116276211826193, "roi_head/num_bg_samples": 7.5, "roi_head/num_fg_samples": 6.0, "time": 0.5380254535000404, "total_loss": 1.1304802657105029}
{"data_time": 0.0027375309999797537, "eta_seconds": 609.8546218320896, "iteration": 3039, "loss_fcos_cls": 0.13413500785827637, "loss_fcos_ctr": 0.6007159352302551, "loss_fcos_loc": 0.16032712161540985, "loss_mask": 0.26905155181884766, "loss_maskiou": 0.005517035955563188, "lr": 0.00035, "mask_rcnn/accuracy": 0.8907161078717201, "mask_rcnn/false_negative": 0.13675512812012008, "mask_rcnn/false_positive": 0.08000079359800442, "roi_head/num_bg_samples": 8.5, "roi_head/num_fg_samples": 5.75, "time": 0.4993906890000517, "total_loss": 1.174396662041545}
{"data_time": 0.002868412999987413, "eta_seconds": 598.7451623333834, "iteration": 3059, "loss_fcos_cls": 0.1318570226430893, "loss_fcos_ctr": 0.5933533310890198, "loss_fcos_loc": 0.14451873302459717, "loss_mask": 0.24698824435472488, "loss_maskiou": 0.003933375468477607, "lr": 0.00035, "mask_rcnn/accuracy": 0.8970895176252319, "mask_rcnn/false_negative": 0.1037135021021718, "mask_rcnn/false_positive": 0.07972656430234876, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.75, "time": 0.5199064399998861, "total_loss": 1.137578824418597}
{"data_time": 0.0028004974999475962, "eta_seconds": 588.8143732585238, "iteration": 3079, "loss_fcos_cls": 0.1185479648411274, "loss_fcos_ctr": 0.5930386483669281, "loss_fcos_loc": 0.16402611881494522, "loss_mask": 0.21192873269319534, "loss_maskiou": 0.005129534751176834, "lr": 0.00035, "mask_rcnn/accuracy": 0.903713474025974, "mask_rcnn/false_negative": 0.10455779157404402, "mask_rcnn/false_positive": 0.05235859466319534, "roi_head/num_bg_samples": 8.25, "roi_head/num_fg_samples": 6.0, "time": 0.530986342999995, "total_loss": 1.113405738491565}
{"data_time": 0.0027682319998802996, "eta_seconds": 578.1877415624944, "iteration": 3099, "loss_fcos_cls": 0.11288157477974892, "loss_fcos_ctr": 0.5810251235961914, "loss_fcos_loc": 0.15363792330026627, "loss_mask": 0.2137148305773735, "loss_maskiou": 0.005932695465162396, "lr": 0.00035, "mask_rcnn/accuracy": 0.9099184545613117, "mask_rcnn/false_negative": 0.09666759557261445, "mask_rcnn/false_positive": 0.07446202365020774, "roi_head/num_bg_samples": 7.25, "roi_head/num_fg_samples": 6.0, "time": 0.5061737319999793, "total_loss": 1.0903678588801995}
{"data_time": 0.002743631999919671, "eta_seconds": 566.9807148784535, "iteration": 3119, "loss_fcos_cls": 0.12943138927221298, "loss_fcos_ctr": 0.5968029499053955, "loss_fcos_loc": 0.1427001953125, "loss_mask": 0.20992586016654968, "loss_maskiou": 0.0067692112643271685, "lr": 0.00035, "mask_rcnn/accuracy": 0.9175497121925693, "mask_rcnn/false_negative": 0.09964100691594935, "mask_rcnn/false_positive": 0.06838033445420587, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.5, "time": 0.5113527930000146, "total_loss": 1.0629375897115096}
{"data_time": 0.002851091000025008, "eta_seconds": 555.745909327989, "iteration": 3139, "loss_fcos_cls": 0.12364369258284569, "loss_fcos_ctr": 0.5995669364929199, "loss_fcos_loc": 0.1506776660680771, "loss_mask": 0.2061185985803604, "loss_maskiou": 0.004401468439027667, "lr": 0.00035, "mask_rcnn/accuracy": 0.9116982507288629, "mask_rcnn/false_negative": 0.10407038575638769, "mask_rcnn/false_positive": 0.055758024699434805, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 6.0, "time": 0.5180837114999122, "total_loss": 1.112903219414875}
{"data_time": 0.002791208500070752, "eta_seconds": 545.0757161564578, "iteration": 3159, "loss_fcos_cls": 0.09237122908234596, "loss_fcos_ctr": 0.5903625786304474, "loss_fcos_loc": 0.13838283717632294, "loss_mask": 0.1988822966814041, "loss_maskiou": 0.0031809762585908175, "lr": 0.00035, "mask_rcnn/accuracy": 0.9224307580174927, "mask_rcnn/false_negative": 0.0984670087135978, "mask_rcnn/false_positive": 0.05336692318772428, "roi_head/num_bg_samples": 6.0, "roi_head/num_fg_samples": 5.25, "time": 0.5202604630001133, "total_loss": 1.036691856221296}
{"data_time": 0.0027912504999676457, "eta_seconds": 534.9226426360452, "iteration": 3179, "loss_fcos_cls": 0.09674617648124695, "loss_fcos_ctr": 0.5939202010631561, "loss_fcos_loc": 0.1756657510995865, "loss_mask": 0.2311946600675583, "loss_maskiou": 0.004754034336656332, "lr": 0.00035, "mask_rcnn/accuracy": 0.9037308673469389, "mask_rcnn/false_negative": 0.10161751713276257, "mask_rcnn/false_positive": 0.07742893075597586, "roi_head/num_bg_samples": 5.25, "roi_head/num_fg_samples": 5.25, "time": 0.5280132804999766, "total_loss": 1.1162799270823598}
{"data_time": 0.0028458694999926593, "eta_seconds": 524.7971363634593, "iteration": 3199, "loss_fcos_cls": 0.09595489874482155, "loss_fcos_ctr": 0.584240049123764, "loss_fcos_loc": 0.15355370938777924, "loss_mask": 0.19581123441457748, "loss_maskiou": 0.004088433226570487, "lr": 0.00035, "mask_rcnn/accuracy": 0.922058596165739, "mask_rcnn/false_negative": 0.0989307938386568, "mask_rcnn/false_positive": 0.05556105385297932, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 4.5, "time": 0.5227541555000244, "total_loss": 1.063076180871576}
{"data_time": 0.002785478000078001, "eta_seconds": 513.8107682309939, "iteration": 3219, "loss_fcos_cls": 0.10370238125324249, "loss_fcos_ctr": 0.5897570848464966, "loss_fcos_loc": 0.13837910443544388, "loss_mask": 0.20956823229789734, "loss_maskiou": 0.0036021077539771795, "lr": 0.00035, "mask_rcnn/accuracy": 0.9136337868480726, "mask_rcnn/false_negative": 0.10607746327377157, "mask_rcnn/false_positive": 0.05570238047578444, "roi_head/num_bg_samples": 6.0, "roi_head/num_fg_samples": 5.0, "time": 0.528760205499907, "total_loss": 1.0376111615914851}
{"data_time": 0.002931107000108568, "eta_seconds": 504.26497165898274, "iteration": 3239, "loss_fcos_cls": 0.07505012303590775, "loss_fcos_ctr": 0.5876730680465698, "loss_fcos_loc": 0.1344423145055771, "loss_mask": 0.22336091846227646, "loss_maskiou": 0.004541168687865138, "lr": 0.00035, "mask_rcnn/accuracy": 0.9130102040816327, "mask_rcnn/false_negative": 0.11580875275347738, "mask_rcnn/false_positive": 0.0671482626149572, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.0, "time": 0.53572494250011, "total_loss": 1.0227805537870154}
{"data_time": 0.0028807989999677375, "eta_seconds": 493.99454312345756, "iteration": 3259, "loss_fcos_cls": 0.09271771088242531, "loss_fcos_ctr": 0.5874351859092712, "loss_fcos_loc": 0.15291234105825424, "loss_mask": 0.19557516276836395, "loss_maskiou": 0.0024572021793574095, "lr": 0.00035, "mask_rcnn/accuracy": 0.9147534013605443, "mask_rcnn/false_negative": 0.08678300336720357, "mask_rcnn/false_positive": 0.053326309352004456, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.5, "time": 0.5289968570000383, "total_loss": 1.0803749059559777}
{"data_time": 0.002643641499957994, "eta_seconds": 482.8553072834626, "iteration": 3279, "loss_fcos_cls": 0.11014468222856522, "loss_fcos_ctr": 0.5971125662326813, "loss_fcos_loc": 0.16467183828353882, "loss_mask": 0.19754738360643387, "loss_maskiou": 0.004046306712552905, "lr": 0.00035, "mask_rcnn/accuracy": 0.9195095083487941, "mask_rcnn/false_negative": 0.0916519809362081, "mask_rcnn/false_positive": 0.06368101778956309, "roi_head/num_bg_samples": 4.75, "roi_head/num_fg_samples": 5.0, "time": 0.5157732014999965, "total_loss": 1.0808437231462449}
{"data_time": 0.0026908389999107385, "eta_seconds": 472.8785528114478, "iteration": 3299, "loss_fcos_cls": 0.10272321850061417, "loss_fcos_ctr": 0.5882684290409088, "loss_fcos_loc": 0.14700553566217422, "loss_mask": 0.19659124314785004, "loss_maskiou": 0.004096071468666196, "lr": 0.00035, "mask_rcnn/accuracy": 0.9131720957613815, "mask_rcnn/false_negative": 0.11881675009772151, "mask_rcnn/false_positive": 0.05502704191077265, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 5.5, "time": 0.531253485000093, "total_loss": 1.039414749480784}
{"data_time": 0.002534566999997878, "eta_seconds": 462.71744255643534, "iteration": 3319, "loss_fcos_cls": 0.09766421839594841, "loss_fcos_ctr": 0.5929045379161835, "loss_fcos_loc": 0.14549411088228226, "loss_mask": 0.18183784931898117, "loss_maskiou": 0.0031298683024942875, "lr": 0.00035, "mask_rcnn/accuracy": 0.9240185657596371, "mask_rcnn/false_negative": 0.09638937118006374, "mask_rcnn/false_positive": 0.05913388831551156, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.0, "time": 0.5215533764999236, "total_loss": 1.0518120808992535}
{"data_time": 0.0027982095000425034, "eta_seconds": 452.3117315115396, "iteration": 3339, "loss_fcos_cls": 0.07896383479237556, "loss_fcos_ctr": 0.5843149125576019, "loss_fcos_loc": 0.11961300671100616, "loss_mask": 0.1911814585328102, "loss_maskiou": 0.002513812854886055, "lr": 0.00035, "mask_rcnn/accuracy": 0.9182610544217686, "mask_rcnn/false_negative": 0.09630758364860814, "mask_rcnn/false_positive": 0.060990590698561345, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 5.0, "time": 0.5323595795000529, "total_loss": 1.0056882626377046}
{"data_time": 0.0027202415001283953, "eta_seconds": 441.7087050964383, "iteration": 3359, "loss_fcos_cls": 0.09581809490919113, "loss_fcos_ctr": 0.5843711793422699, "loss_fcos_loc": 0.12987858802080154, "loss_mask": 0.17241587489843369, "loss_maskiou": 0.002561679226346314, "lr": 0.00035, "mask_rcnn/accuracy": 0.9255102040816326, "mask_rcnn/false_negative": 0.08776734779277565, "mask_rcnn/false_positive": 0.05090558596039754, "roi_head/num_bg_samples": 3.0, "roi_head/num_fg_samples": 5.0, "time": 0.5161987904998568, "total_loss": 1.0043514996068552}
{"data_time": 0.0027103145000637596, "eta_seconds": 431.41253498797323, "iteration": 3379, "loss_fcos_cls": 0.08605049550533295, "loss_fcos_ctr": 0.5935149490833282, "loss_fcos_loc": 0.14877934753894806, "loss_mask": 0.19488750398159027, "loss_maskiou": 0.0033101742155849934, "lr": 0.00035, "mask_rcnn/accuracy": 0.9173537718658893, "mask_rcnn/false_negative": 0.10022022235156516, "mask_rcnn/false_positive": 0.05167398232206332, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 5.0, "time": 0.5296400419999827, "total_loss": 1.0325933558342513}
{"data_time": 0.00269032649998735, "eta_seconds": 421.7151181906172, "iteration": 3399, "loss_fcos_cls": 0.08382800221443176, "loss_fcos_ctr": 0.5902124345302582, "loss_fcos_loc": 0.1337919756770134, "loss_mask": 0.18450003862380981, "loss_maskiou": 0.004165327176451683, "lr": 0.00035, "mask_rcnn/accuracy": 0.9212168040293041, "mask_rcnn/false_negative": 0.09413150305155574, "mask_rcnn/false_positive": 0.05157980791621526, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.0, "time": 0.5355474600000889, "total_loss": 0.9905978811439127}
{"data_time": 0.0029371949999585922, "eta_seconds": 410.50028731249756, "iteration": 3419, "loss_fcos_cls": 0.08566072583198547, "loss_fcos_ctr": 0.589331328868866, "loss_fcos_loc": 0.11784853413701057, "loss_mask": 0.16027668118476868, "loss_maskiou": 0.0024659059708938003, "lr": 0.00035, "mask_rcnn/accuracy": 0.9325246925693353, "mask_rcnn/false_negative": 0.07589941435319517, "mask_rcnn/false_positive": 0.0551192117605218, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.25, "time": 0.5190563030000703, "total_loss": 0.9588006431004032}
{"data_time": 0.002731839000034597, "eta_seconds": 399.260191405427, "iteration": 3439, "loss_fcos_cls": 0.08355671539902687, "loss_fcos_ctr": 0.591966301202774, "loss_fcos_loc": 0.14631296694278717, "loss_mask": 0.17226455360651016, "loss_maskiou": 0.002167617087252438, "lr": 0.00035, "mask_rcnn/accuracy": 0.9279568645640075, "mask_rcnn/false_negative": 0.07367612350993269, "mask_rcnn/false_positive": 0.05987454869648039, "roi_head/num_bg_samples": 4.25, "roi_head/num_fg_samples": 4.5, "time": 0.48674253949980084, "total_loss": 0.9950778193306178}
{"data_time": 0.0027495189999626746, "eta_seconds": 388.9214730375139, "iteration": 3459, "loss_fcos_cls": 0.09217064827680588, "loss_fcos_ctr": 0.587706446647644, "loss_fcos_loc": 0.14514806121587753, "loss_mask": 0.15501952171325684, "loss_maskiou": 0.002706963336095214, "lr": 0.00035, "mask_rcnn/accuracy": 0.9347363945578231, "mask_rcnn/false_negative": 0.08078301484036347, "mask_rcnn/false_positive": 0.05038455620342618, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.0, "time": 0.525926292999884, "total_loss": 0.9937891208101064}
{"data_time": 0.002778611999929126, "eta_seconds": 378.9252447644093, "iteration": 3479, "loss_fcos_cls": 0.07516496255993843, "loss_fcos_ctr": 0.5867550075054169, "loss_fcos_loc": 0.137943796813488, "loss_mask": 0.15943385660648346, "loss_maskiou": 0.003584700054489076, "lr": 0.00035, "mask_rcnn/accuracy": 0.93125, "mask_rcnn/false_negative": 0.08150534939250426, "mask_rcnn/false_positive": 0.053479266649593016, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 4.5, "time": 0.5294542034998813, "total_loss": 0.9890075373696163}
{"data_time": 0.0025414350000119157, "eta_seconds": 368.25844807153226, "iteration": 3499, "loss_fcos_cls": 0.07902703061699867, "loss_fcos_ctr": 0.5850244462490082, "loss_fcos_loc": 0.13475612550973892, "loss_mask": 0.16547080129384995, "loss_maskiou": 0.0032691771630197763, "lr": 0.00035, "mask_rcnn/accuracy": 0.929238172541744, "mask_rcnn/false_negative": 0.08062421637112663, "mask_rcnn/false_positive": 0.05602269896760326, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 4.75, "time": 0.5134033745000579, "total_loss": 0.9802748744841665}
{"data_time": 0.002794365999989168, "eta_seconds": 357.81005978989424, "iteration": 3519, "loss_fcos_cls": 0.09543367475271225, "loss_fcos_ctr": 0.589905858039856, "loss_fcos_loc": 0.12952154874801636, "loss_mask": 0.15705733746290207, "loss_maskiou": 0.001852506771683693, "lr": 0.00035, "mask_rcnn/accuracy": 0.9339467930029155, "mask_rcnn/false_negative": 0.07783206051930867, "mask_rcnn/false_positive": 0.05051195012629028, "roi_head/num_bg_samples": 2.75, "roi_head/num_fg_samples": 4.25, "time": 0.5283966965000673, "total_loss": 1.0021694189636037}
{"data_time": 0.0027273834998595703, "eta_seconds": 347.2451272115304, "iteration": 3539, "loss_fcos_cls": 0.0788671001791954, "loss_fcos_ctr": 0.5860236585140228, "loss_fcos_loc": 0.1246005967259407, "loss_mask": 0.16437868028879166, "loss_maskiou": 0.0024466930190101266, "lr": 0.00035, "mask_rcnn/accuracy": 0.9304528061224491, "mask_rcnn/false_negative": 0.07679075433545458, "mask_rcnn/false_positive": 0.05717880987273726, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.25, "time": 0.5169053385002371, "total_loss": 0.9476687253045384}
{"data_time": 0.0026068954998663685, "eta_seconds": 336.43544428751204, "iteration": 3559, "loss_fcos_cls": 0.09241155534982681, "loss_fcos_ctr": 0.5866789519786835, "loss_fcos_loc": 0.13102193176746368, "loss_mask": 0.17137465626001358, "loss_maskiou": 0.003154243458993733, "lr": 0.00035, "mask_rcnn/accuracy": 0.9289814139941691, "mask_rcnn/false_negative": 0.08252158210059791, "mask_rcnn/false_positive": 0.06244199575215558, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.25, "time": 0.5153540899998461, "total_loss": 0.9736968942452222}
{"data_time": 0.0028909545001170045, "eta_seconds": 325.5172887195009, "iteration": 3579, "loss_fcos_cls": 0.09968395531177521, "loss_fcos_ctr": 0.5871900320053101, "loss_fcos_loc": 0.12537718191742897, "loss_mask": 0.1657755970954895, "loss_maskiou": 0.0032821333734318614, "lr": 0.00035, "mask_rcnn/accuracy": 0.9308832908163265, "mask_rcnn/false_negative": 0.08579037768267675, "mask_rcnn/false_positive": 0.05514466843178851, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.0, "time": 0.521381121000104, "total_loss": 1.0224421917228028}
{"data_time": 0.0027424244999565417, "eta_seconds": 314.64482768700225, "iteration": 3599, "loss_fcos_cls": 0.08167486265301704, "loss_fcos_ctr": 0.5842777192592621, "loss_fcos_loc": 0.1359667181968689, "loss_mask": 0.1556675136089325, "loss_maskiou": 0.002413030480965972, "lr": 0.00035, "mask_rcnn/accuracy": 0.9356930272108843, "mask_rcnn/false_negative": 0.06093098456641196, "mask_rcnn/false_positive": 0.06334956138274948, "roi_head/num_bg_samples": 4.25, "roi_head/num_fg_samples": 5.0, "time": 0.5252403940000931, "total_loss": 0.9729327281238511}
{"data_time": 0.0028229099998497986, "eta_seconds": 303.97652478544023, "iteration": 3619, "loss_fcos_cls": 0.08658324182033539, "loss_fcos_ctr": 0.5883854627609253, "loss_fcos_loc": 0.12415673583745956, "loss_mask": 0.17412717640399933, "loss_maskiou": 0.005045955302193761, "lr": 0.00035, "mask_rcnn/accuracy": 0.9264668367346939, "mask_rcnn/false_negative": 0.0944887936602824, "mask_rcnn/false_positive": 0.05338624085862265, "roi_head/num_bg_samples": 4.25, "roi_head/num_fg_samples": 5.0, "time": 0.5237064259999897, "total_loss": 0.9746576584875584}
{"data_time": 0.002764356500165377, "eta_seconds": 292.968472400962, "iteration": 3639, "loss_fcos_cls": 0.0965278297662735, "loss_fcos_ctr": 0.5938524603843689, "loss_fcos_loc": 0.1393018588423729, "loss_mask": 0.16764087975025177, "loss_maskiou": 0.0036783269606530666, "lr": 0.00035, "mask_rcnn/accuracy": 0.928665642393321, "mask_rcnn/false_negative": 0.0759741595092813, "mask_rcnn/false_positive": 0.0576563657622466, "roi_head/num_bg_samples": 4.75, "roi_head/num_fg_samples": 5.5, "time": 0.5096685680000519, "total_loss": 0.9913757917238399}
{"data_time": 0.002791236000120989, "eta_seconds": 282.550663553968, "iteration": 3659, "loss_fcos_cls": 0.07086360082030296, "loss_fcos_ctr": 0.5938324630260468, "loss_fcos_loc": 0.15440987795591354, "loss_mask": 0.1683628261089325, "loss_maskiou": 0.0024064528988674283, "lr": 0.00035, "mask_rcnn/accuracy": 0.9297831632653062, "mask_rcnn/false_negative": 0.06748760764012249, "mask_rcnn/false_positive": 0.057101984479342276, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 5.0, "time": 0.5237372224999035, "total_loss": 0.9937072633183561}
{"data_time": 0.0028216879998126387, "eta_seconds": 272.0794547609647, "iteration": 3679, "loss_fcos_cls": 0.09558534994721413, "loss_fcos_ctr": 0.5846559405326843, "loss_fcos_loc": 0.139018215239048, "loss_mask": 0.15084559470415115, "loss_maskiou": 0.0023911979515105486, "lr": 0.00035, "mask_rcnn/accuracy": 0.9372266763848396, "mask_rcnn/false_negative": 0.06544221855785282, "mask_rcnn/false_positive": 0.052436820743502546, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 5.5, "time": 0.5194625210001504, "total_loss": 0.9673157153883949}
{"data_time": 0.0029259054999783984, "eta_seconds": 261.58122646648087, "iteration": 3699, "loss_fcos_cls": 0.0886855386197567, "loss_fcos_ctr": 0.5801416039466858, "loss_fcos_loc": 0.1178901456296444, "loss_mask": 0.1586655154824257, "loss_maskiou": 0.0025849700905382633, "lr": 0.00035, "mask_rcnn/accuracy": 0.9327458256029685, "mask_rcnn/false_negative": 0.06363453297712095, "mask_rcnn/false_positive": 0.06902077772140318, "roi_head/num_bg_samples": 3.75, "roi_head/num_fg_samples": 4.0, "time": 0.5150217574998806, "total_loss": 0.948052056832239}
{"data_time": 0.0028279464997922332, "eta_seconds": 251.0411991750018, "iteration": 3719, "loss_fcos_cls": 0.06789889186620712, "loss_fcos_ctr": 0.5893227458000183, "loss_fcos_loc": 0.1410001590847969, "loss_mask": 0.15731853246688843, "loss_maskiou": 0.003448824631050229, "lr": 0.00035, "mask_rcnn/accuracy": 0.9367199764521192, "mask_rcnn/false_negative": 0.0708904928905877, "mask_rcnn/false_positive": 0.0479258872651357, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 5.0, "time": 0.5239710989999367, "total_loss": 0.9571770685724914}
{"data_time": 0.002752881500100557, "eta_seconds": 240.60289567500172, "iteration": 3739, "loss_fcos_cls": 0.08706210553646088, "loss_fcos_ctr": 0.587010383605957, "loss_fcos_loc": 0.130165733397007, "loss_mask": 0.15381450206041336, "loss_maskiou": 0.00264429347589612, "lr": 0.00035, "mask_rcnn/accuracy": 0.9339285714285714, "mask_rcnn/false_negative": 0.07231046424905666, "mask_rcnn/false_positive": 0.06171610898671662, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 5.0, "time": 0.5262389229999371, "total_loss": 0.9629701448138803}
{"data_time": 0.0027454470000520814, "eta_seconds": 230.16459217500164, "iteration": 3759, "loss_fcos_cls": 0.09635409340262413, "loss_fcos_ctr": 0.5933057367801666, "loss_fcos_loc": 0.13137080520391464, "loss_mask": 0.14568635076284409, "loss_maskiou": 0.0028145089745521545, "lr": 0.00035, "mask_rcnn/accuracy": 0.9370960884353741, "mask_rcnn/false_negative": 0.06918442873497217, "mask_rcnn/false_positive": 0.054985496489071264, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 5.0, "time": 0.5220641539999633, "total_loss": 0.973771597375162}
{"data_time": 0.0026470814998447167, "eta_seconds": 219.72628867500157, "iteration": 3779, "loss_fcos_cls": 0.09882676601409912, "loss_fcos_ctr": 0.5884849727153778, "loss_fcos_loc": 0.1204492375254631, "loss_mask": 0.16671211272478104, "loss_maskiou": 0.0031068712705746293, "lr": 0.00035, "mask_rcnn/accuracy": 0.9302914347557205, "mask_rcnn/false_negative": 0.07517714623843154, "mask_rcnn/false_positive": 0.0632100012289619, "roi_head/num_bg_samples": 5.0, "roi_head/num_fg_samples": 4.5, "time": 0.5286384924997947, "total_loss": 0.9718377792742103}
{"data_time": 0.0027874249999513268, "eta_seconds": 209.3694048164847, "iteration": 3799, "loss_fcos_cls": 0.08109480142593384, "loss_fcos_ctr": 0.5841392576694489, "loss_fcos_loc": 0.1337600126862526, "loss_mask": 0.1577901989221573, "loss_maskiou": 0.002112985821440816, "lr": 0.00035, "mask_rcnn/accuracy": 0.9348072562358276, "mask_rcnn/false_negative": 0.07037657477615157, "mask_rcnn/false_positive": 0.04766320279143481, "roi_head/num_bg_samples": 3.0, "roi_head/num_fg_samples": 4.5, "time": 0.532240641000044, "total_loss": 0.9792719432152808}
{"data_time": 0.0027157414999692264, "eta_seconds": 198.90293366397452, "iteration": 3819, "loss_fcos_cls": 0.08432808890938759, "loss_fcos_ctr": 0.586859941482544, "loss_fcos_loc": 0.13047076761722565, "loss_mask": 0.15167705714702606, "loss_maskiou": 0.0029778307070955634, "lr": 0.00035, "mask_rcnn/accuracy": 0.9376275510204082, "mask_rcnn/false_negative": 0.0675352770909968, "mask_rcnn/false_positive": 0.05677975259621866, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 5.0, "time": 0.5244869494999875, "total_loss": 0.9634954562643543}
{"data_time": 0.00281835000009778, "eta_seconds": 188.40933437344574, "iteration": 3839, "loss_fcos_cls": 0.08366437628865242, "loss_fcos_ctr": 0.5889017879962921, "loss_fcos_loc": 0.1149996928870678, "loss_mask": 0.1572723463177681, "loss_maskiou": 0.001802199985831976, "lr": 0.00035, "mask_rcnn/accuracy": 0.9341836734693878, "mask_rcnn/false_negative": 0.07457852479826788, "mask_rcnn/false_positive": 0.05857957241609275, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 4.25, "time": 0.5161454315000356, "total_loss": 0.9718515040003695}
{"data_time": 0.002970706500036613, "eta_seconds": 177.9301574380205, "iteration": 3859, "loss_fcos_cls": 0.0763542465865612, "loss_fcos_ctr": 0.5871651768684387, "loss_fcos_loc": 0.11278627067804337, "loss_mask": 0.13212072849273682, "loss_maskiou": 0.0022529332200065255, "lr": 0.00035, "mask_rcnn/accuracy": 0.9453694424198251, "mask_rcnn/false_negative": 0.05838800279204427, "mask_rcnn/false_positive": 0.05305995468473017, "roi_head/num_bg_samples": 2.5, "roi_head/num_fg_samples": 4.5, "time": 0.5180905735001033, "total_loss": 0.9356423831777647}
{"data_time": 0.0026598654999361315, "eta_seconds": 167.47723625850028, "iteration": 3879, "loss_fcos_cls": 0.09111635386943817, "loss_fcos_ctr": 0.5873590409755707, "loss_fcos_loc": 0.11713334918022156, "loss_mask": 0.1468750461935997, "loss_maskiou": 0.00271515769418329, "lr": 0.00035, "mask_rcnn/accuracy": 0.9355867346938775, "mask_rcnn/false_negative": 0.06709904497932817, "mask_rcnn/false_positive": 0.046933493832826426, "roi_head/num_bg_samples": 5.5, "roi_head/num_fg_samples": 4.75, "time": 0.5083613639999385, "total_loss": 0.9546666487585753}
{"data_time": 0.0029047719999653054, "eta_seconds": 157.06617428246648, "iteration": 3899, "loss_fcos_cls": 0.09825355932116508, "loss_fcos_ctr": 0.5848057568073273, "loss_fcos_loc": 0.12758389860391617, "loss_mask": 0.15673764795064926, "loss_maskiou": 0.002545719617046416, "lr": 0.00035, "mask_rcnn/accuracy": 0.934311224489796, "mask_rcnn/false_negative": 0.07526617020708695, "mask_rcnn/false_positive": 0.0626102078080167, "roi_head/num_bg_samples": 4.25, "roi_head/num_fg_samples": 4.75, "time": 0.5293250959998659, "total_loss": 0.9810434968676418}
{"data_time": 0.002830228499988152, "eta_seconds": 146.6298836324687, "iteration": 3919, "loss_fcos_cls": 0.0890582837164402, "loss_fcos_ctr": 0.5903141796588898, "loss_fcos_loc": 0.12946854531764984, "loss_mask": 0.16130650788545609, "loss_maskiou": 0.0029926850693300366, "lr": 0.00035, "mask_rcnn/accuracy": 0.9356221655328798, "mask_rcnn/false_negative": 0.08161192467926427, "mask_rcnn/false_positive": 0.05427170868347339, "roi_head/num_bg_samples": 5.75, "roi_head/num_fg_samples": 5.0, "time": 0.5181674405000649, "total_loss": 0.9995878199115396}
{"data_time": 0.0028953739999906247, "eta_seconds": 136.19214834749698, "iteration": 3939, "loss_fcos_cls": 0.09487605094909668, "loss_fcos_ctr": 0.590882807970047, "loss_fcos_loc": 0.127023383975029, "loss_mask": 0.14075958728790283, "loss_maskiou": 0.0035025656688958406, "lr": 0.00035, "mask_rcnn/accuracy": 0.9416961386827458, "mask_rcnn/false_negative": 0.06001857066440589, "mask_rcnn/false_positive": 0.05764975400988714, "roi_head/num_bg_samples": 4.75, "roi_head/num_fg_samples": 5.0, "time": 0.5326722785000584, "total_loss": 0.9542841012589633}
{"data_time": 0.002822320499944908, "eta_seconds": 125.78019275346378, "iteration": 3959, "loss_fcos_cls": 0.08141710236668587, "loss_fcos_ctr": 0.5901201963424683, "loss_fcos_loc": 0.13776228576898575, "loss_mask": 0.18903610110282898, "loss_maskiou": 0.005183383822441101, "lr": 0.00035, "mask_rcnn/accuracy": 0.9194922760770975, "mask_rcnn/false_negative": 0.07090846047156726, "mask_rcnn/false_positive": 0.06535303199707485, "roi_head/num_bg_samples": 4.0, "roi_head/num_fg_samples": 4.5, "time": 0.5231138569999985, "total_loss": 1.0269527087220922}
{"data_time": 0.002750128000116092, "eta_seconds": 115.34200248346679, "iteration": 3979, "loss_fcos_cls": 0.11592793092131615, "loss_fcos_ctr": 0.5873702764511108, "loss_fcos_loc": 0.17331218719482422, "loss_mask": 0.3329416513442993, "loss_maskiou": 0.01706126146018505, "lr": 0.00035, "mask_rcnn/accuracy": 0.8540527818270165, "mask_rcnn/false_negative": 0.12714168572784945, "mask_rcnn/false_positive": 0.10191115163752833, "roi_head/num_bg_samples": 6.5, "roi_head/num_fg_samples": 5.5, "time": 0.5298221939999621, "total_loss": 1.2848067302256823}
{"data_time": 0.0028067730002021563, "eta_seconds": 104.93304374398656, "iteration": 3999, "loss_fcos_cls": 0.13480649143457413, "loss_fcos_ctr": 0.5892741978168488, "loss_fcos_loc": 0.1738143265247345, "loss_mask": 0.31250953674316406, "loss_maskiou": 0.00947857229039073, "lr": 0.00035, "mask_rcnn/accuracy": 0.8726499690785405, "mask_rcnn/false_negative": 0.16581220748125763, "mask_rcnn/false_positive": 0.11928869272181153, "roi_head/num_bg_samples": 10.0, "roi_head/num_fg_samples": 6.75, "time": 0.5243427455000074, "total_loss": 1.2210909160785377}
{"data_time": 0.002750197500063223, "eta_seconds": 94.44973512098909, "iteration": 4019, "loss_fcos_cls": 0.13937606662511826, "loss_fcos_ctr": 0.596288800239563, "loss_fcos_loc": 0.16988322138786316, "loss_mask": 0.2637075334787369, "loss_maskiou": 0.00747697870247066, "lr": 0.00035, "mask_rcnn/accuracy": 0.9005837912087913, "mask_rcnn/false_negative": 0.11036288131033908, "mask_rcnn/false_positive": 0.10379586943673466, "roi_head/num_bg_samples": 8.5, "roi_head/num_fg_samples": 5.5, "time": 0.5349814705000426, "total_loss": 1.1796120493672788}
{"data_time": 0.0027882530000624683, "eta_seconds": 84.04158341250218, "iteration": 4039, "loss_fcos_cls": 0.1087254025042057, "loss_fcos_ctr": 0.595835953950882, "loss_fcos_loc": 0.18897589296102524, "loss_mask": 0.23682156950235367, "loss_maskiou": 0.004297737265005708, "lr": 0.00035, "mask_rcnn/accuracy": 0.8943231513384574, "mask_rcnn/false_negative": 0.0861673314123696, "mask_rcnn/false_positive": 0.11567382721842355, "roi_head/num_bg_samples": 7.75, "roi_head/num_fg_samples": 5.5, "time": 0.5158989525000379, "total_loss": 1.1439717930043116}
{"data_time": 0.002742080999951213, "eta_seconds": 73.61866852649462, "iteration": 4059, "loss_fcos_cls": 0.10695448517799377, "loss_fcos_ctr": 0.5910772383213043, "loss_fcos_loc": 0.16209091991186142, "loss_mask": 0.1969241425395012, "loss_maskiou": 0.006970312912017107, "lr": 0.00035, "mask_rcnn/accuracy": 0.9197539811379096, "mask_rcnn/false_negative": 0.09670138486961277, "mask_rcnn/false_positive": 0.08053246770368948, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 5.25, "time": 0.5229437410000628, "total_loss": 1.0777026042342186}
{"data_time": 0.0027558224999211234, "eta_seconds": 63.15038139849389, "iteration": 4079, "loss_fcos_cls": 0.08989094942808151, "loss_fcos_ctr": 0.5847824215888977, "loss_fcos_loc": 0.13389286398887634, "loss_mask": 0.20062967389822006, "loss_maskiou": 0.0049214528407901525, "lr": 0.00035, "mask_rcnn/accuracy": 0.9183142006802721, "mask_rcnn/false_negative": 0.0917845843952183, "mask_rcnn/false_positive": 0.0701933771522531, "roi_head/num_bg_samples": 5.75, "roi_head/num_fg_samples": 5.5, "time": 0.5186947190002229, "total_loss": 1.0509324765298516}
{"data_time": 0.0026913460001196654, "eta_seconds": 52.727549343993246, "iteration": 4099, "loss_fcos_cls": 0.0956251360476017, "loss_fcos_ctr": 0.5965771675109863, "loss_fcos_loc": 0.1441953182220459, "loss_mask": 0.19813501089811325, "loss_maskiou": 0.004386297659948468, "lr": 0.00035, "mask_rcnn/accuracy": 0.9188350340136054, "mask_rcnn/false_negative": 0.08707122708557023, "mask_rcnn/false_positive": 0.06825244151915988, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 6.0, "time": 0.5291128544999992, "total_loss": 1.0096537856152281}
{"data_time": 0.0028347084999040817, "eta_seconds": 42.32348856450949, "iteration": 4119, "loss_fcos_cls": 0.10604539141058922, "loss_fcos_ctr": 0.5887699723243713, "loss_fcos_loc": 0.14831649512052536, "loss_mask": 0.19179359078407288, "loss_maskiou": 0.010742533951997757, "lr": 0.00035, "mask_rcnn/accuracy": 0.9233365221088434, "mask_rcnn/false_negative": 0.07562379968040345, "mask_rcnn/false_positive": 0.06483794166645945, "roi_head/num_bg_samples": 3.5, "roi_head/num_fg_samples": 4.5, "time": 0.5333737195001049, "total_loss": 1.0560317090712488}
{"data_time": 0.0027192080001441354, "eta_seconds": 31.873244474507146, "iteration": 4139, "loss_fcos_cls": 0.0949816107749939, "loss_fcos_ctr": 0.5867123305797577, "loss_fcos_loc": 0.15012478828430176, "loss_mask": 0.1895899623632431, "loss_maskiou": 0.004899998661130667, "lr": 0.00035, "mask_rcnn/accuracy": 0.9187570861678005, "mask_rcnn/false_negative": 0.09232752723254223, "mask_rcnn/false_positive": 0.06392460516644856, "roi_head/num_bg_samples": 4.5, "roi_head/num_fg_samples": 4.75, "time": 0.518274353499919, "total_loss": 1.0047864039661363}
{"data_time": 0.0027403705000779155, "eta_seconds": 21.434904201505788, "iteration": 4159, "loss_fcos_cls": 0.09664761275053024, "loss_fcos_ctr": 0.5858756005764008, "loss_fcos_loc": 0.1424586996436119, "loss_mask": 0.20290353149175644, "loss_maskiou": 0.005160477245226502, "lr": 0.00035, "mask_rcnn/accuracy": 0.9136986525379382, "mask_rcnn/false_negative": 0.09704319547034274, "mask_rcnn/false_positive": 0.08111729192180422, "roi_head/num_bg_samples": 5.75, "roi_head/num_fg_samples": 5.5, "time": 0.5339608835001854, "total_loss": 1.0593817946501076}
{"data_time": 0.0027935690000049362, "eta_seconds": 10.976756343000716, "iteration": 4179, "loss_fcos_cls": 0.12255031988024712, "loss_fcos_ctr": 0.5893297493457794, "loss_fcos_loc": 0.16552047431468964, "loss_mask": 0.18541371077299118, "loss_maskiou": 0.0054444666020572186, "lr": 0.00035, "mask_rcnn/accuracy": 0.9226084183673469, "mask_rcnn/false_negative": 0.07117981520966596, "mask_rcnn/false_positive": 0.06420253225187743, "roi_head/num_bg_samples": 5.75, "roi_head/num_fg_samples": 5.0, "time": 0.5264124744999208, "total_loss": 1.085344155319035}
{"data_time": 0.0027770065000822797, "eta_seconds": 0.5229087805001882, "iteration": 4199, "loss_fcos_cls": 0.09181077405810356, "loss_fcos_ctr": 0.589471697807312, "loss_fcos_loc": 0.13518273830413818, "loss_mask": 0.19979117810726166, "loss_maskiou": 0.003238335717469454, "lr": 0.00035, "mask_rcnn/accuracy": 0.9160424397031539, "mask_rcnn/false_negative": 0.07803515563649022, "mask_rcnn/false_positive": 0.06475462960918282, "roi_head/num_bg_samples": 6.25, "roi_head/num_fg_samples": 5.5, "time": 0.5330448930001239, "total_loss": 1.0108637742232531}