diff --git "a/metrics.json" "b/metrics.json" --- "a/metrics.json" +++ "b/metrics.json" @@ -2773,3 +2773,312 @@ {"data_time": 0.010270127095282078, "eta_seconds": 36696.695566372946, "iteration": 107679, "loss_ce": 0.031695722602307796, "loss_ce_0": 0.4930844157934189, "loss_ce_1": 0.06673427671194077, "loss_ce_2": 0.04442369006574154, "loss_ce_3": 0.04110988602042198, "loss_ce_4": 0.046149859204888344, "loss_ce_5": 0.05216466449201107, "loss_ce_6": 0.04106286633759737, "loss_ce_7": 0.040279620327055454, "loss_ce_8": 0.032832697965204716, "loss_dice": 0.6359102725982666, "loss_dice_0": 0.8190725743770599, "loss_dice_1": 0.6666993796825409, "loss_dice_2": 0.6594045758247375, "loss_dice_3": 0.6459822356700897, "loss_dice_4": 0.641871988773346, "loss_dice_5": 0.6347818970680237, "loss_dice_6": 0.6219556331634521, "loss_dice_7": 0.6179274618625641, "loss_dice_8": 0.6670981049537659, "loss_mask": 0.19278806447982788, "loss_mask_0": 0.22425907850265503, "loss_mask_1": 0.22023148089647293, "loss_mask_2": 0.20558906346559525, "loss_mask_3": 0.20417621731758118, "loss_mask_4": 0.20757799595594406, "loss_mask_5": 0.1972605288028717, "loss_mask_6": 0.20706256479024887, "loss_mask_7": 0.1935182809829712, "loss_mask_8": 0.2058711275458336, "lr": 2.5e-05, "rank_data_time": 0.010270127095282078, "time": 1.8027133117429912, "total_loss": 10.798767108470201} {"data_time": 0.009511110838502645, "eta_seconds": 36736.08309291303, "iteration": 107699, "loss_ce": 0.061388049274683, "loss_ce_0": 0.5136421918869019, "loss_ce_1": 0.13143790513277054, "loss_ce_2": 0.09641164541244507, "loss_ce_3": 0.07305658236145973, "loss_ce_4": 0.06687051430344582, "loss_ce_5": 0.06841205433011055, "loss_ce_6": 0.06162991747260094, "loss_ce_7": 0.05562511831521988, "loss_ce_8": 0.06282923556864262, "loss_dice": 0.7313637733459473, "loss_dice_0": 0.8570694625377655, "loss_dice_1": 0.7709822058677673, "loss_dice_2": 0.7114073038101196, "loss_dice_3": 0.7168519794940948, "loss_dice_4": 0.763956218957901, "loss_dice_5": 0.728349506855011, "loss_dice_6": 0.7239384055137634, "loss_dice_7": 0.7764758467674255, "loss_dice_8": 0.7278898656368256, "loss_mask": 0.18355555832386017, "loss_mask_0": 0.259264275431633, "loss_mask_1": 0.18697582930326462, "loss_mask_2": 0.18783284723758698, "loss_mask_3": 0.18730000406503677, "loss_mask_4": 0.18758601695299149, "loss_mask_5": 0.19496069848537445, "loss_mask_6": 0.18410521000623703, "loss_mask_7": 0.19194208085536957, "loss_mask_8": 0.18736793100833893, "lr": 2.5e-05, "rank_data_time": 0.009511110838502645, "time": 1.0166824478656054, "total_loss": 11.096763520967215} {"data_time": 0.010451615788042545, "eta_seconds": 36837.92932739481, "iteration": 107719, "loss_ce": 0.07242411747574806, "loss_ce_0": 0.49286477267742157, "loss_ce_1": 0.10587012022733688, "loss_ce_2": 0.08288033679127693, "loss_ce_3": 0.0706306230276823, "loss_ce_4": 0.07283629849553108, "loss_ce_5": 0.06928816810250282, "loss_ce_6": 0.06827789172530174, "loss_ce_7": 0.07507667690515518, "loss_ce_8": 0.07475422322750092, "loss_dice": 0.6809342503547668, "loss_dice_0": 0.8640953004360199, "loss_dice_1": 0.7482307255268097, "loss_dice_2": 0.7192982733249664, "loss_dice_3": 0.6592384874820709, "loss_dice_4": 0.6621643006801605, "loss_dice_5": 0.6972594261169434, "loss_dice_6": 0.6905891299247742, "loss_dice_7": 0.6556644439697266, "loss_dice_8": 0.6942383944988251, "loss_mask": 0.1746370941400528, "loss_mask_0": 0.22167842090129852, "loss_mask_1": 0.19103993475437164, "loss_mask_2": 0.18849527835845947, "loss_mask_3": 0.17997024953365326, "loss_mask_4": 0.1752333790063858, "loss_mask_5": 0.17743710428476334, "loss_mask_6": 0.16901952028274536, "loss_mask_7": 0.17632152885198593, "loss_mask_8": 0.17739733308553696, "lr": 2.5e-05, "rank_data_time": 0.010451615788042545, "time": 1.079480746295303, "total_loss": 11.126332741230726} +{"data_time": 0.010601221583783627, "eta_seconds": 36876.8562117219, "iteration": 107739, "loss_ce": 0.0589489359408617, "loss_ce_0": 0.4458734393119812, "loss_ce_1": 0.107018381357193, "loss_ce_2": 0.056830763816833496, "loss_ce_3": 0.06500641070306301, "loss_ce_4": 0.0772312842309475, "loss_ce_5": 0.06518414989113808, "loss_ce_6": 0.057780226692557335, "loss_ce_7": 0.0563441701233387, "loss_ce_8": 0.05281462147831917, "loss_dice": 0.6015271246433258, "loss_dice_0": 0.8376756608486176, "loss_dice_1": 0.662822812795639, "loss_dice_2": 0.6315476894378662, "loss_dice_3": 0.6393524706363678, "loss_dice_4": 0.6232476234436035, "loss_dice_5": 0.6249614357948303, "loss_dice_6": 0.6130744516849518, "loss_dice_7": 0.6010838150978088, "loss_dice_8": 0.6248671412467957, "loss_mask": 0.21716728061437607, "loss_mask_0": 0.2875395566225052, "loss_mask_1": 0.21279249340295792, "loss_mask_2": 0.22754032909870148, "loss_mask_3": 0.22497734427452087, "loss_mask_4": 0.22387339919805527, "loss_mask_5": 0.22027131915092468, "loss_mask_6": 0.21889934688806534, "loss_mask_7": 0.21484066545963287, "loss_mask_8": 0.21719040721654892, "lr": 2.5e-05, "rank_data_time": 0.010601221583783627, "time": 1.007888020016253, "total_loss": 11.078704534098506} +{"data_time": 0.010475627612322569, "eta_seconds": 36838.92267166637, "iteration": 107759, "loss_ce": 0.04725257493555546, "loss_ce_0": 0.5227002203464508, "loss_ce_1": 0.11652706563472748, "loss_ce_2": 0.09638829529285431, "loss_ce_3": 0.060301512479782104, "loss_ce_4": 0.05655929632484913, "loss_ce_5": 0.05064994469285011, "loss_ce_6": 0.05365635082125664, "loss_ce_7": 0.048981040716171265, "loss_ce_8": 0.04849606193602085, "loss_dice": 0.6157631576061249, "loss_dice_0": 0.8685318529605865, "loss_dice_1": 0.7011051774024963, "loss_dice_2": 0.6852938830852509, "loss_dice_3": 0.6784936487674713, "loss_dice_4": 0.6769821643829346, "loss_dice_5": 0.6868218183517456, "loss_dice_6": 0.6354314386844635, "loss_dice_7": 0.6235642731189728, "loss_dice_8": 0.6231282949447632, "loss_mask": 0.217876099050045, "loss_mask_0": 0.29473987221717834, "loss_mask_1": 0.22526270896196365, "loss_mask_2": 0.22910381108522415, "loss_mask_3": 0.21567045152187347, "loss_mask_4": 0.21703950315713882, "loss_mask_5": 0.21167130023241043, "loss_mask_6": 0.23049285262823105, "loss_mask_7": 0.21932578086853027, "loss_mask_8": 0.2282794713973999, "lr": 2.5e-05, "rank_data_time": 0.010475627612322569, "time": 0.9609379367902875, "total_loss": 10.422672672197223} +{"data_time": 0.009983483236283064, "eta_seconds": 36869.143876843154, "iteration": 107779, "loss_ce": 0.09843668714165688, "loss_ce_0": 0.5135252475738525, "loss_ce_1": 0.13448850065469742, "loss_ce_2": 0.10217282921075821, "loss_ce_3": 0.09271179512143135, "loss_ce_4": 0.09970206767320633, "loss_ce_5": 0.09611597284674644, "loss_ce_6": 0.0975855328142643, "loss_ce_7": 0.09810979664325714, "loss_ce_8": 0.10050612315535545, "loss_dice": 0.8108321130275726, "loss_dice_0": 0.9329079389572144, "loss_dice_1": 0.8907094597816467, "loss_dice_2": 0.839669793844223, "loss_dice_3": 0.790815144777298, "loss_dice_4": 0.846727192401886, "loss_dice_5": 0.8416350483894348, "loss_dice_6": 0.8383190333843231, "loss_dice_7": 0.8164116442203522, "loss_dice_8": 0.879950761795044, "loss_mask": 0.23612716048955917, "loss_mask_0": 0.2535856366157532, "loss_mask_1": 0.2259606570005417, "loss_mask_2": 0.24011585116386414, "loss_mask_3": 0.21027051657438278, "loss_mask_4": 0.22052530199289322, "loss_mask_5": 0.22335480898618698, "loss_mask_6": 0.21979344636201859, "loss_mask_7": 0.22192757576704025, "loss_mask_8": 0.23104575276374817, "lr": 2.5e-05, "rank_data_time": 0.009983483236283064, "time": 0.9876702651381493, "total_loss": 12.681154811754823} +{"data_time": 0.010218901559710503, "eta_seconds": 36806.866741972044, "iteration": 107799, "loss_ce": 0.050593214109539986, "loss_ce_0": 0.4447845071554184, "loss_ce_1": 0.10212552174925804, "loss_ce_2": 0.06921876594424248, "loss_ce_3": 0.055754970759153366, "loss_ce_4": 0.053354281932115555, "loss_ce_5": 0.052152663469314575, "loss_ce_6": 0.05050646699965, "loss_ce_7": 0.05494242161512375, "loss_ce_8": 0.05527645908296108, "loss_dice": 0.7199779450893402, "loss_dice_0": 0.8137622475624084, "loss_dice_1": 0.7857680022716522, "loss_dice_2": 0.716969758272171, "loss_dice_3": 0.7498440742492676, "loss_dice_4": 0.7397668361663818, "loss_dice_5": 0.7307083010673523, "loss_dice_6": 0.7189819514751434, "loss_dice_7": 0.7102420926094055, "loss_dice_8": 0.6812928318977356, "loss_mask": 0.21512174606323242, "loss_mask_0": 0.2774512320756912, "loss_mask_1": 0.23398811370134354, "loss_mask_2": 0.23072382807731628, "loss_mask_3": 0.22648528218269348, "loss_mask_4": 0.21449673920869827, "loss_mask_5": 0.21824553608894348, "loss_mask_6": 0.21606948971748352, "loss_mask_7": 0.21411306411027908, "loss_mask_8": 0.2186686247587204, "lr": 2.5e-05, "rank_data_time": 0.010218901559710503, "time": 0.9799643293954432, "total_loss": 10.64951470028609} +{"data_time": 0.01010173698887229, "eta_seconds": 36783.0843479, "iteration": 107819, "loss_ce": 0.08265209570527077, "loss_ce_0": 0.544662207365036, "loss_ce_1": 0.17112195491790771, "loss_ce_2": 0.13701172173023224, "loss_ce_3": 0.09565532580018044, "loss_ce_4": 0.08493263646960258, "loss_ce_5": 0.08873454481363297, "loss_ce_6": 0.08735351264476776, "loss_ce_7": 0.10326597467064857, "loss_ce_8": 0.0888129398226738, "loss_dice": 0.8058262467384338, "loss_dice_0": 0.9307437241077423, "loss_dice_1": 0.8575204014778137, "loss_dice_2": 0.8183136582374573, "loss_dice_3": 0.7699013352394104, "loss_dice_4": 0.7736506164073944, "loss_dice_5": 0.8513347506523132, "loss_dice_6": 0.777058333158493, "loss_dice_7": 0.7549755573272705, "loss_dice_8": 0.8871698677539825, "loss_mask": 0.1808265894651413, "loss_mask_0": 0.19653988629579544, "loss_mask_1": 0.1894676461815834, "loss_mask_2": 0.1947847232222557, "loss_mask_3": 0.19258713722229004, "loss_mask_4": 0.1932930126786232, "loss_mask_5": 0.1973092034459114, "loss_mask_6": 0.17246566712856293, "loss_mask_7": 0.17239512503147125, "loss_mask_8": 0.17431377619504929, "lr": 2.5e-05, "rank_data_time": 0.01010173698887229, "time": 0.9661484062671661, "total_loss": 12.26744057610631} +{"data_time": 0.00981575669720769, "eta_seconds": 36755.834989706054, "iteration": 107839, "loss_ce": 0.057786865159869194, "loss_ce_0": 0.5173363387584686, "loss_ce_1": 0.17453567683696747, "loss_ce_2": 0.08536186441779137, "loss_ce_3": 0.07556252181529999, "loss_ce_4": 0.07746866345405579, "loss_ce_5": 0.0644302498549223, "loss_ce_6": 0.06806166097521782, "loss_ce_7": 0.06648802012205124, "loss_ce_8": 0.057868560776114464, "loss_dice": 0.7764601111412048, "loss_dice_0": 0.9091420471668243, "loss_dice_1": 0.7736341059207916, "loss_dice_2": 0.785728394985199, "loss_dice_3": 0.8173171281814575, "loss_dice_4": 0.8162159025669098, "loss_dice_5": 0.8133710026741028, "loss_dice_6": 0.7943460047245026, "loss_dice_7": 0.8209380507469177, "loss_dice_8": 0.7807129621505737, "loss_mask": 0.15104541182518005, "loss_mask_0": 0.21474961936473846, "loss_mask_1": 0.17147797346115112, "loss_mask_2": 0.18693195283412933, "loss_mask_3": 0.20118176937103271, "loss_mask_4": 0.2006683051586151, "loss_mask_5": 0.16717569530010223, "loss_mask_6": 0.16969351470470428, "loss_mask_7": 0.17260105162858963, "loss_mask_8": 0.16809336096048355, "lr": 2.5e-05, "rank_data_time": 0.00981575669720769, "time": 0.992792300414294, "total_loss": 12.444294026121497} +{"data_time": 0.010506761260330677, "eta_seconds": 36774.281552284956, "iteration": 107859, "loss_ce": 0.05366207845509052, "loss_ce_0": 0.5042199641466141, "loss_ce_1": 0.08538169041275978, "loss_ce_2": 0.09771772474050522, "loss_ce_3": 0.06222418509423733, "loss_ce_4": 0.054896898567676544, "loss_ce_5": 0.056104548275470734, "loss_ce_6": 0.05195182375609875, "loss_ce_7": 0.05661921948194504, "loss_ce_8": 0.055141353979706764, "loss_dice": 0.6240021586418152, "loss_dice_0": 0.8672757744789124, "loss_dice_1": 0.6420024931430817, "loss_dice_2": 0.6448922455310822, "loss_dice_3": 0.6950426697731018, "loss_dice_4": 0.6511034369468689, "loss_dice_5": 0.6311345994472504, "loss_dice_6": 0.6682026088237762, "loss_dice_7": 0.6530941724777222, "loss_dice_8": 0.6320797204971313, "loss_mask": 0.23329823464155197, "loss_mask_0": 0.28492210805416107, "loss_mask_1": 0.24563369154930115, "loss_mask_2": 0.22708871215581894, "loss_mask_3": 0.23402293026447296, "loss_mask_4": 0.22713086754083633, "loss_mask_5": 0.23723987489938736, "loss_mask_6": 0.22997793555259705, "loss_mask_7": 0.22244983911514282, "loss_mask_8": 0.23653241246938705, "lr": 2.5e-05, "rank_data_time": 0.010506761260330677, "time": 0.9778273990377784, "total_loss": 10.759747795760632} +{"data_time": 0.010909091215580702, "eta_seconds": 36779.89108026959, "iteration": 107879, "loss_ce": 0.06392131745815277, "loss_ce_0": 0.4894304722547531, "loss_ce_1": 0.1674000769853592, "loss_ce_2": 0.14555225521326065, "loss_ce_3": 0.0751989334821701, "loss_ce_4": 0.06922619789838791, "loss_ce_5": 0.0876326784491539, "loss_ce_6": 0.06664976477622986, "loss_ce_7": 0.06192583963274956, "loss_ce_8": 0.05257054232060909, "loss_dice": 0.769743025302887, "loss_dice_0": 0.9297633767127991, "loss_dice_1": 0.8458148241043091, "loss_dice_2": 0.7639684975147247, "loss_dice_3": 0.7579124271869659, "loss_dice_4": 0.813332736492157, "loss_dice_5": 0.8086809515953064, "loss_dice_6": 0.7628519833087921, "loss_dice_7": 0.7236661911010742, "loss_dice_8": 0.7989323139190674, "loss_mask": 0.1808672547340393, "loss_mask_0": 0.22317025065422058, "loss_mask_1": 0.19346578419208527, "loss_mask_2": 0.17456312477588654, "loss_mask_3": 0.17810630798339844, "loss_mask_4": 0.18306387215852737, "loss_mask_5": 0.1804288998246193, "loss_mask_6": 0.17574463039636612, "loss_mask_7": 0.17821859568357468, "loss_mask_8": 0.18190701305866241, "lr": 2.5e-05, "rank_data_time": 0.010909091215580702, "time": 1.007588860578835, "total_loss": 12.586291210725904} +{"data_time": 0.01086650276556611, "eta_seconds": 36902.43965564296, "iteration": 107899, "loss_ce": 0.03976205363869667, "loss_ce_0": 0.54651939868927, "loss_ce_1": 0.08330611884593964, "loss_ce_2": 0.06029723957180977, "loss_ce_3": 0.05150258727371693, "loss_ce_4": 0.043022120371460915, "loss_ce_5": 0.04978361167013645, "loss_ce_6": 0.042981063947081566, "loss_ce_7": 0.03688269667327404, "loss_ce_8": 0.04063519835472107, "loss_dice": 0.7280920743942261, "loss_dice_0": 0.8871865272521973, "loss_dice_1": 0.7160943746566772, "loss_dice_2": 0.6956959664821625, "loss_dice_3": 0.7760660648345947, "loss_dice_4": 0.7257169485092163, "loss_dice_5": 0.7486623525619507, "loss_dice_6": 0.7307580709457397, "loss_dice_7": 0.7303738594055176, "loss_dice_8": 0.6728830635547638, "loss_mask": 0.16446983069181442, "loss_mask_0": 0.20481764525175095, "loss_mask_1": 0.17216616868972778, "loss_mask_2": 0.1696244478225708, "loss_mask_3": 0.16541638225317, "loss_mask_4": 0.1645609512925148, "loss_mask_5": 0.16454282402992249, "loss_mask_6": 0.16292285174131393, "loss_mask_7": 0.1685817837715149, "loss_mask_8": 0.16922584921121597, "lr": 2.5e-05, "rank_data_time": 0.01086650276556611, "time": 1.1178090390749276, "total_loss": 10.531152532435954} +{"data_time": 0.010390340816229582, "eta_seconds": 36865.5344202742, "iteration": 107919, "loss_ce": 0.032360976561903954, "loss_ce_0": 0.44064272940158844, "loss_ce_1": 0.05132598243653774, "loss_ce_2": 0.03590381145477295, "loss_ce_3": 0.03239635191857815, "loss_ce_4": 0.030733558349311352, "loss_ce_5": 0.026351802982389927, "loss_ce_6": 0.035773398354649544, "loss_ce_7": 0.029649035073816776, "loss_ce_8": 0.029277966357767582, "loss_dice": 0.6730457246303558, "loss_dice_0": 0.8052615523338318, "loss_dice_1": 0.6992100477218628, "loss_dice_2": 0.6856252551078796, "loss_dice_3": 0.6896919906139374, "loss_dice_4": 0.6948491334915161, "loss_dice_5": 0.6671953499317169, "loss_dice_6": 0.6872907876968384, "loss_dice_7": 0.638702780008316, "loss_dice_8": 0.6190855801105499, "loss_mask": 0.2015891969203949, "loss_mask_0": 0.24611327052116394, "loss_mask_1": 0.20168549567461014, "loss_mask_2": 0.20205923914909363, "loss_mask_3": 0.20414705574512482, "loss_mask_4": 0.20827209949493408, "loss_mask_5": 0.20291434228420258, "loss_mask_6": 0.20804379135370255, "loss_mask_7": 0.2025446593761444, "loss_mask_8": 0.20515520870685577, "lr": 2.5e-05, "rank_data_time": 0.010390340816229582, "time": 2.413085921201855, "total_loss": 10.598201842047274} +{"data_time": 0.010110651608556509, "eta_seconds": 36889.234737455845, "iteration": 107939, "loss_ce": 0.042908044531941414, "loss_ce_0": 0.4256356358528137, "loss_ce_1": 0.08613675832748413, "loss_ce_2": 0.06309622526168823, "loss_ce_3": 0.054203134030103683, "loss_ce_4": 0.054047033190727234, "loss_ce_5": 0.04977056011557579, "loss_ce_6": 0.05078628472983837, "loss_ce_7": 0.0538474190980196, "loss_ce_8": 0.04352397471666336, "loss_dice": 0.7094789147377014, "loss_dice_0": 0.8566588461399078, "loss_dice_1": 0.7497460246086121, "loss_dice_2": 0.7616020441055298, "loss_dice_3": 0.7297130525112152, "loss_dice_4": 0.7617212235927582, "loss_dice_5": 0.6999616324901581, "loss_dice_6": 0.7276136875152588, "loss_dice_7": 0.752159833908081, "loss_dice_8": 0.7228749096393585, "loss_mask": 0.2197074070572853, "loss_mask_0": 0.2778668701648712, "loss_mask_1": 0.22015658020973206, "loss_mask_2": 0.21013428270816803, "loss_mask_3": 0.22090624272823334, "loss_mask_4": 0.22073213756084442, "loss_mask_5": 0.21470024436712265, "loss_mask_6": 0.22265279293060303, "loss_mask_7": 0.21943839639425278, "loss_mask_8": 0.21681518107652664, "lr": 2.5e-05, "rank_data_time": 0.010110651608556509, "time": 2.48518094047904, "total_loss": 11.626722525805235} +{"data_time": 0.008795449044555426, "eta_seconds": 36869.48675312102, "iteration": 107959, "loss_ce": 0.045714544132351875, "loss_ce_0": 0.43424350023269653, "loss_ce_1": 0.09599971771240234, "loss_ce_2": 0.05744990520179272, "loss_ce_3": 0.04551306553184986, "loss_ce_4": 0.04573470167815685, "loss_ce_5": 0.03868553042411804, "loss_ce_6": 0.040049174800515175, "loss_ce_7": 0.03764485754072666, "loss_ce_8": 0.03796149604022503, "loss_dice": 0.7818076908588409, "loss_dice_0": 0.8918765783309937, "loss_dice_1": 0.7453101873397827, "loss_dice_2": 0.7205278873443604, "loss_dice_3": 0.7426362037658691, "loss_dice_4": 0.6898263692855835, "loss_dice_5": 0.719142496585846, "loss_dice_6": 0.6919910609722137, "loss_dice_7": 0.7483044862747192, "loss_dice_8": 0.7428508996963501, "loss_mask": 0.21793851256370544, "loss_mask_0": 0.25535912811756134, "loss_mask_1": 0.22038289159536362, "loss_mask_2": 0.21518462896347046, "loss_mask_3": 0.2278035208582878, "loss_mask_4": 0.22687815129756927, "loss_mask_5": 0.21620140224695206, "loss_mask_6": 0.22223931550979614, "loss_mask_7": 0.21637902408838272, "loss_mask_8": 0.21825699508190155, "lr": 2.5e-05, "rank_data_time": 0.008795449044555426, "time": 2.3742891903966665, "total_loss": 11.05709594488144} +{"data_time": 0.009530284907668829, "eta_seconds": 36849.73876878619, "iteration": 107979, "loss_ce": 0.05623261444270611, "loss_ce_0": 0.47973354160785675, "loss_ce_1": 0.11676576733589172, "loss_ce_2": 0.07802943140268326, "loss_ce_3": 0.06667745113372803, "loss_ce_4": 0.058487581089138985, "loss_ce_5": 0.0588957853615284, "loss_ce_6": 0.05770096927881241, "loss_ce_7": 0.056609198451042175, "loss_ce_8": 0.07296225428581238, "loss_dice": 0.8131407201290131, "loss_dice_0": 1.0281394124031067, "loss_dice_1": 0.8393978476524353, "loss_dice_2": 0.8381032347679138, "loss_dice_3": 0.8369819223880768, "loss_dice_4": 0.810017466545105, "loss_dice_5": 0.7853382229804993, "loss_dice_6": 0.8007571995258331, "loss_dice_7": 0.7847358882427216, "loss_dice_8": 0.8280651569366455, "loss_mask": 0.17127807438373566, "loss_mask_0": 0.20779791474342346, "loss_mask_1": 0.18462921679019928, "loss_mask_2": 0.18383966386318207, "loss_mask_3": 0.18189364671707153, "loss_mask_4": 0.1798105537891388, "loss_mask_5": 0.16462867707014084, "loss_mask_6": 0.1686008796095848, "loss_mask_7": 0.1694251224398613, "loss_mask_8": 0.16480550915002823, "lr": 2.5e-05, "rank_data_time": 0.009530284907668829, "time": 2.36594245582819, "total_loss": 11.315176166361198} +{"data_time": 0.008972476236522198, "eta_seconds": 36874.06483478844, "iteration": 107999, "loss_ce": 0.04761826619505882, "loss_ce_0": 0.42115409672260284, "loss_ce_1": 0.08623499050736427, "loss_ce_2": 0.05889248102903366, "loss_ce_3": 0.05765265040099621, "loss_ce_4": 0.04417878016829491, "loss_ce_5": 0.05173887684941292, "loss_ce_6": 0.04554765671491623, "loss_ce_7": 0.044959934428334236, "loss_ce_8": 0.04749524034559727, "loss_dice": 0.7128684222698212, "loss_dice_0": 0.9188496470451355, "loss_dice_1": 0.7914261221885681, "loss_dice_2": 0.7642362415790558, "loss_dice_3": 0.7197614908218384, "loss_dice_4": 0.7823599874973297, "loss_dice_5": 0.7418736517429352, "loss_dice_6": 0.7597321271896362, "loss_dice_7": 0.7858446836471558, "loss_dice_8": 0.781487226486206, "loss_mask": 0.20741316676139832, "loss_mask_0": 0.24297446757555008, "loss_mask_1": 0.22628633677959442, "loss_mask_2": 0.2033594623208046, "loss_mask_3": 0.21286731958389282, "loss_mask_4": 0.23260597884655, "loss_mask_5": 0.21720494329929352, "loss_mask_6": 0.21505744755268097, "loss_mask_7": 0.21465624123811722, "loss_mask_8": 0.21488110721111298, "lr": 2.5e-05, "rank_data_time": 0.008972476236522198, "time": 2.449476081877947, "total_loss": 11.104027952998877} +{"data_time": 0.008946237154304981, "eta_seconds": 37028.269618079066, "iteration": 108019, "loss_ce": 0.053694332018494606, "loss_ce_0": 0.4118783324956894, "loss_ce_1": 0.10894996300339699, "loss_ce_2": 0.07350590080022812, "loss_ce_3": 0.06395047158002853, "loss_ce_4": 0.051317814737558365, "loss_ce_5": 0.049400828778743744, "loss_ce_6": 0.052010877057909966, "loss_ce_7": 0.050549015402793884, "loss_ce_8": 0.04549529030919075, "loss_dice": 0.6922363042831421, "loss_dice_0": 0.8714431524276733, "loss_dice_1": 0.735105037689209, "loss_dice_2": 0.7427288293838501, "loss_dice_3": 0.7062322199344635, "loss_dice_4": 0.720095306634903, "loss_dice_5": 0.6846373677253723, "loss_dice_6": 0.6986527442932129, "loss_dice_7": 0.698543131351471, "loss_dice_8": 0.6952105760574341, "loss_mask": 0.2245713323354721, "loss_mask_0": 0.27917657792568207, "loss_mask_1": 0.22891666740179062, "loss_mask_2": 0.21286092698574066, "loss_mask_3": 0.22752851247787476, "loss_mask_4": 0.23442106693983078, "loss_mask_5": 0.22934936732053757, "loss_mask_6": 0.23383381962776184, "loss_mask_7": 0.22154106944799423, "loss_mask_8": 0.21766627579927444, "lr": 2.5e-05, "rank_data_time": 0.008946237154304981, "time": 1.7882012384943664, "total_loss": 10.913518281653523} +{"data_time": 0.008864304050803185, "eta_seconds": 37232.182764792815, "iteration": 108039, "loss_ce": 0.06966134905815125, "loss_ce_0": 0.6010746657848358, "loss_ce_1": 0.16661373525857925, "loss_ce_2": 0.14052339643239975, "loss_ce_3": 0.0931197814643383, "loss_ce_4": 0.06707395985722542, "loss_ce_5": 0.07489528879523277, "loss_ce_6": 0.0685657486319542, "loss_ce_7": 0.0843731053173542, "loss_ce_8": 0.07059068605303764, "loss_dice": 0.7933453619480133, "loss_dice_0": 0.9326984882354736, "loss_dice_1": 0.8139021098613739, "loss_dice_2": 0.792200893163681, "loss_dice_3": 0.7316848635673523, "loss_dice_4": 0.7692378163337708, "loss_dice_5": 0.8007181286811829, "loss_dice_6": 0.8097943365573883, "loss_dice_7": 0.7770809531211853, "loss_dice_8": 0.8107390105724335, "loss_mask": 0.21059177815914154, "loss_mask_0": 0.2740853875875473, "loss_mask_1": 0.22939105331897736, "loss_mask_2": 0.21891095489263535, "loss_mask_3": 0.2072749137878418, "loss_mask_4": 0.2161022499203682, "loss_mask_5": 0.21966466307640076, "loss_mask_6": 0.22668296843767166, "loss_mask_7": 0.21877897530794144, "loss_mask_8": 0.21645038574934006, "lr": 2.5e-05, "rank_data_time": 0.008864304050803185, "time": 1.6195317022502422, "total_loss": 12.340887422440574} +{"data_time": 0.009622127749025822, "eta_seconds": 37470.97126185894, "iteration": 108059, "loss_ce": 0.04677894338965416, "loss_ce_0": 0.4593494385480881, "loss_ce_1": 0.08697973936796188, "loss_ce_2": 0.0494824443012476, "loss_ce_3": 0.05207851715385914, "loss_ce_4": 0.05592418275773525, "loss_ce_5": 0.04358721151947975, "loss_ce_6": 0.04511955752968788, "loss_ce_7": 0.04731268435716629, "loss_ce_8": 0.04768548719584942, "loss_dice": 0.7328464388847351, "loss_dice_0": 0.851058840751648, "loss_dice_1": 0.7514269649982452, "loss_dice_2": 0.6879093647003174, "loss_dice_3": 0.708172470331192, "loss_dice_4": 0.6747975945472717, "loss_dice_5": 0.6942878067493439, "loss_dice_6": 0.71004518866539, "loss_dice_7": 0.6961241960525513, "loss_dice_8": 0.6780976057052612, "loss_mask": 0.20699232071638107, "loss_mask_0": 0.2811366021633148, "loss_mask_1": 0.20767100900411606, "loss_mask_2": 0.20944548398256302, "loss_mask_3": 0.2162008360028267, "loss_mask_4": 0.20763789117336273, "loss_mask_5": 0.2128508985042572, "loss_mask_6": 0.2053351253271103, "loss_mask_7": 0.20641225576400757, "loss_mask_8": 0.20606548339128494, "lr": 2.5e-05, "rank_data_time": 0.009622127749025822, "time": 1.5838645724579692, "total_loss": 10.860180373303592} +{"data_time": 0.009563175030052662, "eta_seconds": 37703.474548235536, "iteration": 108079, "loss_ce": 0.05593257211148739, "loss_ce_0": 0.47107310593128204, "loss_ce_1": 0.0716775432229042, "loss_ce_2": 0.06769931688904762, "loss_ce_3": 0.05985216051340103, "loss_ce_4": 0.05694841966032982, "loss_ce_5": 0.054655324667692184, "loss_ce_6": 0.05462462082505226, "loss_ce_7": 0.05270802602171898, "loss_ce_8": 0.059561364352703094, "loss_dice": 0.6535038948059082, "loss_dice_0": 0.8151143491268158, "loss_dice_1": 0.684029757976532, "loss_dice_2": 0.6501966118812561, "loss_dice_3": 0.6609368324279785, "loss_dice_4": 0.6393353044986725, "loss_dice_5": 0.6774378716945648, "loss_dice_6": 0.6504545509815216, "loss_dice_7": 0.6447714567184448, "loss_dice_8": 0.6530949473381042, "loss_mask": 0.3008159399032593, "loss_mask_0": 0.34082289040088654, "loss_mask_1": 0.3152298480272293, "loss_mask_2": 0.294002503156662, "loss_mask_3": 0.29943446815013885, "loss_mask_4": 0.31070008873939514, "loss_mask_5": 0.30496446788311005, "loss_mask_6": 0.30451250076293945, "loss_mask_7": 0.3083820641040802, "loss_mask_8": 0.3070000261068344, "lr": 2.5e-05, "rank_data_time": 0.009563175030052662, "time": 1.6404711934737861, "total_loss": 11.326644960325211} +{"data_time": 0.009707096498459578, "eta_seconds": 38007.813479192555, "iteration": 108099, "loss_ce": 0.05692259408533573, "loss_ce_0": 0.5617302358150482, "loss_ce_1": 0.14087514579296112, "loss_ce_2": 0.07539120316505432, "loss_ce_3": 0.061046868562698364, "loss_ce_4": 0.0548198614269495, "loss_ce_5": 0.04505087062716484, "loss_ce_6": 0.05185484327375889, "loss_ce_7": 0.047220559790730476, "loss_ce_8": 0.05295011028647423, "loss_dice": 0.7385464906692505, "loss_dice_0": 1.0076578855514526, "loss_dice_1": 0.8107317388057709, "loss_dice_2": 0.8470611572265625, "loss_dice_3": 0.8289704918861389, "loss_dice_4": 0.8033283650875092, "loss_dice_5": 0.8198504447937012, "loss_dice_6": 0.7626447975635529, "loss_dice_7": 0.7836220562458038, "loss_dice_8": 0.8109647929668427, "loss_mask": 0.224972166121006, "loss_mask_0": 0.24466188997030258, "loss_mask_1": 0.23441942781209946, "loss_mask_2": 0.22708941996097565, "loss_mask_3": 0.23665010929107666, "loss_mask_4": 0.23548078536987305, "loss_mask_5": 0.2257559821009636, "loss_mask_6": 0.22552452981472015, "loss_mask_7": 0.22528479993343353, "loss_mask_8": 0.22629040479660034, "lr": 2.5e-05, "rank_data_time": 0.009707096498459578, "time": 1.5916729005984962, "total_loss": 11.81995308212936} +{"data_time": 0.00950691057369113, "eta_seconds": 38273.33713447675, "iteration": 108119, "loss_ce": 0.05722060985863209, "loss_ce_0": 0.5109946578741074, "loss_ce_1": 0.11700687557458878, "loss_ce_2": 0.08074662461876869, "loss_ce_3": 0.06693971902132034, "loss_ce_4": 0.06526540592312813, "loss_ce_5": 0.06428593210875988, "loss_ce_6": 0.06024393066763878, "loss_ce_7": 0.051080966368317604, "loss_ce_8": 0.05931566655635834, "loss_dice": 0.5646973252296448, "loss_dice_0": 0.7793046534061432, "loss_dice_1": 0.62116339802742, "loss_dice_2": 0.6117313504219055, "loss_dice_3": 0.5971544682979584, "loss_dice_4": 0.5888041257858276, "loss_dice_5": 0.5724506974220276, "loss_dice_6": 0.6208124756813049, "loss_dice_7": 0.6015845835208893, "loss_dice_8": 0.578403115272522, "loss_mask": 0.21904642134904861, "loss_mask_0": 0.2821783721446991, "loss_mask_1": 0.2528061270713806, "loss_mask_2": 0.24254319071769714, "loss_mask_3": 0.22127129137516022, "loss_mask_4": 0.2250063344836235, "loss_mask_5": 0.2253129705786705, "loss_mask_6": 0.22798901796340942, "loss_mask_7": 0.22699660807847977, "loss_mask_8": 0.227558434009552, "lr": 2.5e-05, "rank_data_time": 0.00950691057369113, "time": 1.7369175478816032, "total_loss": 9.944211165420711} +{"data_time": 0.009374079760164022, "eta_seconds": 38550.80504802987, "iteration": 108139, "loss_ce": 0.06395724788308144, "loss_ce_0": 0.47411780059337616, "loss_ce_1": 0.1497017666697502, "loss_ce_2": 0.09314272180199623, "loss_ce_3": 0.07259975373744965, "loss_ce_4": 0.06395936571061611, "loss_ce_5": 0.06517234072089195, "loss_ce_6": 0.06560510396957397, "loss_ce_7": 0.06773102656006813, "loss_ce_8": 0.06232132203876972, "loss_dice": 0.6682730317115784, "loss_dice_0": 0.7516398429870605, "loss_dice_1": 0.6657858490943909, "loss_dice_2": 0.6466476321220398, "loss_dice_3": 0.6389832496643066, "loss_dice_4": 0.6347953975200653, "loss_dice_5": 0.7008673846721649, "loss_dice_6": 0.6615250110626221, "loss_dice_7": 0.6539062559604645, "loss_dice_8": 0.6756716668605804, "loss_mask": 0.22264349460601807, "loss_mask_0": 0.25479164719581604, "loss_mask_1": 0.22838085144758224, "loss_mask_2": 0.22810611128807068, "loss_mask_3": 0.22212230414152145, "loss_mask_4": 0.2273358851671219, "loss_mask_5": 0.22431105375289917, "loss_mask_6": 0.22417714446783066, "loss_mask_7": 0.22926118969917297, "loss_mask_8": 0.21262403577566147, "lr": 2.5e-05, "rank_data_time": 0.009374079760164022, "time": 1.7407857426442206, "total_loss": 10.145419089123607} +{"data_time": 0.009740546811372042, "eta_seconds": 38930.71355556138, "iteration": 108159, "loss_ce": 0.03552491683512926, "loss_ce_0": 0.4484493136405945, "loss_ce_1": 0.08052325621247292, "loss_ce_2": 0.05822577513754368, "loss_ce_3": 0.04324661195278168, "loss_ce_4": 0.04103703424334526, "loss_ce_5": 0.03519344702363014, "loss_ce_6": 0.03852872736752033, "loss_ce_7": 0.035618338733911514, "loss_ce_8": 0.0313878720626235, "loss_dice": 0.6614402830600739, "loss_dice_0": 0.8349273204803467, "loss_dice_1": 0.6965261101722717, "loss_dice_2": 0.6244145333766937, "loss_dice_3": 0.6504544019699097, "loss_dice_4": 0.6968895196914673, "loss_dice_5": 0.6837415397167206, "loss_dice_6": 0.6489273011684418, "loss_dice_7": 0.6521023213863373, "loss_dice_8": 0.5964596569538116, "loss_mask": 0.1983969807624817, "loss_mask_0": 0.26721686124801636, "loss_mask_1": 0.20104491710662842, "loss_mask_2": 0.20344848185777664, "loss_mask_3": 0.18898020684719086, "loss_mask_4": 0.20232300460338593, "loss_mask_5": 0.20719456672668457, "loss_mask_6": 0.20778077840805054, "loss_mask_7": 0.21169522404670715, "loss_mask_8": 0.20820067822933197, "lr": 2.5e-05, "rank_data_time": 0.009740546811372042, "time": 1.8350514196790755, "total_loss": 9.572114121634513} +{"data_time": 0.009962285868823528, "eta_seconds": 39655.550679564476, "iteration": 108179, "loss_ce": 0.048192134127020836, "loss_ce_0": 0.47373150289058685, "loss_ce_1": 0.07322398945689201, "loss_ce_2": 0.06905927881598473, "loss_ce_3": 0.05523039773106575, "loss_ce_4": 0.05109064094722271, "loss_ce_5": 0.045970119535923004, "loss_ce_6": 0.043897463008761406, "loss_ce_7": 0.04930608347058296, "loss_ce_8": 0.0484160240739584, "loss_dice": 0.6560865342617035, "loss_dice_0": 0.7593344449996948, "loss_dice_1": 0.6484147906303406, "loss_dice_2": 0.6704928278923035, "loss_dice_3": 0.6446716785430908, "loss_dice_4": 0.6655128598213196, "loss_dice_5": 0.6448777914047241, "loss_dice_6": 0.6607040762901306, "loss_dice_7": 0.6687269508838654, "loss_dice_8": 0.6378923952579498, "loss_mask": 0.2607136070728302, "loss_mask_0": 0.2818288505077362, "loss_mask_1": 0.2573620527982712, "loss_mask_2": 0.25431590527296066, "loss_mask_3": 0.25277967751026154, "loss_mask_4": 0.25672580301761627, "loss_mask_5": 0.2598346173763275, "loss_mask_6": 0.25224171578884125, "loss_mask_7": 0.2571365088224411, "loss_mask_8": 0.25731414556503296, "lr": 2.5e-05, "rank_data_time": 0.009962285868823528, "time": 1.776050800923258, "total_loss": 10.585837773513049} +{"data_time": 0.009497161023318768, "eta_seconds": 39663.579316437244, "iteration": 108199, "loss_ce": 0.07082955539226532, "loss_ce_0": 0.572821170091629, "loss_ce_1": 0.12683862075209618, "loss_ce_2": 0.10539072006940842, "loss_ce_3": 0.07541836425662041, "loss_ce_4": 0.07396534830331802, "loss_ce_5": 0.07261846959590912, "loss_ce_6": 0.06655431538820267, "loss_ce_7": 0.07210843823850155, "loss_ce_8": 0.06609236635267735, "loss_dice": 0.6315341591835022, "loss_dice_0": 0.8603484332561493, "loss_dice_1": 0.6705068349838257, "loss_dice_2": 0.6246041655540466, "loss_dice_3": 0.7084071338176727, "loss_dice_4": 0.6681654155254364, "loss_dice_5": 0.708609938621521, "loss_dice_6": 0.6894225180149078, "loss_dice_7": 0.7200510799884796, "loss_dice_8": 0.7377360463142395, "loss_mask": 0.247079536318779, "loss_mask_0": 0.3171182721853256, "loss_mask_1": 0.2532912939786911, "loss_mask_2": 0.2445695549249649, "loss_mask_3": 0.24649905413389206, "loss_mask_4": 0.2564365565776825, "loss_mask_5": 0.24759139865636826, "loss_mask_6": 0.24981367588043213, "loss_mask_7": 0.24419912695884705, "loss_mask_8": 0.249175027012825, "lr": 2.5e-05, "rank_data_time": 0.009497161023318768, "time": 0.9528709659352899, "total_loss": 11.320631039328873} +{"data_time": 0.009381428360939026, "eta_seconds": 39612.81840512529, "iteration": 108219, "loss_ce": 0.04555033706128597, "loss_ce_0": 0.5272539556026459, "loss_ce_1": 0.0858822874724865, "loss_ce_2": 0.05769624002277851, "loss_ce_3": 0.05012490600347519, "loss_ce_4": 0.044712264090776443, "loss_ce_5": 0.0477939173579216, "loss_ce_6": 0.05207462050020695, "loss_ce_7": 0.04469506815075874, "loss_ce_8": 0.04482532478868961, "loss_dice": 0.6915033757686615, "loss_dice_0": 0.7439325153827667, "loss_dice_1": 0.6571998298168182, "loss_dice_2": 0.6604750454425812, "loss_dice_3": 0.6455333232879639, "loss_dice_4": 0.6450472772121429, "loss_dice_5": 0.6785769462585449, "loss_dice_6": 0.6670880317687988, "loss_dice_7": 0.6562312543392181, "loss_dice_8": 0.6707892715930939, "loss_mask": 0.24883205443620682, "loss_mask_0": 0.26614463329315186, "loss_mask_1": 0.2590750455856323, "loss_mask_2": 0.2418980449438095, "loss_mask_3": 0.24688327312469482, "loss_mask_4": 0.24119090288877487, "loss_mask_5": 0.2489878311753273, "loss_mask_6": 0.2434513345360756, "loss_mask_7": 0.2480163276195526, "loss_mask_8": 0.24848246574401855, "lr": 2.5e-05, "rank_data_time": 0.009381428360939026, "time": 0.9913936681114137, "total_loss": 10.6144103910774} +{"data_time": 0.00942666595801711, "eta_seconds": 39637.40691428073, "iteration": 108239, "loss_ce": 0.0947483442723751, "loss_ce_0": 0.4871744364500046, "loss_ce_1": 0.13031115382909775, "loss_ce_2": 0.10643552243709564, "loss_ce_3": 0.11837353929877281, "loss_ce_4": 0.1340741068124771, "loss_ce_5": 0.10256080701947212, "loss_ce_6": 0.09032562002539635, "loss_ce_7": 0.11127506196498871, "loss_ce_8": 0.09306028112769127, "loss_dice": 0.7072729170322418, "loss_dice_0": 0.85343998670578, "loss_dice_1": 0.7496235370635986, "loss_dice_2": 0.6770773530006409, "loss_dice_3": 0.6787111759185791, "loss_dice_4": 0.7025478184223175, "loss_dice_5": 0.7324873805046082, "loss_dice_6": 0.69647017121315, "loss_dice_7": 0.6778976917266846, "loss_dice_8": 0.6962210237979889, "loss_mask": 0.23774856328964233, "loss_mask_0": 0.32505276799201965, "loss_mask_1": 0.25246894359588623, "loss_mask_2": 0.2441738173365593, "loss_mask_3": 0.2577051520347595, "loss_mask_4": 0.2420637384057045, "loss_mask_5": 0.2511001229286194, "loss_mask_6": 0.24931058287620544, "loss_mask_7": 0.24667760729789734, "loss_mask_8": 0.24676741659641266, "lr": 2.5e-05, "rank_data_time": 0.00942666595801711, "time": 0.9550977563485503, "total_loss": 12.34111824259162} +{"data_time": 0.009461082518100739, "eta_seconds": 39653.97879052907, "iteration": 108259, "loss_ce": 0.08054206892848015, "loss_ce_0": 0.5613484978675842, "loss_ce_1": 0.10920774564146996, "loss_ce_2": 0.07463221997022629, "loss_ce_3": 0.08895287662744522, "loss_ce_4": 0.08812478929758072, "loss_ce_5": 0.07407825440168381, "loss_ce_6": 0.08101045340299606, "loss_ce_7": 0.07123235613107681, "loss_ce_8": 0.07734720781445503, "loss_dice": 0.7648306488990784, "loss_dice_0": 0.8355728685855865, "loss_dice_1": 0.7438540756702423, "loss_dice_2": 0.7421623766422272, "loss_dice_3": 0.7266688048839569, "loss_dice_4": 0.7754442393779755, "loss_dice_5": 0.7065751552581787, "loss_dice_6": 0.7535516023635864, "loss_dice_7": 0.7320893704891205, "loss_dice_8": 0.7669925093650818, "loss_mask": 0.17758415639400482, "loss_mask_0": 0.2299993485212326, "loss_mask_1": 0.17255252599716187, "loss_mask_2": 0.17514772713184357, "loss_mask_3": 0.1806042715907097, "loss_mask_4": 0.18328653275966644, "loss_mask_5": 0.17716243118047714, "loss_mask_6": 0.1789420321583748, "loss_mask_7": 0.18396681547164917, "loss_mask_8": 0.17805787920951843, "lr": 2.5e-05, "rank_data_time": 0.009461082518100739, "time": 0.9213139209896326, "total_loss": 11.439105670899153} +{"data_time": 0.00942159304395318, "eta_seconds": 39814.1369346343, "iteration": 108279, "loss_ce": 0.05621366947889328, "loss_ce_0": 0.3877226412296295, "loss_ce_1": 0.09268229454755783, "loss_ce_2": 0.07539334520697594, "loss_ce_3": 0.05427286587655544, "loss_ce_4": 0.058387985453009605, "loss_ce_5": 0.05416654609143734, "loss_ce_6": 0.05326654016971588, "loss_ce_7": 0.04822729714214802, "loss_ce_8": 0.05549468845129013, "loss_dice": 0.7576724588871002, "loss_dice_0": 0.8284363448619843, "loss_dice_1": 0.7873287200927734, "loss_dice_2": 0.708986222743988, "loss_dice_3": 0.7413182854652405, "loss_dice_4": 0.7395352721214294, "loss_dice_5": 0.7597022950649261, "loss_dice_6": 0.7108828723430634, "loss_dice_7": 0.7366449534893036, "loss_dice_8": 0.7937120497226715, "loss_mask": 0.21583973616361618, "loss_mask_0": 0.26625756919384, "loss_mask_1": 0.20762872695922852, "loss_mask_2": 0.21367836743593216, "loss_mask_3": 0.206993006169796, "loss_mask_4": 0.2188381627202034, "loss_mask_5": 0.21246615797281265, "loss_mask_6": 0.2234460785984993, "loss_mask_7": 0.21796146780252457, "loss_mask_8": 0.23829960823059082, "lr": 2.5e-05, "rank_data_time": 0.00942159304395318, "time": 1.0215966450050473, "total_loss": 11.077750697731972} +{"data_time": 0.009358834009617567, "eta_seconds": 39792.627406306565, "iteration": 108299, "loss_ce": 0.054862501099705696, "loss_ce_0": 0.4643000364303589, "loss_ce_1": 0.10255147144198418, "loss_ce_2": 0.0649152360856533, "loss_ce_3": 0.060854194685816765, "loss_ce_4": 0.05708947218954563, "loss_ce_5": 0.06240810826420784, "loss_ce_6": 0.057157525792717934, "loss_ce_7": 0.05291672237217426, "loss_ce_8": 0.0580478273332119, "loss_dice": 0.7082887291908264, "loss_dice_0": 0.8369169533252716, "loss_dice_1": 0.7465157806873322, "loss_dice_2": 0.7762348651885986, "loss_dice_3": 0.7855313420295715, "loss_dice_4": 0.6950393319129944, "loss_dice_5": 0.7100480198860168, "loss_dice_6": 0.704142689704895, "loss_dice_7": 0.7142856121063232, "loss_dice_8": 0.6967260837554932, "loss_mask": 0.2754186689853668, "loss_mask_0": 0.3194636106491089, "loss_mask_1": 0.2771523594856262, "loss_mask_2": 0.2897036671638489, "loss_mask_3": 0.2812783271074295, "loss_mask_4": 0.27904748916625977, "loss_mask_5": 0.287610188126564, "loss_mask_6": 0.27981069684028625, "loss_mask_7": 0.27432572841644287, "loss_mask_8": 0.27479684352874756, "lr": 2.5e-05, "rank_data_time": 0.009358834009617567, "time": 0.9656600672751665, "total_loss": 11.374668531119823} +{"data_time": 0.009405649732798338, "eta_seconds": 39602.2784313187, "iteration": 108319, "loss_ce": 0.06786300987005234, "loss_ce_0": 0.5423375070095062, "loss_ce_1": 0.1319548897445202, "loss_ce_2": 0.07495566457509995, "loss_ce_3": 0.08180190622806549, "loss_ce_4": 0.07585600018501282, "loss_ce_5": 0.0924554206430912, "loss_ce_6": 0.07886659726500511, "loss_ce_7": 0.0761624425649643, "loss_ce_8": 0.07366577163338661, "loss_dice": 0.6888841688632965, "loss_dice_0": 0.9367592334747314, "loss_dice_1": 0.8298459947109222, "loss_dice_2": 0.7786730229854584, "loss_dice_3": 0.7570491433143616, "loss_dice_4": 0.7299353778362274, "loss_dice_5": 0.7479262351989746, "loss_dice_6": 0.6936945021152496, "loss_dice_7": 0.7021047174930573, "loss_dice_8": 0.6889714002609253, "loss_mask": 0.18145401030778885, "loss_mask_0": 0.2596103399991989, "loss_mask_1": 0.18559349328279495, "loss_mask_2": 0.1670108363032341, "loss_mask_3": 0.16564598679542542, "loss_mask_4": 0.1640656292438507, "loss_mask_5": 0.17704962193965912, "loss_mask_6": 0.1676587015390396, "loss_mask_7": 0.16854709386825562, "loss_mask_8": 0.17320312559604645, "lr": 2.5e-05, "rank_data_time": 0.009405649732798338, "time": 0.9301010775379837, "total_loss": 11.446402387227863} +{"data_time": 0.009829597547650337, "eta_seconds": 39530.45222751796, "iteration": 108339, "loss_ce": 0.0393986776471138, "loss_ce_0": 0.39739890396595, "loss_ce_1": 0.06726593151688576, "loss_ce_2": 0.04811442270874977, "loss_ce_3": 0.046971019357442856, "loss_ce_4": 0.05163751170039177, "loss_ce_5": 0.03713052533566952, "loss_ce_6": 0.03830854035913944, "loss_ce_7": 0.03528498858213425, "loss_ce_8": 0.04034977778792381, "loss_dice": 0.6753716468811035, "loss_dice_0": 0.7900848984718323, "loss_dice_1": 0.6807645857334137, "loss_dice_2": 0.6723793148994446, "loss_dice_3": 0.6908988952636719, "loss_dice_4": 0.6873319745063782, "loss_dice_5": 0.7282270193099976, "loss_dice_6": 0.6772063970565796, "loss_dice_7": 0.7159819006919861, "loss_dice_8": 0.6629302203655243, "loss_mask": 0.1962403506040573, "loss_mask_0": 0.25564388930797577, "loss_mask_1": 0.20041804015636444, "loss_mask_2": 0.1968761533498764, "loss_mask_3": 0.199649840593338, "loss_mask_4": 0.19225501269102097, "loss_mask_5": 0.2097240835428238, "loss_mask_6": 0.20746975392103195, "loss_mask_7": 0.21080110222101212, "loss_mask_8": 0.2017212137579918, "lr": 2.5e-05, "rank_data_time": 0.009829597547650337, "time": 0.9518882017582655, "total_loss": 10.173414504155517} +{"data_time": 0.009755340404808521, "eta_seconds": 39445.07750630379, "iteration": 108359, "loss_ce": 0.054101916030049324, "loss_ce_0": 0.4870094060897827, "loss_ce_1": 0.12303685024380684, "loss_ce_2": 0.10752538964152336, "loss_ce_3": 0.09418239444494247, "loss_ce_4": 0.06558804214000702, "loss_ce_5": 0.058379847556352615, "loss_ce_6": 0.06591504067182541, "loss_ce_7": 0.06395844556391239, "loss_ce_8": 0.07350396737456322, "loss_dice": 0.7258365154266357, "loss_dice_0": 0.8314839005470276, "loss_dice_1": 0.7610116899013519, "loss_dice_2": 0.7770647406578064, "loss_dice_3": 0.7951186299324036, "loss_dice_4": 0.7928768992424011, "loss_dice_5": 0.7686384916305542, "loss_dice_6": 0.7455870807170868, "loss_dice_7": 0.7332844138145447, "loss_dice_8": 0.7338455319404602, "loss_mask": 0.24941973388195038, "loss_mask_0": 0.29948781430721283, "loss_mask_1": 0.2722034901380539, "loss_mask_2": 0.23294322192668915, "loss_mask_3": 0.24191167205572128, "loss_mask_4": 0.25101959705352783, "loss_mask_5": 0.2538415268063545, "loss_mask_6": 0.2499096840620041, "loss_mask_7": 0.24625325202941895, "loss_mask_8": 0.24358239024877548, "lr": 2.5e-05, "rank_data_time": 0.009755340404808521, "time": 0.8997051706537604, "total_loss": 12.493727764114738} +{"data_time": 0.009464843664318323, "eta_seconds": 39487.67035281286, "iteration": 108379, "loss_ce": 0.05025307647883892, "loss_ce_0": 0.3795163184404373, "loss_ce_1": 0.13706613332033157, "loss_ce_2": 0.08265739306807518, "loss_ce_3": 0.05713617615401745, "loss_ce_4": 0.0561781357973814, "loss_ce_5": 0.049956560134887695, "loss_ce_6": 0.051120825111866, "loss_ce_7": 0.05163325555622578, "loss_ce_8": 0.04975331202149391, "loss_dice": 0.7404489517211914, "loss_dice_0": 0.841785192489624, "loss_dice_1": 0.7457453608512878, "loss_dice_2": 0.8095260858535767, "loss_dice_3": 0.7349733114242554, "loss_dice_4": 0.746555507183075, "loss_dice_5": 0.7375127971172333, "loss_dice_6": 0.7579325437545776, "loss_dice_7": 0.7401553988456726, "loss_dice_8": 0.6920260190963745, "loss_mask": 0.20433013141155243, "loss_mask_0": 0.27746883034706116, "loss_mask_1": 0.2352963238954544, "loss_mask_2": 0.21763139963150024, "loss_mask_3": 0.20208332687616348, "loss_mask_4": 0.20662088692188263, "loss_mask_5": 0.20527854561805725, "loss_mask_6": 0.20665404200553894, "loss_mask_7": 0.20362839102745056, "loss_mask_8": 0.20951231569051743, "lr": 2.5e-05, "rank_data_time": 0.009464843664318323, "time": 0.9593740398995578, "total_loss": 11.113641196861863} +{"data_time": 0.00990329310297966, "eta_seconds": 39469.26575219259, "iteration": 108399, "loss_ce": 0.055232295766472816, "loss_ce_0": 0.4815741330385208, "loss_ce_1": 0.17264709621667862, "loss_ce_2": 0.0956065021455288, "loss_ce_3": 0.10037481784820557, "loss_ce_4": 0.12460862845182419, "loss_ce_5": 0.08830038085579872, "loss_ce_6": 0.07499996572732925, "loss_ce_7": 0.0752900019288063, "loss_ce_8": 0.05650665611028671, "loss_dice": 0.6890056431293488, "loss_dice_0": 0.8298443555831909, "loss_dice_1": 0.7845885455608368, "loss_dice_2": 0.7348065376281738, "loss_dice_3": 0.7225249111652374, "loss_dice_4": 0.7312688529491425, "loss_dice_5": 0.6585237979888916, "loss_dice_6": 0.746286004781723, "loss_dice_7": 0.724950909614563, "loss_dice_8": 0.6918191909790039, "loss_mask": 0.21813791245222092, "loss_mask_0": 0.2528703659772873, "loss_mask_1": 0.22815389186143875, "loss_mask_2": 0.22634164988994598, "loss_mask_3": 0.22797899693250656, "loss_mask_4": 0.2200634554028511, "loss_mask_5": 0.22025790810585022, "loss_mask_6": 0.21600349247455597, "loss_mask_7": 0.22058367729187012, "loss_mask_8": 0.22584017366170883, "lr": 2.5e-05, "rank_data_time": 0.00990329310297966, "time": 0.9381713038310409, "total_loss": 10.880447078496218} +{"data_time": 0.009423250332474709, "eta_seconds": 39695.84696508944, "iteration": 108419, "loss_ce": 0.06590915843844414, "loss_ce_0": 0.4506111145019531, "loss_ce_1": 0.12812117487192154, "loss_ce_2": 0.1161712147295475, "loss_ce_3": 0.08507510274648666, "loss_ce_4": 0.08181522414088249, "loss_ce_5": 0.06970749795436859, "loss_ce_6": 0.06685486435890198, "loss_ce_7": 0.0771317146718502, "loss_ce_8": 0.06818667612969875, "loss_dice": 0.7538242936134338, "loss_dice_0": 0.8374470174312592, "loss_dice_1": 0.7996914088726044, "loss_dice_2": 0.7096027135848999, "loss_dice_3": 0.7279110252857208, "loss_dice_4": 0.6986022591590881, "loss_dice_5": 0.7545105516910553, "loss_dice_6": 0.7551182806491852, "loss_dice_7": 0.681018590927124, "loss_dice_8": 0.727375715970993, "loss_mask": 0.1815914362668991, "loss_mask_0": 0.24332473427057266, "loss_mask_1": 0.203712597489357, "loss_mask_2": 0.19727209210395813, "loss_mask_3": 0.17959706485271454, "loss_mask_4": 0.18012089282274246, "loss_mask_5": 0.18568212538957596, "loss_mask_6": 0.18447070568799973, "loss_mask_7": 0.17500442266464233, "loss_mask_8": 0.1812904328107834, "lr": 2.5e-05, "rank_data_time": 0.009423250332474709, "time": 0.9595491904765368, "total_loss": 11.594301279634237} +{"data_time": 0.010015711653977633, "eta_seconds": 39863.73943149112, "iteration": 108439, "loss_ce": 0.054422393441200256, "loss_ce_0": 0.4309437721967697, "loss_ce_1": 0.09088629111647606, "loss_ce_2": 0.06902321614325047, "loss_ce_3": 0.058237215504050255, "loss_ce_4": 0.057657305151224136, "loss_ce_5": 0.05503502115607262, "loss_ce_6": 0.056785453110933304, "loss_ce_7": 0.05391567386686802, "loss_ce_8": 0.055455323308706284, "loss_dice": 0.682839572429657, "loss_dice_0": 0.8450855910778046, "loss_dice_1": 0.7300427556037903, "loss_dice_2": 0.672313928604126, "loss_dice_3": 0.6727589666843414, "loss_dice_4": 0.6924765706062317, "loss_dice_5": 0.661097913980484, "loss_dice_6": 0.7167910039424896, "loss_dice_7": 0.706430196762085, "loss_dice_8": 0.658872663974762, "loss_mask": 0.2193395048379898, "loss_mask_0": 0.24329669028520584, "loss_mask_1": 0.24222160130739212, "loss_mask_2": 0.23196081817150116, "loss_mask_3": 0.21406546980142593, "loss_mask_4": 0.21873831748962402, "loss_mask_5": 0.21919939666986465, "loss_mask_6": 0.22487865388393402, "loss_mask_7": 0.20607558637857437, "loss_mask_8": 0.22118666768074036, "lr": 2.5e-05, "rank_data_time": 0.010015711653977633, "time": 0.9357036724686623, "total_loss": 11.026699643582106} +{"data_time": 0.009857208468019962, "eta_seconds": 40392.452222239226, "iteration": 108459, "loss_ce": 0.04726142808794975, "loss_ce_0": 0.5133095979690552, "loss_ce_1": 0.0933597944676876, "loss_ce_2": 0.06869537197053432, "loss_ce_3": 0.0642000362277031, "loss_ce_4": 0.05009504780173302, "loss_ce_5": 0.04705451615154743, "loss_ce_6": 0.052337342873215675, "loss_ce_7": 0.04518035613000393, "loss_ce_8": 0.05052467621862888, "loss_dice": 0.639498233795166, "loss_dice_0": 0.8906241059303284, "loss_dice_1": 0.7193985879421234, "loss_dice_2": 0.6853866875171661, "loss_dice_3": 0.6836121082305908, "loss_dice_4": 0.6550962328910828, "loss_dice_5": 0.6918910443782806, "loss_dice_6": 0.6371517777442932, "loss_dice_7": 0.6843655109405518, "loss_dice_8": 0.6446247398853302, "loss_mask": 0.18689963966608047, "loss_mask_0": 0.2447255179286003, "loss_mask_1": 0.18195662647485733, "loss_mask_2": 0.17937807738780975, "loss_mask_3": 0.1826581507921219, "loss_mask_4": 0.18337908387184143, "loss_mask_5": 0.17861171066761017, "loss_mask_6": 0.17756465077400208, "loss_mask_7": 0.17879342287778854, "loss_mask_8": 0.17716800421476364, "lr": 2.5e-05, "rank_data_time": 0.009857208468019962, "time": 1.1999432160519063, "total_loss": 10.739856354892254} +{"data_time": 0.00974892545491457, "eta_seconds": 40666.94388625212, "iteration": 108479, "loss_ce": 0.06149783544242382, "loss_ce_0": 0.5221395194530487, "loss_ce_1": 0.1328166201710701, "loss_ce_2": 0.13887640833854675, "loss_ce_3": 0.11510372906923294, "loss_ce_4": 0.07640954479575157, "loss_ce_5": 0.0836917795240879, "loss_ce_6": 0.06449327617883682, "loss_ce_7": 0.07086719945073128, "loss_ce_8": 0.060558443889021873, "loss_dice": 0.794498860836029, "loss_dice_0": 1.011168122291565, "loss_dice_1": 0.8672710061073303, "loss_dice_2": 0.8582248985767365, "loss_dice_3": 0.7725692093372345, "loss_dice_4": 0.8435764610767365, "loss_dice_5": 0.8012900352478027, "loss_dice_6": 0.7953426539897919, "loss_dice_7": 0.8077989220619202, "loss_dice_8": 0.8674664199352264, "loss_mask": 0.19745904952287674, "loss_mask_0": 0.23385977745056152, "loss_mask_1": 0.22114568203687668, "loss_mask_2": 0.22492191195487976, "loss_mask_3": 0.201396606862545, "loss_mask_4": 0.19950638711452484, "loss_mask_5": 0.19898293167352676, "loss_mask_6": 0.20047686249017715, "loss_mask_7": 0.19819460809230804, "loss_mask_8": 0.19839879125356674, "lr": 2.5e-05, "rank_data_time": 0.00974892545491457, "time": 1.052050247322768, "total_loss": 11.88926906697452} +{"data_time": 0.010174234863370657, "eta_seconds": 40868.23233515024, "iteration": 108499, "loss_ce": 0.09376944229006767, "loss_ce_0": 0.5939916670322418, "loss_ce_1": 0.1499360427260399, "loss_ce_2": 0.13823626190423965, "loss_ce_3": 0.11621810123324394, "loss_ce_4": 0.09577244892716408, "loss_ce_5": 0.09641142934560776, "loss_ce_6": 0.09753187745809555, "loss_ce_7": 0.09060211479663849, "loss_ce_8": 0.09174566343426704, "loss_dice": 0.7454131841659546, "loss_dice_0": 0.8710591793060303, "loss_dice_1": 0.8189130127429962, "loss_dice_2": 0.7842221856117249, "loss_dice_3": 0.7640294432640076, "loss_dice_4": 0.7716322541236877, "loss_dice_5": 0.7405312359333038, "loss_dice_6": 0.7177322208881378, "loss_dice_7": 0.7583358585834503, "loss_dice_8": 0.7338441908359528, "loss_mask": 0.22949062287807465, "loss_mask_0": 0.23770397156476974, "loss_mask_1": 0.24657806009054184, "loss_mask_2": 0.23523452877998352, "loss_mask_3": 0.2093859240412712, "loss_mask_4": 0.23034536093473434, "loss_mask_5": 0.23070447146892548, "loss_mask_6": 0.22852274775505066, "loss_mask_7": 0.22549866139888763, "loss_mask_8": 0.22698375582695007, "lr": 2.5e-05, "rank_data_time": 0.010174234863370657, "time": 1.119830290786922, "total_loss": 11.548694273456931} +{"data_time": 0.010146657936275005, "eta_seconds": 40899.64745007455, "iteration": 108519, "loss_ce": 0.07335561141371727, "loss_ce_0": 0.5160300582647324, "loss_ce_1": 0.17069817334413528, "loss_ce_2": 0.1187509037554264, "loss_ce_3": 0.0860445536673069, "loss_ce_4": 0.09224531054496765, "loss_ce_5": 0.07887931168079376, "loss_ce_6": 0.07295940071344376, "loss_ce_7": 0.07110103219747543, "loss_ce_8": 0.07931965589523315, "loss_dice": 0.7353160083293915, "loss_dice_0": 0.889249712228775, "loss_dice_1": 0.7959234118461609, "loss_dice_2": 0.7520709037780762, "loss_dice_3": 0.7539035677909851, "loss_dice_4": 0.7485531568527222, "loss_dice_5": 0.7328718602657318, "loss_dice_6": 0.8015152215957642, "loss_dice_7": 0.7104615569114685, "loss_dice_8": 0.7518177628517151, "loss_mask": 0.2481551319360733, "loss_mask_0": 0.3371374160051346, "loss_mask_1": 0.2366911545395851, "loss_mask_2": 0.2175929918885231, "loss_mask_3": 0.2726559489965439, "loss_mask_4": 0.262170746922493, "loss_mask_5": 0.25063495337963104, "loss_mask_6": 0.2584232836961746, "loss_mask_7": 0.24716413021087646, "loss_mask_8": 0.24584978073835373, "lr": 2.5e-05, "rank_data_time": 0.010146657936275005, "time": 0.9711503051221371, "total_loss": 12.298196118324995} +{"data_time": 0.009558254852890968, "eta_seconds": 40663.244624733925, "iteration": 108539, "loss_ce": 0.06181264668703079, "loss_ce_0": 0.6046425998210907, "loss_ce_1": 0.16406597197055817, "loss_ce_2": 0.15244964510202408, "loss_ce_3": 0.07523290812969208, "loss_ce_4": 0.06322092562913895, "loss_ce_5": 0.05834160000085831, "loss_ce_6": 0.0578443706035614, "loss_ce_7": 0.061699122190475464, "loss_ce_8": 0.05918821506202221, "loss_dice": 0.7394633889198303, "loss_dice_0": 0.8522745966911316, "loss_dice_1": 0.7556797564029694, "loss_dice_2": 0.7401650846004486, "loss_dice_3": 0.7312433421611786, "loss_dice_4": 0.7396214306354523, "loss_dice_5": 0.7398465573787689, "loss_dice_6": 0.6896883547306061, "loss_dice_7": 0.7022619247436523, "loss_dice_8": 0.7343983054161072, "loss_mask": 0.21764392405748367, "loss_mask_0": 0.2497909814119339, "loss_mask_1": 0.23020532727241516, "loss_mask_2": 0.22102191299200058, "loss_mask_3": 0.21640395373106003, "loss_mask_4": 0.2197238877415657, "loss_mask_5": 0.217706099152565, "loss_mask_6": 0.22079458832740784, "loss_mask_7": 0.2240539789199829, "loss_mask_8": 0.22050999104976654, "lr": 2.5e-05, "rank_data_time": 0.009558254852890968, "time": 0.9931018599309027, "total_loss": 11.179278276860714} +{"data_time": 0.009880914818495512, "eta_seconds": 40248.54922526516, "iteration": 108559, "loss_ce": 0.06580694764852524, "loss_ce_0": 0.42582473158836365, "loss_ce_1": 0.11347933486104012, "loss_ce_2": 0.09107458218932152, "loss_ce_3": 0.07633519917726517, "loss_ce_4": 0.08763539418578148, "loss_ce_5": 0.07099091820418835, "loss_ce_6": 0.07343168556690216, "loss_ce_7": 0.06959773600101471, "loss_ce_8": 0.06839053332805634, "loss_dice": 0.6629872918128967, "loss_dice_0": 0.830725222826004, "loss_dice_1": 0.7775498628616333, "loss_dice_2": 0.7120505571365356, "loss_dice_3": 0.6840187013149261, "loss_dice_4": 0.703999787569046, "loss_dice_5": 0.7380138635635376, "loss_dice_6": 0.7207880914211273, "loss_dice_7": 0.6955056190490723, "loss_dice_8": 0.7391997575759888, "loss_mask": 0.18849942833185196, "loss_mask_0": 0.21773959696292877, "loss_mask_1": 0.1899223029613495, "loss_mask_2": 0.18116245418787003, "loss_mask_3": 0.1794520542025566, "loss_mask_4": 0.1852007582783699, "loss_mask_5": 0.18446587026119232, "loss_mask_6": 0.18422722071409225, "loss_mask_7": 0.18333011865615845, "loss_mask_8": 0.1900598257780075, "lr": 2.5e-05, "rank_data_time": 0.009880914818495512, "time": 0.9426002455875278, "total_loss": 10.274496271274984} +{"data_time": 0.009705926291644573, "eta_seconds": 40166.16602618247, "iteration": 108579, "loss_ce": 0.08041766658425331, "loss_ce_0": 0.5929313898086548, "loss_ce_1": 0.16818922758102417, "loss_ce_2": 0.1245931014418602, "loss_ce_3": 0.09569050371646881, "loss_ce_4": 0.08462391793727875, "loss_ce_5": 0.07852783799171448, "loss_ce_6": 0.07962829992175102, "loss_ce_7": 0.08301074802875519, "loss_ce_8": 0.08055752515792847, "loss_dice": 0.7688455283641815, "loss_dice_0": 0.8117474913597107, "loss_dice_1": 0.783239334821701, "loss_dice_2": 0.7757902443408966, "loss_dice_3": 0.8049562275409698, "loss_dice_4": 0.8100306689739227, "loss_dice_5": 0.78893181681633, "loss_dice_6": 0.7732667624950409, "loss_dice_7": 0.80645751953125, "loss_dice_8": 0.7597925961017609, "loss_mask": 0.24598868191242218, "loss_mask_0": 0.31348975002765656, "loss_mask_1": 0.25316430628299713, "loss_mask_2": 0.254536435008049, "loss_mask_3": 0.2430952712893486, "loss_mask_4": 0.23828290402889252, "loss_mask_5": 0.23880507051944733, "loss_mask_6": 0.2504661828279495, "loss_mask_7": 0.2494451105594635, "loss_mask_8": 0.2478359341621399, "lr": 2.5e-05, "rank_data_time": 0.009705926291644573, "time": 0.9440208063460886, "total_loss": 12.164941906929016} +{"data_time": 0.0094751943834126, "eta_seconds": 39881.63843378425, "iteration": 108599, "loss_ce": 0.05029281601309776, "loss_ce_0": 0.42927516996860504, "loss_ce_1": 0.08531301468610764, "loss_ce_2": 0.061145929619669914, "loss_ce_3": 0.0610230453312397, "loss_ce_4": 0.05252920091152191, "loss_ce_5": 0.049158817157149315, "loss_ce_6": 0.049553221091628075, "loss_ce_7": 0.050601160153746605, "loss_ce_8": 0.047964856028556824, "loss_dice": 0.695252001285553, "loss_dice_0": 0.8661032319068909, "loss_dice_1": 0.6827309131622314, "loss_dice_2": 0.7068017721176147, "loss_dice_3": 0.6960679888725281, "loss_dice_4": 0.6553621888160706, "loss_dice_5": 0.7024342119693756, "loss_dice_6": 0.6703377068042755, "loss_dice_7": 0.6652604937553406, "loss_dice_8": 0.6704716086387634, "loss_mask": 0.2276507019996643, "loss_mask_0": 0.2865356057882309, "loss_mask_1": 0.24600079655647278, "loss_mask_2": 0.24808699637651443, "loss_mask_3": 0.24306496232748032, "loss_mask_4": 0.22297780960798264, "loss_mask_5": 0.23044567555189133, "loss_mask_6": 0.22608377039432526, "loss_mask_7": 0.2318502590060234, "loss_mask_8": 0.23174411058425903, "lr": 2.5e-05, "rank_data_time": 0.0094751943834126, "time": 0.9108743597753346, "total_loss": 10.1246722266078} +{"data_time": 0.009452259168028831, "eta_seconds": 39555.17470004037, "iteration": 108619, "loss_ce": 0.06988634541630745, "loss_ce_0": 0.6457805931568146, "loss_ce_1": 0.13314704596996307, "loss_ce_2": 0.10996649414300919, "loss_ce_3": 0.0922093503177166, "loss_ce_4": 0.07303130626678467, "loss_ce_5": 0.08047911524772644, "loss_ce_6": 0.08382420614361763, "loss_ce_7": 0.08518017455935478, "loss_ce_8": 0.0711355060338974, "loss_dice": 0.7624325752258301, "loss_dice_0": 0.9677055776119232, "loss_dice_1": 0.8506080508232117, "loss_dice_2": 0.7804855704307556, "loss_dice_3": 0.7749000787734985, "loss_dice_4": 0.7540179193019867, "loss_dice_5": 0.7714351713657379, "loss_dice_6": 0.771435558795929, "loss_dice_7": 0.785919189453125, "loss_dice_8": 0.8332252502441406, "loss_mask": 0.18197084963321686, "loss_mask_0": 0.22761468589305878, "loss_mask_1": 0.1963290497660637, "loss_mask_2": 0.18797729909420013, "loss_mask_3": 0.18663287162780762, "loss_mask_4": 0.18581684678792953, "loss_mask_5": 0.1833496242761612, "loss_mask_6": 0.185248963534832, "loss_mask_7": 0.1819928139448166, "loss_mask_8": 0.1772186979651451, "lr": 2.5e-05, "rank_data_time": 0.009452259168028831, "time": 0.9263543137349188, "total_loss": 11.610775049775839} +{"data_time": 0.010025842115283012, "eta_seconds": 39426.9654247351, "iteration": 108639, "loss_ce": 0.054177479818463326, "loss_ce_0": 0.5065037310123444, "loss_ce_1": 0.19147244095802307, "loss_ce_2": 0.11513479426503181, "loss_ce_3": 0.07605719938874245, "loss_ce_4": 0.11287935450673103, "loss_ce_5": 0.06443416140973568, "loss_ce_6": 0.06378896534442902, "loss_ce_7": 0.06486503593623638, "loss_ce_8": 0.06209508702158928, "loss_dice": 0.6441963315010071, "loss_dice_0": 0.7879688441753387, "loss_dice_1": 0.6899029314517975, "loss_dice_2": 0.684469610452652, "loss_dice_3": 0.6664040088653564, "loss_dice_4": 0.6260489821434021, "loss_dice_5": 0.6382167935371399, "loss_dice_6": 0.6679988205432892, "loss_dice_7": 0.6374108493328094, "loss_dice_8": 0.6103651821613312, "loss_mask": 0.1987191066145897, "loss_mask_0": 0.26622217893600464, "loss_mask_1": 0.20096082985401154, "loss_mask_2": 0.2004806473851204, "loss_mask_3": 0.20374614000320435, "loss_mask_4": 0.1958533301949501, "loss_mask_5": 0.19458208233118057, "loss_mask_6": 0.1949303299188614, "loss_mask_7": 0.19827764481306076, "loss_mask_8": 0.19584213942289352, "lr": 2.5e-05, "rank_data_time": 0.010025842115283012, "time": 0.9848916176706553, "total_loss": 11.503716945648193} +{"data_time": 0.009279204532504082, "eta_seconds": 39191.16252467036, "iteration": 108659, "loss_ce": 0.020386172458529472, "loss_ce_0": 0.29335375130176544, "loss_ce_1": 0.04273628629744053, "loss_ce_2": 0.03211413137614727, "loss_ce_3": 0.026192380115389824, "loss_ce_4": 0.02059916313737631, "loss_ce_5": 0.019283046945929527, "loss_ce_6": 0.019436960108578205, "loss_ce_7": 0.019494707696139812, "loss_ce_8": 0.020403116941452026, "loss_dice": 0.6030617654323578, "loss_dice_0": 0.7453433573246002, "loss_dice_1": 0.630184143781662, "loss_dice_2": 0.5887994170188904, "loss_dice_3": 0.5899734199047089, "loss_dice_4": 0.5780162513256073, "loss_dice_5": 0.6414479613304138, "loss_dice_6": 0.5922189950942993, "loss_dice_7": 0.5795308649539948, "loss_dice_8": 0.5950914621353149, "loss_mask": 0.1988486647605896, "loss_mask_0": 0.2713228911161423, "loss_mask_1": 0.19086706638336182, "loss_mask_2": 0.2018153816461563, "loss_mask_3": 0.19405168294906616, "loss_mask_4": 0.19055673480033875, "loss_mask_5": 0.19959214329719543, "loss_mask_6": 0.19528226554393768, "loss_mask_7": 0.19211973994970322, "loss_mask_8": 0.1917107105255127, "lr": 2.5e-05, "rank_data_time": 0.009279204532504082, "time": 0.9960794146172702, "total_loss": 10.263192589394748} +{"data_time": 0.00992602203041315, "eta_seconds": 38710.87439089082, "iteration": 108679, "loss_ce": 0.060802485793828964, "loss_ce_0": 0.46466614305973053, "loss_ce_1": 0.14793305099010468, "loss_ce_2": 0.08013656735420227, "loss_ce_3": 0.08055249601602554, "loss_ce_4": 0.05367942713201046, "loss_ce_5": 0.050650689750909805, "loss_ce_6": 0.04612833075225353, "loss_ce_7": 0.047115810215473175, "loss_ce_8": 0.061313968151807785, "loss_dice": 0.5772131681442261, "loss_dice_0": 0.6607235372066498, "loss_dice_1": 0.6292787492275238, "loss_dice_2": 0.5903666913509369, "loss_dice_3": 0.6164566278457642, "loss_dice_4": 0.5955199599266052, "loss_dice_5": 0.6261202394962311, "loss_dice_6": 0.5498099327087402, "loss_dice_7": 0.535892516374588, "loss_dice_8": 0.556327760219574, "loss_mask": 0.21693198382854462, "loss_mask_0": 0.30043694376945496, "loss_mask_1": 0.2339181751012802, "loss_mask_2": 0.22960598766803741, "loss_mask_3": 0.20954272896051407, "loss_mask_4": 0.2174685001373291, "loss_mask_5": 0.21620430797338486, "loss_mask_6": 0.20874444395303726, "loss_mask_7": 0.2025214359164238, "loss_mask_8": 0.21482154726982117, "lr": 2.5e-05, "rank_data_time": 0.00992602203041315, "time": 0.9246658659540117, "total_loss": 9.68207262037322} +{"data_time": 0.010203634854406118, "eta_seconds": 38905.88844018057, "iteration": 108699, "loss_ce": 0.05431498773396015, "loss_ce_0": 0.5404952168464661, "loss_ce_1": 0.10154557973146439, "loss_ce_2": 0.07625625282526016, "loss_ce_3": 0.06645763479173183, "loss_ce_4": 0.05960742011666298, "loss_ce_5": 0.056614989414811134, "loss_ce_6": 0.05846797116100788, "loss_ce_7": 0.05526018142700195, "loss_ce_8": 0.05335959978401661, "loss_dice": 0.6060202717781067, "loss_dice_0": 0.7517663240432739, "loss_dice_1": 0.617155909538269, "loss_dice_2": 0.5968869626522064, "loss_dice_3": 0.6150408983230591, "loss_dice_4": 0.6257637143135071, "loss_dice_5": 0.6251623928546906, "loss_dice_6": 0.6163369417190552, "loss_dice_7": 0.6106435656547546, "loss_dice_8": 0.6329248547554016, "loss_mask": 0.2840428352355957, "loss_mask_0": 0.28575369715690613, "loss_mask_1": 0.28103648126125336, "loss_mask_2": 0.2795265465974808, "loss_mask_3": 0.2765722870826721, "loss_mask_4": 0.2898266315460205, "loss_mask_5": 0.27238087356090546, "loss_mask_6": 0.2749328762292862, "loss_mask_7": 0.2847794145345688, "loss_mask_8": 0.28530558943748474, "lr": 2.5e-05, "rank_data_time": 0.010203634854406118, "time": 1.017584671266377, "total_loss": 11.229896552860737} +{"data_time": 0.008861260954290628, "eta_seconds": 38589.71024848521, "iteration": 108719, "loss_ce": 0.05869065783917904, "loss_ce_0": 0.43525029718875885, "loss_ce_1": 0.08618009090423584, "loss_ce_2": 0.064587926492095, "loss_ce_3": 0.06330198980867863, "loss_ce_4": 0.05610420182347298, "loss_ce_5": 0.07072072476148605, "loss_ce_6": 0.06410973146557808, "loss_ce_7": 0.05715015158057213, "loss_ce_8": 0.060733648017048836, "loss_dice": 0.656958818435669, "loss_dice_0": 0.7660731673240662, "loss_dice_1": 0.6956700682640076, "loss_dice_2": 0.6402916610240936, "loss_dice_3": 0.6630442440509796, "loss_dice_4": 0.6361254453659058, "loss_dice_5": 0.6432746648788452, "loss_dice_6": 0.6034089624881744, "loss_dice_7": 0.6184827983379364, "loss_dice_8": 0.6307755410671234, "loss_mask": 0.18026452511548996, "loss_mask_0": 0.20820411294698715, "loss_mask_1": 0.18936803191900253, "loss_mask_2": 0.1853514015674591, "loss_mask_3": 0.18327314406633377, "loss_mask_4": 0.1843942478299141, "loss_mask_5": 0.18465326726436615, "loss_mask_6": 0.1800675466656685, "loss_mask_7": 0.18203441053628922, "loss_mask_8": 0.17686302959918976, "lr": 2.5e-05, "rank_data_time": 0.008861260954290628, "time": 0.9072152716107666, "total_loss": 9.457993783056736} +{"data_time": 0.008873519487679005, "eta_seconds": 38416.03739395738, "iteration": 108739, "loss_ce": 0.09227550402283669, "loss_ce_0": 0.5467328727245331, "loss_ce_1": 0.1150924451649189, "loss_ce_2": 0.1635502129793167, "loss_ce_3": 0.10488513857126236, "loss_ce_4": 0.0974707342684269, "loss_ce_5": 0.06688696332275867, "loss_ce_6": 0.09305878356099129, "loss_ce_7": 0.1061510443687439, "loss_ce_8": 0.07872864603996277, "loss_dice": 0.6138719320297241, "loss_dice_0": 0.841515451669693, "loss_dice_1": 0.6785679459571838, "loss_dice_2": 0.6633736491203308, "loss_dice_3": 0.6862318515777588, "loss_dice_4": 0.6829800307750702, "loss_dice_5": 0.6942521631717682, "loss_dice_6": 0.5993742048740387, "loss_dice_7": 0.6707556843757629, "loss_dice_8": 0.6591654121875763, "loss_mask": 0.20101777464151382, "loss_mask_0": 0.23582006990909576, "loss_mask_1": 0.2205035537481308, "loss_mask_2": 0.21319715678691864, "loss_mask_3": 0.20850685983896255, "loss_mask_4": 0.2029414027929306, "loss_mask_5": 0.20508772134780884, "loss_mask_6": 0.20400922000408173, "loss_mask_7": 0.20233088731765747, "loss_mask_8": 0.2112039476633072, "lr": 2.5e-05, "rank_data_time": 0.008873519487679005, "time": 0.9067188268527389, "total_loss": 10.536349235102534} +{"data_time": 0.00888490118086338, "eta_seconds": 38626.3066696655, "iteration": 108759, "loss_ce": 0.03460865281522274, "loss_ce_0": 0.40271608531475067, "loss_ce_1": 0.07528615929186344, "loss_ce_2": 0.0587941687554121, "loss_ce_3": 0.0483030341565609, "loss_ce_4": 0.04683436453342438, "loss_ce_5": 0.037705548107624054, "loss_ce_6": 0.03871014155447483, "loss_ce_7": 0.035346176475286484, "loss_ce_8": 0.03506146930158138, "loss_dice": 0.7130623757839203, "loss_dice_0": 0.8264136016368866, "loss_dice_1": 0.6645961403846741, "loss_dice_2": 0.7088528573513031, "loss_dice_3": 0.7013808488845825, "loss_dice_4": 0.6684614717960358, "loss_dice_5": 0.657514363527298, "loss_dice_6": 0.6597302556037903, "loss_dice_7": 0.6740879118442535, "loss_dice_8": 0.6968302130699158, "loss_mask": 0.2187476083636284, "loss_mask_0": 0.2561178207397461, "loss_mask_1": 0.23293358087539673, "loss_mask_2": 0.23931167274713516, "loss_mask_3": 0.22296928614377975, "loss_mask_4": 0.22313421219587326, "loss_mask_5": 0.22064265608787537, "loss_mask_6": 0.22128643840551376, "loss_mask_7": 0.22415825724601746, "loss_mask_8": 0.22378043085336685, "lr": 2.5e-05, "rank_data_time": 0.00888490118086338, "time": 1.0248490362428129, "total_loss": 11.142585640773177} +{"data_time": 0.00922148721292615, "eta_seconds": 38668.00643604249, "iteration": 108779, "loss_ce": 0.04847461357712746, "loss_ce_0": 0.4880402386188507, "loss_ce_1": 0.08983247727155685, "loss_ce_2": 0.06942389905452728, "loss_ce_3": 0.08498396724462509, "loss_ce_4": 0.05111061781644821, "loss_ce_5": 0.04533899761736393, "loss_ce_6": 0.04789765924215317, "loss_ce_7": 0.04866300709545612, "loss_ce_8": 0.04855203256011009, "loss_dice": 0.6808019876480103, "loss_dice_0": 0.8125307559967041, "loss_dice_1": 0.6910361051559448, "loss_dice_2": 0.7440155744552612, "loss_dice_3": 0.6391430497169495, "loss_dice_4": 0.6185033917427063, "loss_dice_5": 0.6676358580589294, "loss_dice_6": 0.6653169989585876, "loss_dice_7": 0.717390775680542, "loss_dice_8": 0.6966380774974823, "loss_mask": 0.28072240948677063, "loss_mask_0": 0.3207719624042511, "loss_mask_1": 0.2773846685886383, "loss_mask_2": 0.28892117738723755, "loss_mask_3": 0.2789881080389023, "loss_mask_4": 0.28535234928131104, "loss_mask_5": 0.2898853272199631, "loss_mask_6": 0.2672508955001831, "loss_mask_7": 0.2692636251449585, "loss_mask_8": 0.2827036529779434, "lr": 2.5e-05, "rank_data_time": 0.00922148721292615, "time": 0.9700882523320615, "total_loss": 11.45050636306405} +{"data_time": 0.008727644570171833, "eta_seconds": 38889.501835918054, "iteration": 108799, "loss_ce": 0.0732790119946003, "loss_ce_0": 0.48125700652599335, "loss_ce_1": 0.15685103088617325, "loss_ce_2": 0.11323625221848488, "loss_ce_3": 0.09768883511424065, "loss_ce_4": 0.09678668156266212, "loss_ce_5": 0.10263635963201523, "loss_ce_6": 0.11349320039153099, "loss_ce_7": 0.111277025192976, "loss_ce_8": 0.1076907329261303, "loss_dice": 0.70926234126091, "loss_dice_0": 0.7843278348445892, "loss_dice_1": 0.6911820471286774, "loss_dice_2": 0.6817816495895386, "loss_dice_3": 0.6889323890209198, "loss_dice_4": 0.7000780701637268, "loss_dice_5": 0.693687379360199, "loss_dice_6": 0.6656880676746368, "loss_dice_7": 0.7020919322967529, "loss_dice_8": 0.6989964246749878, "loss_mask": 0.24640384316444397, "loss_mask_0": 0.2620982825756073, "loss_mask_1": 0.2716485857963562, "loss_mask_2": 0.24094776064157486, "loss_mask_3": 0.24166402965784073, "loss_mask_4": 0.24378882348537445, "loss_mask_5": 0.24927078187465668, "loss_mask_6": 0.24313031136989594, "loss_mask_7": 0.24796896427869797, "loss_mask_8": 0.23981687426567078, "lr": 2.5e-05, "rank_data_time": 0.008727644570171833, "time": 0.9976761117577553, "total_loss": 11.810145553201437} +{"data_time": 0.008488364983350039, "eta_seconds": 38868.19251984358, "iteration": 108819, "loss_ce": 0.048015786334872246, "loss_ce_0": 0.43864606320858, "loss_ce_1": 0.13108958303928375, "loss_ce_2": 0.08716949075460434, "loss_ce_3": 0.08095318451523781, "loss_ce_4": 0.05344773270189762, "loss_ce_5": 0.06575319170951843, "loss_ce_6": 0.059720478951931, "loss_ce_7": 0.0487846527248621, "loss_ce_8": 0.04823271371424198, "loss_dice": 0.7271488904953003, "loss_dice_0": 0.8683732748031616, "loss_dice_1": 0.7487363517284393, "loss_dice_2": 0.7940698266029358, "loss_dice_3": 0.74545818567276, "loss_dice_4": 0.7990053594112396, "loss_dice_5": 0.7505081295967102, "loss_dice_6": 0.7298449277877808, "loss_dice_7": 0.7543230354785919, "loss_dice_8": 0.7497979402542114, "loss_mask": 0.23203612118959427, "loss_mask_0": 0.30497056245803833, "loss_mask_1": 0.2630717605352402, "loss_mask_2": 0.2487635537981987, "loss_mask_3": 0.23286207020282745, "loss_mask_4": 0.24013667553663254, "loss_mask_5": 0.2380818873643875, "loss_mask_6": 0.22501910477876663, "loss_mask_7": 0.22709432244300842, "loss_mask_8": 0.23158302158117294, "lr": 2.5e-05, "rank_data_time": 0.008488364983350039, "time": 0.937905780505389, "total_loss": 12.32143499981612} +{"data_time": 0.009152743499726057, "eta_seconds": 38730.077173812315, "iteration": 108839, "loss_ce": 0.07021978124976158, "loss_ce_0": 0.5623968243598938, "loss_ce_1": 0.1418497934937477, "loss_ce_2": 0.1002299077808857, "loss_ce_3": 0.1097564809024334, "loss_ce_4": 0.07402070984244347, "loss_ce_5": 0.08058027550578117, "loss_ce_6": 0.08413240686058998, "loss_ce_7": 0.0739082619547844, "loss_ce_8": 0.07093223929405212, "loss_dice": 0.732035219669342, "loss_dice_0": 0.8682852685451508, "loss_dice_1": 0.7658052444458008, "loss_dice_2": 0.7360077798366547, "loss_dice_3": 0.7319677770137787, "loss_dice_4": 0.686324805021286, "loss_dice_5": 0.8062225878238678, "loss_dice_6": 0.7506664991378784, "loss_dice_7": 0.7298023402690887, "loss_dice_8": 0.7491863965988159, "loss_mask": 0.17970532923936844, "loss_mask_0": 0.2395501658320427, "loss_mask_1": 0.22236550599336624, "loss_mask_2": 0.20740289986133575, "loss_mask_3": 0.18971965461969376, "loss_mask_4": 0.18118718266487122, "loss_mask_5": 0.18046554923057556, "loss_mask_6": 0.18048295378684998, "loss_mask_7": 0.18331492692232132, "loss_mask_8": 0.18333105742931366, "lr": 2.5e-05, "rank_data_time": 0.009152743499726057, "time": 0.9827075060456991, "total_loss": 11.587037828750908} +{"data_time": 0.009173150174319744, "eta_seconds": 38825.57388769463, "iteration": 108859, "loss_ce": 0.037821101024746895, "loss_ce_0": 0.5014473795890808, "loss_ce_1": 0.07080819830298424, "loss_ce_2": 0.06584801152348518, "loss_ce_3": 0.0501518826931715, "loss_ce_4": 0.039227792993187904, "loss_ce_5": 0.041631581261754036, "loss_ce_6": 0.04082642309367657, "loss_ce_7": 0.037984296679496765, "loss_ce_8": 0.03836908005177975, "loss_dice": 0.6903600096702576, "loss_dice_0": 0.7951939404010773, "loss_dice_1": 0.7167254090309143, "loss_dice_2": 0.6542168855667114, "loss_dice_3": 0.6505419909954071, "loss_dice_4": 0.6969632208347321, "loss_dice_5": 0.6867674887180328, "loss_dice_6": 0.6707274913787842, "loss_dice_7": 0.6785449981689453, "loss_dice_8": 0.6653698682785034, "loss_mask": 0.17326071858406067, "loss_mask_0": 0.22460725903511047, "loss_mask_1": 0.17841384559869766, "loss_mask_2": 0.17519904673099518, "loss_mask_3": 0.17520009726285934, "loss_mask_4": 0.17469284683465958, "loss_mask_5": 0.17162355780601501, "loss_mask_6": 0.17462942004203796, "loss_mask_7": 0.17433904856443405, "loss_mask_8": 0.1735709235072136, "lr": 2.5e-05, "rank_data_time": 0.009173150174319744, "time": 0.9777378304861486, "total_loss": 10.126676606014371} +{"data_time": 0.009808560833334923, "eta_seconds": 38357.30271759443, "iteration": 108879, "loss_ce": 0.04533475451171398, "loss_ce_0": 0.47850827872753143, "loss_ce_1": 0.09477078542113304, "loss_ce_2": 0.08192577958106995, "loss_ce_3": 0.06749510765075684, "loss_ce_4": 0.05529114417731762, "loss_ce_5": 0.05493752844631672, "loss_ce_6": 0.054940300062298775, "loss_ce_7": 0.05229703336954117, "loss_ce_8": 0.04674648120999336, "loss_dice": 0.6771114468574524, "loss_dice_0": 0.8411192297935486, "loss_dice_1": 0.6941268742084503, "loss_dice_2": 0.7041902542114258, "loss_dice_3": 0.6779528856277466, "loss_dice_4": 0.6886753439903259, "loss_dice_5": 0.6851761341094971, "loss_dice_6": 0.6633525788784027, "loss_dice_7": 0.6768032908439636, "loss_dice_8": 0.7027230858802795, "loss_mask": 0.17922262847423553, "loss_mask_0": 0.250078521668911, "loss_mask_1": 0.19817695021629333, "loss_mask_2": 0.17845109105110168, "loss_mask_3": 0.17148357629776, "loss_mask_4": 0.17870942503213882, "loss_mask_5": 0.18663183599710464, "loss_mask_6": 0.18892927467823029, "loss_mask_7": 0.178094744682312, "loss_mask_8": 0.17620515823364258, "lr": 2.5e-05, "rank_data_time": 0.009808560833334923, "time": 0.8868434368632734, "total_loss": 10.065385035704821} +{"data_time": 0.009825024753808975, "eta_seconds": 38071.19288034737, "iteration": 108899, "loss_ce": 0.0842299722135067, "loss_ce_0": 0.5416500866413116, "loss_ce_1": 0.13908135145902634, "loss_ce_2": 0.11096310243010521, "loss_ce_3": 0.08896521851420403, "loss_ce_4": 0.10142802074551582, "loss_ce_5": 0.10271409153938293, "loss_ce_6": 0.08558686077594757, "loss_ce_7": 0.09485411643981934, "loss_ce_8": 0.07262155413627625, "loss_dice": 0.7057420015335083, "loss_dice_0": 0.8009123802185059, "loss_dice_1": 0.7154282629489899, "loss_dice_2": 0.7215587794780731, "loss_dice_3": 0.7236922979354858, "loss_dice_4": 0.6618619561195374, "loss_dice_5": 0.7031486928462982, "loss_dice_6": 0.6754827797412872, "loss_dice_7": 0.6636820733547211, "loss_dice_8": 0.7272772789001465, "loss_mask": 0.229243203997612, "loss_mask_0": 0.27198655903339386, "loss_mask_1": 0.2480703368782997, "loss_mask_2": 0.23835500329732895, "loss_mask_3": 0.24026203155517578, "loss_mask_4": 0.23535239696502686, "loss_mask_5": 0.21636036038398743, "loss_mask_6": 0.21909669041633606, "loss_mask_7": 0.2256717011332512, "loss_mask_8": 0.22107326239347458, "lr": 2.5e-05, "rank_data_time": 0.009825024753808975, "time": 0.9142235331237316, "total_loss": 11.411663044244051} +{"data_time": 0.009722716175019741, "eta_seconds": 37465.32647682354, "iteration": 108919, "loss_ce": 0.08463801443576813, "loss_ce_0": 0.4706326574087143, "loss_ce_1": 0.16621393710374832, "loss_ce_2": 0.12603051587939262, "loss_ce_3": 0.10314786806702614, "loss_ce_4": 0.08352596312761307, "loss_ce_5": 0.08906982839107513, "loss_ce_6": 0.08670028671622276, "loss_ce_7": 0.08863219618797302, "loss_ce_8": 0.07896146923303604, "loss_dice": 0.7445429265499115, "loss_dice_0": 0.9445536732673645, "loss_dice_1": 0.7756372690200806, "loss_dice_2": 0.8021526336669922, "loss_dice_3": 0.8084546029567719, "loss_dice_4": 0.7916562557220459, "loss_dice_5": 0.7588997483253479, "loss_dice_6": 0.7846809029579163, "loss_dice_7": 0.7360018491744995, "loss_dice_8": 0.7674461007118225, "loss_mask": 0.2300652116537094, "loss_mask_0": 0.27235041558742523, "loss_mask_1": 0.21725628525018692, "loss_mask_2": 0.21534087508916855, "loss_mask_3": 0.21614159643650055, "loss_mask_4": 0.22545211017131805, "loss_mask_5": 0.22622212022542953, "loss_mask_6": 0.22518088668584824, "loss_mask_7": 0.233161099255085, "loss_mask_8": 0.23320482671260834, "lr": 2.5e-05, "rank_data_time": 0.009722716175019741, "time": 0.9225550391711295, "total_loss": 11.84036401566118} +{"data_time": 0.009324787650257349, "eta_seconds": 36880.52757745609, "iteration": 108939, "loss_ce": 0.04614521190524101, "loss_ce_0": 0.41901957988739014, "loss_ce_1": 0.07366232201457024, "loss_ce_2": 0.0766344740986824, "loss_ce_3": 0.05000956170260906, "loss_ce_4": 0.046881867572665215, "loss_ce_5": 0.04513103887438774, "loss_ce_6": 0.048554714769124985, "loss_ce_7": 0.04918844811618328, "loss_ce_8": 0.047559380531311035, "loss_dice": 0.7115180790424347, "loss_dice_0": 0.8263714015483856, "loss_dice_1": 0.6991771161556244, "loss_dice_2": 0.7072723507881165, "loss_dice_3": 0.6666722297668457, "loss_dice_4": 0.7348006963729858, "loss_dice_5": 0.6809821426868439, "loss_dice_6": 0.69511279463768, "loss_dice_7": 0.6652419567108154, "loss_dice_8": 0.6579850912094116, "loss_mask": 0.1786271259188652, "loss_mask_0": 0.23720180988311768, "loss_mask_1": 0.1835452988743782, "loss_mask_2": 0.17914163321256638, "loss_mask_3": 0.1903252899646759, "loss_mask_4": 0.1816115826368332, "loss_mask_5": 0.18117129802703857, "loss_mask_6": 0.1791946142911911, "loss_mask_7": 0.17572258412837982, "loss_mask_8": 0.18150530755519867, "lr": 2.5e-05, "rank_data_time": 0.009324787650257349, "time": 0.9096868908964097, "total_loss": 9.76166616473347} +{"data_time": 0.009148843586444855, "eta_seconds": 36693.87674103491, "iteration": 108959, "loss_ce": 0.030175937339663506, "loss_ce_0": 0.38564833998680115, "loss_ce_1": 0.06348427757620811, "loss_ce_2": 0.04697975516319275, "loss_ce_3": 0.04276828095316887, "loss_ce_4": 0.04067147895693779, "loss_ce_5": 0.03411233611404896, "loss_ce_6": 0.033142189495265484, "loss_ce_7": 0.03226753231137991, "loss_ce_8": 0.0313649270683527, "loss_dice": 0.5857279002666473, "loss_dice_0": 0.694895476102829, "loss_dice_1": 0.6035675406455994, "loss_dice_2": 0.6036252677440643, "loss_dice_3": 0.6128797829151154, "loss_dice_4": 0.5984473526477814, "loss_dice_5": 0.6052375435829163, "loss_dice_6": 0.5691719949245453, "loss_dice_7": 0.6035557985305786, "loss_dice_8": 0.5914698541164398, "loss_mask": 0.21632195264101028, "loss_mask_0": 0.2135348618030548, "loss_mask_1": 0.2060563862323761, "loss_mask_2": 0.19830066710710526, "loss_mask_3": 0.21498864144086838, "loss_mask_4": 0.21606742590665817, "loss_mask_5": 0.2248397320508957, "loss_mask_6": 0.21672706305980682, "loss_mask_7": 0.21786800771951675, "loss_mask_8": 0.2115645632147789, "lr": 2.5e-05, "rank_data_time": 0.009148843586444855, "time": 0.9594083069823682, "total_loss": 10.090841080993414} +{"data_time": 0.009363466873764992, "eta_seconds": 36438.387121111155, "iteration": 108979, "loss_ce": 0.06390747427940369, "loss_ce_0": 0.4861133545637131, "loss_ce_1": 0.13768146187067032, "loss_ce_2": 0.12563639879226685, "loss_ce_3": 0.10739707574248314, "loss_ce_4": 0.08043717592954636, "loss_ce_5": 0.06464292295277119, "loss_ce_6": 0.06850074417889118, "loss_ce_7": 0.06822743639349937, "loss_ce_8": 0.06329988688230515, "loss_dice": 0.7739768624305725, "loss_dice_0": 0.8084240257740021, "loss_dice_1": 0.7597801089286804, "loss_dice_2": 0.7657395303249359, "loss_dice_3": 0.7398961782455444, "loss_dice_4": 0.7963249981403351, "loss_dice_5": 0.7948103249073029, "loss_dice_6": 0.7516758143901825, "loss_dice_7": 0.7858798205852509, "loss_dice_8": 0.7866488099098206, "loss_mask": 0.23256446421146393, "loss_mask_0": 0.25304313004016876, "loss_mask_1": 0.2349824383854866, "loss_mask_2": 0.2424830198287964, "loss_mask_3": 0.23526187986135483, "loss_mask_4": 0.2346636801958084, "loss_mask_5": 0.22465479373931885, "loss_mask_6": 0.231912299990654, "loss_mask_7": 0.23089904338121414, "loss_mask_8": 0.226728618144989, "lr": 2.5e-05, "rank_data_time": 0.009363466873764992, "time": 0.8941637361422181, "total_loss": 12.233601363375783} +{"data_time": 0.00915411114692688, "eta_seconds": 36203.34934350103, "iteration": 108999, "loss_ce": 0.07281838729977608, "loss_ce_0": 0.5719882845878601, "loss_ce_1": 0.19434227049350739, "loss_ce_2": 0.07987693697214127, "loss_ce_3": 0.07680423557758331, "loss_ce_4": 0.10010173544287682, "loss_ce_5": 0.071362579241395, "loss_ce_6": 0.07389672100543976, "loss_ce_7": 0.07239264622330666, "loss_ce_8": 0.06761469319462776, "loss_dice": 0.7515125572681427, "loss_dice_0": 0.8735435605049133, "loss_dice_1": 0.803028017282486, "loss_dice_2": 0.7423462867736816, "loss_dice_3": 0.7337856888771057, "loss_dice_4": 0.7881669104099274, "loss_dice_5": 0.8847238123416901, "loss_dice_6": 0.7200949192047119, "loss_dice_7": 0.8122951090335846, "loss_dice_8": 0.7274567484855652, "loss_mask": 0.20474180579185486, "loss_mask_0": 0.26642023026943207, "loss_mask_1": 0.21370060741901398, "loss_mask_2": 0.21170224994421005, "loss_mask_3": 0.21077123284339905, "loss_mask_4": 0.21494553983211517, "loss_mask_5": 0.20683132857084274, "loss_mask_6": 0.21042394638061523, "loss_mask_7": 0.2150615006685257, "loss_mask_8": 0.2090309038758278, "lr": 2.5e-05, "rank_data_time": 0.00915411114692688, "time": 0.9865614050067961, "total_loss": 11.856025232002139} +{"data_time": 0.009551618713885546, "eta_seconds": 35961.80640080944, "iteration": 109019, "loss_ce": 0.0639280155301094, "loss_ce_0": 0.4943074882030487, "loss_ce_1": 0.09729846939444542, "loss_ce_2": 0.07658440247178078, "loss_ce_3": 0.061985740438103676, "loss_ce_4": 0.05691760964691639, "loss_ce_5": 0.06851072236895561, "loss_ce_6": 0.06435572355985641, "loss_ce_7": 0.06698236986994743, "loss_ce_8": 0.06369636580348015, "loss_dice": 0.7650295197963715, "loss_dice_0": 0.9757240116596222, "loss_dice_1": 0.8154813945293427, "loss_dice_2": 0.7921290993690491, "loss_dice_3": 0.7962170541286469, "loss_dice_4": 0.7625004351139069, "loss_dice_5": 0.7662585079669952, "loss_dice_6": 0.8164407014846802, "loss_dice_7": 0.8157331347465515, "loss_dice_8": 0.7483560740947723, "loss_mask": 0.22766613960266113, "loss_mask_0": 0.27308252453804016, "loss_mask_1": 0.2466668263077736, "loss_mask_2": 0.2350991815328598, "loss_mask_3": 0.24582554399967194, "loss_mask_4": 0.25361962616443634, "loss_mask_5": 0.2359076589345932, "loss_mask_6": 0.24079890549182892, "loss_mask_7": 0.22739530354738235, "loss_mask_8": 0.22972045093774796, "lr": 2.5e-05, "rank_data_time": 0.009551618713885546, "time": 0.952641130425036, "total_loss": 11.80200051702559} +{"data_time": 0.0091505516320467, "eta_seconds": 35886.21531276964, "iteration": 109039, "loss_ce": 0.10463308542966843, "loss_ce_0": 0.6700761616230011, "loss_ce_1": 0.15868168324232101, "loss_ce_2": 0.12595200538635254, "loss_ce_3": 0.0967821255326271, "loss_ce_4": 0.09543822333216667, "loss_ce_5": 0.09508831426501274, "loss_ce_6": 0.07471780478954315, "loss_ce_7": 0.0781843475997448, "loss_ce_8": 0.08748162537813187, "loss_dice": 0.7863064408302307, "loss_dice_0": 0.9212945103645325, "loss_dice_1": 0.7961642742156982, "loss_dice_2": 0.7875451445579529, "loss_dice_3": 0.7985632419586182, "loss_dice_4": 0.7770158052444458, "loss_dice_5": 0.8066810667514801, "loss_dice_6": 0.8151350617408752, "loss_dice_7": 0.80874302983284, "loss_dice_8": 0.7838781177997589, "loss_mask": 0.18325071781873703, "loss_mask_0": 0.22123652696609497, "loss_mask_1": 0.17559105157852173, "loss_mask_2": 0.18297527730464935, "loss_mask_3": 0.1798049807548523, "loss_mask_4": 0.18308834731578827, "loss_mask_5": 0.18092495203018188, "loss_mask_6": 0.18385732173919678, "loss_mask_7": 0.18340906500816345, "loss_mask_8": 0.18168023973703384, "lr": 2.5e-05, "rank_data_time": 0.0091505516320467, "time": 1.4783598445355892, "total_loss": 12.293361753225327} +{"data_time": 0.009933796245604753, "eta_seconds": 35712.080550938845, "iteration": 109059, "loss_ce": 0.12999840825796127, "loss_ce_0": 0.5544508695602417, "loss_ce_1": 0.14896976202726364, "loss_ce_2": 0.1612226814031601, "loss_ce_3": 0.1508016437292099, "loss_ce_4": 0.13318784162402153, "loss_ce_5": 0.12448903173208237, "loss_ce_6": 0.14966271072626114, "loss_ce_7": 0.15546705573797226, "loss_ce_8": 0.15350764244794846, "loss_dice": 0.7675016820430756, "loss_dice_0": 0.9304790198802948, "loss_dice_1": 0.7710118889808655, "loss_dice_2": 0.7492009699344635, "loss_dice_3": 0.7793046534061432, "loss_dice_4": 0.7446135878562927, "loss_dice_5": 0.7411236763000488, "loss_dice_6": 0.7381903231143951, "loss_dice_7": 0.7575410902500153, "loss_dice_8": 0.8194300532341003, "loss_mask": 0.19971297681331635, "loss_mask_0": 0.24377834051847458, "loss_mask_1": 0.1842615306377411, "loss_mask_2": 0.21108543127775192, "loss_mask_3": 0.21302597969770432, "loss_mask_4": 0.20072683691978455, "loss_mask_5": 0.20078149437904358, "loss_mask_6": 0.19783402979373932, "loss_mask_7": 0.18813839554786682, "loss_mask_8": 0.18305128812789917, "lr": 2.5e-05, "rank_data_time": 0.009933796245604753, "time": 1.0178096676245332, "total_loss": 11.294843073934317} +{"data_time": 0.009615186601877213, "eta_seconds": 35548.34274213761, "iteration": 109079, "loss_ce": 0.058319250121712685, "loss_ce_0": 0.5474068820476532, "loss_ce_1": 0.17581409215927124, "loss_ce_2": 0.1141020618379116, "loss_ce_3": 0.0942550040781498, "loss_ce_4": 0.08269348368048668, "loss_ce_5": 0.07106117531657219, "loss_ce_6": 0.07948923483490944, "loss_ce_7": 0.08275649324059486, "loss_ce_8": 0.07974126935005188, "loss_dice": 0.7789364755153656, "loss_dice_0": 0.9649897217750549, "loss_dice_1": 0.7923168241977692, "loss_dice_2": 0.8166826367378235, "loss_dice_3": 0.7668095529079437, "loss_dice_4": 0.7629418671131134, "loss_dice_5": 0.810077428817749, "loss_dice_6": 0.7497759759426117, "loss_dice_7": 0.7552092373371124, "loss_dice_8": 0.7615388333797455, "loss_mask": 0.20903180539608002, "loss_mask_0": 0.23704737424850464, "loss_mask_1": 0.20718254148960114, "loss_mask_2": 0.2041766196489334, "loss_mask_3": 0.20824620872735977, "loss_mask_4": 0.20660752803087234, "loss_mask_5": 0.21337927132844925, "loss_mask_6": 0.20504438877105713, "loss_mask_7": 0.2037872150540352, "loss_mask_8": 0.19609249383211136, "lr": 2.5e-05, "rank_data_time": 0.009615186601877213, "time": 1.1102848025038838, "total_loss": 12.178970964625478} +{"data_time": 0.009199883788824081, "eta_seconds": 35452.57662571967, "iteration": 109099, "loss_ce": 0.06864536181092262, "loss_ce_0": 0.5002463310956955, "loss_ce_1": 0.12586800754070282, "loss_ce_2": 0.07232014834880829, "loss_ce_3": 0.06815802492201328, "loss_ce_4": 0.06750390119850636, "loss_ce_5": 0.06502919271588326, "loss_ce_6": 0.06085674837231636, "loss_ce_7": 0.05681608431041241, "loss_ce_8": 0.045869532972574234, "loss_dice": 0.8242161571979523, "loss_dice_0": 0.883850634098053, "loss_dice_1": 0.7830921709537506, "loss_dice_2": 0.8190927803516388, "loss_dice_3": 0.7993838489055634, "loss_dice_4": 0.8031773567199707, "loss_dice_5": 0.7861612439155579, "loss_dice_6": 0.8084530830383301, "loss_dice_7": 0.7617847919464111, "loss_dice_8": 0.8134971261024475, "loss_mask": 0.21353212743997574, "loss_mask_0": 0.3213113695383072, "loss_mask_1": 0.22467485815286636, "loss_mask_2": 0.2244938388466835, "loss_mask_3": 0.21931932866573334, "loss_mask_4": 0.21406352519989014, "loss_mask_5": 0.21983280777931213, "loss_mask_6": 0.21049389988183975, "loss_mask_7": 0.21196766942739487, "loss_mask_8": 0.2125329226255417, "lr": 2.5e-05, "rank_data_time": 0.009199883788824081, "time": 1.161206700373441, "total_loss": 12.040402981452644} +{"data_time": 0.009412023238837719, "eta_seconds": 35324.86625818536, "iteration": 109119, "loss_ce": 0.0941590704023838, "loss_ce_0": 0.6017067134380341, "loss_ce_1": 0.16875171661376953, "loss_ce_2": 0.12052985653281212, "loss_ce_3": 0.08044761419296265, "loss_ce_4": 0.07873785123229027, "loss_ce_5": 0.08305737003684044, "loss_ce_6": 0.07848554104566574, "loss_ce_7": 0.08828951045870781, "loss_ce_8": 0.07407812401652336, "loss_dice": 0.7496543526649475, "loss_dice_0": 0.8367573022842407, "loss_dice_1": 0.8130409419536591, "loss_dice_2": 0.7382161021232605, "loss_dice_3": 0.7869294583797455, "loss_dice_4": 0.7178593575954437, "loss_dice_5": 0.7309915721416473, "loss_dice_6": 0.7864962518215179, "loss_dice_7": 0.7492733597755432, "loss_dice_8": 0.7620702981948853, "loss_mask": 0.24437865614891052, "loss_mask_0": 0.2376853972673416, "loss_mask_1": 0.25565095245838165, "loss_mask_2": 0.2437581941485405, "loss_mask_3": 0.23785331845283508, "loss_mask_4": 0.23478563874959946, "loss_mask_5": 0.24090051651000977, "loss_mask_6": 0.25382882356643677, "loss_mask_7": 0.23782877624034882, "loss_mask_8": 0.23925014585256577, "lr": 2.5e-05, "rank_data_time": 0.009412023238837719, "time": 1.095622285734862, "total_loss": 12.210150415077806} +{"data_time": 0.009216545149683952, "eta_seconds": 35145.33385068178, "iteration": 109139, "loss_ce": 0.05847340449690819, "loss_ce_0": 0.49690596759319305, "loss_ce_1": 0.12215431779623032, "loss_ce_2": 0.0738733820617199, "loss_ce_3": 0.05915985815227032, "loss_ce_4": 0.05148941092193127, "loss_ce_5": 0.06273087672889233, "loss_ce_6": 0.05807040072977543, "loss_ce_7": 0.05854366905987263, "loss_ce_8": 0.056865403428673744, "loss_dice": 0.7170965373516083, "loss_dice_0": 0.8235523104667664, "loss_dice_1": 0.7182486951351166, "loss_dice_2": 0.7120825052261353, "loss_dice_3": 0.7635022401809692, "loss_dice_4": 0.717182457447052, "loss_dice_5": 0.7232266962528229, "loss_dice_6": 0.7104388773441315, "loss_dice_7": 0.7066467702388763, "loss_dice_8": 0.73590287566185, "loss_mask": 0.19461576640605927, "loss_mask_0": 0.24596653878688812, "loss_mask_1": 0.19232072681188583, "loss_mask_2": 0.19448049366474152, "loss_mask_3": 0.19789936393499374, "loss_mask_4": 0.204323910176754, "loss_mask_5": 0.19414281100034714, "loss_mask_6": 0.19975577294826508, "loss_mask_7": 0.1979512944817543, "loss_mask_8": 0.20185530930757523, "lr": 2.5e-05, "rank_data_time": 0.009216545149683952, "time": 0.9550221767276525, "total_loss": 11.310562970116735} +{"data_time": 0.009559892117977142, "eta_seconds": 35040.89786154218, "iteration": 109159, "loss_ce": 0.07844527438282967, "loss_ce_0": 0.5420539975166321, "loss_ce_1": 0.12184124439954758, "loss_ce_2": 0.10639762878417969, "loss_ce_3": 0.09007527679204941, "loss_ce_4": 0.08186178654432297, "loss_ce_5": 0.08189219608902931, "loss_ce_6": 0.080589160323143, "loss_ce_7": 0.08443493768572807, "loss_ce_8": 0.0801662765443325, "loss_dice": 0.7086154818534851, "loss_dice_0": 0.8102244734764099, "loss_dice_1": 0.6951526999473572, "loss_dice_2": 0.7569247782230377, "loss_dice_3": 0.7085898816585541, "loss_dice_4": 0.693691223859787, "loss_dice_5": 0.6870552599430084, "loss_dice_6": 0.6762238144874573, "loss_dice_7": 0.6506364345550537, "loss_dice_8": 0.6958574056625366, "loss_mask": 0.20236938446760178, "loss_mask_0": 0.23451224714517593, "loss_mask_1": 0.19984792917966843, "loss_mask_2": 0.1927906572818756, "loss_mask_3": 0.19469045102596283, "loss_mask_4": 0.19431254267692566, "loss_mask_5": 0.19723032414913177, "loss_mask_6": 0.19892875850200653, "loss_mask_7": 0.20017806440591812, "loss_mask_8": 0.2021283656358719, "lr": 2.5e-05, "rank_data_time": 0.009559892117977142, "time": 1.188768454361707, "total_loss": 10.613199941348284} +{"data_time": 0.009831986855715513, "eta_seconds": 34981.268828473985, "iteration": 109179, "loss_ce": 0.0814344733953476, "loss_ce_0": 0.5019006729125977, "loss_ce_1": 0.1934949830174446, "loss_ce_2": 0.11423039808869362, "loss_ce_3": 0.09667637944221497, "loss_ce_4": 0.09063361957669258, "loss_ce_5": 0.07070428878068924, "loss_ce_6": 0.07325971126556396, "loss_ce_7": 0.08569006994366646, "loss_ce_8": 0.11302478611469269, "loss_dice": 0.667939156293869, "loss_dice_0": 0.8637472987174988, "loss_dice_1": 0.6931126117706299, "loss_dice_2": 0.6496086120605469, "loss_dice_3": 0.6701930463314056, "loss_dice_4": 0.6784005165100098, "loss_dice_5": 0.639519602060318, "loss_dice_6": 0.632162481546402, "loss_dice_7": 0.6374654769897461, "loss_dice_8": 0.6592066287994385, "loss_mask": 0.18887870013713837, "loss_mask_0": 0.2551482617855072, "loss_mask_1": 0.20517860352993011, "loss_mask_2": 0.18386142700910568, "loss_mask_3": 0.19122543931007385, "loss_mask_4": 0.19132743775844574, "loss_mask_5": 0.19581152498722076, "loss_mask_6": 0.18938788026571274, "loss_mask_7": 0.19460634887218475, "loss_mask_8": 0.18903347849845886, "lr": 2.5e-05, "rank_data_time": 0.009831986855715513, "time": 1.0785390515811741, "total_loss": 11.236869644839317} +{"data_time": 0.009721025358885527, "eta_seconds": 35009.563098615035, "iteration": 109199, "loss_ce": 0.056771693751215935, "loss_ce_0": 0.6650685667991638, "loss_ce_1": 0.13410526514053345, "loss_ce_2": 0.08774121850728989, "loss_ce_3": 0.0733371265232563, "loss_ce_4": 0.06777289137244225, "loss_ce_5": 0.0679911132901907, "loss_ce_6": 0.05841531231999397, "loss_ce_7": 0.05749540589749813, "loss_ce_8": 0.05649757571518421, "loss_dice": 0.6795676350593567, "loss_dice_0": 0.8387984931468964, "loss_dice_1": 0.8108334541320801, "loss_dice_2": 0.7729663550853729, "loss_dice_3": 0.7198216021060944, "loss_dice_4": 0.7528127133846283, "loss_dice_5": 0.7420554459095001, "loss_dice_6": 0.7086459100246429, "loss_dice_7": 0.6679038405418396, "loss_dice_8": 0.6947904527187347, "loss_mask": 0.19921159744262695, "loss_mask_0": 0.2557952553033829, "loss_mask_1": 0.20842603594064713, "loss_mask_2": 0.19803575426340103, "loss_mask_3": 0.19525016844272614, "loss_mask_4": 0.20598799735307693, "loss_mask_5": 0.21631958335638046, "loss_mask_6": 0.1998906061053276, "loss_mask_7": 0.1985965371131897, "loss_mask_8": 0.20484209060668945, "lr": 2.5e-05, "rank_data_time": 0.009721025358885527, "time": 1.1527248825877905, "total_loss": 11.105691350996494} +{"data_time": 0.008952531963586807, "eta_seconds": 34990.16721878201, "iteration": 109219, "loss_ce": 0.06940875574946404, "loss_ce_0": 0.4844692349433899, "loss_ce_1": 0.062087252736091614, "loss_ce_2": 0.06962949596345425, "loss_ce_3": 0.06180503033101559, "loss_ce_4": 0.06901727244257927, "loss_ce_5": 0.057421060279011726, "loss_ce_6": 0.06421399489045143, "loss_ce_7": 0.05334968864917755, "loss_ce_8": 0.05369868874549866, "loss_dice": 0.7117422223091125, "loss_dice_0": 0.8350481390953064, "loss_dice_1": 0.7617885768413544, "loss_dice_2": 0.7231136858463287, "loss_dice_3": 0.7299636006355286, "loss_dice_4": 0.7270239591598511, "loss_dice_5": 0.7246909439563751, "loss_dice_6": 0.6957896649837494, "loss_dice_7": 0.6682950556278229, "loss_dice_8": 0.6797126233577728, "loss_mask": 0.23472382128238678, "loss_mask_0": 0.23929119855165482, "loss_mask_1": 0.23475223779678345, "loss_mask_2": 0.2145046666264534, "loss_mask_3": 0.22094836831092834, "loss_mask_4": 0.22030682116746902, "loss_mask_5": 0.23273993283510208, "loss_mask_6": 0.23266348987817764, "loss_mask_7": 0.23004230111837387, "loss_mask_8": 0.23632843792438507, "lr": 2.5e-05, "rank_data_time": 0.008952531963586807, "time": 1.0158618865534663, "total_loss": 10.77926533203572} +{"data_time": 0.00845593586564064, "eta_seconds": 35043.189169177786, "iteration": 109239, "loss_ce": 0.06211579777300358, "loss_ce_0": 0.4176482856273651, "loss_ce_1": 0.09213196486234665, "loss_ce_2": 0.08772766590118408, "loss_ce_3": 0.06672380119562149, "loss_ce_4": 0.059799155220389366, "loss_ce_5": 0.06189160607755184, "loss_ce_6": 0.05290978401899338, "loss_ce_7": 0.06325549073517323, "loss_ce_8": 0.05174845829606056, "loss_dice": 0.786838561296463, "loss_dice_0": 0.9534481167793274, "loss_dice_1": 0.7706009745597839, "loss_dice_2": 0.7931146621704102, "loss_dice_3": 0.7392187118530273, "loss_dice_4": 0.7816742956638336, "loss_dice_5": 0.7383106350898743, "loss_dice_6": 0.7384468615055084, "loss_dice_7": 0.7735998332500458, "loss_dice_8": 0.7738629579544067, "loss_mask": 0.24021726101636887, "loss_mask_0": 0.28639766573905945, "loss_mask_1": 0.2362971156835556, "loss_mask_2": 0.25165846198797226, "loss_mask_3": 0.24773092567920685, "loss_mask_4": 0.24061255902051926, "loss_mask_5": 0.24161763489246368, "loss_mask_6": 0.238578200340271, "loss_mask_7": 0.24377237260341644, "loss_mask_8": 0.23509284853935242, "lr": 2.5e-05, "rank_data_time": 0.00845593586564064, "time": 1.138093721587211, "total_loss": 11.595042435452342} +{"data_time": 0.00936491833999753, "eta_seconds": 35097.404760457575, "iteration": 109259, "loss_ce": 0.051195038482546806, "loss_ce_0": 0.5740501582622528, "loss_ce_1": 0.08205794170498848, "loss_ce_2": 0.06331204809248447, "loss_ce_3": 0.05214487761259079, "loss_ce_4": 0.05347982421517372, "loss_ce_5": 0.05168700031936169, "loss_ce_6": 0.04840888828039169, "loss_ce_7": 0.043696509674191475, "loss_ce_8": 0.0496000200510025, "loss_dice": 0.8161776065826416, "loss_dice_0": 0.9117090106010437, "loss_dice_1": 0.8155633807182312, "loss_dice_2": 0.8421711027622223, "loss_dice_3": 0.8400120139122009, "loss_dice_4": 0.8546385765075684, "loss_dice_5": 0.8738697171211243, "loss_dice_6": 0.7571666836738586, "loss_dice_7": 0.8105296194553375, "loss_dice_8": 0.7837517559528351, "loss_mask": 0.2016964927315712, "loss_mask_0": 0.24322068691253662, "loss_mask_1": 0.21112172305583954, "loss_mask_2": 0.20525599271059036, "loss_mask_3": 0.20423045009374619, "loss_mask_4": 0.19702213257551193, "loss_mask_5": 0.20275725424289703, "loss_mask_6": 0.19977180659770966, "loss_mask_7": 0.19985178112983704, "loss_mask_8": 0.19570349156856537, "lr": 2.5e-05, "rank_data_time": 0.00936491833999753, "time": 0.9965031668543816, "total_loss": 12.655018087301869} +{"data_time": 0.008973474614322186, "eta_seconds": 35064.30874111131, "iteration": 109279, "loss_ce": 0.0654168613255024, "loss_ce_0": 0.5354103744029999, "loss_ce_1": 0.13755261152982712, "loss_ce_2": 0.09448397904634476, "loss_ce_3": 0.08199496567249298, "loss_ce_4": 0.07390725240111351, "loss_ce_5": 0.07903366535902023, "loss_ce_6": 0.07521183416247368, "loss_ce_7": 0.07233203575015068, "loss_ce_8": 0.07141392305493355, "loss_dice": 0.7139604389667511, "loss_dice_0": 0.9090831875801086, "loss_dice_1": 0.7827308177947998, "loss_dice_2": 0.775696188211441, "loss_dice_3": 0.695327639579773, "loss_dice_4": 0.7045210599899292, "loss_dice_5": 0.7044326961040497, "loss_dice_6": 0.6938748359680176, "loss_dice_7": 0.7059350907802582, "loss_dice_8": 0.7012712955474854, "loss_mask": 0.22392413765192032, "loss_mask_0": 0.2944730222225189, "loss_mask_1": 0.23767661303281784, "loss_mask_2": 0.24357140809297562, "loss_mask_3": 0.21614448726177216, "loss_mask_4": 0.21685349941253662, "loss_mask_5": 0.21661969274282455, "loss_mask_6": 0.21007796376943588, "loss_mask_7": 0.21582652628421783, "loss_mask_8": 0.2153688669204712, "lr": 2.5e-05, "rank_data_time": 0.008973474614322186, "time": 0.9873679205775261, "total_loss": 12.12202974408865} +{"data_time": 0.008400644175708294, "eta_seconds": 35044.83938589692, "iteration": 109299, "loss_ce": 0.041275542229413986, "loss_ce_0": 0.43237997591495514, "loss_ce_1": 0.12429771199822426, "loss_ce_2": 0.0751904770731926, "loss_ce_3": 0.05180721543729305, "loss_ce_4": 0.05191829241812229, "loss_ce_5": 0.04490910656750202, "loss_ce_6": 0.0488841999322176, "loss_ce_7": 0.046874383464455605, "loss_ce_8": 0.044442642480134964, "loss_dice": 0.7974683046340942, "loss_dice_0": 0.8729066550731659, "loss_dice_1": 0.8432327210903168, "loss_dice_2": 0.8090506494045258, "loss_dice_3": 0.7967751324176788, "loss_dice_4": 0.7961432933807373, "loss_dice_5": 0.7937167286872864, "loss_dice_6": 0.84661465883255, "loss_dice_7": 0.826240748167038, "loss_dice_8": 0.7529749274253845, "loss_mask": 0.24389087408781052, "loss_mask_0": 0.2429337128996849, "loss_mask_1": 0.22527745366096497, "loss_mask_2": 0.23619280755519867, "loss_mask_3": 0.24678267538547516, "loss_mask_4": 0.24081102013587952, "loss_mask_5": 0.23598740994930267, "loss_mask_6": 0.23443008959293365, "loss_mask_7": 0.2634285092353821, "loss_mask_8": 0.2332327738404274, "lr": 2.5e-05, "rank_data_time": 0.008400644175708294, "time": 0.9235659027472138, "total_loss": 12.071073962375522} +{"data_time": 0.009148293640464544, "eta_seconds": 35133.55272045359, "iteration": 109319, "loss_ce": 0.0495834369212389, "loss_ce_0": 0.4942909777164459, "loss_ce_1": 0.12259001284837723, "loss_ce_2": 0.07933327928185463, "loss_ce_3": 0.057035865262150764, "loss_ce_4": 0.0730120986700058, "loss_ce_5": 0.0631523597985506, "loss_ce_6": 0.04823780804872513, "loss_ce_7": 0.05443239398300648, "loss_ce_8": 0.04779157601296902, "loss_dice": 0.6636771559715271, "loss_dice_0": 0.8027272820472717, "loss_dice_1": 0.7057039737701416, "loss_dice_2": 0.6296411752700806, "loss_dice_3": 0.6630035936832428, "loss_dice_4": 0.6851311326026917, "loss_dice_5": 0.6650852560997009, "loss_dice_6": 0.6759077906608582, "loss_dice_7": 0.6395279765129089, "loss_dice_8": 0.6145389378070831, "loss_mask": 0.18447309732437134, "loss_mask_0": 0.23002032190561295, "loss_mask_1": 0.18968535214662552, "loss_mask_2": 0.18102356046438217, "loss_mask_3": 0.1820870116353035, "loss_mask_4": 0.18253065645694733, "loss_mask_5": 0.18896840512752533, "loss_mask_6": 0.18813499808311462, "loss_mask_7": 0.18238700181245804, "loss_mask_8": 0.18637879937887192, "lr": 2.5e-05, "rank_data_time": 0.009148293640464544, "time": 1.0056993616744876, "total_loss": 10.224412163253874} +{"data_time": 0.009171284269541502, "eta_seconds": 35114.1018489562, "iteration": 109339, "loss_ce": 0.06692788191139698, "loss_ce_0": 0.6162867546081543, "loss_ce_1": 0.13057374954223633, "loss_ce_2": 0.11379189044237137, "loss_ce_3": 0.08298154175281525, "loss_ce_4": 0.08308525756001472, "loss_ce_5": 0.07896075025200844, "loss_ce_6": 0.06501622125506401, "loss_ce_7": 0.06399156153202057, "loss_ce_8": 0.06832273676991463, "loss_dice": 0.6072307229042053, "loss_dice_0": 0.8115479052066803, "loss_dice_1": 0.6648473143577576, "loss_dice_2": 0.6283154785633087, "loss_dice_3": 0.6378857791423798, "loss_dice_4": 0.6301277279853821, "loss_dice_5": 0.6334306299686432, "loss_dice_6": 0.6108142137527466, "loss_dice_7": 0.6197403967380524, "loss_dice_8": 0.6574395298957825, "loss_mask": 0.1887979358434677, "loss_mask_0": 0.23463945090770721, "loss_mask_1": 0.2152995467185974, "loss_mask_2": 0.1937573030591011, "loss_mask_3": 0.19487696141004562, "loss_mask_4": 0.1942739263176918, "loss_mask_5": 0.19120604544878006, "loss_mask_6": 0.1936289146542549, "loss_mask_7": 0.1888885572552681, "loss_mask_8": 0.1915283501148224, "lr": 2.5e-05, "rank_data_time": 0.009171284269541502, "time": 0.972841081675142, "total_loss": 10.354043473489583} +{"data_time": 0.008899110369384289, "eta_seconds": 35134.70586058684, "iteration": 109359, "loss_ce": 0.04362184554338455, "loss_ce_0": 0.3733254671096802, "loss_ce_1": 0.16934263706207275, "loss_ce_2": 0.07481485232710838, "loss_ce_3": 0.0653831847012043, "loss_ce_4": 0.05991263687610626, "loss_ce_5": 0.05118690803647041, "loss_ce_6": 0.05301489308476448, "loss_ce_7": 0.05234049819409847, "loss_ce_8": 0.04962843284010887, "loss_dice": 0.6898058652877808, "loss_dice_0": 0.7574038505554199, "loss_dice_1": 0.717361181974411, "loss_dice_2": 0.6368121206760406, "loss_dice_3": 0.634239912033081, "loss_dice_4": 0.6202669441699982, "loss_dice_5": 0.6752022206783295, "loss_dice_6": 0.6427852809429169, "loss_dice_7": 0.6666010618209839, "loss_dice_8": 0.6139321029186249, "loss_mask": 0.2207368239760399, "loss_mask_0": 0.2522035390138626, "loss_mask_1": 0.2303346022963524, "loss_mask_2": 0.20855607837438583, "loss_mask_3": 0.2187274694442749, "loss_mask_4": 0.2095998004078865, "loss_mask_5": 0.20803902298212051, "loss_mask_6": 0.21309614926576614, "loss_mask_7": 0.21578790247440338, "loss_mask_8": 0.2230871245265007, "lr": 2.5e-05, "rank_data_time": 0.008899110369384289, "time": 0.9282572600059211, "total_loss": 10.280620845034719} +{"data_time": 0.00903085246682167, "eta_seconds": 35178.35780099034, "iteration": 109379, "loss_ce": 0.06914593651890755, "loss_ce_0": 0.47057391703128815, "loss_ce_1": 0.10679570212960243, "loss_ce_2": 0.06389037892222404, "loss_ce_3": 0.0692988708615303, "loss_ce_4": 0.07171163335442543, "loss_ce_5": 0.0624840147793293, "loss_ce_6": 0.05910002812743187, "loss_ce_7": 0.06633929163217545, "loss_ce_8": 0.0690154917538166, "loss_dice": 0.7364583313465118, "loss_dice_0": 0.903220534324646, "loss_dice_1": 0.8050596714019775, "loss_dice_2": 0.7718388140201569, "loss_dice_3": 0.7750314772129059, "loss_dice_4": 0.7305532395839691, "loss_dice_5": 0.7326939702033997, "loss_dice_6": 0.7584673166275024, "loss_dice_7": 0.7428371906280518, "loss_dice_8": 0.7224861979484558, "loss_mask": 0.22865484654903412, "loss_mask_0": 0.3274194300174713, "loss_mask_1": 0.2234809473156929, "loss_mask_2": 0.2431797906756401, "loss_mask_3": 0.23220695555210114, "loss_mask_4": 0.2206883206963539, "loss_mask_5": 0.22064929455518723, "loss_mask_6": 0.21616504341363907, "loss_mask_7": 0.21577320992946625, "loss_mask_8": 0.22450008988380432, "lr": 2.5e-05, "rank_data_time": 0.00903085246682167, "time": 1.0286322953179479, "total_loss": 10.724499167874455} +{"data_time": 0.008852201048284769, "eta_seconds": 35270.48480315134, "iteration": 109399, "loss_ce": 0.03375054709613323, "loss_ce_0": 0.36175060272216797, "loss_ce_1": 0.05939570255577564, "loss_ce_2": 0.03345601260662079, "loss_ce_3": 0.03940039128065109, "loss_ce_4": 0.03732043318450451, "loss_ce_5": 0.03290984220802784, "loss_ce_6": 0.032335324212908745, "loss_ce_7": 0.03395787812769413, "loss_ce_8": 0.033454377204179764, "loss_dice": 0.6143869757652283, "loss_dice_0": 0.7452463805675507, "loss_dice_1": 0.6339797079563141, "loss_dice_2": 0.6791124939918518, "loss_dice_3": 0.6193807423114777, "loss_dice_4": 0.5977392494678497, "loss_dice_5": 0.6066588759422302, "loss_dice_6": 0.6066739857196808, "loss_dice_7": 0.6247449517250061, "loss_dice_8": 0.6387228965759277, "loss_mask": 0.2106754332780838, "loss_mask_0": 0.24340859800577164, "loss_mask_1": 0.24620793759822845, "loss_mask_2": 0.21513329446315765, "loss_mask_3": 0.2139875739812851, "loss_mask_4": 0.21256735920906067, "loss_mask_5": 0.22279459983110428, "loss_mask_6": 0.2094343602657318, "loss_mask_7": 0.22424320131540298, "loss_mask_8": 0.20226363092660904, "lr": 2.5e-05, "rank_data_time": 0.008852201048284769, "time": 1.5882163783535361, "total_loss": 9.65506652276963} +{"data_time": 0.009075496811419725, "eta_seconds": 35357.32478387654, "iteration": 109419, "loss_ce": 0.06832844391465187, "loss_ce_0": 0.6069750785827637, "loss_ce_1": 0.15166758000850677, "loss_ce_2": 0.121045783162117, "loss_ce_3": 0.07532084733247757, "loss_ce_4": 0.05997536703944206, "loss_ce_5": 0.06664351932704449, "loss_ce_6": 0.09000151231884956, "loss_ce_7": 0.06302531436085701, "loss_ce_8": 0.07485141232609749, "loss_dice": 0.6448525190353394, "loss_dice_0": 0.8465889692306519, "loss_dice_1": 0.7020261883735657, "loss_dice_2": 0.6618643403053284, "loss_dice_3": 0.7144092619419098, "loss_dice_4": 0.7238187789916992, "loss_dice_5": 0.7098583281040192, "loss_dice_6": 0.6719234883785248, "loss_dice_7": 0.6339406967163086, "loss_dice_8": 0.7240140438079834, "loss_mask": 0.22788940370082855, "loss_mask_0": 0.294015035033226, "loss_mask_1": 0.27984796464443207, "loss_mask_2": 0.2535352557897568, "loss_mask_3": 0.26171064376831055, "loss_mask_4": 0.2413795292377472, "loss_mask_5": 0.2363329455256462, "loss_mask_6": 0.23090574145317078, "loss_mask_7": 0.2389383241534233, "loss_mask_8": 0.22679916769266129, "lr": 2.5e-05, "rank_data_time": 0.009075496811419725, "time": 1.0690985997207463, "total_loss": 11.518531194888055} +{"data_time": 0.009319528006017208, "eta_seconds": 35423.12271781266, "iteration": 109439, "loss_ce": 0.0740878228098154, "loss_ce_0": 0.6405284702777863, "loss_ce_1": 0.11327186226844788, "loss_ce_2": 0.07051124051213264, "loss_ce_3": 0.06146064214408398, "loss_ce_4": 0.0710713267326355, "loss_ce_5": 0.06089511141180992, "loss_ce_6": 0.058444028720259666, "loss_ce_7": 0.0713290199637413, "loss_ce_8": 0.07471561245620251, "loss_dice": 0.7282522916793823, "loss_dice_0": 0.8818651735782623, "loss_dice_1": 0.8048886656761169, "loss_dice_2": 0.7342691421508789, "loss_dice_3": 0.7371183633804321, "loss_dice_4": 0.7323580980300903, "loss_dice_5": 0.7189150750637054, "loss_dice_6": 0.7602747678756714, "loss_dice_7": 0.7236999273300171, "loss_dice_8": 0.7555831372737885, "loss_mask": 0.2815466374158859, "loss_mask_0": 0.3188357651233673, "loss_mask_1": 0.29084785282611847, "loss_mask_2": 0.2673107236623764, "loss_mask_3": 0.2793728709220886, "loss_mask_4": 0.2737105041742325, "loss_mask_5": 0.2766846716403961, "loss_mask_6": 0.2878197431564331, "loss_mask_7": 0.28116661310195923, "loss_mask_8": 0.27827347815036774, "lr": 2.5e-05, "rank_data_time": 0.009319528006017208, "time": 1.0530159841291606, "total_loss": 11.749000076204538} +{"data_time": 0.009563975967466831, "eta_seconds": 35317.90747642517, "iteration": 109459, "loss_ce": 0.07562554627656937, "loss_ce_0": 0.48937900364398956, "loss_ce_1": 0.11866879090666771, "loss_ce_2": 0.12599437311291695, "loss_ce_3": 0.07554780319333076, "loss_ce_4": 0.08260419219732285, "loss_ce_5": 0.0768040232360363, "loss_ce_6": 0.06908303126692772, "loss_ce_7": 0.08056211471557617, "loss_ce_8": 0.07545866072177887, "loss_dice": 0.7469762861728668, "loss_dice_0": 0.8571131527423859, "loss_dice_1": 0.7583496868610382, "loss_dice_2": 0.8129918277263641, "loss_dice_3": 0.7532050609588623, "loss_dice_4": 0.7171761393547058, "loss_dice_5": 0.7407638430595398, "loss_dice_6": 0.7266122102737427, "loss_dice_7": 0.7349084913730621, "loss_dice_8": 0.7542199790477753, "loss_mask": 0.23718838393688202, "loss_mask_0": 0.2910805195569992, "loss_mask_1": 0.2444707453250885, "loss_mask_2": 0.2394641414284706, "loss_mask_3": 0.23446959257125854, "loss_mask_4": 0.23307395726442337, "loss_mask_5": 0.24075216799974442, "loss_mask_6": 0.2318398356437683, "loss_mask_7": 0.23864372819662094, "loss_mask_8": 0.24336552619934082, "lr": 2.5e-05, "rank_data_time": 0.009563975967466831, "time": 0.9493472883477807, "total_loss": 12.344958253204823} +{"data_time": 0.008767173625528812, "eta_seconds": 35210.5378332641, "iteration": 109479, "loss_ce": 0.03421973716467619, "loss_ce_0": 0.4313383549451828, "loss_ce_1": 0.04293702729046345, "loss_ce_2": 0.0531319472938776, "loss_ce_3": 0.0410191398113966, "loss_ce_4": 0.038185540586709976, "loss_ce_5": 0.03778623975813389, "loss_ce_6": 0.03629881329834461, "loss_ce_7": 0.03336542099714279, "loss_ce_8": 0.03331972286105156, "loss_dice": 0.6749624311923981, "loss_dice_0": 0.8106805384159088, "loss_dice_1": 0.6967902779579163, "loss_dice_2": 0.6892050206661224, "loss_dice_3": 0.7035211324691772, "loss_dice_4": 0.671900749206543, "loss_dice_5": 0.6618069708347321, "loss_dice_6": 0.692478209733963, "loss_dice_7": 0.6962713003158569, "loss_dice_8": 0.6877137124538422, "loss_mask": 0.22032522410154343, "loss_mask_0": 0.274488627910614, "loss_mask_1": 0.23307304829359055, "loss_mask_2": 0.2417290061712265, "loss_mask_3": 0.23007167875766754, "loss_mask_4": 0.23535607010126114, "loss_mask_5": 0.22730258852243423, "loss_mask_6": 0.22601837664842606, "loss_mask_7": 0.2258327677845955, "loss_mask_8": 0.2342943474650383, "lr": 2.5e-05, "rank_data_time": 0.008767173625528812, "time": 0.9689867510460317, "total_loss": 10.938707209657878} +{"data_time": 0.008913479745388031, "eta_seconds": 35107.01394826174, "iteration": 109499, "loss_ce": 0.0689975693821907, "loss_ce_0": 0.5244162976741791, "loss_ce_1": 0.14615021646022797, "loss_ce_2": 0.09256633371114731, "loss_ce_3": 0.08564095944166183, "loss_ce_4": 0.0819026492536068, "loss_ce_5": 0.07697779685258865, "loss_ce_6": 0.07511674985289574, "loss_ce_7": 0.07697886601090431, "loss_ce_8": 0.07550335302948952, "loss_dice": 0.8284071087837219, "loss_dice_0": 1.0110172033309937, "loss_dice_1": 0.8781164586544037, "loss_dice_2": 0.9006751477718353, "loss_dice_3": 0.835403710603714, "loss_dice_4": 0.8495301008224487, "loss_dice_5": 0.8236081898212433, "loss_dice_6": 0.7581781148910522, "loss_dice_7": 0.781517893075943, "loss_dice_8": 0.8273150324821472, "loss_mask": 0.27953843772411346, "loss_mask_0": 0.35276517271995544, "loss_mask_1": 0.3181949108839035, "loss_mask_2": 0.2964269369840622, "loss_mask_3": 0.2851160019636154, "loss_mask_4": 0.28426089882850647, "loss_mask_5": 0.28494417667388916, "loss_mask_6": 0.28055237233638763, "loss_mask_7": 0.27687208354473114, "loss_mask_8": 0.2787068784236908, "lr": 2.5e-05, "rank_data_time": 0.008913479745388031, "time": 0.970498735550791, "total_loss": 12.103852709755301} +{"data_time": 0.008537178859114647, "eta_seconds": 35116.50202412158, "iteration": 109519, "loss_ce": 0.053706094622612, "loss_ce_0": 0.44821126759052277, "loss_ce_1": 0.12238425388932228, "loss_ce_2": 0.08606429770588875, "loss_ce_3": 0.05744059570133686, "loss_ce_4": 0.05238237604498863, "loss_ce_5": 0.05426190420985222, "loss_ce_6": 0.0510804895311594, "loss_ce_7": 0.05407833494246006, "loss_ce_8": 0.048397257924079895, "loss_dice": 0.6759584546089172, "loss_dice_0": 0.7528736591339111, "loss_dice_1": 0.7012775242328644, "loss_dice_2": 0.6513571441173553, "loss_dice_3": 0.6574603915214539, "loss_dice_4": 0.6834175288677216, "loss_dice_5": 0.6556302905082703, "loss_dice_6": 0.6377442181110382, "loss_dice_7": 0.6526346504688263, "loss_dice_8": 0.6755363047122955, "loss_mask": 0.150194451212883, "loss_mask_0": 0.18495580554008484, "loss_mask_1": 0.15974321961402893, "loss_mask_2": 0.15284420549869537, "loss_mask_3": 0.15636011213064194, "loss_mask_4": 0.1559264361858368, "loss_mask_5": 0.16279922425746918, "loss_mask_6": 0.15283866226673126, "loss_mask_7": 0.15256637334823608, "loss_mask_8": 0.15527354925870895, "lr": 2.5e-05, "rank_data_time": 0.008537178859114647, "time": 0.965665559284389, "total_loss": 10.603354163467884} +{"data_time": 0.008929737843573093, "eta_seconds": 35096.8729005754, "iteration": 109539, "loss_ce": 0.11306745558977127, "loss_ce_0": 0.6084014475345612, "loss_ce_1": 0.13856258243322372, "loss_ce_2": 0.09852544590830803, "loss_ce_3": 0.16377683728933334, "loss_ce_4": 0.08770772814750671, "loss_ce_5": 0.11295317113399506, "loss_ce_6": 0.06285223923623562, "loss_ce_7": 0.08335051499307156, "loss_ce_8": 0.10701486468315125, "loss_dice": 0.8383306562900543, "loss_dice_0": 0.9955580234527588, "loss_dice_1": 0.8806902170181274, "loss_dice_2": 0.8407053053379059, "loss_dice_3": 0.8341494202613831, "loss_dice_4": 0.8727940917015076, "loss_dice_5": 0.8201505839824677, "loss_dice_6": 0.8285066485404968, "loss_dice_7": 0.8839755356311798, "loss_dice_8": 0.8226775228977203, "loss_mask": 0.2396594062447548, "loss_mask_0": 0.29296255111694336, "loss_mask_1": 0.257472887635231, "loss_mask_2": 0.2500865086913109, "loss_mask_3": 0.24117166548967361, "loss_mask_4": 0.22597689926624298, "loss_mask_5": 0.23177776485681534, "loss_mask_6": 0.22929669171571732, "loss_mask_7": 0.21871297806501389, "loss_mask_8": 0.22500266879796982, "lr": 2.5e-05, "rank_data_time": 0.008929737843573093, "time": 1.0349831306375563, "total_loss": 12.249786818400025} +{"data_time": 0.008953955490142107, "eta_seconds": 35018.04676901549, "iteration": 109559, "loss_ce": 0.05064396373927593, "loss_ce_0": 0.47493746876716614, "loss_ce_1": 0.10265476629137993, "loss_ce_2": 0.0599520169198513, "loss_ce_3": 0.04899912141263485, "loss_ce_4": 0.055394234135746956, "loss_ce_5": 0.04469386674463749, "loss_ce_6": 0.0429103709757328, "loss_ce_7": 0.04516505263745785, "loss_ce_8": 0.05002075433731079, "loss_dice": 0.7121641635894775, "loss_dice_0": 0.8576173782348633, "loss_dice_1": 0.711638867855072, "loss_dice_2": 0.7496875822544098, "loss_dice_3": 0.7170080244541168, "loss_dice_4": 0.7741532325744629, "loss_dice_5": 0.6713058054447174, "loss_dice_6": 0.6812703907489777, "loss_dice_7": 0.7110138237476349, "loss_dice_8": 0.6777316927909851, "loss_mask": 0.18068557232618332, "loss_mask_0": 0.2188345193862915, "loss_mask_1": 0.19035762548446655, "loss_mask_2": 0.18256160616874695, "loss_mask_3": 0.19384876638650894, "loss_mask_4": 0.17183306068181992, "loss_mask_5": 0.1791726052761078, "loss_mask_6": 0.18305566161870956, "loss_mask_7": 0.18359442800283432, "loss_mask_8": 0.18457259982824326, "lr": 2.5e-05, "rank_data_time": 0.008953955490142107, "time": 0.9204808725044131, "total_loss": 10.13480294123292} +{"data_time": 0.008751020301133394, "eta_seconds": 35093.64114675671, "iteration": 109579, "loss_ce": 0.08132173120975494, "loss_ce_0": 0.6069605350494385, "loss_ce_1": 0.1743794083595276, "loss_ce_2": 0.10993993654847145, "loss_ce_3": 0.10630959644913673, "loss_ce_4": 0.0964234322309494, "loss_ce_5": 0.08468852192163467, "loss_ce_6": 0.07620382681488991, "loss_ce_7": 0.08042719587683678, "loss_ce_8": 0.06627245619893074, "loss_dice": 0.722450464963913, "loss_dice_0": 0.8168748319149017, "loss_dice_1": 0.6887183487415314, "loss_dice_2": 0.7374452352523804, "loss_dice_3": 0.7311328053474426, "loss_dice_4": 0.7230269014835358, "loss_dice_5": 0.7050166428089142, "loss_dice_6": 0.7213183045387268, "loss_dice_7": 0.6866053640842438, "loss_dice_8": 0.6704413890838623, "loss_mask": 0.22033103555440903, "loss_mask_0": 0.2772653251886368, "loss_mask_1": 0.2524311915040016, "loss_mask_2": 0.2386259138584137, "loss_mask_3": 0.22284624725580215, "loss_mask_4": 0.2345990091562271, "loss_mask_5": 0.2375480979681015, "loss_mask_6": 0.2158132642507553, "loss_mask_7": 0.21896729618310928, "loss_mask_8": 0.2197260484099388, "lr": 2.5e-05, "rank_data_time": 0.008751020301133394, "time": 1.0291835386306047, "total_loss": 11.186935434117913} +{"data_time": 0.00950230099260807, "eta_seconds": 35107.71192619577, "iteration": 109599, "loss_ce": 0.06567882001399994, "loss_ce_0": 0.5586489737033844, "loss_ce_1": 0.13875893130898476, "loss_ce_2": 0.07541828602552414, "loss_ce_3": 0.06723234616219997, "loss_ce_4": 0.06407693214714527, "loss_ce_5": 0.06537735462188721, "loss_ce_6": 0.07078535109758377, "loss_ce_7": 0.06353210285305977, "loss_ce_8": 0.05787006393074989, "loss_dice": 0.7664363980293274, "loss_dice_0": 0.8737225830554962, "loss_dice_1": 0.782019704580307, "loss_dice_2": 0.8028765320777893, "loss_dice_3": 0.77968829870224, "loss_dice_4": 0.7831561267375946, "loss_dice_5": 0.8141711950302124, "loss_dice_6": 0.7365950047969818, "loss_dice_7": 0.795349508523941, "loss_dice_8": 0.7821758985519409, "loss_mask": 0.2003224417567253, "loss_mask_0": 0.25539273023605347, "loss_mask_1": 0.20645371079444885, "loss_mask_2": 0.19341925531625748, "loss_mask_3": 0.20851638168096542, "loss_mask_4": 0.19550619274377823, "loss_mask_5": 0.21377935260534286, "loss_mask_6": 0.19018403440713882, "loss_mask_7": 0.18446308374404907, "loss_mask_8": 0.20455589145421982, "lr": 2.5e-05, "rank_data_time": 0.00950230099260807, "time": 0.9748762953095138, "total_loss": 11.00184805225581} +{"data_time": 0.00881149247288704, "eta_seconds": 35173.40925961733, "iteration": 109619, "loss_ce": 0.05748222395777702, "loss_ce_0": 0.5462865233421326, "loss_ce_1": 0.13974054157733917, "loss_ce_2": 0.10598418116569519, "loss_ce_3": 0.067257609218359, "loss_ce_4": 0.0606477577239275, "loss_ce_5": 0.06357049569487572, "loss_ce_6": 0.06144101917743683, "loss_ce_7": 0.06026802025735378, "loss_ce_8": 0.05800154432654381, "loss_dice": 0.6504582464694977, "loss_dice_0": 0.8231579065322876, "loss_dice_1": 0.7416818141937256, "loss_dice_2": 0.7020565867424011, "loss_dice_3": 0.7065890431404114, "loss_dice_4": 0.6844400465488434, "loss_dice_5": 0.6759262084960938, "loss_dice_6": 0.6893092691898346, "loss_dice_7": 0.6815328001976013, "loss_dice_8": 0.6739039123058319, "loss_mask": 0.22642908245325089, "loss_mask_0": 0.3062354773283005, "loss_mask_1": 0.25357961654663086, "loss_mask_2": 0.2514590322971344, "loss_mask_3": 0.24808339774608612, "loss_mask_4": 0.2483755201101303, "loss_mask_5": 0.22825987637043, "loss_mask_6": 0.24028760939836502, "loss_mask_7": 0.2286881059408188, "loss_mask_8": 0.2340509220957756, "lr": 2.5e-05, "rank_data_time": 0.00881149247288704, "time": 1.0335614364594221, "total_loss": 11.92548893392086} +{"data_time": 0.009257337544113398, "eta_seconds": 35180.58151612058, "iteration": 109639, "loss_ce": 0.06592600606381893, "loss_ce_0": 0.5615882873535156, "loss_ce_1": 0.16053400188684464, "loss_ce_2": 0.10221270099282265, "loss_ce_3": 0.0660125631839037, "loss_ce_4": 0.07692375779151917, "loss_ce_5": 0.08185573294758797, "loss_ce_6": 0.08541777357459068, "loss_ce_7": 0.06681097112596035, "loss_ce_8": 0.07238049432635307, "loss_dice": 0.6360302567481995, "loss_dice_0": 0.7660721838474274, "loss_dice_1": 0.6741199791431427, "loss_dice_2": 0.6886619627475739, "loss_dice_3": 0.6532439887523651, "loss_dice_4": 0.7088087797164917, "loss_dice_5": 0.6621065437793732, "loss_dice_6": 0.6287179589271545, "loss_dice_7": 0.6881221234798431, "loss_dice_8": 0.6434235572814941, "loss_mask": 0.2183043137192726, "loss_mask_0": 0.281145304441452, "loss_mask_1": 0.22826755046844482, "loss_mask_2": 0.22127791494131088, "loss_mask_3": 0.2268056720495224, "loss_mask_4": 0.21887106448411942, "loss_mask_5": 0.2188197448849678, "loss_mask_6": 0.22028838098049164, "loss_mask_7": 0.21647465974092484, "loss_mask_8": 0.21362638473510742, "lr": 2.5e-05, "rank_data_time": 0.009257337544113398, "time": 1.033814074471593, "total_loss": 10.740735644474626} +{"data_time": 0.009378996212035418, "eta_seconds": 35120.820939168334, "iteration": 109659, "loss_ce": 0.06519504636526108, "loss_ce_0": 0.42598089575767517, "loss_ce_1": 0.24603945016860962, "loss_ce_2": 0.11943202465772629, "loss_ce_3": 0.09624991752207279, "loss_ce_4": 0.07716720923781395, "loss_ce_5": 0.0794854499399662, "loss_ce_6": 0.06724022701382637, "loss_ce_7": 0.09329172596335411, "loss_ce_8": 0.06526373699307442, "loss_dice": 0.7974799573421478, "loss_dice_0": 0.9329099655151367, "loss_dice_1": 0.8440715968608856, "loss_dice_2": 0.804845005273819, "loss_dice_3": 0.784290611743927, "loss_dice_4": 0.8200045824050903, "loss_dice_5": 0.7680826783180237, "loss_dice_6": 0.7061968743801117, "loss_dice_7": 0.7811223864555359, "loss_dice_8": 0.7857961058616638, "loss_mask": 0.22826622426509857, "loss_mask_0": 0.27679771184921265, "loss_mask_1": 0.2331123650074005, "loss_mask_2": 0.23793675750494003, "loss_mask_3": 0.21471283584833145, "loss_mask_4": 0.2161439061164856, "loss_mask_5": 0.21386609971523285, "loss_mask_6": 0.21990538388490677, "loss_mask_7": 0.2147808000445366, "loss_mask_8": 0.23612191528081894, "lr": 2.5e-05, "rank_data_time": 0.009378996212035418, "time": 0.9641614817082882, "total_loss": 12.465981528162956} +{"data_time": 0.009804390836507082, "eta_seconds": 35075.99353364669, "iteration": 109679, "loss_ce": 0.12059548497200012, "loss_ce_0": 0.6041549742221832, "loss_ce_1": 0.20208466053009033, "loss_ce_2": 0.17031612247228622, "loss_ce_3": 0.09660279378294945, "loss_ce_4": 0.11720866709947586, "loss_ce_5": 0.12713921442627907, "loss_ce_6": 0.12211701646447182, "loss_ce_7": 0.14731059223413467, "loss_ce_8": 0.10785393789410591, "loss_dice": 0.6292591392993927, "loss_dice_0": 0.7799072861671448, "loss_dice_1": 0.7504244744777679, "loss_dice_2": 0.7248235642910004, "loss_dice_3": 0.6774303317070007, "loss_dice_4": 0.6766521632671356, "loss_dice_5": 0.7017262279987335, "loss_dice_6": 0.6963217258453369, "loss_dice_7": 0.6817858517169952, "loss_dice_8": 0.7079753279685974, "loss_mask": 0.22746211290359497, "loss_mask_0": 0.3080729842185974, "loss_mask_1": 0.2874397933483124, "loss_mask_2": 0.2565387934446335, "loss_mask_3": 0.26048073172569275, "loss_mask_4": 0.25152894854545593, "loss_mask_5": 0.2563741058111191, "loss_mask_6": 0.24188727140426636, "loss_mask_7": 0.23144210129976273, "loss_mask_8": 0.2294059842824936, "lr": 2.5e-05, "rank_data_time": 0.009804390836507082, "time": 0.9258590186946094, "total_loss": 11.80804922990501} +{"data_time": 0.009590129368007183, "eta_seconds": 35094.54511329532, "iteration": 109699, "loss_ce": 0.07742668502032757, "loss_ce_0": 0.500540629029274, "loss_ce_1": 0.1278059259057045, "loss_ce_2": 0.11550454050302505, "loss_ce_3": 0.08803500980138779, "loss_ce_4": 0.08345525711774826, "loss_ce_5": 0.10784066841006279, "loss_ce_6": 0.07117409817874432, "loss_ce_7": 0.0721508152782917, "loss_ce_8": 0.09489576891064644, "loss_dice": 0.7145386934280396, "loss_dice_0": 0.7827469408512115, "loss_dice_1": 0.7152222096920013, "loss_dice_2": 0.6953472197055817, "loss_dice_3": 0.7015687823295593, "loss_dice_4": 0.7180481553077698, "loss_dice_5": 0.7066645622253418, "loss_dice_6": 0.7202726900577545, "loss_dice_7": 0.6880864500999451, "loss_dice_8": 0.8014222383499146, "loss_mask": 0.22405023127794266, "loss_mask_0": 0.271330326795578, "loss_mask_1": 0.2447122111916542, "loss_mask_2": 0.2250709906220436, "loss_mask_3": 0.2184198573231697, "loss_mask_4": 0.2212313637137413, "loss_mask_5": 0.2304447814822197, "loss_mask_6": 0.24959486722946167, "loss_mask_7": 0.2545151337981224, "loss_mask_8": 0.23259169608354568, "lr": 2.5e-05, "rank_data_time": 0.009590129368007183, "time": 1.01727039180696, "total_loss": 11.557243649847806} +{"data_time": 0.009182680863887072, "eta_seconds": 35061.69497799128, "iteration": 109719, "loss_ce": 0.04085875488817692, "loss_ce_0": 0.4527803659439087, "loss_ce_1": 0.08955127000808716, "loss_ce_2": 0.045681701973080635, "loss_ce_3": 0.046785373240709305, "loss_ce_4": 0.04950925335288048, "loss_ce_5": 0.04678838141262531, "loss_ce_6": 0.043865082785487175, "loss_ce_7": 0.04339805990457535, "loss_ce_8": 0.04120372235774994, "loss_dice": 0.6083241105079651, "loss_dice_0": 0.7814975380897522, "loss_dice_1": 0.6689389050006866, "loss_dice_2": 0.6524695158004761, "loss_dice_3": 0.6410737037658691, "loss_dice_4": 0.621305525302887, "loss_dice_5": 0.6394885182380676, "loss_dice_6": 0.644391268491745, "loss_dice_7": 0.6443703174591064, "loss_dice_8": 0.6328108608722687, "loss_mask": 0.23835286498069763, "loss_mask_0": 0.35093480348587036, "loss_mask_1": 0.27825281023979187, "loss_mask_2": 0.25238390266895294, "loss_mask_3": 0.24007271975278854, "loss_mask_4": 0.2429945394396782, "loss_mask_5": 0.24158844351768494, "loss_mask_6": 0.24413834512233734, "loss_mask_7": 0.24155034869909286, "loss_mask_8": 0.24056773632764816, "lr": 2.5e-05, "rank_data_time": 0.009182680863887072, "time": 0.9222788005135953, "total_loss": 10.217620611190796} +{"data_time": 0.009081013035029173, "eta_seconds": 35081.92593138665, "iteration": 109739, "loss_ce": 0.04607882909476757, "loss_ce_0": 0.36652208864688873, "loss_ce_1": 0.10216104611754417, "loss_ce_2": 0.06243654899299145, "loss_ce_3": 0.06009458191692829, "loss_ce_4": 0.049370983615517616, "loss_ce_5": 0.05275227688252926, "loss_ce_6": 0.04782525822520256, "loss_ce_7": 0.04710802249610424, "loss_ce_8": 0.04537146911025047, "loss_dice": 0.7160575687885284, "loss_dice_0": 0.8224508762359619, "loss_dice_1": 0.7495542168617249, "loss_dice_2": 0.718386709690094, "loss_dice_3": 0.726850152015686, "loss_dice_4": 0.675795167684555, "loss_dice_5": 0.6872725784778595, "loss_dice_6": 0.6909134685993195, "loss_dice_7": 0.6728580296039581, "loss_dice_8": 0.6610119044780731, "loss_mask": 0.2056599259376526, "loss_mask_0": 0.24038391560316086, "loss_mask_1": 0.22426674515008926, "loss_mask_2": 0.2005222737789154, "loss_mask_3": 0.21331395953893661, "loss_mask_4": 0.20630747824907303, "loss_mask_5": 0.21698325872421265, "loss_mask_6": 0.19572145491838455, "loss_mask_7": 0.2045421302318573, "loss_mask_8": 0.2142861858010292, "lr": 2.5e-05, "rank_data_time": 0.009081013035029173, "time": 0.9961348259821534, "total_loss": 11.385926699265838} +{"data_time": 0.009591827169060707, "eta_seconds": 34953.93688283861, "iteration": 109759, "loss_ce": 0.07414356246590614, "loss_ce_0": 0.49871133267879486, "loss_ce_1": 0.11674802377820015, "loss_ce_2": 0.09813946858048439, "loss_ce_3": 0.07590499147772789, "loss_ce_4": 0.06825314089655876, "loss_ce_5": 0.07484946772456169, "loss_ce_6": 0.0751066543161869, "loss_ce_7": 0.07063053548336029, "loss_ce_8": 0.06915733963251114, "loss_dice": 0.6851423382759094, "loss_dice_0": 0.7705743610858917, "loss_dice_1": 0.6528289616107941, "loss_dice_2": 0.6378260254859924, "loss_dice_3": 0.655168741941452, "loss_dice_4": 0.616265743970871, "loss_dice_5": 0.6447031497955322, "loss_dice_6": 0.6473466753959656, "loss_dice_7": 0.6909483075141907, "loss_dice_8": 0.6927187442779541, "loss_mask": 0.18548215180635452, "loss_mask_0": 0.23908308148384094, "loss_mask_1": 0.19294994324445724, "loss_mask_2": 0.1860022470355034, "loss_mask_3": 0.17803404480218887, "loss_mask_4": 0.18565016984939575, "loss_mask_5": 0.1957295760512352, "loss_mask_6": 0.18482226878404617, "loss_mask_7": 0.1832333281636238, "loss_mask_8": 0.18697119504213333, "lr": 2.5e-05, "rank_data_time": 0.009591827169060707, "time": 0.9356118887662888, "total_loss": 9.978523900732398} +{"data_time": 0.008918444626033306, "eta_seconds": 34950.26556327939, "iteration": 109779, "loss_ce": 0.04109595715999603, "loss_ce_0": 0.5338418781757355, "loss_ce_1": 0.07490318082273006, "loss_ce_2": 0.05802030302584171, "loss_ce_3": 0.058983443304896355, "loss_ce_4": 0.05882413685321808, "loss_ce_5": 0.05106706731021404, "loss_ce_6": 0.05032137967646122, "loss_ce_7": 0.050626231357455254, "loss_ce_8": 0.05982052534818649, "loss_dice": 0.6605379581451416, "loss_dice_0": 0.7979105114936829, "loss_dice_1": 0.7545825242996216, "loss_dice_2": 0.6690219044685364, "loss_dice_3": 0.6172439455986023, "loss_dice_4": 0.6413788497447968, "loss_dice_5": 0.6355259120464325, "loss_dice_6": 0.6472781896591187, "loss_dice_7": 0.6480024456977844, "loss_dice_8": 0.6991706192493439, "loss_mask": 0.22211211174726486, "loss_mask_0": 0.27214905619621277, "loss_mask_1": 0.24254846572875977, "loss_mask_2": 0.2207319661974907, "loss_mask_3": 0.21969624608755112, "loss_mask_4": 0.22739823907613754, "loss_mask_5": 0.22045793384313583, "loss_mask_6": 0.2203219011425972, "loss_mask_7": 0.22676435858011246, "loss_mask_8": 0.22689125686883926, "lr": 2.5e-05, "rank_data_time": 0.008918444626033306, "time": 0.9933538576588035, "total_loss": 10.27086440473795} +{"data_time": 0.00913840439170599, "eta_seconds": 34982.86036308855, "iteration": 109799, "loss_ce": 0.06819149106740952, "loss_ce_0": 0.5777470469474792, "loss_ce_1": 0.11506152525544167, "loss_ce_2": 0.0742274858057499, "loss_ce_3": 0.06750619411468506, "loss_ce_4": 0.07234062626957893, "loss_ce_5": 0.0723789669573307, "loss_ce_6": 0.07605917751789093, "loss_ce_7": 0.0769871436059475, "loss_ce_8": 0.06709673255681992, "loss_dice": 0.7304850220680237, "loss_dice_0": 0.8352974951267242, "loss_dice_1": 0.7978450059890747, "loss_dice_2": 0.7829848825931549, "loss_dice_3": 0.7868500649929047, "loss_dice_4": 0.7644421458244324, "loss_dice_5": 0.7431923151016235, "loss_dice_6": 0.7408623397350311, "loss_dice_7": 0.7137945294380188, "loss_dice_8": 0.7422145009040833, "loss_mask": 0.2548217922449112, "loss_mask_0": 0.3029956966638565, "loss_mask_1": 0.2817179709672928, "loss_mask_2": 0.2576964795589447, "loss_mask_3": 0.24054038524627686, "loss_mask_4": 0.24337229132652283, "loss_mask_5": 0.25643862783908844, "loss_mask_6": 0.2515150308609009, "loss_mask_7": 0.25997139513492584, "loss_mask_8": 0.2533941715955734, "lr": 2.5e-05, "rank_data_time": 0.00913840439170599, "time": 1.154554934706539, "total_loss": 11.99487996660173} +{"data_time": 0.009374119807034731, "eta_seconds": 34963.151709362864, "iteration": 109819, "loss_ce": 0.08608102053403854, "loss_ce_0": 0.6269297301769257, "loss_ce_1": 0.1448998674750328, "loss_ce_2": 0.11234916746616364, "loss_ce_3": 0.08762281760573387, "loss_ce_4": 0.08706299215555191, "loss_ce_5": 0.10738661140203476, "loss_ce_6": 0.07405361905694008, "loss_ce_7": 0.09741345420479774, "loss_ce_8": 0.0877784825861454, "loss_dice": 0.7567838430404663, "loss_dice_0": 0.8808097541332245, "loss_dice_1": 0.8286957442760468, "loss_dice_2": 0.7559969127178192, "loss_dice_3": 0.7895618379116058, "loss_dice_4": 0.7493694722652435, "loss_dice_5": 0.7675369083881378, "loss_dice_6": 0.7744295597076416, "loss_dice_7": 0.7517909407615662, "loss_dice_8": 0.7553508877754211, "loss_mask": 0.29809756577014923, "loss_mask_0": 0.30005741119384766, "loss_mask_1": 0.3153996914625168, "loss_mask_2": 0.28594815731048584, "loss_mask_3": 0.2935492843389511, "loss_mask_4": 0.2968656122684479, "loss_mask_5": 0.3000829517841339, "loss_mask_6": 0.2964208722114563, "loss_mask_7": 0.2918422371149063, "loss_mask_8": 0.29818399250507355, "lr": 2.5e-05, "rank_data_time": 0.009374119807034731, "time": 0.9321951437741518, "total_loss": 13.049697414040565} +{"data_time": 0.008865675888955593, "eta_seconds": 34983.27034665272, "iteration": 109839, "loss_ce": 0.04698575288057327, "loss_ce_0": 0.46683305501937866, "loss_ce_1": 0.06802136823534966, "loss_ce_2": 0.05163964815437794, "loss_ce_3": 0.04216062091290951, "loss_ce_4": 0.05155860260128975, "loss_ce_5": 0.049190182238817215, "loss_ce_6": 0.04923968017101288, "loss_ce_7": 0.048655468970537186, "loss_ce_8": 0.04625966027379036, "loss_dice": 0.70147904753685, "loss_dice_0": 0.7779504060745239, "loss_dice_1": 0.738604873418808, "loss_dice_2": 0.6920889019966125, "loss_dice_3": 0.6761055588722229, "loss_dice_4": 0.6983342468738556, "loss_dice_5": 0.6437556445598602, "loss_dice_6": 0.6619946360588074, "loss_dice_7": 0.7112644016742706, "loss_dice_8": 0.6607456207275391, "loss_mask": 0.22550534456968307, "loss_mask_0": 0.24551890790462494, "loss_mask_1": 0.23784321546554565, "loss_mask_2": 0.2337290495634079, "loss_mask_3": 0.24875596910715103, "loss_mask_4": 0.22558408975601196, "loss_mask_5": 0.2345113679766655, "loss_mask_6": 0.23280742764472961, "loss_mask_7": 0.2258022353053093, "loss_mask_8": 0.22929517179727554, "lr": 2.5e-05, "rank_data_time": 0.008865675888955593, "time": 1.0293520237319171, "total_loss": 10.722625986672938} +{"data_time": 0.009315602015703917, "eta_seconds": 35019.05308295041, "iteration": 109859, "loss_ce": 0.04584256187081337, "loss_ce_0": 0.40125449001789093, "loss_ce_1": 0.09640074148774147, "loss_ce_2": 0.06839114427566528, "loss_ce_3": 0.06049017608165741, "loss_ce_4": 0.05135282129049301, "loss_ce_5": 0.047382621094584465, "loss_ce_6": 0.0470611397176981, "loss_ce_7": 0.050072455778717995, "loss_ce_8": 0.04711599834263325, "loss_dice": 0.8028320372104645, "loss_dice_0": 0.8348551690578461, "loss_dice_1": 0.7865235209465027, "loss_dice_2": 0.7628541588783264, "loss_dice_3": 0.8243839144706726, "loss_dice_4": 0.8239963054656982, "loss_dice_5": 0.8198413550853729, "loss_dice_6": 0.7909718453884125, "loss_dice_7": 0.7196323871612549, "loss_dice_8": 0.795628011226654, "loss_mask": 0.20662789046764374, "loss_mask_0": 0.28753527998924255, "loss_mask_1": 0.21292246878147125, "loss_mask_2": 0.21626725047826767, "loss_mask_3": 0.2151062935590744, "loss_mask_4": 0.20951221883296967, "loss_mask_5": 0.20644035935401917, "loss_mask_6": 0.2029595971107483, "loss_mask_7": 0.20222048461437225, "loss_mask_8": 0.2037224993109703, "lr": 2.5e-05, "rank_data_time": 0.009315602015703917, "time": 1.059298918582499, "total_loss": 12.41411243006587} +{"data_time": 0.008715109433978796, "eta_seconds": 35292.20627291128, "iteration": 109879, "loss_ce": 0.04584704339504242, "loss_ce_0": 0.5634136497974396, "loss_ce_1": 0.08738883212208748, "loss_ce_2": 0.08621712028980255, "loss_ce_3": 0.062310872599482536, "loss_ce_4": 0.06622868403792381, "loss_ce_5": 0.08499182760715485, "loss_ce_6": 0.05824882537126541, "loss_ce_7": 0.04832683317363262, "loss_ce_8": 0.07274934276938438, "loss_dice": 0.7678878605365753, "loss_dice_0": 0.824356198310852, "loss_dice_1": 0.8417690098285675, "loss_dice_2": 0.6939809322357178, "loss_dice_3": 0.7616490721702576, "loss_dice_4": 0.6933712661266327, "loss_dice_5": 0.7139764428138733, "loss_dice_6": 0.7364949285984039, "loss_dice_7": 0.7681856453418732, "loss_dice_8": 0.6783881783485413, "loss_mask": 0.25489477813243866, "loss_mask_0": 0.30704520642757416, "loss_mask_1": 0.24450898170471191, "loss_mask_2": 0.2495124638080597, "loss_mask_3": 0.24397382140159607, "loss_mask_4": 0.24268199503421783, "loss_mask_5": 0.24389710277318954, "loss_mask_6": 0.2451281175017357, "loss_mask_7": 0.24883338809013367, "loss_mask_8": 0.24417149275541306, "lr": 2.5e-05, "rank_data_time": 0.008715109433978796, "time": 1.862876367289573, "total_loss": 11.326922293752432} +{"data_time": 0.008915916550904512, "eta_seconds": 35254.20359009877, "iteration": 109899, "loss_ce": 0.046652449294924736, "loss_ce_0": 0.45565730333328247, "loss_ce_1": 0.10893623530864716, "loss_ce_2": 0.07720429077744484, "loss_ce_3": 0.05873414687812328, "loss_ce_4": 0.07563578337430954, "loss_ce_5": 0.06123986840248108, "loss_ce_6": 0.05114065855741501, "loss_ce_7": 0.054451100528240204, "loss_ce_8": 0.0523802787065506, "loss_dice": 0.7200802266597748, "loss_dice_0": 0.9065066277980804, "loss_dice_1": 0.7656240463256836, "loss_dice_2": 0.7467360496520996, "loss_dice_3": 0.7474143207073212, "loss_dice_4": 0.6919691264629364, "loss_dice_5": 0.7485740184783936, "loss_dice_6": 0.7149844467639923, "loss_dice_7": 0.7044458985328674, "loss_dice_8": 0.7241070568561554, "loss_mask": 0.20453326404094696, "loss_mask_0": 0.25519227981567383, "loss_mask_1": 0.22282250970602036, "loss_mask_2": 0.22568579763174057, "loss_mask_3": 0.2114361822605133, "loss_mask_4": 0.2026999667286873, "loss_mask_5": 0.20328570902347565, "loss_mask_6": 0.20716359466314316, "loss_mask_7": 0.204734206199646, "loss_mask_8": 0.20771268755197525, "lr": 2.5e-05, "rank_data_time": 0.008915916550904512, "time": 0.973223571665585, "total_loss": 10.994184518232942} +{"data_time": 0.00895079504698515, "eta_seconds": 35247.32540660538, "iteration": 109919, "loss_ce": 0.04910922981798649, "loss_ce_0": 0.46373237669467926, "loss_ce_1": 0.1364935263991356, "loss_ce_2": 0.11189998686313629, "loss_ce_3": 0.05785705707967281, "loss_ce_4": 0.05547270551323891, "loss_ce_5": 0.05777717940509319, "loss_ce_6": 0.054534219205379486, "loss_ce_7": 0.049153223633766174, "loss_ce_8": 0.05126552656292915, "loss_dice": 0.8011645674705505, "loss_dice_0": 1.0707010626792908, "loss_dice_1": 0.9297638535499573, "loss_dice_2": 0.933741420507431, "loss_dice_3": 0.8331264555454254, "loss_dice_4": 0.8284994065761566, "loss_dice_5": 0.8432643115520477, "loss_dice_6": 0.8248142898082733, "loss_dice_7": 0.7877142131328583, "loss_dice_8": 0.8105269968509674, "loss_mask": 0.1593470796942711, "loss_mask_0": 0.21150989085435867, "loss_mask_1": 0.15648501366376877, "loss_mask_2": 0.1593419834971428, "loss_mask_3": 0.1559356302022934, "loss_mask_4": 0.14494315534830093, "loss_mask_5": 0.15410922467708588, "loss_mask_6": 0.1561034768819809, "loss_mask_7": 0.16027236729860306, "loss_mask_8": 0.16031059622764587, "lr": 2.5e-05, "rank_data_time": 0.00895079504698515, "time": 0.985441155731678, "total_loss": 12.582711501047015} +{"data_time": 0.009010589681565762, "eta_seconds": 35264.19831961393, "iteration": 109939, "loss_ce": 0.06632532924413681, "loss_ce_0": 0.5180701017379761, "loss_ce_1": 0.12406373769044876, "loss_ce_2": 0.10230226442217827, "loss_ce_3": 0.0831439346075058, "loss_ce_4": 0.07078411430120468, "loss_ce_5": 0.08416921645402908, "loss_ce_6": 0.06905597262084484, "loss_ce_7": 0.06882390938699245, "loss_ce_8": 0.06799174658954144, "loss_dice": 0.7342153191566467, "loss_dice_0": 0.8671998083591461, "loss_dice_1": 0.7739784717559814, "loss_dice_2": 0.7448104023933411, "loss_dice_3": 0.7211768329143524, "loss_dice_4": 0.7194893956184387, "loss_dice_5": 0.7316337823867798, "loss_dice_6": 0.7291463017463684, "loss_dice_7": 0.7530195713043213, "loss_dice_8": 0.7143881916999817, "loss_mask": 0.20437199622392654, "loss_mask_0": 0.23209725320339203, "loss_mask_1": 0.20558536797761917, "loss_mask_2": 0.20134776830673218, "loss_mask_3": 0.20007774233818054, "loss_mask_4": 0.19272113591432571, "loss_mask_5": 0.19347680360078812, "loss_mask_6": 0.19848600029945374, "loss_mask_7": 0.20007987320423126, "loss_mask_8": 0.2023698091506958, "lr": 2.5e-05, "rank_data_time": 0.009010589681565762, "time": 0.9567080116830766, "total_loss": 12.376623439602554} +{"data_time": 0.009351862128823996, "eta_seconds": 35244.25250608474, "iteration": 109959, "loss_ce": 0.05769247189164162, "loss_ce_0": 0.42049942910671234, "loss_ce_1": 0.09755400195717812, "loss_ce_2": 0.07446592301130295, "loss_ce_3": 0.08196468278765678, "loss_ce_4": 0.08894781768321991, "loss_ce_5": 0.0816880315542221, "loss_ce_6": 0.07813924923539162, "loss_ce_7": 0.07315661758184433, "loss_ce_8": 0.05884896218776703, "loss_dice": 0.6571038067340851, "loss_dice_0": 0.8323720097541809, "loss_dice_1": 0.7465833425521851, "loss_dice_2": 0.7216638028621674, "loss_dice_3": 0.6577983498573303, "loss_dice_4": 0.7103361189365387, "loss_dice_5": 0.6438433229923248, "loss_dice_6": 0.6414982080459595, "loss_dice_7": 0.6909665763378143, "loss_dice_8": 0.7024427950382233, "loss_mask": 0.21095679700374603, "loss_mask_0": 0.2321404442191124, "loss_mask_1": 0.2194354385137558, "loss_mask_2": 0.2161325216293335, "loss_mask_3": 0.20640935748815536, "loss_mask_4": 0.21064603328704834, "loss_mask_5": 0.20655374228954315, "loss_mask_6": 0.20971839874982834, "loss_mask_7": 0.21507585793733597, "loss_mask_8": 0.21715454012155533, "lr": 2.5e-05, "rank_data_time": 0.009351862128823996, "time": 0.9143184027634561, "total_loss": 10.70704717002809} +{"data_time": 0.008711383678019047, "eta_seconds": 35258.55046220124, "iteration": 109979, "loss_ce": 0.08921730518341064, "loss_ce_0": 0.5382745862007141, "loss_ce_1": 0.16174578666687012, "loss_ce_2": 0.13732831925153732, "loss_ce_3": 0.1364443525671959, "loss_ce_4": 0.15717149525880814, "loss_ce_5": 0.11872608587145805, "loss_ce_6": 0.10634985566139221, "loss_ce_7": 0.09348040446639061, "loss_ce_8": 0.08640021085739136, "loss_dice": 0.8350808918476105, "loss_dice_0": 0.9605838358402252, "loss_dice_1": 0.7274761199951172, "loss_dice_2": 0.8920030891895294, "loss_dice_3": 0.8227371573448181, "loss_dice_4": 0.865589052438736, "loss_dice_5": 0.865904688835144, "loss_dice_6": 0.9131182432174683, "loss_dice_7": 0.8462557196617126, "loss_dice_8": 0.8212136328220367, "loss_mask": 0.20153462141752243, "loss_mask_0": 0.2331402599811554, "loss_mask_1": 0.2044081687927246, "loss_mask_2": 0.21694809943437576, "loss_mask_3": 0.20081506669521332, "loss_mask_4": 0.21002499014139175, "loss_mask_5": 0.21233462542295456, "loss_mask_6": 0.19935288280248642, "loss_mask_7": 0.20804252475500107, "loss_mask_8": 0.20545729994773865, "lr": 2.5e-05, "rank_data_time": 0.008711383678019047, "time": 0.9694610089063644, "total_loss": 12.985252672806382} +{"data_time": 0.00897886697202921, "eta_seconds": 35300.22459025495, "iteration": 109999, "loss_ce": 0.0828484408557415, "loss_ce_0": 0.471324622631073, "loss_ce_1": 0.16846221685409546, "loss_ce_2": 0.12600652128458023, "loss_ce_3": 0.12265938147902489, "loss_ce_4": 0.11388655751943588, "loss_ce_5": 0.0967765785753727, "loss_ce_6": 0.09303618967533112, "loss_ce_7": 0.08330589532852173, "loss_ce_8": 0.08430923148989677, "loss_dice": 0.8152818381786346, "loss_dice_0": 0.9367725253105164, "loss_dice_1": 0.8673943877220154, "loss_dice_2": 0.8827176094055176, "loss_dice_3": 0.7971254885196686, "loss_dice_4": 0.8392044901847839, "loss_dice_5": 0.7921251058578491, "loss_dice_6": 0.8307977020740509, "loss_dice_7": 0.8412426710128784, "loss_dice_8": 0.8940839469432831, "loss_mask": 0.27369900047779083, "loss_mask_0": 0.2836836129426956, "loss_mask_1": 0.2615707814693451, "loss_mask_2": 0.28438974916934967, "loss_mask_3": 0.2694784104824066, "loss_mask_4": 0.24842242151498795, "loss_mask_5": 0.269743874669075, "loss_mask_6": 0.2701055258512497, "loss_mask_7": 0.26678693294525146, "loss_mask_8": 0.27248968183994293, "lr": 2.5e-05, "rank_data_time": 0.00897886697202921, "time": 1.0758695299737155, "total_loss": 13.647144436836243} +{"data_time": 0.00869072275236249, "eta_seconds": 35263.15770082176, "iteration": 110019, "loss_ce": 0.06579670682549477, "loss_ce_0": 0.45718005299568176, "loss_ce_1": 0.1327478028833866, "loss_ce_2": 0.08858014270663261, "loss_ce_3": 0.08412396535277367, "loss_ce_4": 0.07663486897945404, "loss_ce_5": 0.07013339176774025, "loss_ce_6": 0.06967617198824883, "loss_ce_7": 0.06824930012226105, "loss_ce_8": 0.06564567610621452, "loss_dice": 0.7307628691196442, "loss_dice_0": 0.8803673088550568, "loss_dice_1": 0.776322215795517, "loss_dice_2": 0.8108792901039124, "loss_dice_3": 0.7519855499267578, "loss_dice_4": 0.7335935235023499, "loss_dice_5": 0.6940488219261169, "loss_dice_6": 0.7185980081558228, "loss_dice_7": 0.7573263049125671, "loss_dice_8": 0.6736027896404266, "loss_mask": 0.1904987469315529, "loss_mask_0": 0.24114075303077698, "loss_mask_1": 0.21082434803247452, "loss_mask_2": 0.19805272668600082, "loss_mask_3": 0.19351834803819656, "loss_mask_4": 0.1964595541357994, "loss_mask_5": 0.19269941002130508, "loss_mask_6": 0.18881479650735855, "loss_mask_7": 0.18795496225357056, "loss_mask_8": 0.18730874359607697, "lr": 2.5e-05, "rank_data_time": 0.00869072275236249, "time": 0.9046279522590339, "total_loss": 11.647493980824947} +{"data_time": 0.00889351312071085, "eta_seconds": 35198.65484986454, "iteration": 110039, "loss_ce": 0.0820874534547329, "loss_ce_0": 0.3870614469051361, "loss_ce_1": 0.09770749136805534, "loss_ce_2": 0.1271408423781395, "loss_ce_3": 0.12682079151272774, "loss_ce_4": 0.0754743404686451, "loss_ce_5": 0.07001599669456482, "loss_ce_6": 0.08861592784523964, "loss_ce_7": 0.07414519041776657, "loss_ce_8": 0.0657885018736124, "loss_dice": 0.7180144190788269, "loss_dice_0": 0.7956068813800812, "loss_dice_1": 0.7870827615261078, "loss_dice_2": 0.8128370344638824, "loss_dice_3": 0.7549560070037842, "loss_dice_4": 0.7438914775848389, "loss_dice_5": 0.7305770814418793, "loss_dice_6": 0.706586092710495, "loss_dice_7": 0.7501934170722961, "loss_dice_8": 0.7189932763576508, "loss_mask": 0.25493447482585907, "loss_mask_0": 0.3500043898820877, "loss_mask_1": 0.2541884630918503, "loss_mask_2": 0.2628893107175827, "loss_mask_3": 0.2695079743862152, "loss_mask_4": 0.2682001441717148, "loss_mask_5": 0.2652015686035156, "loss_mask_6": 0.2493739277124405, "loss_mask_7": 0.2568124085664749, "loss_mask_8": 0.2593541145324707, "lr": 2.5e-05, "rank_data_time": 0.00889351312071085, "time": 1.3571092998608947, "total_loss": 12.5322974473238} +{"data_time": 0.009072542656213045, "eta_seconds": 35308.693547379225, "iteration": 110059, "loss_ce": 0.083596121519804, "loss_ce_0": 0.6591247618198395, "loss_ce_1": 0.14911693334579468, "loss_ce_2": 0.11022484675049782, "loss_ce_3": 0.10811690241098404, "loss_ce_4": 0.10341591015458107, "loss_ce_5": 0.06700960919260979, "loss_ce_6": 0.07746108993887901, "loss_ce_7": 0.07806199416518211, "loss_ce_8": 0.08290227502584457, "loss_dice": 0.7162810266017914, "loss_dice_0": 0.8532235622406006, "loss_dice_1": 0.7929719090461731, "loss_dice_2": 0.7308067381381989, "loss_dice_3": 0.7102556824684143, "loss_dice_4": 0.725755363702774, "loss_dice_5": 0.6930421590805054, "loss_dice_6": 0.7461036145687103, "loss_dice_7": 0.7164360880851746, "loss_dice_8": 0.7138572335243225, "loss_mask": 0.2284085899591446, "loss_mask_0": 0.2672102749347687, "loss_mask_1": 0.2151358276605606, "loss_mask_2": 0.2177247405052185, "loss_mask_3": 0.2090158388018608, "loss_mask_4": 0.23314619809389114, "loss_mask_5": 0.22249272465705872, "loss_mask_6": 0.23443124443292618, "loss_mask_7": 0.2248745933175087, "loss_mask_8": 0.21875733137130737, "lr": 2.5e-05, "rank_data_time": 0.009072542656213045, "time": 1.8335115280933678, "total_loss": 11.599013125523925} +{"data_time": 0.009374506771564484, "eta_seconds": 35440.18798154779, "iteration": 110079, "loss_ce": 0.06846505030989647, "loss_ce_0": 0.5293656289577484, "loss_ce_1": 0.1462017521262169, "loss_ce_2": 0.12430496141314507, "loss_ce_3": 0.09165181592106819, "loss_ce_4": 0.08182904496788979, "loss_ce_5": 0.08132632449269295, "loss_ce_6": 0.07406172156333923, "loss_ce_7": 0.08054790645837784, "loss_ce_8": 0.06687132082879543, "loss_dice": 0.7708769738674164, "loss_dice_0": 0.8671285808086395, "loss_dice_1": 0.7702791392803192, "loss_dice_2": 0.7897954285144806, "loss_dice_3": 0.715056300163269, "loss_dice_4": 0.7583370804786682, "loss_dice_5": 0.7384955585002899, "loss_dice_6": 0.7228280305862427, "loss_dice_7": 0.7354741394519806, "loss_dice_8": 0.7381732761859894, "loss_mask": 0.22977819293737411, "loss_mask_0": 0.2501944676041603, "loss_mask_1": 0.23814672976732254, "loss_mask_2": 0.2407209724187851, "loss_mask_3": 0.23324304819107056, "loss_mask_4": 0.23313941061496735, "loss_mask_5": 0.23226068913936615, "loss_mask_6": 0.2286776602268219, "loss_mask_7": 0.23009290546178818, "loss_mask_8": 0.23447228223085403, "lr": 2.5e-05, "rank_data_time": 0.009374506771564484, "time": 1.7635633805766702, "total_loss": 12.960449436679482} +{"data_time": 0.009017585311084986, "eta_seconds": 35461.44159436226, "iteration": 110099, "loss_ce": 0.07603397965431213, "loss_ce_0": 0.5878650546073914, "loss_ce_1": 0.140133798122406, "loss_ce_2": 0.10506435856223106, "loss_ce_3": 0.11090660467743874, "loss_ce_4": 0.09622905775904655, "loss_ce_5": 0.0930306538939476, "loss_ce_6": 0.10195659846067429, "loss_ce_7": 0.07945020124316216, "loss_ce_8": 0.07130542024970055, "loss_dice": 0.7655123472213745, "loss_dice_0": 0.8845878541469574, "loss_dice_1": 0.8276659250259399, "loss_dice_2": 0.8210422694683075, "loss_dice_3": 0.7809432744979858, "loss_dice_4": 0.766951322555542, "loss_dice_5": 0.7846813797950745, "loss_dice_6": 0.7349010407924652, "loss_dice_7": 0.7549349963665009, "loss_dice_8": 0.8050616383552551, "loss_mask": 0.20629582554101944, "loss_mask_0": 0.261531263589859, "loss_mask_1": 0.21297740191221237, "loss_mask_2": 0.21207106113433838, "loss_mask_3": 0.2000754252076149, "loss_mask_4": 0.193010151386261, "loss_mask_5": 0.2065291777253151, "loss_mask_6": 0.1975211203098297, "loss_mask_7": 0.20576293021440506, "loss_mask_8": 0.20634160935878754, "lr": 2.5e-05, "rank_data_time": 0.009017585311084986, "time": 1.655169510282576, "total_loss": 12.063880698755383} +{"data_time": 0.008811325766146183, "eta_seconds": 35476.100757252425, "iteration": 110119, "loss_ce": 0.07215696200728416, "loss_ce_0": 0.3579249233007431, "loss_ce_1": 0.07603210210800171, "loss_ce_2": 0.14394737035036087, "loss_ce_3": 0.08945230767130852, "loss_ce_4": 0.08076010644435883, "loss_ce_5": 0.07208603620529175, "loss_ce_6": 0.07319202274084091, "loss_ce_7": 0.08767686039209366, "loss_ce_8": 0.073021799325943, "loss_dice": 0.6297345161437988, "loss_dice_0": 0.8387466371059418, "loss_dice_1": 0.6198105812072754, "loss_dice_2": 0.6256687045097351, "loss_dice_3": 0.5783048570156097, "loss_dice_4": 0.6659595370292664, "loss_dice_5": 0.5839485228061676, "loss_dice_6": 0.5750555098056793, "loss_dice_7": 0.60381680727005, "loss_dice_8": 0.6168873608112335, "loss_mask": 0.2392689809203148, "loss_mask_0": 0.31620796024799347, "loss_mask_1": 0.23555229604244232, "loss_mask_2": 0.24094709008932114, "loss_mask_3": 0.2442210242152214, "loss_mask_4": 0.23453791439533234, "loss_mask_5": 0.2374429553747177, "loss_mask_6": 0.23302557319402695, "loss_mask_7": 0.23670318722724915, "loss_mask_8": 0.2376922369003296, "lr": 2.5e-05, "rank_data_time": 0.008811325766146183, "time": 1.6084001148119569, "total_loss": 10.540151725523174} +{"data_time": 0.009450872894376516, "eta_seconds": 35765.89931767434, "iteration": 110139, "loss_ce": 0.06677844375371933, "loss_ce_0": 0.41378918290138245, "loss_ce_1": 0.1522749587893486, "loss_ce_2": 0.09452598541975021, "loss_ce_3": 0.0837266594171524, "loss_ce_4": 0.07992493361234665, "loss_ce_5": 0.07551739737391472, "loss_ce_6": 0.06896613910794258, "loss_ce_7": 0.07157228142023087, "loss_ce_8": 0.06919067725539207, "loss_dice": 0.770205020904541, "loss_dice_0": 1.008005678653717, "loss_dice_1": 0.7393576204776764, "loss_dice_2": 0.9026078581809998, "loss_dice_3": 0.7824364602565765, "loss_dice_4": 0.741530179977417, "loss_dice_5": 0.798670083284378, "loss_dice_6": 0.8122822344303131, "loss_dice_7": 0.7889847457408905, "loss_dice_8": 0.7685016095638275, "loss_mask": 0.20210788398981094, "loss_mask_0": 0.27490323781967163, "loss_mask_1": 0.21072931587696075, "loss_mask_2": 0.23126323521137238, "loss_mask_3": 0.19200576841831207, "loss_mask_4": 0.19676540046930313, "loss_mask_5": 0.20302177220582962, "loss_mask_6": 0.20428179949522018, "loss_mask_7": 0.19478194415569305, "loss_mask_8": 0.1944504901766777, "lr": 2.5e-05, "rank_data_time": 0.009450872894376516, "time": 2.2104562553577125, "total_loss": 12.468236953020096} +{"data_time": 0.00987866148352623, "eta_seconds": 35845.35448129289, "iteration": 110159, "loss_ce": 0.043171364814043045, "loss_ce_0": 0.4951551854610443, "loss_ce_1": 0.09353777393698692, "loss_ce_2": 0.07740716636180878, "loss_ce_3": 0.05589703842997551, "loss_ce_4": 0.053324079141020775, "loss_ce_5": 0.044934747740626335, "loss_ce_6": 0.044221894815564156, "loss_ce_7": 0.04384937696158886, "loss_ce_8": 0.04238463379442692, "loss_dice": 0.6903634071350098, "loss_dice_0": 0.7668502330780029, "loss_dice_1": 0.6796334087848663, "loss_dice_2": 0.7253193259239197, "loss_dice_3": 0.7096293270587921, "loss_dice_4": 0.7177028656005859, "loss_dice_5": 0.6945568323135376, "loss_dice_6": 0.7034004926681519, "loss_dice_7": 0.6869373023509979, "loss_dice_8": 0.6848024129867554, "loss_mask": 0.23731525987386703, "loss_mask_0": 0.29244065284729004, "loss_mask_1": 0.2563369423151016, "loss_mask_2": 0.24441678076982498, "loss_mask_3": 0.2440764382481575, "loss_mask_4": 0.23805822432041168, "loss_mask_5": 0.24626003205776215, "loss_mask_6": 0.2426464706659317, "loss_mask_7": 0.238924078643322, "loss_mask_8": 0.23740189522504807, "lr": 2.5e-05, "rank_data_time": 0.00987866148352623, "time": 1.7726913937367499, "total_loss": 10.879380574449897} +{"data_time": 0.009196075145155191, "eta_seconds": 35873.807649835944, "iteration": 110179, "loss_ce": 0.07644419744610786, "loss_ce_0": 0.4939700663089752, "loss_ce_1": 0.14012138545513153, "loss_ce_2": 0.09504788368940353, "loss_ce_3": 0.10966808348894119, "loss_ce_4": 0.06919154897332191, "loss_ce_5": 0.07952165976166725, "loss_ce_6": 0.072504922747612, "loss_ce_7": 0.08235753700137138, "loss_ce_8": 0.06382828950881958, "loss_dice": 0.6690711081027985, "loss_dice_0": 0.8656800985336304, "loss_dice_1": 0.7333742380142212, "loss_dice_2": 0.71132692694664, "loss_dice_3": 0.6712669730186462, "loss_dice_4": 0.7039481997489929, "loss_dice_5": 0.7089772820472717, "loss_dice_6": 0.6719604134559631, "loss_dice_7": 0.6984735131263733, "loss_dice_8": 0.7008636295795441, "loss_mask": 0.1585189774632454, "loss_mask_0": 0.21741634607315063, "loss_mask_1": 0.16228268295526505, "loss_mask_2": 0.16096770763397217, "loss_mask_3": 0.17172379046678543, "loss_mask_4": 0.166648231446743, "loss_mask_5": 0.16189545392990112, "loss_mask_6": 0.15119124948978424, "loss_mask_7": 0.15653494745492935, "loss_mask_8": 0.16722557693719864, "lr": 2.5e-05, "rank_data_time": 0.009196075145155191, "time": 1.1236222758889198, "total_loss": 11.704412158578634} +{"data_time": 0.009001772850751877, "eta_seconds": 35916.191867692396, "iteration": 110199, "loss_ce": 0.04606836661696434, "loss_ce_0": 0.5036634206771851, "loss_ce_1": 0.10756189376115799, "loss_ce_2": 0.09058020636439323, "loss_ce_3": 0.06814577430486679, "loss_ce_4": 0.06054409593343735, "loss_ce_5": 0.05664806626737118, "loss_ce_6": 0.05094164051115513, "loss_ce_7": 0.04961646720767021, "loss_ce_8": 0.053909746930003166, "loss_dice": 0.7881895005702972, "loss_dice_0": 0.8858016133308411, "loss_dice_1": 0.8516478538513184, "loss_dice_2": 0.8291124999523163, "loss_dice_3": 0.7251346707344055, "loss_dice_4": 0.7759930491447449, "loss_dice_5": 0.7742577791213989, "loss_dice_6": 0.7979750335216522, "loss_dice_7": 0.7783832252025604, "loss_dice_8": 0.8140577971935272, "loss_mask": 0.23006349802017212, "loss_mask_0": 0.2779582291841507, "loss_mask_1": 0.24843942373991013, "loss_mask_2": 0.2442057579755783, "loss_mask_3": 0.2346106320619583, "loss_mask_4": 0.22532810270786285, "loss_mask_5": 0.23320569843053818, "loss_mask_6": 0.22903145849704742, "loss_mask_7": 0.2314862683415413, "loss_mask_8": 0.22744067758321762, "lr": 2.5e-05, "rank_data_time": 0.009001772850751877, "time": 1.4909070353023708, "total_loss": 12.013721222057939} +{"data_time": 0.009404167532920837, "eta_seconds": 36128.35319200531, "iteration": 110219, "loss_ce": 0.06478644534945488, "loss_ce_0": 0.6001296639442444, "loss_ce_1": 0.11850913614034653, "loss_ce_2": 0.08060866966843605, "loss_ce_3": 0.06941669806838036, "loss_ce_4": 0.06302396953105927, "loss_ce_5": 0.05854843184351921, "loss_ce_6": 0.056632306426763535, "loss_ce_7": 0.06376008689403534, "loss_ce_8": 0.06264110282063484, "loss_dice": 0.7711905539035797, "loss_dice_0": 0.8605958223342896, "loss_dice_1": 0.8168912827968597, "loss_dice_2": 0.8074663877487183, "loss_dice_3": 0.7507426738739014, "loss_dice_4": 0.7732920050621033, "loss_dice_5": 0.8002561926841736, "loss_dice_6": 0.7848212122917175, "loss_dice_7": 0.7879059910774231, "loss_dice_8": 0.7541069984436035, "loss_mask": 0.18399422615766525, "loss_mask_0": 0.23147958517074585, "loss_mask_1": 0.20184846222400665, "loss_mask_2": 0.20540474355220795, "loss_mask_3": 0.19374439120292664, "loss_mask_4": 0.19992879778146744, "loss_mask_5": 0.187789648771286, "loss_mask_6": 0.18254202604293823, "loss_mask_7": 0.19163728505373, "loss_mask_8": 0.18954286724328995, "lr": 2.5e-05, "rank_data_time": 0.009404167532920837, "time": 2.117536401376128, "total_loss": 12.025953862816095} +{"data_time": 0.009657965507358313, "eta_seconds": 36158.73332327232, "iteration": 110239, "loss_ce": 0.09568491578102112, "loss_ce_0": 0.5341790020465851, "loss_ce_1": 0.13657798245549202, "loss_ce_2": 0.1269206702709198, "loss_ce_3": 0.139542605727911, "loss_ce_4": 0.09586946666240692, "loss_ce_5": 0.13393191620707512, "loss_ce_6": 0.08275791257619858, "loss_ce_7": 0.08447376638650894, "loss_ce_8": 0.11525242775678635, "loss_dice": 0.7888102233409882, "loss_dice_0": 0.9880042970180511, "loss_dice_1": 0.873726099729538, "loss_dice_2": 0.8298105001449585, "loss_dice_3": 0.8229952454566956, "loss_dice_4": 0.7677700817584991, "loss_dice_5": 0.753804475069046, "loss_dice_6": 0.7488075494766235, "loss_dice_7": 0.7443440556526184, "loss_dice_8": 0.77084881067276, "loss_mask": 0.20297304540872574, "loss_mask_0": 0.2662345916032791, "loss_mask_1": 0.22306058555841446, "loss_mask_2": 0.1967785432934761, "loss_mask_3": 0.20616716891527176, "loss_mask_4": 0.21711980551481247, "loss_mask_5": 0.20323239266872406, "loss_mask_6": 0.19863872975111008, "loss_mask_7": 0.201356440782547, "loss_mask_8": 0.1969776377081871, "lr": 2.5e-05, "rank_data_time": 0.009657965507358313, "time": 1.9334575957618654, "total_loss": 13.14639052003622} +{"data_time": 0.009220687206834555, "eta_seconds": 36212.497044727206, "iteration": 110259, "loss_ce": 0.07047125697135925, "loss_ce_0": 0.3974590450525284, "loss_ce_1": 0.0885443314909935, "loss_ce_2": 0.07310357317328453, "loss_ce_3": 0.07791084423661232, "loss_ce_4": 0.07625624164938927, "loss_ce_5": 0.0630809236317873, "loss_ce_6": 0.07019056007266045, "loss_ce_7": 0.07382303476333618, "loss_ce_8": 0.06999476999044418, "loss_dice": 0.6085226237773895, "loss_dice_0": 0.760311096906662, "loss_dice_1": 0.6796388924121857, "loss_dice_2": 0.6849675178527832, "loss_dice_3": 0.6533257067203522, "loss_dice_4": 0.7238720059394836, "loss_dice_5": 0.6710241436958313, "loss_dice_6": 0.6484354436397552, "loss_dice_7": 0.7121215760707855, "loss_dice_8": 0.664995402097702, "loss_mask": 0.217591755092144, "loss_mask_0": 0.26518990099430084, "loss_mask_1": 0.21182415634393692, "loss_mask_2": 0.22189582884311676, "loss_mask_3": 0.2067834660410881, "loss_mask_4": 0.21778927743434906, "loss_mask_5": 0.21878903359174728, "loss_mask_6": 0.21432854235172272, "loss_mask_7": 0.215840682387352, "loss_mask_8": 0.2177983671426773, "lr": 2.5e-05, "rank_data_time": 0.009220687206834555, "time": 1.4596742754802108, "total_loss": 10.12095979670994} +{"data_time": 0.010016233660280704, "eta_seconds": 36164.02165429667, "iteration": 110279, "loss_ce": 0.053216731175780296, "loss_ce_0": 0.5016295313835144, "loss_ce_1": 0.12161928415298462, "loss_ce_2": 0.08949580788612366, "loss_ce_3": 0.05814570561051369, "loss_ce_4": 0.05392506159842014, "loss_ce_5": 0.05727381445467472, "loss_ce_6": 0.053138503804802895, "loss_ce_7": 0.05454363115131855, "loss_ce_8": 0.05780233070254326, "loss_dice": 0.7463168203830719, "loss_dice_0": 0.9656367897987366, "loss_dice_1": 0.8452837467193604, "loss_dice_2": 0.7861703038215637, "loss_dice_3": 0.7679192423820496, "loss_dice_4": 0.7379881739616394, "loss_dice_5": 0.7515738010406494, "loss_dice_6": 0.7800780832767487, "loss_dice_7": 0.7946642935276031, "loss_dice_8": 0.7962124347686768, "loss_mask": 0.20596741139888763, "loss_mask_0": 0.2573930621147156, "loss_mask_1": 0.23558193445205688, "loss_mask_2": 0.22076693177223206, "loss_mask_3": 0.20080408453941345, "loss_mask_4": 0.19352522492408752, "loss_mask_5": 0.19666621088981628, "loss_mask_6": 0.20066513121128082, "loss_mask_7": 0.2002902626991272, "loss_mask_8": 0.20290473103523254, "lr": 2.5e-05, "rank_data_time": 0.010016233660280704, "time": 0.9228239804506302, "total_loss": 12.84479588503018} +{"data_time": 0.01001933915540576, "eta_seconds": 36096.85300383717, "iteration": 110299, "loss_ce": 0.06725913286209106, "loss_ce_0": 0.6478043496608734, "loss_ce_1": 0.1937416046857834, "loss_ce_2": 0.13966955244541168, "loss_ce_3": 0.08962907642126083, "loss_ce_4": 0.08582194522023201, "loss_ce_5": 0.08006785437464714, "loss_ce_6": 0.0788266584277153, "loss_ce_7": 0.07516368106007576, "loss_ce_8": 0.06694447994232178, "loss_dice": 0.781803548336029, "loss_dice_0": 0.8360666036605835, "loss_dice_1": 0.7640577852725983, "loss_dice_2": 0.7721141576766968, "loss_dice_3": 0.6963078677654266, "loss_dice_4": 0.7636466026306152, "loss_dice_5": 0.6995615065097809, "loss_dice_6": 0.7810621559619904, "loss_dice_7": 0.763422966003418, "loss_dice_8": 0.8119189441204071, "loss_mask": 0.19637443870306015, "loss_mask_0": 0.2651853784918785, "loss_mask_1": 0.20428332686424255, "loss_mask_2": 0.21232228726148605, "loss_mask_3": 0.2038457915186882, "loss_mask_4": 0.20560084283351898, "loss_mask_5": 0.20333484560251236, "loss_mask_6": 0.19387857615947723, "loss_mask_7": 0.1969759836792946, "loss_mask_8": 0.19736265391111374, "lr": 2.5e-05, "rank_data_time": 0.01001933915540576, "time": 0.9059115364216268, "total_loss": 12.483200440183282} +{"data_time": 0.009438569657504559, "eta_seconds": 35978.44422661699, "iteration": 110319, "loss_ce": 0.06685121357440948, "loss_ce_0": 0.5797615349292755, "loss_ce_1": 0.126477912068367, "loss_ce_2": 0.06769845634698868, "loss_ce_3": 0.05512331426143646, "loss_ce_4": 0.05258476734161377, "loss_ce_5": 0.06761783547699451, "loss_ce_6": 0.0582229346036911, "loss_ce_7": 0.07584299519658089, "loss_ce_8": 0.07054303959012032, "loss_dice": 0.6613024473190308, "loss_dice_0": 0.7706367075443268, "loss_dice_1": 0.7185340523719788, "loss_dice_2": 0.7347687482833862, "loss_dice_3": 0.6938844323158264, "loss_dice_4": 0.6872191727161407, "loss_dice_5": 0.6879062354564667, "loss_dice_6": 0.711467981338501, "loss_dice_7": 0.6556829810142517, "loss_dice_8": 0.6751503646373749, "loss_mask": 0.2186671942472458, "loss_mask_0": 0.2622114270925522, "loss_mask_1": 0.23382387310266495, "loss_mask_2": 0.2247854247689247, "loss_mask_3": 0.21381545066833496, "loss_mask_4": 0.22892723232507706, "loss_mask_5": 0.2239052578806877, "loss_mask_6": 0.21960948407649994, "loss_mask_7": 0.22039663791656494, "loss_mask_8": 0.22354263812303543, "lr": 2.5e-05, "rank_data_time": 0.009438569657504559, "time": 0.8862552824430168, "total_loss": 10.701460175216198} +{"data_time": 0.009450112469494343, "eta_seconds": 35837.996179014444, "iteration": 110339, "loss_ce": 0.10519351437687874, "loss_ce_0": 0.6700623333454132, "loss_ce_1": 0.19017960876226425, "loss_ce_2": 0.1706499382853508, "loss_ce_3": 0.10954854637384415, "loss_ce_4": 0.14200477302074432, "loss_ce_5": 0.10677630826830864, "loss_ce_6": 0.13077902421355247, "loss_ce_7": 0.13460444658994675, "loss_ce_8": 0.11880931630730629, "loss_dice": 0.8113857805728912, "loss_dice_0": 0.8521020114421844, "loss_dice_1": 0.8295040726661682, "loss_dice_2": 0.8461044430732727, "loss_dice_3": 0.8800123333930969, "loss_dice_4": 0.8761910200119019, "loss_dice_5": 0.8872875869274139, "loss_dice_6": 0.8196860253810883, "loss_dice_7": 0.8001512885093689, "loss_dice_8": 0.7816322445869446, "loss_mask": 0.2136247232556343, "loss_mask_0": 0.25973354279994965, "loss_mask_1": 0.2114676535129547, "loss_mask_2": 0.19968491792678833, "loss_mask_3": 0.21748001873493195, "loss_mask_4": 0.21730446070432663, "loss_mask_5": 0.2169528529047966, "loss_mask_6": 0.2088969647884369, "loss_mask_7": 0.21047930419445038, "loss_mask_8": 0.2115645483136177, "lr": 2.5e-05, "rank_data_time": 0.009450112469494343, "time": 0.9135100953280926, "total_loss": 12.384132005274296} +{"data_time": 0.0091933012008667, "eta_seconds": 35794.42438493483, "iteration": 110359, "loss_ce": 0.07735642977058887, "loss_ce_0": 0.4472140669822693, "loss_ce_1": 0.09076142311096191, "loss_ce_2": 0.08732876554131508, "loss_ce_3": 0.1486736759543419, "loss_ce_4": 0.127321757376194, "loss_ce_5": 0.07489407621324062, "loss_ce_6": 0.07053807005286217, "loss_ce_7": 0.07164453342556953, "loss_ce_8": 0.11736404895782471, "loss_dice": 0.8352938294410706, "loss_dice_0": 0.9457832872867584, "loss_dice_1": 0.850197970867157, "loss_dice_2": 0.7919738292694092, "loss_dice_3": 0.7635563910007477, "loss_dice_4": 0.8152705132961273, "loss_dice_5": 0.8312444984912872, "loss_dice_6": 0.8051087856292725, "loss_dice_7": 0.7964399456977844, "loss_dice_8": 0.7955172657966614, "loss_mask": 0.18239590525627136, "loss_mask_0": 0.2675720304250717, "loss_mask_1": 0.2008286491036415, "loss_mask_2": 0.20994262397289276, "loss_mask_3": 0.19002356380224228, "loss_mask_4": 0.1878405585885048, "loss_mask_5": 0.19131847470998764, "loss_mask_6": 0.18096451461315155, "loss_mask_7": 0.17666082829236984, "loss_mask_8": 0.17902036011219025, "lr": 2.5e-05, "rank_data_time": 0.0091933012008667, "time": 0.9063810254447162, "total_loss": 12.397426845505834} +{"data_time": 0.008659758139401674, "eta_seconds": 35669.39300391823, "iteration": 110379, "loss_ce": 0.046794941648840904, "loss_ce_0": 0.5533129274845123, "loss_ce_1": 0.08433648198843002, "loss_ce_2": 0.05894407816231251, "loss_ce_3": 0.06607038341462612, "loss_ce_4": 0.07617023214697838, "loss_ce_5": 0.08125211670994759, "loss_ce_6": 0.06074494309723377, "loss_ce_7": 0.0594460554420948, "loss_ce_8": 0.0465119406580925, "loss_dice": 0.7401034235954285, "loss_dice_0": 0.8779068291187286, "loss_dice_1": 0.7489360868930817, "loss_dice_2": 0.7056262195110321, "loss_dice_3": 0.6768745481967926, "loss_dice_4": 0.709172397851944, "loss_dice_5": 0.7149471044540405, "loss_dice_6": 0.6787908673286438, "loss_dice_7": 0.7152651846408844, "loss_dice_8": 0.7244556546211243, "loss_mask": 0.17316331714391708, "loss_mask_0": 0.25010228157043457, "loss_mask_1": 0.2066166177392006, "loss_mask_2": 0.1873072013258934, "loss_mask_3": 0.1732400804758072, "loss_mask_4": 0.18700136989355087, "loss_mask_5": 0.18019340932369232, "loss_mask_6": 0.1746315136551857, "loss_mask_7": 0.17075493931770325, "loss_mask_8": 0.17496290802955627, "lr": 2.5e-05, "rank_data_time": 0.008659758139401674, "time": 0.862012813333422, "total_loss": 10.719251736998558} +{"data_time": 0.009751365520060062, "eta_seconds": 35511.901849508286, "iteration": 110399, "loss_ce": 0.08052461221814156, "loss_ce_0": 0.6248857080936432, "loss_ce_1": 0.15870391577482224, "loss_ce_2": 0.10975546762347221, "loss_ce_3": 0.12900908291339874, "loss_ce_4": 0.08386051282286644, "loss_ce_5": 0.0777089074254036, "loss_ce_6": 0.08680914342403412, "loss_ce_7": 0.0828591026365757, "loss_ce_8": 0.07440557330846786, "loss_dice": 0.7247821688652039, "loss_dice_0": 0.897445797920227, "loss_dice_1": 0.7438785433769226, "loss_dice_2": 0.7489347457885742, "loss_dice_3": 0.757562518119812, "loss_dice_4": 0.7087509036064148, "loss_dice_5": 0.7540542781352997, "loss_dice_6": 0.7527185082435608, "loss_dice_7": 0.686759740114212, "loss_dice_8": 0.7504341006278992, "loss_mask": 0.26159071922302246, "loss_mask_0": 0.32559525966644287, "loss_mask_1": 0.2537165582180023, "loss_mask_2": 0.2511444240808487, "loss_mask_3": 0.2564050406217575, "loss_mask_4": 0.2586202770471573, "loss_mask_5": 0.2602209895849228, "loss_mask_6": 0.2478235438466072, "loss_mask_7": 0.2521548420190811, "loss_mask_8": 0.25090600550174713, "lr": 2.5e-05, "rank_data_time": 0.009751365520060062, "time": 0.8774984097108245, "total_loss": 12.916598577052355} +{"data_time": 0.00930339191108942, "eta_seconds": 35409.08465862274, "iteration": 110419, "loss_ce": 0.06731121614575386, "loss_ce_0": 0.41751423478126526, "loss_ce_1": 0.08837779611349106, "loss_ce_2": 0.08256830275058746, "loss_ce_3": 0.07886902242898941, "loss_ce_4": 0.08029522001743317, "loss_ce_5": 0.060167474672198296, "loss_ce_6": 0.09459330141544342, "loss_ce_7": 0.07180710509419441, "loss_ce_8": 0.06703392416238785, "loss_dice": 0.783677488565445, "loss_dice_0": 0.8604597449302673, "loss_dice_1": 0.8459548354148865, "loss_dice_2": 0.7717384099960327, "loss_dice_3": 0.8854239881038666, "loss_dice_4": 0.8188318014144897, "loss_dice_5": 0.8284604251384735, "loss_dice_6": 0.7746148109436035, "loss_dice_7": 0.770644336938858, "loss_dice_8": 0.7567650973796844, "loss_mask": 0.2563970908522606, "loss_mask_0": 0.32906433939933777, "loss_mask_1": 0.2605963870882988, "loss_mask_2": 0.26288025081157684, "loss_mask_3": 0.25965285301208496, "loss_mask_4": 0.25546615570783615, "loss_mask_5": 0.26332248002290726, "loss_mask_6": 0.2583562061190605, "loss_mask_7": 0.2585012763738632, "loss_mask_8": 0.25659896433353424, "lr": 2.5e-05, "rank_data_time": 0.00930339191108942, "time": 0.8710079714655876, "total_loss": 12.87758925370872} +{"data_time": 0.008828948717564344, "eta_seconds": 35275.997360330075, "iteration": 110439, "loss_ce": 0.08849665895104408, "loss_ce_0": 0.5297504365444183, "loss_ce_1": 0.10799212008714676, "loss_ce_2": 0.08179338648915291, "loss_ce_3": 0.09109007939696312, "loss_ce_4": 0.08664405718445778, "loss_ce_5": 0.0859379954636097, "loss_ce_6": 0.08664225786924362, "loss_ce_7": 0.09446769207715988, "loss_ce_8": 0.07309841550886631, "loss_dice": 0.732628345489502, "loss_dice_0": 0.9488048851490021, "loss_dice_1": 0.7937678098678589, "loss_dice_2": 0.747625857591629, "loss_dice_3": 0.8090606927871704, "loss_dice_4": 0.7800070941448212, "loss_dice_5": 0.7684870958328247, "loss_dice_6": 0.7568738162517548, "loss_dice_7": 0.7327539920806885, "loss_dice_8": 0.8209131062030792, "loss_mask": 0.2778256684541702, "loss_mask_0": 0.34758155047893524, "loss_mask_1": 0.28753215074539185, "loss_mask_2": 0.28051064908504486, "loss_mask_3": 0.25983797013759613, "loss_mask_4": 0.25570788979530334, "loss_mask_5": 0.2766456604003906, "loss_mask_6": 0.27248163521289825, "loss_mask_7": 0.2834486812353134, "loss_mask_8": 0.28397350013256073, "lr": 2.5e-05, "rank_data_time": 0.008828948717564344, "time": 1.0118947583250701, "total_loss": 12.869762849062681} +{"data_time": 0.008790350053459406, "eta_seconds": 35387.3809969984, "iteration": 110459, "loss_ce": 0.055478209629654884, "loss_ce_0": 0.5361243486404419, "loss_ce_1": 0.11348917335271835, "loss_ce_2": 0.06278125569224358, "loss_ce_3": 0.08036622777581215, "loss_ce_4": 0.07454464212059975, "loss_ce_5": 0.07534659281373024, "loss_ce_6": 0.061662809923291206, "loss_ce_7": 0.05452951788902283, "loss_ce_8": 0.06308538466691971, "loss_dice": 0.7772790491580963, "loss_dice_0": 0.88277468085289, "loss_dice_1": 0.7418935894966125, "loss_dice_2": 0.789870947599411, "loss_dice_3": 0.782482922077179, "loss_dice_4": 0.763953447341919, "loss_dice_5": 0.7418329119682312, "loss_dice_6": 0.796942800283432, "loss_dice_7": 0.7719757556915283, "loss_dice_8": 0.8187376260757446, "loss_mask": 0.17780303210020065, "loss_mask_0": 0.22222191095352173, "loss_mask_1": 0.17579561471939087, "loss_mask_2": 0.17232202738523483, "loss_mask_3": 0.18568531423807144, "loss_mask_4": 0.18717752397060394, "loss_mask_5": 0.17450283467769623, "loss_mask_6": 0.1762467548251152, "loss_mask_7": 0.17717033624649048, "loss_mask_8": 0.17056554555892944, "lr": 2.5e-05, "rank_data_time": 0.008790350053459406, "time": 1.1212628707289696, "total_loss": 10.763405974954367} +{"data_time": 0.009288060013204813, "eta_seconds": 35430.47018552199, "iteration": 110479, "loss_ce": 0.041972264647483826, "loss_ce_0": 0.3932655304670334, "loss_ce_1": 0.09609339758753777, "loss_ce_2": 0.05616454407572746, "loss_ce_3": 0.057610047981143, "loss_ce_4": 0.056158432736992836, "loss_ce_5": 0.04706527106463909, "loss_ce_6": 0.05301554873585701, "loss_ce_7": 0.04557226970791817, "loss_ce_8": 0.04751771502196789, "loss_dice": 0.7542235255241394, "loss_dice_0": 0.8513578772544861, "loss_dice_1": 0.665788859128952, "loss_dice_2": 0.7025886178016663, "loss_dice_3": 0.6903272569179535, "loss_dice_4": 0.6803443729877472, "loss_dice_5": 0.7240359485149384, "loss_dice_6": 0.7366472482681274, "loss_dice_7": 0.7145451307296753, "loss_dice_8": 0.6990026533603668, "loss_mask": 0.24050112068653107, "loss_mask_0": 0.26215727627277374, "loss_mask_1": 0.25611673295497894, "loss_mask_2": 0.24789691716432571, "loss_mask_3": 0.22409016638994217, "loss_mask_4": 0.24589169025421143, "loss_mask_5": 0.23765064775943756, "loss_mask_6": 0.22762702405452728, "loss_mask_7": 0.2317405417561531, "loss_mask_8": 0.2388821616768837, "lr": 2.5e-05, "rank_data_time": 0.009288060013204813, "time": 1.173106690403074, "total_loss": 10.50074871815741} +{"data_time": 0.008671477437019348, "eta_seconds": 35410.119542106986, "iteration": 110499, "loss_ce": 0.04492129012942314, "loss_ce_0": 0.4328410029411316, "loss_ce_1": 0.09530889615416527, "loss_ce_2": 0.09902726113796234, "loss_ce_3": 0.055694470182061195, "loss_ce_4": 0.04397748410701752, "loss_ce_5": 0.046570394188165665, "loss_ce_6": 0.051925282925367355, "loss_ce_7": 0.046582965180277824, "loss_ce_8": 0.04372488334774971, "loss_dice": 0.6555551588535309, "loss_dice_0": 0.8173547685146332, "loss_dice_1": 0.6913396418094635, "loss_dice_2": 0.6829134821891785, "loss_dice_3": 0.6218163669109344, "loss_dice_4": 0.6400290429592133, "loss_dice_5": 0.6328237354755402, "loss_dice_6": 0.6837268769741058, "loss_dice_7": 0.6509370803833008, "loss_dice_8": 0.6413975954055786, "loss_mask": 0.2207668572664261, "loss_mask_0": 0.27829332649707794, "loss_mask_1": 0.22424857318401337, "loss_mask_2": 0.23004040867090225, "loss_mask_3": 0.22247213870286942, "loss_mask_4": 0.23189613968133926, "loss_mask_5": 0.2287040278315544, "loss_mask_6": 0.21942753344774246, "loss_mask_7": 0.22548530995845795, "loss_mask_8": 0.22763504832983017, "lr": 2.5e-05, "rank_data_time": 0.008671477437019348, "time": 0.9921660437248647, "total_loss": 10.018222724087536} +{"data_time": 0.008826809469610453, "eta_seconds": 35407.42420329712, "iteration": 110519, "loss_ce": 0.044734153896570206, "loss_ce_0": 0.44709599018096924, "loss_ce_1": 0.07457970827817917, "loss_ce_2": 0.056791817769408226, "loss_ce_3": 0.053367018699645996, "loss_ce_4": 0.04461301304399967, "loss_ce_5": 0.046283358708024025, "loss_ce_6": 0.041910458356142044, "loss_ce_7": 0.04249540716409683, "loss_ce_8": 0.04183325543999672, "loss_dice": 0.7025455832481384, "loss_dice_0": 0.7247839868068695, "loss_dice_1": 0.7103886902332306, "loss_dice_2": 0.6621503531932831, "loss_dice_3": 0.6282251477241516, "loss_dice_4": 0.6344428956508636, "loss_dice_5": 0.646569550037384, "loss_dice_6": 0.6553841531276703, "loss_dice_7": 0.7047451436519623, "loss_dice_8": 0.6518461406230927, "loss_mask": 0.1975059136748314, "loss_mask_0": 0.24047310650348663, "loss_mask_1": 0.2146557942032814, "loss_mask_2": 0.2207650989294052, "loss_mask_3": 0.2323744297027588, "loss_mask_4": 0.19335023313760757, "loss_mask_5": 0.20446334779262543, "loss_mask_6": 0.19072341173887253, "loss_mask_7": 0.194355770945549, "loss_mask_8": 0.19191629439592361, "lr": 2.5e-05, "rank_data_time": 0.008826809469610453, "time": 1.016857492737472, "total_loss": 11.106771808117628} +{"data_time": 0.009653318207710981, "eta_seconds": 35383.666451349854, "iteration": 110539, "loss_ce": 0.043516868725419044, "loss_ce_0": 0.3849787712097168, "loss_ce_1": 0.11118996888399124, "loss_ce_2": 0.13207340985536575, "loss_ce_3": 0.054857950657606125, "loss_ce_4": 0.059545645490288734, "loss_ce_5": 0.060167742893099785, "loss_ce_6": 0.05494832806289196, "loss_ce_7": 0.042288705706596375, "loss_ce_8": 0.042015036568045616, "loss_dice": 0.7516547441482544, "loss_dice_0": 0.792161375284195, "loss_dice_1": 0.7052994668483734, "loss_dice_2": 0.7551240921020508, "loss_dice_3": 0.7764343321323395, "loss_dice_4": 0.740248292684555, "loss_dice_5": 0.7407640814781189, "loss_dice_6": 0.7263963222503662, "loss_dice_7": 0.758137047290802, "loss_dice_8": 0.7584691345691681, "loss_mask": 0.3116479814052582, "loss_mask_0": 0.2994471788406372, "loss_mask_1": 0.3031745105981827, "loss_mask_2": 0.3217984735965729, "loss_mask_3": 0.3277256339788437, "loss_mask_4": 0.32394880056381226, "loss_mask_5": 0.30161821842193604, "loss_mask_6": 0.30402082204818726, "loss_mask_7": 0.3145943880081177, "loss_mask_8": 0.3100517988204956, "lr": 2.5e-05, "rank_data_time": 0.009653318207710981, "time": 1.005672198254615, "total_loss": 12.530428284779191} +{"data_time": 0.01013838779181242, "eta_seconds": 35409.25384621136, "iteration": 110559, "loss_ce": 0.0495669599622488, "loss_ce_0": 0.48693883419036865, "loss_ce_1": 0.08771449699997902, "loss_ce_2": 0.05835482105612755, "loss_ce_3": 0.052150631323456764, "loss_ce_4": 0.046673133969306946, "loss_ce_5": 0.04618239216506481, "loss_ce_6": 0.04786711558699608, "loss_ce_7": 0.05195512995123863, "loss_ce_8": 0.04788398928940296, "loss_dice": 0.6238504350185394, "loss_dice_0": 0.7317002415657043, "loss_dice_1": 0.6070353388786316, "loss_dice_2": 0.6057499945163727, "loss_dice_3": 0.596706748008728, "loss_dice_4": 0.5991614758968353, "loss_dice_5": 0.604289710521698, "loss_dice_6": 0.6147216260433197, "loss_dice_7": 0.5910579264163971, "loss_dice_8": 0.6268746554851532, "loss_mask": 0.20383323729038239, "loss_mask_0": 0.29099851846694946, "loss_mask_1": 0.22060492634773254, "loss_mask_2": 0.21176236867904663, "loss_mask_3": 0.20648683607578278, "loss_mask_4": 0.20477255433797836, "loss_mask_5": 0.1999206766486168, "loss_mask_6": 0.1938776671886444, "loss_mask_7": 0.2025843784213066, "loss_mask_8": 0.20690911263227463, "lr": 2.5e-05, "rank_data_time": 0.01013838779181242, "time": 0.9610818936489522, "total_loss": 9.580007132142782} +{"data_time": 0.010424863081425428, "eta_seconds": 35417.605792582035, "iteration": 110579, "loss_ce": 0.049224257469177246, "loss_ce_0": 0.4993746727705002, "loss_ce_1": 0.09723561629652977, "loss_ce_2": 0.08301041275262833, "loss_ce_3": 0.061475303024053574, "loss_ce_4": 0.06298599019646645, "loss_ce_5": 0.05953616462647915, "loss_ce_6": 0.05106464959681034, "loss_ce_7": 0.053121957927942276, "loss_ce_8": 0.08862901851534843, "loss_dice": 0.6762175559997559, "loss_dice_0": 0.8408508896827698, "loss_dice_1": 0.7959447503089905, "loss_dice_2": 0.7614612877368927, "loss_dice_3": 0.6878917217254639, "loss_dice_4": 0.7030665874481201, "loss_dice_5": 0.6807554662227631, "loss_dice_6": 0.74516561627388, "loss_dice_7": 0.6534298956394196, "loss_dice_8": 0.6897552609443665, "loss_mask": 0.2287876307964325, "loss_mask_0": 0.3092023879289627, "loss_mask_1": 0.2500598505139351, "loss_mask_2": 0.2443850338459015, "loss_mask_3": 0.2385449782013893, "loss_mask_4": 0.24143291264772415, "loss_mask_5": 0.23691952973604202, "loss_mask_6": 0.23646074533462524, "loss_mask_7": 0.23747454583644867, "loss_mask_8": 0.23918671905994415, "lr": 2.5e-05, "rank_data_time": 0.010424863081425428, "time": 1.055826989468187, "total_loss": 11.648356425575912} +{"data_time": 0.009926508646458387, "eta_seconds": 35322.589926980436, "iteration": 110599, "loss_ce": 0.04480716213583946, "loss_ce_0": 0.3857530355453491, "loss_ce_1": 0.1453224942088127, "loss_ce_2": 0.08077087253332138, "loss_ce_3": 0.07012809626758099, "loss_ce_4": 0.05744299478828907, "loss_ce_5": 0.06432456150650978, "loss_ce_6": 0.05008816346526146, "loss_ce_7": 0.04480832815170288, "loss_ce_8": 0.058162081986665726, "loss_dice": 0.7079451382160187, "loss_dice_0": 0.7987722754478455, "loss_dice_1": 0.7398636341094971, "loss_dice_2": 0.7254131436347961, "loss_dice_3": 0.7109627425670624, "loss_dice_4": 0.7332291305065155, "loss_dice_5": 0.7708859145641327, "loss_dice_6": 0.7241206467151642, "loss_dice_7": 0.735140472650528, "loss_dice_8": 0.725689560174942, "loss_mask": 0.20632266998291016, "loss_mask_0": 0.23615463078022003, "loss_mask_1": 0.22428565472364426, "loss_mask_2": 0.21109124273061752, "loss_mask_3": 0.19894850999116898, "loss_mask_4": 0.19576895982027054, "loss_mask_5": 0.21675942093133926, "loss_mask_6": 0.21510224044322968, "loss_mask_7": 0.21317585557699203, "loss_mask_8": 0.20717882364988327, "lr": 2.5e-05, "rank_data_time": 0.009926508646458387, "time": 0.9769899691455066, "total_loss": 11.914813347160816} +{"data_time": 0.009913288056850433, "eta_seconds": 28800.043607158586, "iteration": 110439, "loss_ce": 0.03293256834149361, "loss_ce_0": 0.5685175657272339, "loss_ce_1": 0.0757930688560009, "loss_ce_2": 0.047532252967357635, "loss_ce_3": 0.03951062262058258, "loss_ce_4": 0.038068581372499466, "loss_ce_5": 0.0389613788574934, "loss_ce_6": 0.03503951244056225, "loss_ce_7": 0.035874634981155396, "loss_ce_8": 0.032713414169847965, "loss_dice": 0.6080073714256287, "loss_dice_0": 0.7245035767555237, "loss_dice_1": 0.6824385225772858, "loss_dice_2": 0.6662355959415436, "loss_dice_3": 0.636902928352356, "loss_dice_4": 0.6546646356582642, "loss_dice_5": 0.6373628079891205, "loss_dice_6": 0.6508868038654327, "loss_dice_7": 0.6632940769195557, "loss_dice_8": 0.653891533613205, "loss_mask": 0.20007844269275665, "loss_mask_0": 0.22345613688230515, "loss_mask_1": 0.1916915476322174, "loss_mask_2": 0.19957049936056137, "loss_mask_3": 0.19197609275579453, "loss_mask_4": 0.20232252776622772, "loss_mask_5": 0.20122405141592026, "loss_mask_6": 0.19599131494760513, "loss_mask_7": 0.20579086989164352, "loss_mask_8": 0.20013339072465897, "lr": 2.5e-05, "rank_data_time": 0.009913288056850433, "time": 0.8261630409397185, "total_loss": 9.84932591766119} +{"data_time": 0.009648414328694344, "eta_seconds": 26371.133118271828, "iteration": 110459, "loss_ce": 0.04313899017870426, "loss_ce_0": 0.49728433787822723, "loss_ce_1": 0.062354812398552895, "loss_ce_2": 0.06944628059864044, "loss_ce_3": 0.0596651267260313, "loss_ce_4": 0.05023699440062046, "loss_ce_5": 0.0524250827729702, "loss_ce_6": 0.047325385734438896, "loss_ce_7": 0.045509714633226395, "loss_ce_8": 0.042820803821086884, "loss_dice": 0.7530920207500458, "loss_dice_0": 0.9715279042720795, "loss_dice_1": 0.7184670865535736, "loss_dice_2": 0.7066036462783813, "loss_dice_3": 0.7512857019901276, "loss_dice_4": 0.7003991901874542, "loss_dice_5": 0.7405399978160858, "loss_dice_6": 0.749700665473938, "loss_dice_7": 0.7262417674064636, "loss_dice_8": 0.7315846383571625, "loss_mask": 0.22972030192613602, "loss_mask_0": 0.2573610544204712, "loss_mask_1": 0.263085275888443, "loss_mask_2": 0.23548121750354767, "loss_mask_3": 0.2375129833817482, "loss_mask_4": 0.2263667955994606, "loss_mask_5": 0.22409849613904953, "loss_mask_6": 0.22857430577278137, "loss_mask_7": 0.22130363434553146, "loss_mask_8": 0.22222811728715897, "lr": 2.5e-05, "rank_data_time": 0.009648414328694344, "time": 0.7459577950648963, "total_loss": 11.63889049156569} +{"data_time": 0.0092925438657403, "eta_seconds": 26355.99469512701, "iteration": 110479, "loss_ce": 0.06296092830598354, "loss_ce_0": 0.61800616979599, "loss_ce_1": 0.1369830071926117, "loss_ce_2": 0.06960482522845268, "loss_ce_3": 0.06672873720526695, "loss_ce_4": 0.06478009931743145, "loss_ce_5": 0.06486213207244873, "loss_ce_6": 0.06659722328186035, "loss_ce_7": 0.0611237995326519, "loss_ce_8": 0.05997289717197418, "loss_dice": 0.7450884878635406, "loss_dice_0": 0.8203412890434265, "loss_dice_1": 0.7380411028862, "loss_dice_2": 0.7420847415924072, "loss_dice_3": 0.7110809683799744, "loss_dice_4": 0.7115426659584045, "loss_dice_5": 0.7253618836402893, "loss_dice_6": 0.7455936372280121, "loss_dice_7": 0.7225848436355591, "loss_dice_8": 0.726377010345459, "loss_mask": 0.14910469949245453, "loss_mask_0": 0.22711539268493652, "loss_mask_1": 0.16871967911720276, "loss_mask_2": 0.15808232873678207, "loss_mask_3": 0.1600903570652008, "loss_mask_4": 0.15879547595977783, "loss_mask_5": 0.1625528261065483, "loss_mask_6": 0.15696671605110168, "loss_mask_7": 0.15568508952856064, "loss_mask_8": 0.1559194028377533, "lr": 2.5e-05, "rank_data_time": 0.0092925438657403, "time": 0.7669820534065366, "total_loss": 9.948830861598253} +{"data_time": 0.009476445615291595, "eta_seconds": 27524.81944654137, "iteration": 110499, "loss_ce": 0.06515244394540787, "loss_ce_0": 0.6242846548557281, "loss_ce_1": 0.16467129439115524, "loss_ce_2": 0.0904441736638546, "loss_ce_3": 0.10520653054118156, "loss_ce_4": 0.07676765322685242, "loss_ce_5": 0.06201837956905365, "loss_ce_6": 0.06140183284878731, "loss_ce_7": 0.06169779598712921, "loss_ce_8": 0.06057344377040863, "loss_dice": 0.8170565664768219, "loss_dice_0": 0.9420649409294128, "loss_dice_1": 0.7938562035560608, "loss_dice_2": 0.8402802646160126, "loss_dice_3": 0.8720737397670746, "loss_dice_4": 0.8212566375732422, "loss_dice_5": 0.8060855567455292, "loss_dice_6": 0.7935616970062256, "loss_dice_7": 0.8068392872810364, "loss_dice_8": 0.8137272596359253, "loss_mask": 0.21772313117980957, "loss_mask_0": 0.2587697356939316, "loss_mask_1": 0.21979892998933792, "loss_mask_2": 0.22491006553173065, "loss_mask_3": 0.2227632850408554, "loss_mask_4": 0.21555450558662415, "loss_mask_5": 0.21792327612638474, "loss_mask_6": 0.21983254700899124, "loss_mask_7": 0.21101081371307373, "loss_mask_8": 0.22071481496095657, "lr": 2.5e-05, "rank_data_time": 0.009476445615291595, "time": 0.831646247766912, "total_loss": 12.586571712046862} +{"data_time": 0.008848356083035469, "eta_seconds": 28372.868834743276, "iteration": 110519, "loss_ce": 0.03381786122918129, "loss_ce_0": 0.35706833004951477, "loss_ce_1": 0.100792545825243, "loss_ce_2": 0.05375788174569607, "loss_ce_3": 0.04226570948958397, "loss_ce_4": 0.04711681976914406, "loss_ce_5": 0.04184887185692787, "loss_ce_6": 0.0365584921091795, "loss_ce_7": 0.035325437784194946, "loss_ce_8": 0.03444603458046913, "loss_dice": 0.6836851239204407, "loss_dice_0": 0.9317905306816101, "loss_dice_1": 0.7319420576095581, "loss_dice_2": 0.7675603628158569, "loss_dice_3": 0.7023434340953827, "loss_dice_4": 0.6879162192344666, "loss_dice_5": 0.718464732170105, "loss_dice_6": 0.7184752523899078, "loss_dice_7": 0.6979525685310364, "loss_dice_8": 0.6981252431869507, "loss_mask": 0.21477913856506348, "loss_mask_0": 0.2737915515899658, "loss_mask_1": 0.24100520461797714, "loss_mask_2": 0.22748718410730362, "loss_mask_3": 0.2261435091495514, "loss_mask_4": 0.21995063871145248, "loss_mask_5": 0.21755757927894592, "loss_mask_6": 0.2159281149506569, "loss_mask_7": 0.22081246972084045, "loss_mask_8": 0.21715723723173141, "lr": 2.5e-05, "rank_data_time": 0.008848356083035469, "time": 0.8392287245951593, "total_loss": 11.675203771330416} +{"data_time": 0.00864638714119792, "eta_seconds": 27726.74244025722, "iteration": 110539, "loss_ce": 0.058948149904608727, "loss_ce_0": 0.5379404723644257, "loss_ce_1": 0.15589379519224167, "loss_ce_2": 0.09775696694850922, "loss_ce_3": 0.05640442110598087, "loss_ce_4": 0.07748571410775185, "loss_ce_5": 0.062307924032211304, "loss_ce_6": 0.057691365480422974, "loss_ce_7": 0.06282689794898033, "loss_ce_8": 0.05824799835681915, "loss_dice": 0.7378650009632111, "loss_dice_0": 0.8366286754608154, "loss_dice_1": 0.7175097465515137, "loss_dice_2": 0.8215569257736206, "loss_dice_3": 0.7434498369693756, "loss_dice_4": 0.7723685801029205, "loss_dice_5": 0.8009167313575745, "loss_dice_6": 0.7921088635921478, "loss_dice_7": 0.7796824276447296, "loss_dice_8": 0.7539584934711456, "loss_mask": 0.18723683059215546, "loss_mask_0": 0.23217013478279114, "loss_mask_1": 0.18815583735704422, "loss_mask_2": 0.1951892003417015, "loss_mask_3": 0.18588050454854965, "loss_mask_4": 0.18271616846323013, "loss_mask_5": 0.19286123663187027, "loss_mask_6": 0.18713928759098053, "loss_mask_7": 0.18933068960905075, "loss_mask_8": 0.18767380714416504, "lr": 2.5e-05, "rank_data_time": 0.00864638714119792, "time": 0.7753665954805911, "total_loss": 11.49496696703136} +{"data_time": 0.008640267886221409, "eta_seconds": 27792.59362740442, "iteration": 110559, "loss_ce": 0.08048439770936966, "loss_ce_0": 0.41273534297943115, "loss_ce_1": 0.15927056223154068, "loss_ce_2": 0.0820813924074173, "loss_ce_3": 0.11411049962043762, "loss_ce_4": 0.08245054632425308, "loss_ce_5": 0.07955461740493774, "loss_ce_6": 0.07942565903067589, "loss_ce_7": 0.07978693023324013, "loss_ce_8": 0.07594291865825653, "loss_dice": 0.6748173534870148, "loss_dice_0": 0.8097415566444397, "loss_dice_1": 0.6588824391365051, "loss_dice_2": 0.6771242320537567, "loss_dice_3": 0.6676519215106964, "loss_dice_4": 0.6773810684680939, "loss_dice_5": 0.6803274154663086, "loss_dice_6": 0.6824039816856384, "loss_dice_7": 0.6819841265678406, "loss_dice_8": 0.6758314669132233, "loss_mask": 0.1867915764451027, "loss_mask_0": 0.2314734011888504, "loss_mask_1": 0.19350175559520721, "loss_mask_2": 0.19112367182970047, "loss_mask_3": 0.19027451425790787, "loss_mask_4": 0.18671384453773499, "loss_mask_5": 0.18719254434108734, "loss_mask_6": 0.19529176503419876, "loss_mask_7": 0.18908849358558655, "loss_mask_8": 0.18619504570960999, "lr": 2.5e-05, "rank_data_time": 0.008640267886221409, "time": 0.8197019901126623, "total_loss": 10.272583681158721} +{"data_time": 0.00864859577268362, "eta_seconds": 27600.74414394796, "iteration": 110579, "loss_ce": 0.05615198612213135, "loss_ce_0": 0.5907684862613678, "loss_ce_1": 0.10149933397769928, "loss_ce_2": 0.10270771011710167, "loss_ce_3": 0.10147879272699356, "loss_ce_4": 0.05665058642625809, "loss_ce_5": 0.06632145307958126, "loss_ce_6": 0.059865931048989296, "loss_ce_7": 0.057143326848745346, "loss_ce_8": 0.05931151658296585, "loss_dice": 0.6540936529636383, "loss_dice_0": 0.7599380612373352, "loss_dice_1": 0.6732693910598755, "loss_dice_2": 0.6572386920452118, "loss_dice_3": 0.6710413992404938, "loss_dice_4": 0.6482317447662354, "loss_dice_5": 0.6949515342712402, "loss_dice_6": 0.6692741811275482, "loss_dice_7": 0.6748168170452118, "loss_dice_8": 0.6555803120136261, "loss_mask": 0.2144353687763214, "loss_mask_0": 0.2567383199930191, "loss_mask_1": 0.23960597068071365, "loss_mask_2": 0.22698001563549042, "loss_mask_3": 0.22047929465770721, "loss_mask_4": 0.2217172533273697, "loss_mask_5": 0.22284230589866638, "loss_mask_6": 0.22334907203912735, "loss_mask_7": 0.21454132348299026, "loss_mask_8": 0.21207300573587418, "lr": 2.5e-05, "rank_data_time": 0.00864859577268362, "time": 0.7616726900450885, "total_loss": 11.400504153221846} +{"data_time": 0.009355188813060522, "eta_seconds": 27346.077483752742, "iteration": 110599, "loss_ce": 0.03893725387752056, "loss_ce_0": 0.5185931026935577, "loss_ce_1": 0.08738367632031441, "loss_ce_2": 0.05026554875075817, "loss_ce_3": 0.04256907291710377, "loss_ce_4": 0.03955887444317341, "loss_ce_5": 0.037569012492895126, "loss_ce_6": 0.037252774462103844, "loss_ce_7": 0.03692001290619373, "loss_ce_8": 0.035488856956362724, "loss_dice": 0.7101620435714722, "loss_dice_0": 0.7993578314781189, "loss_dice_1": 0.7142411470413208, "loss_dice_2": 0.7142592668533325, "loss_dice_3": 0.7148220241069794, "loss_dice_4": 0.7091096639633179, "loss_dice_5": 0.6988409459590912, "loss_dice_6": 0.7213278412818909, "loss_dice_7": 0.7377366721630096, "loss_dice_8": 0.723908931016922, "loss_mask": 0.19713876396417618, "loss_mask_0": 0.24803318083286285, "loss_mask_1": 0.1993900090456009, "loss_mask_2": 0.19981400668621063, "loss_mask_3": 0.203636035323143, "loss_mask_4": 0.2003142163157463, "loss_mask_5": 0.19796982407569885, "loss_mask_6": 0.19815414398908615, "loss_mask_7": 0.19825657457113266, "loss_mask_8": 0.200890950858593, "lr": 2.5e-05, "rank_data_time": 0.009355188813060522, "time": 0.771324694622308, "total_loss": 10.927636725828052} +{"data_time": 0.009966628160327673, "eta_seconds": 27568.94605161622, "iteration": 110619, "loss_ce": 0.060908980667591095, "loss_ce_0": 0.5633493363857269, "loss_ce_1": 0.08900776877999306, "loss_ce_2": 0.074664156883955, "loss_ce_3": 0.051987385377287865, "loss_ce_4": 0.06548615917563438, "loss_ce_5": 0.0559063870459795, "loss_ce_6": 0.08281391113996506, "loss_ce_7": 0.08028508350253105, "loss_ce_8": 0.05071238428354263, "loss_dice": 0.7721361517906189, "loss_dice_0": 0.9382069706916809, "loss_dice_1": 0.7792086005210876, "loss_dice_2": 0.7193681001663208, "loss_dice_3": 0.7447654604911804, "loss_dice_4": 0.7398903965950012, "loss_dice_5": 0.7220032513141632, "loss_dice_6": 0.7602676153182983, "loss_dice_7": 0.7137466371059418, "loss_dice_8": 0.7880387306213379, "loss_mask": 0.20942924171686172, "loss_mask_0": 0.21301855146884918, "loss_mask_1": 0.2217739224433899, "loss_mask_2": 0.20277661830186844, "loss_mask_3": 0.20771310478448868, "loss_mask_4": 0.20622599124908447, "loss_mask_5": 0.20857544243335724, "loss_mask_6": 0.22146032750606537, "loss_mask_7": 0.21027491241693497, "loss_mask_8": 0.20913270115852356, "lr": 2.5e-05, "rank_data_time": 0.009966628160327673, "time": 0.8360539525747299, "total_loss": 12.193049946799874} +{"data_time": 0.009344462305307388, "eta_seconds": 27314.55462786369, "iteration": 110639, "loss_ce": 0.0761621929705143, "loss_ce_0": 0.4537947028875351, "loss_ce_1": 0.14885562658309937, "loss_ce_2": 0.0812680758535862, "loss_ce_3": 0.0650849211961031, "loss_ce_4": 0.0717905294150114, "loss_ce_5": 0.06547848135232925, "loss_ce_6": 0.05472203157842159, "loss_ce_7": 0.05450243130326271, "loss_ce_8": 0.05653621628880501, "loss_dice": 0.7120186984539032, "loss_dice_0": 0.8858896195888519, "loss_dice_1": 0.7292803227901459, "loss_dice_2": 0.7526199519634247, "loss_dice_3": 0.7089019417762756, "loss_dice_4": 0.6980079412460327, "loss_dice_5": 0.6323308348655701, "loss_dice_6": 0.6355707049369812, "loss_dice_7": 0.7070953249931335, "loss_dice_8": 0.7247911095619202, "loss_mask": 0.18287071585655212, "loss_mask_0": 0.2202332839369774, "loss_mask_1": 0.1984877809882164, "loss_mask_2": 0.18658914417028427, "loss_mask_3": 0.18335997313261032, "loss_mask_4": 0.1863415464758873, "loss_mask_5": 0.1854357197880745, "loss_mask_6": 0.18489832431077957, "loss_mask_7": 0.1789442002773285, "loss_mask_8": 0.17530863732099533, "lr": 2.5e-05, "rank_data_time": 0.009344462305307388, "time": 0.7777175907976925, "total_loss": 10.103150656912476} +{"data_time": 0.009761289227753878, "eta_seconds": 27325.830881521106, "iteration": 110659, "loss_ce": 0.04854799993336201, "loss_ce_0": 0.520574301481247, "loss_ce_1": 0.10171673819422722, "loss_ce_2": 0.06719959899783134, "loss_ce_3": 0.055875226855278015, "loss_ce_4": 0.05221782624721527, "loss_ce_5": 0.06057839095592499, "loss_ce_6": 0.04919230751693249, "loss_ce_7": 0.05665463209152222, "loss_ce_8": 0.04654221050441265, "loss_dice": 0.6971336603164673, "loss_dice_0": 0.8106490969657898, "loss_dice_1": 0.7105039358139038, "loss_dice_2": 0.7113780081272125, "loss_dice_3": 0.6817206740379333, "loss_dice_4": 0.7038978636264801, "loss_dice_5": 0.6651686429977417, "loss_dice_6": 0.6367734968662262, "loss_dice_7": 0.6714290976524353, "loss_dice_8": 0.6328973174095154, "loss_mask": 0.23631103336811066, "loss_mask_0": 0.30616940557956696, "loss_mask_1": 0.2552860975265503, "loss_mask_2": 0.2344501093029976, "loss_mask_3": 0.2465941160917282, "loss_mask_4": 0.23727725446224213, "loss_mask_5": 0.2242691069841385, "loss_mask_6": 0.2338898852467537, "loss_mask_7": 0.22823915630578995, "loss_mask_8": 0.22370955348014832, "lr": 2.5e-05, "rank_data_time": 0.009761289227753878, "time": 0.8043346009217203, "total_loss": 11.089621926657856} +{"data_time": 0.009368498343974352, "eta_seconds": 27261.45508563146, "iteration": 110679, "loss_ce": 0.05129384808242321, "loss_ce_0": 0.3708585053682327, "loss_ce_1": 0.09435562044382095, "loss_ce_2": 0.0726209506392479, "loss_ce_3": 0.05501105822622776, "loss_ce_4": 0.05299479328095913, "loss_ce_5": 0.04495047964155674, "loss_ce_6": 0.04767340607941151, "loss_ce_7": 0.05078320577740669, "loss_ce_8": 0.04934735782444477, "loss_dice": 0.7350966036319733, "loss_dice_0": 0.9274400472640991, "loss_dice_1": 0.6846529543399811, "loss_dice_2": 0.721173882484436, "loss_dice_3": 0.7448223233222961, "loss_dice_4": 0.7178210318088531, "loss_dice_5": 0.7265623509883881, "loss_dice_6": 0.6928679943084717, "loss_dice_7": 0.7319810688495636, "loss_dice_8": 0.7235713601112366, "loss_mask": 0.1932573765516281, "loss_mask_0": 0.23988878726959229, "loss_mask_1": 0.20269713550806046, "loss_mask_2": 0.18772542476654053, "loss_mask_3": 0.19615254551172256, "loss_mask_4": 0.19552656263113022, "loss_mask_5": 0.19089599698781967, "loss_mask_6": 0.1956617534160614, "loss_mask_7": 0.19394156336784363, "loss_mask_8": 0.19313808530569077, "lr": 2.5e-05, "rank_data_time": 0.009368498343974352, "time": 0.7815969767980278, "total_loss": 10.843624144792557} +{"data_time": 0.010239288676530123, "eta_seconds": 27201.050643902272, "iteration": 110699, "loss_ce": 0.05340440943837166, "loss_ce_0": 0.537754476070404, "loss_ce_1": 0.09942532703280449, "loss_ce_2": 0.08396099135279655, "loss_ce_3": 0.0847388431429863, "loss_ce_4": 0.0718269869685173, "loss_ce_5": 0.07855267822742462, "loss_ce_6": 0.07246247492730618, "loss_ce_7": 0.0738968774676323, "loss_ce_8": 0.06095673702657223, "loss_dice": 0.7264933586120605, "loss_dice_0": 0.8366803824901581, "loss_dice_1": 0.7712533175945282, "loss_dice_2": 0.7288373112678528, "loss_dice_3": 0.7167963087558746, "loss_dice_4": 0.7041283845901489, "loss_dice_5": 0.7306667566299438, "loss_dice_6": 0.6990804374217987, "loss_dice_7": 0.6957221627235413, "loss_dice_8": 0.7900101840496063, "loss_mask": 0.26306265592575073, "loss_mask_0": 0.3178596496582031, "loss_mask_1": 0.2579609155654907, "loss_mask_2": 0.26267850399017334, "loss_mask_3": 0.2690115123987198, "loss_mask_4": 0.27681654691696167, "loss_mask_5": 0.2679402828216553, "loss_mask_6": 0.26009926199913025, "loss_mask_7": 0.2699056565761566, "loss_mask_8": 0.26534952223300934, "lr": 2.5e-05, "rank_data_time": 0.010239288676530123, "time": 0.7705456614494324, "total_loss": 11.173903080634773} +{"data_time": 0.009427627082914114, "eta_seconds": 27128.996123541147, "iteration": 110719, "loss_ce": 0.09113618731498718, "loss_ce_0": 0.5855754911899567, "loss_ce_1": 0.15336642414331436, "loss_ce_2": 0.12721951305866241, "loss_ce_3": 0.11434875801205635, "loss_ce_4": 0.11756525933742523, "loss_ce_5": 0.09972228482365608, "loss_ce_6": 0.09047994017601013, "loss_ce_7": 0.130904171615839, "loss_ce_8": 0.09980294853448868, "loss_dice": 0.884734570980072, "loss_dice_0": 0.8999242186546326, "loss_dice_1": 0.8135789930820465, "loss_dice_2": 0.8576611280441284, "loss_dice_3": 0.7365358471870422, "loss_dice_4": 0.8559888601303101, "loss_dice_5": 0.7554301023483276, "loss_dice_6": 0.8223261833190918, "loss_dice_7": 0.7543604671955109, "loss_dice_8": 0.8000673353672028, "loss_mask": 0.19430188089609146, "loss_mask_0": 0.23987508565187454, "loss_mask_1": 0.17711324989795685, "loss_mask_2": 0.17975229769945145, "loss_mask_3": 0.19271289557218552, "loss_mask_4": 0.189765065908432, "loss_mask_5": 0.1920449361205101, "loss_mask_6": 0.19400350004434586, "loss_mask_7": 0.19729024171829224, "loss_mask_8": 0.18443655967712402, "lr": 2.5e-05, "rank_data_time": 0.009427627082914114, "time": 0.7737997160293162, "total_loss": 12.486040756106377} +{"data_time": 0.009381553158164024, "eta_seconds": 26997.260268330574, "iteration": 110739, "loss_ce": 0.041510965675115585, "loss_ce_0": 0.41978564858436584, "loss_ce_1": 0.13730636984109879, "loss_ce_2": 0.090270284563303, "loss_ce_3": 0.06297684460878372, "loss_ce_4": 0.0526751484721899, "loss_ce_5": 0.04297805391252041, "loss_ce_6": 0.053429363295435905, "loss_ce_7": 0.042693329975008965, "loss_ce_8": 0.04242274537682533, "loss_dice": 0.6469952166080475, "loss_dice_0": 0.7791878283023834, "loss_dice_1": 0.6489795446395874, "loss_dice_2": 0.6625241935253143, "loss_dice_3": 0.6741784811019897, "loss_dice_4": 0.6314087808132172, "loss_dice_5": 0.6361836493015289, "loss_dice_6": 0.6780295968055725, "loss_dice_7": 0.6693506240844727, "loss_dice_8": 0.6448638439178467, "loss_mask": 0.18824560940265656, "loss_mask_0": 0.22190800309181213, "loss_mask_1": 0.2056024670600891, "loss_mask_2": 0.19806955754756927, "loss_mask_3": 0.18392764776945114, "loss_mask_4": 0.18543706834316254, "loss_mask_5": 0.19171221554279327, "loss_mask_6": 0.2176642268896103, "loss_mask_7": 0.1872268170118332, "loss_mask_8": 0.187423475086689, "lr": 2.5e-05, "rank_data_time": 0.009381553158164024, "time": 0.7750408691354096, "total_loss": 10.59863158990629} +{"data_time": 0.00901033915579319, "eta_seconds": 27123.40797853656, "iteration": 110759, "loss_ce": 0.07882995530962944, "loss_ce_0": 0.41085392236709595, "loss_ce_1": 0.14912308752536774, "loss_ce_2": 0.09092365950345993, "loss_ce_3": 0.09345298260450363, "loss_ce_4": 0.08294462785124779, "loss_ce_5": 0.08107387647032738, "loss_ce_6": 0.08615271747112274, "loss_ce_7": 0.08997927606105804, "loss_ce_8": 0.09938886389136314, "loss_dice": 0.6650789678096771, "loss_dice_0": 0.818946123123169, "loss_dice_1": 0.6925391256809235, "loss_dice_2": 0.6848485767841339, "loss_dice_3": 0.6903432607650757, "loss_dice_4": 0.6904805302619934, "loss_dice_5": 0.6842812895774841, "loss_dice_6": 0.7046393752098083, "loss_dice_7": 0.65911003947258, "loss_dice_8": 0.6611901819705963, "loss_mask": 0.21435154974460602, "loss_mask_0": 0.2707892805337906, "loss_mask_1": 0.21626920998096466, "loss_mask_2": 0.21956394612789154, "loss_mask_3": 0.2051866501569748, "loss_mask_4": 0.21504078060388565, "loss_mask_5": 0.22357143461704254, "loss_mask_6": 0.2147146761417389, "loss_mask_7": 0.2246161699295044, "loss_mask_8": 0.22134507447481155, "lr": 2.5e-05, "rank_data_time": 0.00901033915579319, "time": 0.8455073665827513, "total_loss": 10.873326007276773} +{"data_time": 0.010139843448996544, "eta_seconds": 27115.419098045677, "iteration": 110779, "loss_ce": 0.05322798527777195, "loss_ce_0": 0.47687675058841705, "loss_ce_1": 0.10012498497962952, "loss_ce_2": 0.07728150486946106, "loss_ce_3": 0.07270564883947372, "loss_ce_4": 0.05903374403715134, "loss_ce_5": 0.06260096095502377, "loss_ce_6": 0.05010897293686867, "loss_ce_7": 0.04696560278534889, "loss_ce_8": 0.04814419895410538, "loss_dice": 0.7788651883602142, "loss_dice_0": 0.8534355461597443, "loss_dice_1": 0.7992310225963593, "loss_dice_2": 0.741198867559433, "loss_dice_3": 0.7476633489131927, "loss_dice_4": 0.7517254650592804, "loss_dice_5": 0.7144010066986084, "loss_dice_6": 0.7745530009269714, "loss_dice_7": 0.7713062465190887, "loss_dice_8": 0.7570174038410187, "loss_mask": 0.23468844592571259, "loss_mask_0": 0.2792481780052185, "loss_mask_1": 0.2251211404800415, "loss_mask_2": 0.21707499772310257, "loss_mask_3": 0.23072245717048645, "loss_mask_4": 0.23515397310256958, "loss_mask_5": 0.2283412665128708, "loss_mask_6": 0.2346985936164856, "loss_mask_7": 0.23065795004367828, "loss_mask_8": 0.24091942608356476, "lr": 2.5e-05, "rank_data_time": 0.010139843448996544, "time": 0.8139869454316795, "total_loss": 11.096577615011483} +{"data_time": 0.009568183682858944, "eta_seconds": 27091.99696755968, "iteration": 110799, "loss_ce": 0.037984155118465424, "loss_ce_0": 0.46696630120277405, "loss_ce_1": 0.06551076844334602, "loss_ce_2": 0.04088135249912739, "loss_ce_3": 0.053993673995137215, "loss_ce_4": 0.043518658727407455, "loss_ce_5": 0.04558166489005089, "loss_ce_6": 0.04252556338906288, "loss_ce_7": 0.039151422679424286, "loss_ce_8": 0.038090649992227554, "loss_dice": 0.6334085762500763, "loss_dice_0": 0.7433687150478363, "loss_dice_1": 0.6233765780925751, "loss_dice_2": 0.5965307652950287, "loss_dice_3": 0.6222394704818726, "loss_dice_4": 0.6153436303138733, "loss_dice_5": 0.5926234424114227, "loss_dice_6": 0.6026366949081421, "loss_dice_7": 0.6250840127468109, "loss_dice_8": 0.6187059283256531, "loss_mask": 0.23952163755893707, "loss_mask_0": 0.2867491841316223, "loss_mask_1": 0.25216180831193924, "loss_mask_2": 0.246920645236969, "loss_mask_3": 0.24635599553585052, "loss_mask_4": 0.22813363373279572, "loss_mask_5": 0.23957300186157227, "loss_mask_6": 0.2439841702580452, "loss_mask_7": 0.24069953709840775, "loss_mask_8": 0.23970411717891693, "lr": 2.5e-05, "rank_data_time": 0.009568183682858944, "time": 0.7779036746360362, "total_loss": 9.594735836610198} +{"data_time": 0.00975817907601595, "eta_seconds": 27076.29146207124, "iteration": 110819, "loss_ce": 0.04287054389715195, "loss_ce_0": 0.4368613660335541, "loss_ce_1": 0.08241195976734161, "loss_ce_2": 0.05009022355079651, "loss_ce_3": 0.037987809628248215, "loss_ce_4": 0.03688449412584305, "loss_ce_5": 0.03971726447343826, "loss_ce_6": 0.04215564206242561, "loss_ce_7": 0.0415948536247015, "loss_ce_8": 0.04073303937911987, "loss_dice": 0.5202292799949646, "loss_dice_0": 0.6797396540641785, "loss_dice_1": 0.5707768201828003, "loss_dice_2": 0.5488065779209137, "loss_dice_3": 0.5527300834655762, "loss_dice_4": 0.5836980938911438, "loss_dice_5": 0.5595263838768005, "loss_dice_6": 0.578252524137497, "loss_dice_7": 0.5608877837657928, "loss_dice_8": 0.564650684595108, "loss_mask": 0.1838497370481491, "loss_mask_0": 0.21227383613586426, "loss_mask_1": 0.20537297427654266, "loss_mask_2": 0.19959105551242828, "loss_mask_3": 0.1896139681339264, "loss_mask_4": 0.19419992715120316, "loss_mask_5": 0.1890036016702652, "loss_mask_6": 0.18126065284013748, "loss_mask_7": 0.18476738035678864, "loss_mask_8": 0.18761330842971802, "lr": 2.5e-05, "rank_data_time": 0.00975817907601595, "time": 0.8060030709020793, "total_loss": 9.439510183874518} +{"data_time": 0.009222053457051516, "eta_seconds": 26919.143195794895, "iteration": 110839, "loss_ce": 0.06668494269251823, "loss_ce_0": 0.5201676785945892, "loss_ce_1": 0.15202070772647858, "loss_ce_2": 0.10770630091428757, "loss_ce_3": 0.073643509298563, "loss_ce_4": 0.08440672233700752, "loss_ce_5": 0.06938282027840614, "loss_ce_6": 0.06708695366978645, "loss_ce_7": 0.0644768700003624, "loss_ce_8": 0.06354736536741257, "loss_dice": 0.7715073823928833, "loss_dice_0": 0.8763372004032135, "loss_dice_1": 0.7757821381092072, "loss_dice_2": 0.7252549827098846, "loss_dice_3": 0.7756345868110657, "loss_dice_4": 0.7503582835197449, "loss_dice_5": 0.7467836141586304, "loss_dice_6": 0.7687029242515564, "loss_dice_7": 0.7456075847148895, "loss_dice_8": 0.7992860674858093, "loss_mask": 0.2422201707959175, "loss_mask_0": 0.2760220468044281, "loss_mask_1": 0.24540185928344727, "loss_mask_2": 0.23653122782707214, "loss_mask_3": 0.2400180846452713, "loss_mask_4": 0.24026521295309067, "loss_mask_5": 0.24539987742900848, "loss_mask_6": 0.23718136548995972, "loss_mask_7": 0.23221398890018463, "loss_mask_8": 0.24626928567886353, "lr": 2.5e-05, "rank_data_time": 0.009222053457051516, "time": 0.7597898654639721, "total_loss": 11.9027857799083} +{"data_time": 0.00981268659234047, "eta_seconds": 26903.51978128776, "iteration": 110859, "loss_ce": 0.04153031297028065, "loss_ce_0": 0.43913818895816803, "loss_ce_1": 0.09117614105343819, "loss_ce_2": 0.06649048253893852, "loss_ce_3": 0.04410267993807793, "loss_ce_4": 0.043550584465265274, "loss_ce_5": 0.04334689863026142, "loss_ce_6": 0.040776873007416725, "loss_ce_7": 0.04378104209899902, "loss_ce_8": 0.04282001033425331, "loss_dice": 0.7368080914020538, "loss_dice_0": 0.7793255746364594, "loss_dice_1": 0.7349366843700409, "loss_dice_2": 0.7532715201377869, "loss_dice_3": 0.6957310736179352, "loss_dice_4": 0.7037990987300873, "loss_dice_5": 0.7207849025726318, "loss_dice_6": 0.7099682986736298, "loss_dice_7": 0.7064820826053619, "loss_dice_8": 0.6913788020610809, "loss_mask": 0.2079657018184662, "loss_mask_0": 0.25044451653957367, "loss_mask_1": 0.2505093812942505, "loss_mask_2": 0.2405686378479004, "loss_mask_3": 0.22948364913463593, "loss_mask_4": 0.2293829470872879, "loss_mask_5": 0.22284819185733795, "loss_mask_6": 0.2099495530128479, "loss_mask_7": 0.21379289031028748, "loss_mask_8": 0.22064785659313202, "lr": 2.5e-05, "rank_data_time": 0.00981268659234047, "time": 0.7826519720256329, "total_loss": 11.547140317037702} +{"data_time": 0.00964782340452075, "eta_seconds": 26811.00480305031, "iteration": 110879, "loss_ce": 0.04607203230261803, "loss_ce_0": 0.534259557723999, "loss_ce_1": 0.10219229012727737, "loss_ce_2": 0.07304102554917336, "loss_ce_3": 0.054404543712735176, "loss_ce_4": 0.04800857789814472, "loss_ce_5": 0.04312335141003132, "loss_ce_6": 0.045550016686320305, "loss_ce_7": 0.04647061601281166, "loss_ce_8": 0.044568706303834915, "loss_dice": 0.6879198551177979, "loss_dice_0": 0.7290191650390625, "loss_dice_1": 0.6474089026451111, "loss_dice_2": 0.6619613170623779, "loss_dice_3": 0.6456576883792877, "loss_dice_4": 0.645844042301178, "loss_dice_5": 0.6367225646972656, "loss_dice_6": 0.6232593059539795, "loss_dice_7": 0.6443242728710175, "loss_dice_8": 0.6184686124324799, "loss_mask": 0.21902864426374435, "loss_mask_0": 0.2775799632072449, "loss_mask_1": 0.23521599918603897, "loss_mask_2": 0.2031972035765648, "loss_mask_3": 0.21292424201965332, "loss_mask_4": 0.2111065909266472, "loss_mask_5": 0.2111528515815735, "loss_mask_6": 0.2143637165427208, "loss_mask_7": 0.21715690195560455, "loss_mask_8": 0.21555421501398087, "lr": 2.5e-05, "rank_data_time": 0.00964782340452075, "time": 0.7723696790635586, "total_loss": 10.300677025690675} +{"data_time": 0.009672866202890873, "eta_seconds": 26795.426066964865, "iteration": 110899, "loss_ce": 0.04445471987128258, "loss_ce_0": 0.3677564114332199, "loss_ce_1": 0.09327961876988411, "loss_ce_2": 0.05467820167541504, "loss_ce_3": 0.0508028045296669, "loss_ce_4": 0.04692354425787926, "loss_ce_5": 0.04138340428471565, "loss_ce_6": 0.04332377202808857, "loss_ce_7": 0.04119298607110977, "loss_ce_8": 0.041828593239188194, "loss_dice": 0.5469420552253723, "loss_dice_0": 0.6697008311748505, "loss_dice_1": 0.6085920929908752, "loss_dice_2": 0.5556972920894623, "loss_dice_3": 0.5459603667259216, "loss_dice_4": 0.5474893450737, "loss_dice_5": 0.5632572770118713, "loss_dice_6": 0.5462289750576019, "loss_dice_7": 0.5416462123394012, "loss_dice_8": 0.542208194732666, "loss_mask": 0.25801602751016617, "loss_mask_0": 0.3263213336467743, "loss_mask_1": 0.28004346787929535, "loss_mask_2": 0.26019491255283356, "loss_mask_3": 0.2631585896015167, "loss_mask_4": 0.26043640077114105, "loss_mask_5": 0.26018331944942474, "loss_mask_6": 0.26040811836719513, "loss_mask_7": 0.26272256672382355, "loss_mask_8": 0.270236998796463, "lr": 2.5e-05, "rank_data_time": 0.009672866202890873, "time": 0.777733467053622, "total_loss": 10.247004695236683} +{"data_time": 0.009717822540551424, "eta_seconds": 26771.30908291787, "iteration": 110919, "loss_ce": 0.04088720120489597, "loss_ce_0": 0.4279247373342514, "loss_ce_1": 0.08197863399982452, "loss_ce_2": 0.05716467648744583, "loss_ce_3": 0.04516548290848732, "loss_ce_4": 0.04564301110804081, "loss_ce_5": 0.04192630387842655, "loss_ce_6": 0.04103561118245125, "loss_ce_7": 0.04099690541625023, "loss_ce_8": 0.045148998498916626, "loss_dice": 0.5928119122982025, "loss_dice_0": 0.8279451131820679, "loss_dice_1": 0.6510539948940277, "loss_dice_2": 0.6270119845867157, "loss_dice_3": 0.5869612693786621, "loss_dice_4": 0.6344405710697174, "loss_dice_5": 0.5945037007331848, "loss_dice_6": 0.6125988960266113, "loss_dice_7": 0.6014701426029205, "loss_dice_8": 0.6034293472766876, "loss_mask": 0.21594035625457764, "loss_mask_0": 0.2584562748670578, "loss_mask_1": 0.23624076694250107, "loss_mask_2": 0.23108653724193573, "loss_mask_3": 0.22577624768018723, "loss_mask_4": 0.21755371987819672, "loss_mask_5": 0.21922870725393295, "loss_mask_6": 0.2115027755498886, "loss_mask_7": 0.21861184388399124, "loss_mask_8": 0.2179577797651291, "lr": 2.5e-05, "rank_data_time": 0.009717822540551424, "time": 0.7330793389119208, "total_loss": 10.58778478577733} +{"data_time": 0.010400846134871244, "eta_seconds": 26748.11107976362, "iteration": 110939, "loss_ce": 0.049958398565649986, "loss_ce_0": 0.44513756036758423, "loss_ce_1": 0.08765896409749985, "loss_ce_2": 0.08273204788565636, "loss_ce_3": 0.06342050805687904, "loss_ce_4": 0.05148651264607906, "loss_ce_5": 0.04593396186828613, "loss_ce_6": 0.039848340675234795, "loss_ce_7": 0.04258098639547825, "loss_ce_8": 0.0419760812073946, "loss_dice": 0.6661564409732819, "loss_dice_0": 0.7938944101333618, "loss_dice_1": 0.7144505679607391, "loss_dice_2": 0.7336231768131256, "loss_dice_3": 0.6666506826877594, "loss_dice_4": 0.693986713886261, "loss_dice_5": 0.6695570945739746, "loss_dice_6": 0.6352353096008301, "loss_dice_7": 0.6947638988494873, "loss_dice_8": 0.6438150703907013, "loss_mask": 0.28730642795562744, "loss_mask_0": 0.330818235874176, "loss_mask_1": 0.3076033443212509, "loss_mask_2": 0.30142179131507874, "loss_mask_3": 0.30761460959911346, "loss_mask_4": 0.29093410074710846, "loss_mask_5": 0.2975860685110092, "loss_mask_6": 0.2924964874982834, "loss_mask_7": 0.3095819503068924, "loss_mask_8": 0.28465117514133453, "lr": 2.5e-05, "rank_data_time": 0.010400846134871244, "time": 0.7759351064451039, "total_loss": 11.7933139950037} +{"data_time": 0.009533375967293978, "eta_seconds": 26722.16916659847, "iteration": 110959, "loss_ce": 0.04353752359747887, "loss_ce_0": 0.5024402439594269, "loss_ce_1": 0.1024717204272747, "loss_ce_2": 0.07027540355920792, "loss_ce_3": 0.05234541371464729, "loss_ce_4": 0.04968875087797642, "loss_ce_5": 0.04126560315489769, "loss_ce_6": 0.04052377678453922, "loss_ce_7": 0.03988819941878319, "loss_ce_8": 0.04334677383303642, "loss_dice": 0.7034954726696014, "loss_dice_0": 0.836525559425354, "loss_dice_1": 0.7613507807254791, "loss_dice_2": 0.7694418430328369, "loss_dice_3": 0.7057831585407257, "loss_dice_4": 0.7922861278057098, "loss_dice_5": 0.6945821046829224, "loss_dice_6": 0.6938875317573547, "loss_dice_7": 0.7551183104515076, "loss_dice_8": 0.799848198890686, "loss_mask": 0.21088188886642456, "loss_mask_0": 0.2626355141401291, "loss_mask_1": 0.21521496027708054, "loss_mask_2": 0.2132633924484253, "loss_mask_3": 0.21335207670927048, "loss_mask_4": 0.21314385533332825, "loss_mask_5": 0.21909421682357788, "loss_mask_6": 0.208347849547863, "loss_mask_7": 0.2119261845946312, "loss_mask_8": 0.2158048450946808, "lr": 2.5e-05, "rank_data_time": 0.009533375967293978, "time": 0.7743225316517055, "total_loss": 10.667145270854235} +{"data_time": 0.009731694590300322, "eta_seconds": 26724.587775617838, "iteration": 110979, "loss_ce": 0.0398771557956934, "loss_ce_0": 0.356069952249527, "loss_ce_1": 0.06071866489946842, "loss_ce_2": 0.046107182279229164, "loss_ce_3": 0.043240053579211235, "loss_ce_4": 0.041116682812571526, "loss_ce_5": 0.0353431012481451, "loss_ce_6": 0.03315498400479555, "loss_ce_7": 0.03780134581029415, "loss_ce_8": 0.034390946850180626, "loss_dice": 0.5861461460590363, "loss_dice_0": 0.8312307298183441, "loss_dice_1": 0.6114186346530914, "loss_dice_2": 0.6521140336990356, "loss_dice_3": 0.5655425190925598, "loss_dice_4": 0.542809247970581, "loss_dice_5": 0.5591923594474792, "loss_dice_6": 0.5472003221511841, "loss_dice_7": 0.5845526158809662, "loss_dice_8": 0.5890704989433289, "loss_mask": 0.1993122175335884, "loss_mask_0": 0.26921446621418, "loss_mask_1": 0.20681093633174896, "loss_mask_2": 0.21564235538244247, "loss_mask_3": 0.1963864415884018, "loss_mask_4": 0.20391005277633667, "loss_mask_5": 0.20465721189975739, "loss_mask_6": 0.207183837890625, "loss_mask_7": 0.2030113786458969, "loss_mask_8": 0.21051792055368423, "lr": 2.5e-05, "rank_data_time": 0.009731694590300322, "time": 0.8211366636678576, "total_loss": 9.221439360640943} +{"data_time": 0.009738849475979805, "eta_seconds": 26709.014006517828, "iteration": 110999, "loss_ce": 0.07263755425810814, "loss_ce_0": 0.462403804063797, "loss_ce_1": 0.12318553030490875, "loss_ce_2": 0.10773424431681633, "loss_ce_3": 0.07798785343766212, "loss_ce_4": 0.08383407816290855, "loss_ce_5": 0.08576647937297821, "loss_ce_6": 0.0524408258497715, "loss_ce_7": 0.05577612482011318, "loss_ce_8": 0.07203808054327965, "loss_dice": 0.6289440989494324, "loss_dice_0": 0.8351617455482483, "loss_dice_1": 0.754956841468811, "loss_dice_2": 0.6797881722450256, "loss_dice_3": 0.6514047384262085, "loss_dice_4": 0.6332898736000061, "loss_dice_5": 0.689535915851593, "loss_dice_6": 0.6890318393707275, "loss_dice_7": 0.6775234937667847, "loss_dice_8": 0.7047096788883209, "loss_mask": 0.2059997171163559, "loss_mask_0": 0.23647230863571167, "loss_mask_1": 0.2118052840232849, "loss_mask_2": 0.2011646330356598, "loss_mask_3": 0.20981647819280624, "loss_mask_4": 0.21088597923517227, "loss_mask_5": 0.2051878646016121, "loss_mask_6": 0.21148869395256042, "loss_mask_7": 0.20787125080823898, "loss_mask_8": 0.21045661717653275, "lr": 2.5e-05, "rank_data_time": 0.009738849475979805, "time": 0.7943017166107893, "total_loss": 11.295635238639079} +{"data_time": 0.00926422094926238, "eta_seconds": 26675.479296185076, "iteration": 111019, "loss_ce": 0.06312990188598633, "loss_ce_0": 0.5023403465747833, "loss_ce_1": 0.09659699350595474, "loss_ce_2": 0.0752830971032381, "loss_ce_3": 0.0679739136248827, "loss_ce_4": 0.0637548416852951, "loss_ce_5": 0.06295300647616386, "loss_ce_6": 0.06745800748467445, "loss_ce_7": 0.06437091156840324, "loss_ce_8": 0.06551852263510227, "loss_dice": 0.7234739661216736, "loss_dice_0": 0.9528325498104095, "loss_dice_1": 0.8061706125736237, "loss_dice_2": 0.7883009910583496, "loss_dice_3": 0.7667814791202545, "loss_dice_4": 0.7436485588550568, "loss_dice_5": 0.7844751179218292, "loss_dice_6": 0.7584719359874725, "loss_dice_7": 0.7049905955791473, "loss_dice_8": 0.7372618317604065, "loss_mask": 0.21321722865104675, "loss_mask_0": 0.26401691138744354, "loss_mask_1": 0.23390503972768784, "loss_mask_2": 0.22442996501922607, "loss_mask_3": 0.22120560705661774, "loss_mask_4": 0.22584811598062515, "loss_mask_5": 0.2210979238152504, "loss_mask_6": 0.21581144630908966, "loss_mask_7": 0.21828700602054596, "loss_mask_8": 0.2156064584851265, "lr": 2.5e-05, "rank_data_time": 0.00926422094926238, "time": 0.7603059899993241, "total_loss": 11.175712929107249} +{"data_time": 0.009455353952944279, "eta_seconds": 26641.186005184427, "iteration": 111039, "loss_ce": 0.05780242010951042, "loss_ce_0": 0.3834587186574936, "loss_ce_1": 0.1055668480694294, "loss_ce_2": 0.052905017510056496, "loss_ce_3": 0.0514605063945055, "loss_ce_4": 0.051866890862584114, "loss_ce_5": 0.05708307400345802, "loss_ce_6": 0.048221491277217865, "loss_ce_7": 0.05534404516220093, "loss_ce_8": 0.047327226027846336, "loss_dice": 0.6736676394939423, "loss_dice_0": 0.7126156687736511, "loss_dice_1": 0.6770275235176086, "loss_dice_2": 0.6653600931167603, "loss_dice_3": 0.6833174526691437, "loss_dice_4": 0.701230525970459, "loss_dice_5": 0.7145337760448456, "loss_dice_6": 0.7061387002468109, "loss_dice_7": 0.6463285684585571, "loss_dice_8": 0.6797975301742554, "loss_mask": 0.20052558183670044, "loss_mask_0": 0.253632627427578, "loss_mask_1": 0.18828337639570236, "loss_mask_2": 0.19013523310422897, "loss_mask_3": 0.1987023800611496, "loss_mask_4": 0.20024073868989944, "loss_mask_5": 0.1967197060585022, "loss_mask_6": 0.19771120697259903, "loss_mask_7": 0.192500039935112, "loss_mask_8": 0.2009732574224472, "lr": 2.5e-05, "rank_data_time": 0.009455353952944279, "time": 0.759455090854317, "total_loss": 10.075563257560134} +{"data_time": 0.008964329957962036, "eta_seconds": 26600.653708726168, "iteration": 111059, "loss_ce": 0.05330740660429001, "loss_ce_0": 0.46617257595062256, "loss_ce_1": 0.12626370787620544, "loss_ce_2": 0.09044135734438896, "loss_ce_3": 0.06950950250029564, "loss_ce_4": 0.04940585419535637, "loss_ce_5": 0.06424270197749138, "loss_ce_6": 0.05407322198152542, "loss_ce_7": 0.05588029325008392, "loss_ce_8": 0.057344479486346245, "loss_dice": 0.8777570724487305, "loss_dice_0": 0.9230656921863556, "loss_dice_1": 0.8877432942390442, "loss_dice_2": 0.8487901985645294, "loss_dice_3": 0.8019060492515564, "loss_dice_4": 0.8356581330299377, "loss_dice_5": 0.8045955896377563, "loss_dice_6": 0.8073724508285522, "loss_dice_7": 0.8678382933139801, "loss_dice_8": 0.8820592164993286, "loss_mask": 0.21007086336612701, "loss_mask_0": 0.2916153073310852, "loss_mask_1": 0.2305683195590973, "loss_mask_2": 0.22550679743289948, "loss_mask_3": 0.21106916666030884, "loss_mask_4": 0.21536241471767426, "loss_mask_5": 0.21525651216506958, "loss_mask_6": 0.20923113077878952, "loss_mask_7": 0.20878034830093384, "loss_mask_8": 0.21451960504055023, "lr": 2.5e-05, "rank_data_time": 0.008964329957962036, "time": 0.7323723449371755, "total_loss": 12.1047204695642} +{"data_time": 0.008711019530892372, "eta_seconds": 26590.017464207485, "iteration": 111079, "loss_ce": 0.058689022436738014, "loss_ce_0": 0.5107723921537399, "loss_ce_1": 0.15436627715826035, "loss_ce_2": 0.09560992568731308, "loss_ce_3": 0.07886946573853493, "loss_ce_4": 0.06606106832623482, "loss_ce_5": 0.061193300411105156, "loss_ce_6": 0.06670740246772766, "loss_ce_7": 0.06123642437160015, "loss_ce_8": 0.05530557967722416, "loss_dice": 0.7190796136856079, "loss_dice_0": 0.9225340187549591, "loss_dice_1": 0.7979014217853546, "loss_dice_2": 0.7533174753189087, "loss_dice_3": 0.7720650434494019, "loss_dice_4": 0.7903563380241394, "loss_dice_5": 0.7340750396251678, "loss_dice_6": 0.7484944760799408, "loss_dice_7": 0.856266587972641, "loss_dice_8": 0.8190401792526245, "loss_mask": 0.22064780443906784, "loss_mask_0": 0.24045749753713608, "loss_mask_1": 0.21458016335964203, "loss_mask_2": 0.22238657623529434, "loss_mask_3": 0.21361257880926132, "loss_mask_4": 0.2147366851568222, "loss_mask_5": 0.22317718714475632, "loss_mask_6": 0.2183905616402626, "loss_mask_7": 0.2217283397912979, "loss_mask_8": 0.215199813246727, "lr": 2.5e-05, "rank_data_time": 0.008711019530892372, "time": 0.8051869007758796, "total_loss": 12.239380444400012} +{"data_time": 0.00919196754693985, "eta_seconds": 26588.272526767105, "iteration": 111099, "loss_ce": 0.04552220553159714, "loss_ce_0": 0.41741010546684265, "loss_ce_1": 0.06803229451179504, "loss_ce_2": 0.06780029460787773, "loss_ce_3": 0.06228550523519516, "loss_ce_4": 0.04794252663850784, "loss_ce_5": 0.04413524642586708, "loss_ce_6": 0.04651041515171528, "loss_ce_7": 0.04262549243867397, "loss_ce_8": 0.0455646738409996, "loss_dice": 0.773807168006897, "loss_dice_0": 0.901215136051178, "loss_dice_1": 0.7454995810985565, "loss_dice_2": 0.7223762273788452, "loss_dice_3": 0.7555133104324341, "loss_dice_4": 0.7923185527324677, "loss_dice_5": 0.7481068968772888, "loss_dice_6": 0.7686595916748047, "loss_dice_7": 0.7519433796405792, "loss_dice_8": 0.7587755024433136, "loss_mask": 0.2320304587483406, "loss_mask_0": 0.29111145436763763, "loss_mask_1": 0.25340063869953156, "loss_mask_2": 0.25718338787555695, "loss_mask_3": 0.23113355785608292, "loss_mask_4": 0.23174284398555756, "loss_mask_5": 0.22670138627290726, "loss_mask_6": 0.23121748119592667, "loss_mask_7": 0.2274019494652748, "loss_mask_8": 0.23417115211486816, "lr": 2.5e-05, "rank_data_time": 0.00919196754693985, "time": 0.81107874866575, "total_loss": 10.796931710559875} +{"data_time": 0.009489620104432106, "eta_seconds": 26547.266944525763, "iteration": 111119, "loss_ce": 0.02596236951649189, "loss_ce_0": 0.3979075402021408, "loss_ce_1": 0.06775250099599361, "loss_ce_2": 0.038423703983426094, "loss_ce_3": 0.040167851373553276, "loss_ce_4": 0.03383531887084246, "loss_ce_5": 0.02866501361131668, "loss_ce_6": 0.027661656960844994, "loss_ce_7": 0.026539936661720276, "loss_ce_8": 0.02523820288479328, "loss_dice": 0.6416836082935333, "loss_dice_0": 0.7320522665977478, "loss_dice_1": 0.6405141353607178, "loss_dice_2": 0.618367999792099, "loss_dice_3": 0.6075800657272339, "loss_dice_4": 0.5910363793373108, "loss_dice_5": 0.638342022895813, "loss_dice_6": 0.6231723725795746, "loss_dice_7": 0.6204702258110046, "loss_dice_8": 0.6374527812004089, "loss_mask": 0.27988380193710327, "loss_mask_0": 0.3374107927083969, "loss_mask_1": 0.29258424043655396, "loss_mask_2": 0.27969250082969666, "loss_mask_3": 0.26862744987010956, "loss_mask_4": 0.2565813809633255, "loss_mask_5": 0.26810498535633087, "loss_mask_6": 0.2656099647283554, "loss_mask_7": 0.28244857490062714, "loss_mask_8": 0.274539053440094, "lr": 2.5e-05, "rank_data_time": 0.009489620104432106, "time": 0.7533974563702941, "total_loss": 10.672004292951897} +{"data_time": 0.009504447691142559, "eta_seconds": 26531.73314291984, "iteration": 111139, "loss_ce": 0.10458161681890488, "loss_ce_0": 0.5020227134227753, "loss_ce_1": 0.09203355759382248, "loss_ce_2": 0.15683897584676743, "loss_ce_3": 0.1340273693203926, "loss_ce_4": 0.11772908642888069, "loss_ce_5": 0.10248103365302086, "loss_ce_6": 0.09591776877641678, "loss_ce_7": 0.09603410214185715, "loss_ce_8": 0.09765972197055817, "loss_dice": 0.8075098097324371, "loss_dice_0": 0.9980430006980896, "loss_dice_1": 0.8208487331867218, "loss_dice_2": 0.7860816419124603, "loss_dice_3": 0.7470674812793732, "loss_dice_4": 0.747861236333847, "loss_dice_5": 0.7087697684764862, "loss_dice_6": 0.7461438477039337, "loss_dice_7": 0.7485620975494385, "loss_dice_8": 0.7802729904651642, "loss_mask": 0.21298672258853912, "loss_mask_0": 0.2754468023777008, "loss_mask_1": 0.2427986040711403, "loss_mask_2": 0.22185499221086502, "loss_mask_3": 0.21479599922895432, "loss_mask_4": 0.2131226882338524, "loss_mask_5": 0.21492846310138702, "loss_mask_6": 0.20373307168483734, "loss_mask_7": 0.20438124984502792, "loss_mask_8": 0.2141544446349144, "lr": 2.5e-05, "rank_data_time": 0.009504447691142559, "time": 0.7836200608871877, "total_loss": 12.253010001499206} +{"data_time": 0.009013154078274965, "eta_seconds": 26506.76427707076, "iteration": 111159, "loss_ce": 0.03802903927862644, "loss_ce_0": 0.42337632179260254, "loss_ce_1": 0.08121945708990097, "loss_ce_2": 0.056898729875683784, "loss_ce_3": 0.04717520624399185, "loss_ce_4": 0.04297906905412674, "loss_ce_5": 0.04715154692530632, "loss_ce_6": 0.04682173766195774, "loss_ce_7": 0.04782620631158352, "loss_ce_8": 0.03814271278679371, "loss_dice": 0.6580979824066162, "loss_dice_0": 0.8358868360519409, "loss_dice_1": 0.6085053384304047, "loss_dice_2": 0.5957311391830444, "loss_dice_3": 0.586010217666626, "loss_dice_4": 0.6755003035068512, "loss_dice_5": 0.611446738243103, "loss_dice_6": 0.6202580034732819, "loss_dice_7": 0.616113930940628, "loss_dice_8": 0.5986949503421783, "loss_mask": 0.21758277714252472, "loss_mask_0": 0.2691594362258911, "loss_mask_1": 0.21724088490009308, "loss_mask_2": 0.20287416875362396, "loss_mask_3": 0.21673261374235153, "loss_mask_4": 0.21320020407438278, "loss_mask_5": 0.20719190686941147, "loss_mask_6": 0.21181411296129227, "loss_mask_7": 0.2070908099412918, "loss_mask_8": 0.2107105702161789, "lr": 2.5e-05, "rank_data_time": 0.009013154078274965, "time": 0.7737938654609025, "total_loss": 9.866157343611121} +{"data_time": 0.009558679070323706, "eta_seconds": 26464.843509104103, "iteration": 111179, "loss_ce": 0.046863850206136703, "loss_ce_0": 0.552352249622345, "loss_ce_1": 0.1333901472389698, "loss_ce_2": 0.07892624288797379, "loss_ce_3": 0.06897502020001411, "loss_ce_4": 0.04908540099859238, "loss_ce_5": 0.050154827535152435, "loss_ce_6": 0.045175863429903984, "loss_ce_7": 0.04659045301377773, "loss_ce_8": 0.051889752969145775, "loss_dice": 0.6801389157772064, "loss_dice_0": 0.7871022820472717, "loss_dice_1": 0.6921804249286652, "loss_dice_2": 0.6604510545730591, "loss_dice_3": 0.711169958114624, "loss_dice_4": 0.6999014616012573, "loss_dice_5": 0.6797849535942078, "loss_dice_6": 0.7006538510322571, "loss_dice_7": 0.6639993190765381, "loss_dice_8": 0.686130940914154, "loss_mask": 0.21334293484687805, "loss_mask_0": 0.25943049788475037, "loss_mask_1": 0.2199804112315178, "loss_mask_2": 0.20947260409593582, "loss_mask_3": 0.20711979269981384, "loss_mask_4": 0.2023117020726204, "loss_mask_5": 0.2069413959980011, "loss_mask_6": 0.21261512488126755, "loss_mask_7": 0.2032790631055832, "loss_mask_8": 0.21059396117925644, "lr": 2.5e-05, "rank_data_time": 0.009558679070323706, "time": 0.7611769954673946, "total_loss": 10.507873656228185} +{"data_time": 0.010232236701995134, "eta_seconds": 26496.77368584089, "iteration": 111199, "loss_ce": 0.041640449315309525, "loss_ce_0": 0.43905016779899597, "loss_ce_1": 0.09864060953259468, "loss_ce_2": 0.052862025797367096, "loss_ce_3": 0.04514058120548725, "loss_ce_4": 0.036718592047691345, "loss_ce_5": 0.03963215462863445, "loss_ce_6": 0.04145259037613869, "loss_ce_7": 0.03986288793385029, "loss_ce_8": 0.04026872105896473, "loss_dice": 0.5844092965126038, "loss_dice_0": 0.6935935020446777, "loss_dice_1": 0.584632933139801, "loss_dice_2": 0.6005499958992004, "loss_dice_3": 0.6051908135414124, "loss_dice_4": 0.5735038816928864, "loss_dice_5": 0.5709238648414612, "loss_dice_6": 0.5565981864929199, "loss_dice_7": 0.5385752618312836, "loss_dice_8": 0.571552574634552, "loss_mask": 0.24262673407793045, "loss_mask_0": 0.27205972373485565, "loss_mask_1": 0.2609785795211792, "loss_mask_2": 0.2494371309876442, "loss_mask_3": 0.25278374552726746, "loss_mask_4": 0.24216663092374802, "loss_mask_5": 0.24889196455478668, "loss_mask_6": 0.24535931646823883, "loss_mask_7": 0.2443850412964821, "loss_mask_8": 0.24107497930526733, "lr": 2.5e-05, "rank_data_time": 0.010232236701995134, "time": 0.834891414269805, "total_loss": 9.009983035735786} +{"data_time": 0.010277736000716686, "eta_seconds": 26485.43228365481, "iteration": 111219, "loss_ce": 0.03351306729018688, "loss_ce_0": 0.4997265785932541, "loss_ce_1": 0.07398010045289993, "loss_ce_2": 0.05310113914310932, "loss_ce_3": 0.04624434374272823, "loss_ce_4": 0.037964025512337685, "loss_ce_5": 0.036019960418343544, "loss_ce_6": 0.03432272933423519, "loss_ce_7": 0.033834539353847504, "loss_ce_8": 0.03496260941028595, "loss_dice": 0.6052245199680328, "loss_dice_0": 0.6912325620651245, "loss_dice_1": 0.6385216116905212, "loss_dice_2": 0.6441911458969116, "loss_dice_3": 0.6153927445411682, "loss_dice_4": 0.6165308356285095, "loss_dice_5": 0.6248181462287903, "loss_dice_6": 0.6192705035209656, "loss_dice_7": 0.6069911420345306, "loss_dice_8": 0.6248947083950043, "loss_mask": 0.21744955331087112, "loss_mask_0": 0.24543605744838715, "loss_mask_1": 0.2248213142156601, "loss_mask_2": 0.21404526382684708, "loss_mask_3": 0.2119397446513176, "loss_mask_4": 0.22197473794221878, "loss_mask_5": 0.21798460185527802, "loss_mask_6": 0.21790511906147003, "loss_mask_7": 0.21189239621162415, "loss_mask_8": 0.21186058223247528, "lr": 2.5e-05, "rank_data_time": 0.010277736000716686, "time": 0.8138817339204252, "total_loss": 9.930474139750004} +{"data_time": 0.00917526800185442, "eta_seconds": 26460.813823575154, "iteration": 111239, "loss_ce": 0.05066854506731033, "loss_ce_0": 0.45342743396759033, "loss_ce_1": 0.08110368251800537, "loss_ce_2": 0.08170954510569572, "loss_ce_3": 0.06920520961284637, "loss_ce_4": 0.04716041497886181, "loss_ce_5": 0.06107115186750889, "loss_ce_6": 0.04516087472438812, "loss_ce_7": 0.05584373697638512, "loss_ce_8": 0.054429493844509125, "loss_dice": 0.826284259557724, "loss_dice_0": 0.8496711850166321, "loss_dice_1": 0.829420268535614, "loss_dice_2": 0.85933518409729, "loss_dice_3": 0.7140502333641052, "loss_dice_4": 0.7900610268115997, "loss_dice_5": 0.7848271131515503, "loss_dice_6": 0.7373592853546143, "loss_dice_7": 0.7974841296672821, "loss_dice_8": 0.7574907541275024, "loss_mask": 0.22613807767629623, "loss_mask_0": 0.27833037078380585, "loss_mask_1": 0.2540253698825836, "loss_mask_2": 0.231183722615242, "loss_mask_3": 0.21638672053813934, "loss_mask_4": 0.22969093173742294, "loss_mask_5": 0.2307644784450531, "loss_mask_6": 0.2340204417705536, "loss_mask_7": 0.22709134221076965, "loss_mask_8": 0.23006416112184525, "lr": 2.5e-05, "rank_data_time": 0.00917526800185442, "time": 0.7580617824569345, "total_loss": 11.820107004605234} +{"data_time": 0.00928111094981432, "eta_seconds": 26402.792293373495, "iteration": 111259, "loss_ce": 0.03081471100449562, "loss_ce_0": 0.5252427458763123, "loss_ce_1": 0.09570730105042458, "loss_ce_2": 0.07486289367079735, "loss_ce_3": 0.04191527143120766, "loss_ce_4": 0.04231071099638939, "loss_ce_5": 0.037666475400328636, "loss_ce_6": 0.03300860803574324, "loss_ce_7": 0.032640865072607994, "loss_ce_8": 0.03112345840781927, "loss_dice": 0.6640224754810333, "loss_dice_0": 0.7867366373538971, "loss_dice_1": 0.6939429938793182, "loss_dice_2": 0.7448451220989227, "loss_dice_3": 0.6948801279067993, "loss_dice_4": 0.6504108905792236, "loss_dice_5": 0.6759684681892395, "loss_dice_6": 0.7027833461761475, "loss_dice_7": 0.6915155649185181, "loss_dice_8": 0.6617546081542969, "loss_mask": 0.21000898629426956, "loss_mask_0": 0.2617852985858917, "loss_mask_1": 0.21082109957933426, "loss_mask_2": 0.2228396087884903, "loss_mask_3": 0.2272481694817543, "loss_mask_4": 0.22119178622961044, "loss_mask_5": 0.21393327414989471, "loss_mask_6": 0.2029602751135826, "loss_mask_7": 0.21205611526966095, "loss_mask_8": 0.2099907398223877, "lr": 2.5e-05, "rank_data_time": 0.00928111094981432, "time": 0.7572142230346799, "total_loss": 10.962322891689837} +{"data_time": 0.010069027077406645, "eta_seconds": 26387.279489440843, "iteration": 111279, "loss_ce": 0.09379115700721741, "loss_ce_0": 0.5169575214385986, "loss_ce_1": 0.1811443567276001, "loss_ce_2": 0.15549106895923615, "loss_ce_3": 0.13320624828338623, "loss_ce_4": 0.1144881471991539, "loss_ce_5": 0.11720266193151474, "loss_ce_6": 0.09665671363472939, "loss_ce_7": 0.09339506179094315, "loss_ce_8": 0.09354029595851898, "loss_dice": 0.698354959487915, "loss_dice_0": 0.8236545622348785, "loss_dice_1": 0.7559695839881897, "loss_dice_2": 0.7040654718875885, "loss_dice_3": 0.6884269118309021, "loss_dice_4": 0.6871436536312103, "loss_dice_5": 0.7076748907566071, "loss_dice_6": 0.7296217679977417, "loss_dice_7": 0.7230595052242279, "loss_dice_8": 0.6917714774608612, "loss_mask": 0.23659241944551468, "loss_mask_0": 0.3048733323812485, "loss_mask_1": 0.2595413625240326, "loss_mask_2": 0.24353764951229095, "loss_mask_3": 0.2400243580341339, "loss_mask_4": 0.24044159054756165, "loss_mask_5": 0.24594693630933762, "loss_mask_6": 0.23201379925012589, "loss_mask_7": 0.23646043986082077, "loss_mask_8": 0.23277591913938522, "lr": 2.5e-05, "rank_data_time": 0.010069027077406645, "time": 0.7822052235715091, "total_loss": 12.20812239870429} +{"data_time": 0.009379884228110313, "eta_seconds": 26352.18613035977, "iteration": 111299, "loss_ce": 0.042264917865395546, "loss_ce_0": 0.3617694824934006, "loss_ce_1": 0.08427510596811771, "loss_ce_2": 0.06163128651678562, "loss_ce_3": 0.0514729879796505, "loss_ce_4": 0.0503811240196228, "loss_ce_5": 0.04055711440742016, "loss_ce_6": 0.041370073333382607, "loss_ce_7": 0.040555015206336975, "loss_ce_8": 0.04433711990714073, "loss_dice": 0.6009666323661804, "loss_dice_0": 0.6931225955486298, "loss_dice_1": 0.6904524564743042, "loss_dice_2": 0.6027514040470123, "loss_dice_3": 0.611425369977951, "loss_dice_4": 0.6012811362743378, "loss_dice_5": 0.5887999534606934, "loss_dice_6": 0.603896826505661, "loss_dice_7": 0.5986267924308777, "loss_dice_8": 0.6030282080173492, "loss_mask": 0.219080351293087, "loss_mask_0": 0.27061572670936584, "loss_mask_1": 0.23750843107700348, "loss_mask_2": 0.24173176288604736, "loss_mask_3": 0.22456106543540955, "loss_mask_4": 0.22392578423023224, "loss_mask_5": 0.22536543756723404, "loss_mask_6": 0.21272005140781403, "loss_mask_7": 0.2119070291519165, "loss_mask_8": 0.20926015824079514, "lr": 2.5e-05, "rank_data_time": 0.009379884228110313, "time": 0.7698492906056345, "total_loss": 10.278715895488858} +{"data_time": 0.009988616686314344, "eta_seconds": 26358.54754508473, "iteration": 111319, "loss_ce": 0.07733443938195705, "loss_ce_0": 0.5340216159820557, "loss_ce_1": 0.12299443408846855, "loss_ce_2": 0.12969156354665756, "loss_ce_3": 0.09476951137185097, "loss_ce_4": 0.12413164228200912, "loss_ce_5": 0.12476469576358795, "loss_ce_6": 0.09939941018819809, "loss_ce_7": 0.11600838974118233, "loss_ce_8": 0.08746380917727947, "loss_dice": 0.7303387522697449, "loss_dice_0": 0.7991032004356384, "loss_dice_1": 0.7521000802516937, "loss_dice_2": 0.6825580596923828, "loss_dice_3": 0.7034828662872314, "loss_dice_4": 0.6771914660930634, "loss_dice_5": 0.6660997867584229, "loss_dice_6": 0.6882591247558594, "loss_dice_7": 0.6868468523025513, "loss_dice_8": 0.7126441895961761, "loss_mask": 0.20166905969381332, "loss_mask_0": 0.2249298170208931, "loss_mask_1": 0.19373446702957153, "loss_mask_2": 0.19460725784301758, "loss_mask_3": 0.1918230876326561, "loss_mask_4": 0.19212251901626587, "loss_mask_5": 0.20049668103456497, "loss_mask_6": 0.20589472353458405, "loss_mask_7": 0.2058558613061905, "loss_mask_8": 0.20131681859493256, "lr": 2.5e-05, "rank_data_time": 0.009988616686314344, "time": 0.8296193997375667, "total_loss": 11.637596714310348} +{"data_time": 0.009960027877241373, "eta_seconds": 26324.07091576606, "iteration": 111339, "loss_ce": 0.05639280378818512, "loss_ce_0": 0.4368290901184082, "loss_ce_1": 0.1146819107234478, "loss_ce_2": 0.05782342702150345, "loss_ce_3": 0.054256051778793335, "loss_ce_4": 0.055067988112568855, "loss_ce_5": 0.05313619039952755, "loss_ce_6": 0.05218448303639889, "loss_ce_7": 0.05362929217517376, "loss_ce_8": 0.052700988948345184, "loss_dice": 0.7268792390823364, "loss_dice_0": 0.8278078734874725, "loss_dice_1": 0.7004119753837585, "loss_dice_2": 0.7250838279724121, "loss_dice_3": 0.6665679514408112, "loss_dice_4": 0.7006939649581909, "loss_dice_5": 0.69135981798172, "loss_dice_6": 0.678562581539154, "loss_dice_7": 0.7042087614536285, "loss_dice_8": 0.7377881407737732, "loss_mask": 0.18636328727006912, "loss_mask_0": 0.19870606809854507, "loss_mask_1": 0.18670659512281418, "loss_mask_2": 0.18686486780643463, "loss_mask_3": 0.17307350784540176, "loss_mask_4": 0.17826233059167862, "loss_mask_5": 0.17410682141780853, "loss_mask_6": 0.1861048936843872, "loss_mask_7": 0.18056684732437134, "loss_mask_8": 0.17693287879228592, "lr": 2.5e-05, "rank_data_time": 0.009960027877241373, "time": 0.7579583725892007, "total_loss": 10.9110589614138} +{"data_time": 0.009445954579859972, "eta_seconds": 26301.663651056588, "iteration": 111359, "loss_ce": 0.042777301743626595, "loss_ce_0": 0.4616609811782837, "loss_ce_1": 0.06603771075606346, "loss_ce_2": 0.03930351138114929, "loss_ce_3": 0.035085368901491165, "loss_ce_4": 0.03354293666779995, "loss_ce_5": 0.03930526785552502, "loss_ce_6": 0.04302659444510937, "loss_ce_7": 0.04462830722332001, "loss_ce_8": 0.04367731884121895, "loss_dice": 0.6747561395168304, "loss_dice_0": 0.7737900614738464, "loss_dice_1": 0.6965673863887787, "loss_dice_2": 0.6654181182384491, "loss_dice_3": 0.7026828229427338, "loss_dice_4": 0.6792609095573425, "loss_dice_5": 0.7108058333396912, "loss_dice_6": 0.6555050611495972, "loss_dice_7": 0.6730518937110901, "loss_dice_8": 0.7071790993213654, "loss_mask": 0.22893866896629333, "loss_mask_0": 0.2570093274116516, "loss_mask_1": 0.2430952489376068, "loss_mask_2": 0.2331489771604538, "loss_mask_3": 0.2306259721517563, "loss_mask_4": 0.2640678882598877, "loss_mask_5": 0.25348320603370667, "loss_mask_6": 0.22028733789920807, "loss_mask_7": 0.2211766391992569, "loss_mask_8": 0.22614584863185883, "lr": 2.5e-05, "rank_data_time": 0.009445954579859972, "time": 0.7665273388847709, "total_loss": 10.590782714542001} +{"data_time": 0.009492474608123302, "eta_seconds": 26290.18098652363, "iteration": 111379, "loss_ce": 0.12314986065030098, "loss_ce_0": 0.4999977946281433, "loss_ce_1": 0.12256916239857674, "loss_ce_2": 0.1153513565659523, "loss_ce_3": 0.09090815484523773, "loss_ce_4": 0.12232103943824768, "loss_ce_5": 0.0782667025923729, "loss_ce_6": 0.09810921549797058, "loss_ce_7": 0.10138304904103279, "loss_ce_8": 0.07937292754650116, "loss_dice": 0.7260401844978333, "loss_dice_0": 0.907716691493988, "loss_dice_1": 0.7985499799251556, "loss_dice_2": 0.7624883949756622, "loss_dice_3": 0.7433264255523682, "loss_dice_4": 0.7293833196163177, "loss_dice_5": 0.750406950712204, "loss_dice_6": 0.6983392834663391, "loss_dice_7": 0.7510676383972168, "loss_dice_8": 0.7239213287830353, "loss_mask": 0.24848365783691406, "loss_mask_0": 0.27451106905937195, "loss_mask_1": 0.24577312171459198, "loss_mask_2": 0.2536327913403511, "loss_mask_3": 0.24143695831298828, "loss_mask_4": 0.2394573763012886, "loss_mask_5": 0.2538488656282425, "loss_mask_6": 0.24975834786891937, "loss_mask_7": 0.2390652596950531, "loss_mask_8": 0.24530312418937683, "lr": 2.5e-05, "rank_data_time": 0.009492474608123302, "time": 0.8253028746694326, "total_loss": 12.504512373358011} +{"data_time": 0.009693622589111328, "eta_seconds": 26261.109289107844, "iteration": 111399, "loss_ce": 0.058149781078100204, "loss_ce_0": 0.6358718872070312, "loss_ce_1": 0.12994953989982605, "loss_ce_2": 0.082416832447052, "loss_ce_3": 0.0709635317325592, "loss_ce_4": 0.0865682065486908, "loss_ce_5": 0.0678463913500309, "loss_ce_6": 0.06158864125609398, "loss_ce_7": 0.059298185631632805, "loss_ce_8": 0.057729603722691536, "loss_dice": 0.7284626662731171, "loss_dice_0": 0.8539213538169861, "loss_dice_1": 0.7298372089862823, "loss_dice_2": 0.7360351979732513, "loss_dice_3": 0.6990655958652496, "loss_dice_4": 0.7180538177490234, "loss_dice_5": 0.7093758583068848, "loss_dice_6": 0.7262230813503265, "loss_dice_7": 0.7478200197219849, "loss_dice_8": 0.7281311452388763, "loss_mask": 0.2037537842988968, "loss_mask_0": 0.2538517713546753, "loss_mask_1": 0.22082370519638062, "loss_mask_2": 0.20064394176006317, "loss_mask_3": 0.19494138658046722, "loss_mask_4": 0.1976087987422943, "loss_mask_5": 0.20761412382125854, "loss_mask_6": 0.2121344357728958, "loss_mask_7": 0.20288094878196716, "loss_mask_8": 0.20662911981344223, "lr": 2.5e-05, "rank_data_time": 0.009693622589111328, "time": 0.7579789129085839, "total_loss": 10.830133822746575} +{"data_time": 0.009314145892858505, "eta_seconds": 26236.845716014504, "iteration": 111419, "loss_ce": 0.06756732799112797, "loss_ce_0": 0.655251145362854, "loss_ce_1": 0.1536933034658432, "loss_ce_2": 0.08034485951066017, "loss_ce_3": 0.058760352432727814, "loss_ce_4": 0.05005466006696224, "loss_ce_5": 0.1020408347249031, "loss_ce_6": 0.07382268644869328, "loss_ce_7": 0.06026345305144787, "loss_ce_8": 0.08589864149689674, "loss_dice": 0.7410469949245453, "loss_dice_0": 0.9024873375892639, "loss_dice_1": 0.7559720277786255, "loss_dice_2": 0.7757183611392975, "loss_dice_3": 0.7276036739349365, "loss_dice_4": 0.7531948685646057, "loss_dice_5": 0.722768634557724, "loss_dice_6": 0.7427907884120941, "loss_dice_7": 0.7458990216255188, "loss_dice_8": 0.6984067559242249, "loss_mask": 0.19511854648590088, "loss_mask_0": 0.22809823602437973, "loss_mask_1": 0.21879680454730988, "loss_mask_2": 0.20544084161520004, "loss_mask_3": 0.20409055799245834, "loss_mask_4": 0.2037583440542221, "loss_mask_5": 0.19654599577188492, "loss_mask_6": 0.1964864581823349, "loss_mask_7": 0.1881822645664215, "loss_mask_8": 0.2085741013288498, "lr": 2.5e-05, "rank_data_time": 0.009314145892858505, "time": 0.7620048448443413, "total_loss": 11.631845795549452} +{"data_time": 0.009564287960529327, "eta_seconds": 26230.12272947468, "iteration": 111439, "loss_ce": 0.07306281477212906, "loss_ce_0": 0.5124332010746002, "loss_ce_1": 0.08867425844073296, "loss_ce_2": 0.09135300666093826, "loss_ce_3": 0.0724511370062828, "loss_ce_4": 0.06502996012568474, "loss_ce_5": 0.07034330442547798, "loss_ce_6": 0.06396997906267643, "loss_ce_7": 0.06129474751651287, "loss_ce_8": 0.0597684383392334, "loss_dice": 0.631983757019043, "loss_dice_0": 0.7709667384624481, "loss_dice_1": 0.6950192451477051, "loss_dice_2": 0.6380816102027893, "loss_dice_3": 0.6881024241447449, "loss_dice_4": 0.7039653062820435, "loss_dice_5": 0.6490340828895569, "loss_dice_6": 0.6590307652950287, "loss_dice_7": 0.6321219503879547, "loss_dice_8": 0.6843075156211853, "loss_mask": 0.16353145241737366, "loss_mask_0": 0.20879660546779633, "loss_mask_1": 0.16605763882398605, "loss_mask_2": 0.16736940294504166, "loss_mask_3": 0.16590489447116852, "loss_mask_4": 0.16347722709178925, "loss_mask_5": 0.16318180412054062, "loss_mask_6": 0.16807600855827332, "loss_mask_7": 0.16586943715810776, "loss_mask_8": 0.16839540749788284, "lr": 2.5e-05, "rank_data_time": 0.009564287960529327, "time": 0.8279820093885064, "total_loss": 10.031021680682898} +{"data_time": 0.009311046451330185, "eta_seconds": 26220.450430959463, "iteration": 111459, "loss_ce": 0.06888177990913391, "loss_ce_0": 0.45803116261959076, "loss_ce_1": 0.11070331931114197, "loss_ce_2": 0.07530579157173634, "loss_ce_3": 0.10234222188591957, "loss_ce_4": 0.07788055390119553, "loss_ce_5": 0.06929797492921352, "loss_ce_6": 0.06994466297328472, "loss_ce_7": 0.0761195495724678, "loss_ce_8": 0.07102851942181587, "loss_dice": 0.8308611512184143, "loss_dice_0": 1.016376554965973, "loss_dice_1": 0.8250230252742767, "loss_dice_2": 0.8441556096076965, "loss_dice_3": 0.918482780456543, "loss_dice_4": 0.7687689065933228, "loss_dice_5": 0.8186055421829224, "loss_dice_6": 0.8452304303646088, "loss_dice_7": 0.7853458523750305, "loss_dice_8": 0.8237120509147644, "loss_mask": 0.20739693194627762, "loss_mask_0": 0.24421966075897217, "loss_mask_1": 0.24474171549081802, "loss_mask_2": 0.2376537173986435, "loss_mask_3": 0.2355690598487854, "loss_mask_4": 0.251387819647789, "loss_mask_5": 0.24600709229707718, "loss_mask_6": 0.22213909029960632, "loss_mask_7": 0.2344943955540657, "loss_mask_8": 0.2289401963353157, "lr": 2.5e-05, "rank_data_time": 0.009311046451330185, "time": 0.7528196820057929, "total_loss": 12.638470333069563} +{"data_time": 0.00934554822742939, "eta_seconds": 26204.628752898425, "iteration": 111479, "loss_ce": 0.04775449447333813, "loss_ce_0": 0.40841880440711975, "loss_ce_1": 0.07944796234369278, "loss_ce_2": 0.05464687757194042, "loss_ce_3": 0.06013942509889603, "loss_ce_4": 0.06922697834670544, "loss_ce_5": 0.0661732442677021, "loss_ce_6": 0.05259619280695915, "loss_ce_7": 0.0556325726211071, "loss_ce_8": 0.04385234788060188, "loss_dice": 0.5948807895183563, "loss_dice_0": 0.865935206413269, "loss_dice_1": 0.6167459785938263, "loss_dice_2": 0.6039150655269623, "loss_dice_3": 0.6114869713783264, "loss_dice_4": 0.6173763573169708, "loss_dice_5": 0.6101619303226471, "loss_dice_6": 0.5678515732288361, "loss_dice_7": 0.6143363118171692, "loss_dice_8": 0.5723983347415924, "loss_mask": 0.1861146166920662, "loss_mask_0": 0.20942533016204834, "loss_mask_1": 0.21415498107671738, "loss_mask_2": 0.19834955036640167, "loss_mask_3": 0.1983809992671013, "loss_mask_4": 0.19458657503128052, "loss_mask_5": 0.18923387676477432, "loss_mask_6": 0.18804413825273514, "loss_mask_7": 0.18952033668756485, "loss_mask_8": 0.19570842385292053, "lr": 2.5e-05, "rank_data_time": 0.00934554822742939, "time": 0.7437811749987304, "total_loss": 9.876562603749335} +{"data_time": 0.008828491438180208, "eta_seconds": 26164.6168471314, "iteration": 111499, "loss_ce": 0.07281809486448765, "loss_ce_0": 0.607740968465805, "loss_ce_1": 0.138541579246521, "loss_ce_2": 0.16494792699813843, "loss_ce_3": 0.11387766897678375, "loss_ce_4": 0.09490489959716797, "loss_ce_5": 0.08476652577519417, "loss_ce_6": 0.07769990153610706, "loss_ce_7": 0.07189790159463882, "loss_ce_8": 0.052049171179533005, "loss_dice": 0.7777786254882812, "loss_dice_0": 0.8863748908042908, "loss_dice_1": 0.7599751055240631, "loss_dice_2": 0.7994323968887329, "loss_dice_3": 0.7699069976806641, "loss_dice_4": 0.7674674391746521, "loss_dice_5": 0.7456097304821014, "loss_dice_6": 0.7494137585163116, "loss_dice_7": 0.7620248794555664, "loss_dice_8": 0.7551743686199188, "loss_mask": 0.22359931468963623, "loss_mask_0": 0.2510623633861542, "loss_mask_1": 0.2336663156747818, "loss_mask_2": 0.22552650421857834, "loss_mask_3": 0.21324414014816284, "loss_mask_4": 0.21493762731552124, "loss_mask_5": 0.21614540368318558, "loss_mask_6": 0.2072744444012642, "loss_mask_7": 0.21815244108438492, "loss_mask_8": 0.21763727068901062, "lr": 2.5e-05, "rank_data_time": 0.008828491438180208, "time": 0.7590984669514, "total_loss": 11.840534090995789} +{"data_time": 0.009340515825897455, "eta_seconds": 26140.086167994887, "iteration": 111519, "loss_ce": 0.048557888716459274, "loss_ce_0": 0.4461755156517029, "loss_ce_1": 0.07518307119607925, "loss_ce_2": 0.05812177248299122, "loss_ce_3": 0.07571499422192574, "loss_ce_4": 0.05020442046225071, "loss_ce_5": 0.05643898621201515, "loss_ce_6": 0.045751212164759636, "loss_ce_7": 0.05496481619775295, "loss_ce_8": 0.045165153220295906, "loss_dice": 0.7566163241863251, "loss_dice_0": 0.888371616601944, "loss_dice_1": 0.7901368141174316, "loss_dice_2": 0.7777832746505737, "loss_dice_3": 0.7398995459079742, "loss_dice_4": 0.7754523158073425, "loss_dice_5": 0.7463988959789276, "loss_dice_6": 0.7856336832046509, "loss_dice_7": 0.7766754627227783, "loss_dice_8": 0.754054069519043, "loss_mask": 0.21235866099596024, "loss_mask_0": 0.23914256691932678, "loss_mask_1": 0.2016652598977089, "loss_mask_2": 0.20737997442483902, "loss_mask_3": 0.1942281499505043, "loss_mask_4": 0.19523870944976807, "loss_mask_5": 0.2013164609670639, "loss_mask_6": 0.2002047672867775, "loss_mask_7": 0.20604826509952545, "loss_mask_8": 0.20207849889993668, "lr": 2.5e-05, "rank_data_time": 0.009340515825897455, "time": 0.7886504563502967, "total_loss": 12.299345521256328} +{"data_time": 0.009264851920306683, "eta_seconds": 26114.553301632404, "iteration": 111539, "loss_ce": 0.07736213132739067, "loss_ce_0": 0.6541319191455841, "loss_ce_1": 0.1567266434431076, "loss_ce_2": 0.12402836605906487, "loss_ce_3": 0.09126913174986839, "loss_ce_4": 0.10048858076334, "loss_ce_5": 0.13489273190498352, "loss_ce_6": 0.09718268364667892, "loss_ce_7": 0.1255100928246975, "loss_ce_8": 0.09302151575684547, "loss_dice": 0.6569763720035553, "loss_dice_0": 0.8172791600227356, "loss_dice_1": 0.7041777968406677, "loss_dice_2": 0.7246732115745544, "loss_dice_3": 0.7079944908618927, "loss_dice_4": 0.6900028884410858, "loss_dice_5": 0.7282659411430359, "loss_dice_6": 0.6826265454292297, "loss_dice_7": 0.6916027367115021, "loss_dice_8": 0.6811335384845734, "loss_mask": 0.1950804889202118, "loss_mask_0": 0.24360988289117813, "loss_mask_1": 0.1944289281964302, "loss_mask_2": 0.1920996606349945, "loss_mask_3": 0.18718506395816803, "loss_mask_4": 0.19354557245969772, "loss_mask_5": 0.18965491652488708, "loss_mask_6": 0.19285234808921814, "loss_mask_7": 0.19920995086431503, "loss_mask_8": 0.19228527694940567, "lr": 2.5e-05, "rank_data_time": 0.009264851920306683, "time": 0.756954331882298, "total_loss": 11.014363300055265} +{"data_time": 0.009434781968593597, "eta_seconds": 26094.580678176135, "iteration": 111559, "loss_ce": 0.09822817519307137, "loss_ce_0": 0.5937803685665131, "loss_ce_1": 0.17809665203094482, "loss_ce_2": 0.1341693252325058, "loss_ce_3": 0.1162824034690857, "loss_ce_4": 0.09035588800907135, "loss_ce_5": 0.09134674444794655, "loss_ce_6": 0.09908705949783325, "loss_ce_7": 0.09688008576631546, "loss_ce_8": 0.08766895532608032, "loss_dice": 0.7770955264568329, "loss_dice_0": 0.9791227877140045, "loss_dice_1": 0.7955004572868347, "loss_dice_2": 0.7934166193008423, "loss_dice_3": 0.7725711762905121, "loss_dice_4": 0.7450876533985138, "loss_dice_5": 0.7701904475688934, "loss_dice_6": 0.7844241261482239, "loss_dice_7": 0.7838358283042908, "loss_dice_8": 0.8292989134788513, "loss_mask": 0.21411863714456558, "loss_mask_0": 0.24004612118005753, "loss_mask_1": 0.22388163954019547, "loss_mask_2": 0.22207368165254593, "loss_mask_3": 0.21995121240615845, "loss_mask_4": 0.20814543217420578, "loss_mask_5": 0.2116580605506897, "loss_mask_6": 0.2157999649643898, "loss_mask_7": 0.21877698600292206, "loss_mask_8": 0.21594788134098053, "lr": 2.5e-05, "rank_data_time": 0.009434781968593597, "time": 0.7718306151218712, "total_loss": 12.608306884765625} +{"data_time": 0.008629390969872475, "eta_seconds": 26087.066145334393, "iteration": 111579, "loss_ce": 0.04101904109120369, "loss_ce_0": 0.3365265727043152, "loss_ce_1": 0.07982229813933372, "loss_ce_2": 0.076533954590559, "loss_ce_3": 0.056125884875655174, "loss_ce_4": 0.045288603752851486, "loss_ce_5": 0.05093977227807045, "loss_ce_6": 0.04132683202624321, "loss_ce_7": 0.041226813569664955, "loss_ce_8": 0.04051607847213745, "loss_dice": 0.6340765058994293, "loss_dice_0": 0.772869884967804, "loss_dice_1": 0.7050975263118744, "loss_dice_2": 0.6707229614257812, "loss_dice_3": 0.641138345003128, "loss_dice_4": 0.6380595266819, "loss_dice_5": 0.6730590760707855, "loss_dice_6": 0.6431252062320709, "loss_dice_7": 0.6604715585708618, "loss_dice_8": 0.6618066132068634, "loss_mask": 0.2347167581319809, "loss_mask_0": 0.2793978750705719, "loss_mask_1": 0.2474994957447052, "loss_mask_2": 0.25189634412527084, "loss_mask_3": 0.240038700401783, "loss_mask_4": 0.23114004731178284, "loss_mask_5": 0.2374008223414421, "loss_mask_6": 0.23400895297527313, "loss_mask_7": 0.23919378966093063, "loss_mask_8": 0.23336993902921677, "lr": 2.5e-05, "rank_data_time": 0.008629390969872475, "time": 0.8278649738058448, "total_loss": 10.089510040357709} +{"data_time": 0.009677693713456392, "eta_seconds": 26065.444705216214, "iteration": 111599, "loss_ce": 0.05319080501794815, "loss_ce_0": 0.4669894427061081, "loss_ce_1": 0.10259401425719261, "loss_ce_2": 0.07728081569075584, "loss_ce_3": 0.07078578695654869, "loss_ce_4": 0.05987894348800182, "loss_ce_5": 0.06037730909883976, "loss_ce_6": 0.052745455875992775, "loss_ce_7": 0.05226805433630943, "loss_ce_8": 0.06919442117214203, "loss_dice": 0.6933614909648895, "loss_dice_0": 0.8870651125907898, "loss_dice_1": 0.7447975277900696, "loss_dice_2": 0.7587964832782745, "loss_dice_3": 0.6985285580158234, "loss_dice_4": 0.7660689651966095, "loss_dice_5": 0.7158905267715454, "loss_dice_6": 0.7624013125896454, "loss_dice_7": 0.734460175037384, "loss_dice_8": 0.7240651249885559, "loss_mask": 0.19665661454200745, "loss_mask_0": 0.267023503780365, "loss_mask_1": 0.1956029161810875, "loss_mask_2": 0.19487768411636353, "loss_mask_3": 0.19168229401111603, "loss_mask_4": 0.19497007876634598, "loss_mask_5": 0.18989347666502, "loss_mask_6": 0.19479504972696304, "loss_mask_7": 0.19408807158470154, "loss_mask_8": 0.19543657451868057, "lr": 2.5e-05, "rank_data_time": 0.009677693713456392, "time": 0.7586620254442096, "total_loss": 10.230819715186954} +{"data_time": 0.009757733903825283, "eta_seconds": 26040.556560009718, "iteration": 111619, "loss_ce": 0.06801760941743851, "loss_ce_0": 0.4096650183200836, "loss_ce_1": 0.09504549577832222, "loss_ce_2": 0.08793795108795166, "loss_ce_3": 0.06913486123085022, "loss_ce_4": 0.058913158252835274, "loss_ce_5": 0.0711424145847559, "loss_ce_6": 0.07016228511929512, "loss_ce_7": 0.059378551319241524, "loss_ce_8": 0.06727585755288601, "loss_dice": 0.6980916857719421, "loss_dice_0": 0.781150609254837, "loss_dice_1": 0.6921131908893585, "loss_dice_2": 0.728922963142395, "loss_dice_3": 0.6978548467159271, "loss_dice_4": 0.7107988595962524, "loss_dice_5": 0.6560680866241455, "loss_dice_6": 0.6905329823493958, "loss_dice_7": 0.7140161693096161, "loss_dice_8": 0.64804807305336, "loss_mask": 0.26758620142936707, "loss_mask_0": 0.2766226530075073, "loss_mask_1": 0.25614188611507416, "loss_mask_2": 0.25786277651786804, "loss_mask_3": 0.26745933294296265, "loss_mask_4": 0.258993998169899, "loss_mask_5": 0.26860250532627106, "loss_mask_6": 0.2667381018400192, "loss_mask_7": 0.2703331857919693, "loss_mask_8": 0.2692645192146301, "lr": 2.5e-05, "rank_data_time": 0.009757733903825283, "time": 0.7707416331395507, "total_loss": 11.71660608612001} +{"data_time": 0.009942175820469856, "eta_seconds": 26028.660485185683, "iteration": 111639, "loss_ce": 0.05189317278563976, "loss_ce_0": 0.5912054181098938, "loss_ce_1": 0.11162450909614563, "loss_ce_2": 0.09241130203008652, "loss_ce_3": 0.06254612654447556, "loss_ce_4": 0.06178795360028744, "loss_ce_5": 0.060442954301834106, "loss_ce_6": 0.06439662724733353, "loss_ce_7": 0.05684126168489456, "loss_ce_8": 0.061859311535954475, "loss_dice": 0.7530903220176697, "loss_dice_0": 0.8856675326824188, "loss_dice_1": 0.797712653875351, "loss_dice_2": 0.7849914133548737, "loss_dice_3": 0.7654604315757751, "loss_dice_4": 0.7699081599712372, "loss_dice_5": 0.7731974124908447, "loss_dice_6": 0.7766032516956329, "loss_dice_7": 0.794666200876236, "loss_dice_8": 0.7721731960773468, "loss_mask": 0.20364698767662048, "loss_mask_0": 0.2589258700609207, "loss_mask_1": 0.22411461919546127, "loss_mask_2": 0.20229467004537582, "loss_mask_3": 0.20077398419380188, "loss_mask_4": 0.20771396905183792, "loss_mask_5": 0.20580358803272247, "loss_mask_6": 0.20475753396749496, "loss_mask_7": 0.20325316488742828, "loss_mask_8": 0.19670110195875168, "lr": 2.5e-05, "rank_data_time": 0.009942175820469856, "time": 0.8116610827855766, "total_loss": 12.1906749419868} +{"data_time": 0.009346204809844494, "eta_seconds": 26007.460563015193, "iteration": 111659, "loss_ce": 0.06915549002587795, "loss_ce_0": 0.5277894288301468, "loss_ce_1": 0.14278890192508698, "loss_ce_2": 0.11520902812480927, "loss_ce_3": 0.09386367164552212, "loss_ce_4": 0.07631785608828068, "loss_ce_5": 0.094708152115345, "loss_ce_6": 0.06544169038534164, "loss_ce_7": 0.06609524600207806, "loss_ce_8": 0.07596860267221928, "loss_dice": 0.7093216180801392, "loss_dice_0": 0.9601583182811737, "loss_dice_1": 0.7897424697875977, "loss_dice_2": 0.789110004901886, "loss_dice_3": 0.7272891998291016, "loss_dice_4": 0.7192387878894806, "loss_dice_5": 0.7429149746894836, "loss_dice_6": 0.7411909699440002, "loss_dice_7": 0.6940480768680573, "loss_dice_8": 0.7040455937385559, "loss_mask": 0.24820099025964737, "loss_mask_0": 0.28239281475543976, "loss_mask_1": 0.24215904623270035, "loss_mask_2": 0.24418120831251144, "loss_mask_3": 0.24285076558589935, "loss_mask_4": 0.24204226583242416, "loss_mask_5": 0.23356995731592178, "loss_mask_6": 0.23769161105155945, "loss_mask_7": 0.24644268304109573, "loss_mask_8": 0.24735639989376068, "lr": 2.5e-05, "rank_data_time": 0.009346204809844494, "time": 0.797906291205436, "total_loss": 12.067841193638742} +{"data_time": 0.009560300968587399, "eta_seconds": 25973.27460409142, "iteration": 111679, "loss_ce": 0.05361809767782688, "loss_ce_0": 0.480884850025177, "loss_ce_1": 0.1255122646689415, "loss_ce_2": 0.09194770455360413, "loss_ce_3": 0.06359849497675896, "loss_ce_4": 0.08843503147363663, "loss_ce_5": 0.058921655640006065, "loss_ce_6": 0.0498415045440197, "loss_ce_7": 0.05129803344607353, "loss_ce_8": 0.05275176092982292, "loss_dice": 0.6977405250072479, "loss_dice_0": 0.7221941947937012, "loss_dice_1": 0.716096818447113, "loss_dice_2": 0.6931450963020325, "loss_dice_3": 0.7087470591068268, "loss_dice_4": 0.7354797124862671, "loss_dice_5": 0.698492705821991, "loss_dice_6": 0.6870462000370026, "loss_dice_7": 0.6807887554168701, "loss_dice_8": 0.7334002256393433, "loss_mask": 0.2038528099656105, "loss_mask_0": 0.27357305586338043, "loss_mask_1": 0.20472969859838486, "loss_mask_2": 0.21418792754411697, "loss_mask_3": 0.21747788786888123, "loss_mask_4": 0.19809474050998688, "loss_mask_5": 0.20434922724962234, "loss_mask_6": 0.20445656031370163, "loss_mask_7": 0.1951918825507164, "loss_mask_8": 0.19754624366760254, "lr": 2.5e-05, "rank_data_time": 0.009560300968587399, "time": 0.7659575245343149, "total_loss": 10.768979534506798} +{"data_time": 0.009332484565675259, "eta_seconds": 25914.255713671446, "iteration": 111699, "loss_ce": 0.07691222801804543, "loss_ce_0": 0.6017543077468872, "loss_ce_1": 0.15740139782428741, "loss_ce_2": 0.09638727083802223, "loss_ce_3": 0.09428270161151886, "loss_ce_4": 0.07498148083686829, "loss_ce_5": 0.07327330112457275, "loss_ce_6": 0.07876604050397873, "loss_ce_7": 0.07349452376365662, "loss_ce_8": 0.07584555819630623, "loss_dice": 0.7158212661743164, "loss_dice_0": 0.885328859090805, "loss_dice_1": 0.8032818138599396, "loss_dice_2": 0.7972105741500854, "loss_dice_3": 0.7572307884693146, "loss_dice_4": 0.7383509278297424, "loss_dice_5": 0.756398618221283, "loss_dice_6": 0.7578251361846924, "loss_dice_7": 0.7509740889072418, "loss_dice_8": 0.7221554219722748, "loss_mask": 0.2027910128235817, "loss_mask_0": 0.24636638909578323, "loss_mask_1": 0.21562431752681732, "loss_mask_2": 0.20891404151916504, "loss_mask_3": 0.20223230868577957, "loss_mask_4": 0.20557504147291183, "loss_mask_5": 0.2101256623864174, "loss_mask_6": 0.20600281655788422, "loss_mask_7": 0.20384900271892548, "loss_mask_8": 0.20288418978452682, "lr": 2.5e-05, "rank_data_time": 0.009332484565675259, "time": 0.7556563937105238, "total_loss": 11.588529165834188} +{"data_time": 0.009622064884752035, "eta_seconds": 25882.18413677998, "iteration": 111719, "loss_ce": 0.0506251510232687, "loss_ce_0": 0.4444876164197922, "loss_ce_1": 0.0749678984284401, "loss_ce_2": 0.06665229052305222, "loss_ce_3": 0.052518729120492935, "loss_ce_4": 0.05242674797773361, "loss_ce_5": 0.06014683470129967, "loss_ce_6": 0.05009525641798973, "loss_ce_7": 0.04962300509214401, "loss_ce_8": 0.04929353483021259, "loss_dice": 0.6999660432338715, "loss_dice_0": 0.8303748369216919, "loss_dice_1": 0.7618678510189056, "loss_dice_2": 0.7325673997402191, "loss_dice_3": 0.7363872826099396, "loss_dice_4": 0.7302616834640503, "loss_dice_5": 0.7518216669559479, "loss_dice_6": 0.6727495491504669, "loss_dice_7": 0.7357511818408966, "loss_dice_8": 0.7157522737979889, "loss_mask": 0.211349256336689, "loss_mask_0": 0.29448212683200836, "loss_mask_1": 0.23464355617761612, "loss_mask_2": 0.22770127654075623, "loss_mask_3": 0.22705478221178055, "loss_mask_4": 0.22486572712659836, "loss_mask_5": 0.2188134491443634, "loss_mask_6": 0.21951404213905334, "loss_mask_7": 0.22214391082525253, "loss_mask_8": 0.22155456244945526, "lr": 2.5e-05, "rank_data_time": 0.009622064884752035, "time": 0.7603075201623142, "total_loss": 11.633301601745188} +{"data_time": 0.009802165441215038, "eta_seconds": 25851.99426027015, "iteration": 111739, "loss_ce": 0.07129912078380585, "loss_ce_0": 0.4025382250547409, "loss_ce_1": 0.09752088412642479, "loss_ce_2": 0.09808172285556793, "loss_ce_3": 0.08796077594161034, "loss_ce_4": 0.08490663021802902, "loss_ce_5": 0.07084240950644016, "loss_ce_6": 0.07166741974651814, "loss_ce_7": 0.07136817090213299, "loss_ce_8": 0.07109943777322769, "loss_dice": 0.5770553350448608, "loss_dice_0": 0.7570649087429047, "loss_dice_1": 0.5926693677902222, "loss_dice_2": 0.6131620705127716, "loss_dice_3": 0.5995623469352722, "loss_dice_4": 0.5586605668067932, "loss_dice_5": 0.564211517572403, "loss_dice_6": 0.5897940397262573, "loss_dice_7": 0.5693535506725311, "loss_dice_8": 0.5839164853096008, "loss_mask": 0.2643989026546478, "loss_mask_0": 0.2914331555366516, "loss_mask_1": 0.2603079080581665, "loss_mask_2": 0.26349587738513947, "loss_mask_3": 0.25056010484695435, "loss_mask_4": 0.2518205940723419, "loss_mask_5": 0.26265865564346313, "loss_mask_6": 0.26252445578575134, "loss_mask_7": 0.2614983022212982, "loss_mask_8": 0.2590172439813614, "lr": 2.5e-05, "rank_data_time": 0.009802165441215038, "time": 0.7562008425593376, "total_loss": 10.02054705657065} +{"data_time": 0.009928920771926641, "eta_seconds": 25817.771299062297, "iteration": 111759, "loss_ce": 0.07452776283025742, "loss_ce_0": 0.5279646813869476, "loss_ce_1": 0.1475781798362732, "loss_ce_2": 0.12065080553293228, "loss_ce_3": 0.09723040461540222, "loss_ce_4": 0.08272554352879524, "loss_ce_5": 0.10283423215150833, "loss_ce_6": 0.07661913335323334, "loss_ce_7": 0.1048661433160305, "loss_ce_8": 0.08613962307572365, "loss_dice": 0.7816372513771057, "loss_dice_0": 0.9026179909706116, "loss_dice_1": 0.8262102007865906, "loss_dice_2": 0.7599175572395325, "loss_dice_3": 0.8001253306865692, "loss_dice_4": 0.809687465429306, "loss_dice_5": 0.8202669024467468, "loss_dice_6": 0.7304494678974152, "loss_dice_7": 0.8193037807941437, "loss_dice_8": 0.7808636128902435, "loss_mask": 0.18365871906280518, "loss_mask_0": 0.23424148559570312, "loss_mask_1": 0.18646745383739471, "loss_mask_2": 0.19066623598337173, "loss_mask_3": 0.185611791908741, "loss_mask_4": 0.20023024082183838, "loss_mask_5": 0.18764252215623856, "loss_mask_6": 0.18738628178834915, "loss_mask_7": 0.18792428076267242, "loss_mask_8": 0.1863260120153427, "lr": 2.5e-05, "rank_data_time": 0.009928920771926641, "time": 0.7591869146563113, "total_loss": 12.59096759930253} +{"data_time": 0.009681809693574905, "eta_seconds": 25785.82867797464, "iteration": 111779, "loss_ce": 0.10317537188529968, "loss_ce_0": 0.547217845916748, "loss_ce_1": 0.1295647695660591, "loss_ce_2": 0.1280488185584545, "loss_ce_3": 0.11945988237857819, "loss_ce_4": 0.13028933107852936, "loss_ce_5": 0.1257641240954399, "loss_ce_6": 0.13151627033948898, "loss_ce_7": 0.1096036471426487, "loss_ce_8": 0.10323800891637802, "loss_dice": 0.6779436767101288, "loss_dice_0": 0.8849754333496094, "loss_dice_1": 0.780705451965332, "loss_dice_2": 0.7750741541385651, "loss_dice_3": 0.6926153004169464, "loss_dice_4": 0.7280748188495636, "loss_dice_5": 0.720155268907547, "loss_dice_6": 0.6814709305763245, "loss_dice_7": 0.6484127044677734, "loss_dice_8": 0.72075554728508, "loss_mask": 0.2469501495361328, "loss_mask_0": 0.28192804753780365, "loss_mask_1": 0.24309682846069336, "loss_mask_2": 0.25569626688957214, "loss_mask_3": 0.24830876290798187, "loss_mask_4": 0.2521789073944092, "loss_mask_5": 0.2478991597890854, "loss_mask_6": 0.2527245581150055, "loss_mask_7": 0.2527407929301262, "loss_mask_8": 0.25104309618473053, "lr": 2.5e-05, "rank_data_time": 0.009681809693574905, "time": 0.7424367414787412, "total_loss": 11.20452697435394} +{"data_time": 0.009428448043763638, "eta_seconds": 25785.925822798163, "iteration": 111799, "loss_ce": 0.044094186276197433, "loss_ce_0": 0.48980115354061127, "loss_ce_1": 0.07089096307754517, "loss_ce_2": 0.06165234372019768, "loss_ce_3": 0.06357390992343426, "loss_ce_4": 0.05021463334560394, "loss_ce_5": 0.04252350889146328, "loss_ce_6": 0.042974358424544334, "loss_ce_7": 0.0502074733376503, "loss_ce_8": 0.03956015035510063, "loss_dice": 0.7223356664180756, "loss_dice_0": 0.7624932527542114, "loss_dice_1": 0.703120768070221, "loss_dice_2": 0.6697746217250824, "loss_dice_3": 0.7157360315322876, "loss_dice_4": 0.6572622656822205, "loss_dice_5": 0.6807858645915985, "loss_dice_6": 0.6972524523735046, "loss_dice_7": 0.6816652417182922, "loss_dice_8": 0.7070283591747284, "loss_mask": 0.1914137899875641, "loss_mask_0": 0.216441810131073, "loss_mask_1": 0.20060577988624573, "loss_mask_2": 0.19190124422311783, "loss_mask_3": 0.18902066349983215, "loss_mask_4": 0.18519020825624466, "loss_mask_5": 0.18086008727550507, "loss_mask_6": 0.19203591346740723, "loss_mask_7": 0.19054817408323288, "loss_mask_8": 0.1879943087697029, "lr": 2.5e-05, "rank_data_time": 0.009428448043763638, "time": 0.8254468352533877, "total_loss": 10.587249712087214} +{"data_time": 0.009091686457395554, "eta_seconds": 25759.668608531356, "iteration": 111819, "loss_ce": 0.0359170064330101, "loss_ce_0": 0.49025069177150726, "loss_ce_1": 0.0816381610929966, "loss_ce_2": 0.05735440365970135, "loss_ce_3": 0.046361181885004044, "loss_ce_4": 0.04338173754513264, "loss_ce_5": 0.04027780145406723, "loss_ce_6": 0.04039745219051838, "loss_ce_7": 0.03969013877213001, "loss_ce_8": 0.0365423709154129, "loss_dice": 0.7246743142604828, "loss_dice_0": 0.8573906421661377, "loss_dice_1": 0.7280725240707397, "loss_dice_2": 0.7271613776683807, "loss_dice_3": 0.7487824261188507, "loss_dice_4": 0.7317595779895782, "loss_dice_5": 0.7621115744113922, "loss_dice_6": 0.7101414203643799, "loss_dice_7": 0.746826708316803, "loss_dice_8": 0.7244797646999359, "loss_mask": 0.18002450466156006, "loss_mask_0": 0.2070385217666626, "loss_mask_1": 0.1714673861861229, "loss_mask_2": 0.17708400636911392, "loss_mask_3": 0.18249809741973877, "loss_mask_4": 0.17575883865356445, "loss_mask_5": 0.17921537160873413, "loss_mask_6": 0.17889969050884247, "loss_mask_7": 0.17651809751987457, "loss_mask_8": 0.17765265703201294, "lr": 2.5e-05, "rank_data_time": 0.009091686457395554, "time": 0.7587500223889947, "total_loss": 10.053793464554474} +{"data_time": 0.009595163632184267, "eta_seconds": 25744.280514977872, "iteration": 111839, "loss_ce": 0.042143439874053, "loss_ce_0": 0.468659445643425, "loss_ce_1": 0.08096294105052948, "loss_ce_2": 0.05588943138718605, "loss_ce_3": 0.046205075457692146, "loss_ce_4": 0.04217362962663174, "loss_ce_5": 0.04271289147436619, "loss_ce_6": 0.03845873102545738, "loss_ce_7": 0.04232409596443176, "loss_ce_8": 0.04090012051165104, "loss_dice": 0.6393274962902069, "loss_dice_0": 0.7932841777801514, "loss_dice_1": 0.653410404920578, "loss_dice_2": 0.6964641809463501, "loss_dice_3": 0.6156889498233795, "loss_dice_4": 0.6239274144172668, "loss_dice_5": 0.6851399838924408, "loss_dice_6": 0.6466937065124512, "loss_dice_7": 0.6361067295074463, "loss_dice_8": 0.6265740990638733, "loss_mask": 0.2010706439614296, "loss_mask_0": 0.2341710552573204, "loss_mask_1": 0.2042456567287445, "loss_mask_2": 0.19787832349538803, "loss_mask_3": 0.20071669667959213, "loss_mask_4": 0.20642518997192383, "loss_mask_5": 0.20799320936203003, "loss_mask_6": 0.20227154344320297, "loss_mask_7": 0.20986082404851913, "loss_mask_8": 0.19803204387426376, "lr": 2.5e-05, "rank_data_time": 0.009595163632184267, "time": 0.7570409006439149, "total_loss": 9.848997657187283} +{"data_time": 0.008944104425609112, "eta_seconds": 25667.10233643651, "iteration": 111859, "loss_ce": 0.05954183451831341, "loss_ce_0": 0.6008223593235016, "loss_ce_1": 0.10651899129152298, "loss_ce_2": 0.09989612177014351, "loss_ce_3": 0.08217695727944374, "loss_ce_4": 0.07401875033974648, "loss_ce_5": 0.07739881239831448, "loss_ce_6": 0.0683146920055151, "loss_ce_7": 0.06559420563280582, "loss_ce_8": 0.05196933448314667, "loss_dice": 0.6982722878456116, "loss_dice_0": 0.8447864055633545, "loss_dice_1": 0.710873007774353, "loss_dice_2": 0.7242782711982727, "loss_dice_3": 0.7332266867160797, "loss_dice_4": 0.718440055847168, "loss_dice_5": 0.6737050414085388, "loss_dice_6": 0.7334671318531036, "loss_dice_7": 0.7086799144744873, "loss_dice_8": 0.7411496639251709, "loss_mask": 0.19692599773406982, "loss_mask_0": 0.2753027379512787, "loss_mask_1": 0.19108808785676956, "loss_mask_2": 0.2139398753643036, "loss_mask_3": 0.19835425913333893, "loss_mask_4": 0.18949279189109802, "loss_mask_5": 0.17800527811050415, "loss_mask_6": 0.1960674375295639, "loss_mask_7": 0.18888750672340393, "loss_mask_8": 0.1951257586479187, "lr": 2.5e-05, "rank_data_time": 0.008944104425609112, "time": 0.7513661398552358, "total_loss": 11.896786618977785} +{"data_time": 0.009147956501692533, "eta_seconds": 25651.751198675483, "iteration": 111879, "loss_ce": 0.04838439263403416, "loss_ce_0": 0.467838853597641, "loss_ce_1": 0.10833131521940231, "loss_ce_2": 0.06044704467058182, "loss_ce_3": 0.05130193382501602, "loss_ce_4": 0.04665323719382286, "loss_ce_5": 0.044321006163954735, "loss_ce_6": 0.04584655351936817, "loss_ce_7": 0.04592399671673775, "loss_ce_8": 0.04400872252881527, "loss_dice": 0.7422783076763153, "loss_dice_0": 0.8497242629528046, "loss_dice_1": 0.71466463804245, "loss_dice_2": 0.7614365220069885, "loss_dice_3": 0.7064793407917023, "loss_dice_4": 0.7512772381305695, "loss_dice_5": 0.7223770022392273, "loss_dice_6": 0.7289432883262634, "loss_dice_7": 0.6797677278518677, "loss_dice_8": 0.6853900253772736, "loss_mask": 0.29447637498378754, "loss_mask_0": 0.3031848222017288, "loss_mask_1": 0.28446245193481445, "loss_mask_2": 0.3000950962305069, "loss_mask_3": 0.30829598009586334, "loss_mask_4": 0.2945762127637863, "loss_mask_5": 0.3104747384786606, "loss_mask_6": 0.30167077481746674, "loss_mask_7": 0.29344940185546875, "loss_mask_8": 0.29554611444473267, "lr": 2.5e-05, "rank_data_time": 0.009147956501692533, "time": 0.7773555852472782, "total_loss": 11.384125407785177} +{"data_time": 0.009745731018483639, "eta_seconds": 25624.75883970037, "iteration": 111899, "loss_ce": 0.08467572554945946, "loss_ce_0": 0.6353178322315216, "loss_ce_1": 0.163534976541996, "loss_ce_2": 0.15361684560775757, "loss_ce_3": 0.07617662474513054, "loss_ce_4": 0.0907733105123043, "loss_ce_5": 0.08208620175719261, "loss_ce_6": 0.09665615856647491, "loss_ce_7": 0.08078700676560402, "loss_ce_8": 0.10666421055793762, "loss_dice": 0.8253284394741058, "loss_dice_0": 1.0375391840934753, "loss_dice_1": 0.8409510552883148, "loss_dice_2": 0.8968024849891663, "loss_dice_3": 0.8617640137672424, "loss_dice_4": 0.8277837336063385, "loss_dice_5": 0.7911065518856049, "loss_dice_6": 0.8585332036018372, "loss_dice_7": 0.8339210152626038, "loss_dice_8": 0.8284715116024017, "loss_mask": 0.2683037519454956, "loss_mask_0": 0.29483404755592346, "loss_mask_1": 0.30351319909095764, "loss_mask_2": 0.281936913728714, "loss_mask_3": 0.26591622829437256, "loss_mask_4": 0.26531605422496796, "loss_mask_5": 0.27577075362205505, "loss_mask_6": 0.27366872131824493, "loss_mask_7": 0.2683895230293274, "loss_mask_8": 0.27076371014118195, "lr": 2.5e-05, "rank_data_time": 0.009745731018483639, "time": 0.755999053362757, "total_loss": 12.995096314698458} +{"data_time": 0.009312162641435862, "eta_seconds": 25609.41467273049, "iteration": 111919, "loss_ce": 0.05841343104839325, "loss_ce_0": 0.43380720913410187, "loss_ce_1": 0.09576531499624252, "loss_ce_2": 0.08951996639370918, "loss_ce_3": 0.06332878768444061, "loss_ce_4": 0.06591961160302162, "loss_ce_5": 0.05928070470690727, "loss_ce_6": 0.06051512807607651, "loss_ce_7": 0.059966957196593285, "loss_ce_8": 0.058916497975587845, "loss_dice": 0.7567426562309265, "loss_dice_0": 0.8869295418262482, "loss_dice_1": 0.8044398725032806, "loss_dice_2": 0.7156016230583191, "loss_dice_3": 0.7543218433856964, "loss_dice_4": 0.7594718337059021, "loss_dice_5": 0.7916967272758484, "loss_dice_6": 0.7838447391986847, "loss_dice_7": 0.7472657263278961, "loss_dice_8": 0.7075057327747345, "loss_mask": 0.18139152973890305, "loss_mask_0": 0.26344601809978485, "loss_mask_1": 0.21687708050012589, "loss_mask_2": 0.19184839725494385, "loss_mask_3": 0.1992984563112259, "loss_mask_4": 0.1924905851483345, "loss_mask_5": 0.18722748756408691, "loss_mask_6": 0.19269593805074692, "loss_mask_7": 0.1889772191643715, "loss_mask_8": 0.18121645599603653, "lr": 2.5e-05, "rank_data_time": 0.009312162641435862, "time": 0.7643604520708323, "total_loss": 11.101451899856329} +{"data_time": 0.009193545207381248, "eta_seconds": 25577.374160774052, "iteration": 111939, "loss_ce": 0.08432360738515854, "loss_ce_0": 0.6093117594718933, "loss_ce_1": 0.09448789805173874, "loss_ce_2": 0.13449165225028992, "loss_ce_3": 0.07540766522288322, "loss_ce_4": 0.08058924600481987, "loss_ce_5": 0.0991143025457859, "loss_ce_6": 0.08100449293851852, "loss_ce_7": 0.07926473394036293, "loss_ce_8": 0.08854733034968376, "loss_dice": 0.7957905232906342, "loss_dice_0": 0.954668790102005, "loss_dice_1": 0.7910992801189423, "loss_dice_2": 0.7976155579090118, "loss_dice_3": 0.8465262055397034, "loss_dice_4": 0.8090333044528961, "loss_dice_5": 0.8319999873638153, "loss_dice_6": 0.8271609544754028, "loss_dice_7": 0.8331357836723328, "loss_dice_8": 0.765678733587265, "loss_mask": 0.178681381046772, "loss_mask_0": 0.21430693566799164, "loss_mask_1": 0.18916087597608566, "loss_mask_2": 0.18060479313135147, "loss_mask_3": 0.1842118725180626, "loss_mask_4": 0.1790383830666542, "loss_mask_5": 0.18066632002592087, "loss_mask_6": 0.18089673668146133, "loss_mask_7": 0.1795976459980011, "loss_mask_8": 0.18451207131147385, "lr": 2.5e-05, "rank_data_time": 0.009193545207381248, "time": 0.7630529096350074, "total_loss": 11.107018494978547} +{"data_time": 0.008963559288531542, "eta_seconds": 25553.103480404243, "iteration": 111959, "loss_ce": 0.042548831552267075, "loss_ce_0": 0.41649407148361206, "loss_ce_1": 0.10513284802436829, "loss_ce_2": 0.07035324349999428, "loss_ce_3": 0.059176262468099594, "loss_ce_4": 0.06299733743071556, "loss_ce_5": 0.04695292189717293, "loss_ce_6": 0.04528912901878357, "loss_ce_7": 0.043325355276465416, "loss_ce_8": 0.04184434190392494, "loss_dice": 0.6625507175922394, "loss_dice_0": 0.7554500102996826, "loss_dice_1": 0.7010585367679596, "loss_dice_2": 0.6785292029380798, "loss_dice_3": 0.6278989911079407, "loss_dice_4": 0.6568914651870728, "loss_dice_5": 0.6716156601905823, "loss_dice_6": 0.6700038015842438, "loss_dice_7": 0.6409120261669159, "loss_dice_8": 0.6674424111843109, "loss_mask": 0.2432059496641159, "loss_mask_0": 0.28116708993911743, "loss_mask_1": 0.25469426810741425, "loss_mask_2": 0.24922680854797363, "loss_mask_3": 0.24231119453907013, "loss_mask_4": 0.2548857182264328, "loss_mask_5": 0.24539056420326233, "loss_mask_6": 0.24845722317695618, "loss_mask_7": 0.2430218905210495, "loss_mask_8": 0.24300339072942734, "lr": 2.5e-05, "rank_data_time": 0.008963559288531542, "time": 0.7573178638704121, "total_loss": 10.320440185256302} +{"data_time": 0.009201627224683762, "eta_seconds": 25520.587546397, "iteration": 111979, "loss_ce": 0.054705047979950905, "loss_ce_0": 0.5176081657409668, "loss_ce_1": 0.16782981157302856, "loss_ce_2": 0.14217299968004227, "loss_ce_3": 0.1022569090127945, "loss_ce_4": 0.06920087523758411, "loss_ce_5": 0.08428114652633667, "loss_ce_6": 0.05362410470843315, "loss_ce_7": 0.049126047641038895, "loss_ce_8": 0.056796638295054436, "loss_dice": 0.7121025025844574, "loss_dice_0": 0.8312634527683258, "loss_dice_1": 0.706309974193573, "loss_dice_2": 0.634322315454483, "loss_dice_3": 0.7010735273361206, "loss_dice_4": 0.7711816430091858, "loss_dice_5": 0.773863822221756, "loss_dice_6": 0.7188922166824341, "loss_dice_7": 0.7536792159080505, "loss_dice_8": 0.7020907700061798, "loss_mask": 0.16886437684297562, "loss_mask_0": 0.2125207781791687, "loss_mask_1": 0.1795090213418007, "loss_mask_2": 0.17468517273664474, "loss_mask_3": 0.17371520400047302, "loss_mask_4": 0.17118354886770248, "loss_mask_5": 0.17020714282989502, "loss_mask_6": 0.1907125860452652, "loss_mask_7": 0.19251514226198196, "loss_mask_8": 0.19636765122413635, "lr": 2.5e-05, "rank_data_time": 0.009201627224683762, "time": 0.7955404459498823, "total_loss": 11.832630779594183} +{"data_time": 0.008715931791812181, "eta_seconds": 25490.157403657213, "iteration": 111999, "loss_ce": 0.047218041494488716, "loss_ce_0": 0.553207516670227, "loss_ce_1": 0.10498017445206642, "loss_ce_2": 0.057356130331754684, "loss_ce_3": 0.04951116815209389, "loss_ce_4": 0.04763508588075638, "loss_ce_5": 0.03960217349231243, "loss_ce_6": 0.046724602580070496, "loss_ce_7": 0.04459698870778084, "loss_ce_8": 0.04985305294394493, "loss_dice": 0.6130919456481934, "loss_dice_0": 0.7804183065891266, "loss_dice_1": 0.651091456413269, "loss_dice_2": 0.644978255033493, "loss_dice_3": 0.6314191520214081, "loss_dice_4": 0.611858606338501, "loss_dice_5": 0.642112523317337, "loss_dice_6": 0.6323695778846741, "loss_dice_7": 0.6373802423477173, "loss_dice_8": 0.6310567557811737, "loss_mask": 0.19505485147237778, "loss_mask_0": 0.23761728405952454, "loss_mask_1": 0.2043585628271103, "loss_mask_2": 0.20233143866062164, "loss_mask_3": 0.191036157310009, "loss_mask_4": 0.19558747857809067, "loss_mask_5": 0.19563160836696625, "loss_mask_6": 0.20421618968248367, "loss_mask_7": 0.20329082012176514, "loss_mask_8": 0.19084718823432922, "lr": 2.5e-05, "rank_data_time": 0.008715931791812181, "time": 0.7576859565451741, "total_loss": 9.72054141946137} +{"data_time": 0.009194125887006521, "eta_seconds": 25489.95058655739, "iteration": 112019, "loss_ce": 0.0487041100859642, "loss_ce_0": 0.45224998891353607, "loss_ce_1": 0.08362649753689766, "loss_ce_2": 0.06595846638083458, "loss_ce_3": 0.0746755301952362, "loss_ce_4": 0.057023728266358376, "loss_ce_5": 0.05172154866158962, "loss_ce_6": 0.04809268191456795, "loss_ce_7": 0.07036509923636913, "loss_ce_8": 0.04765914939343929, "loss_dice": 0.7614600658416748, "loss_dice_0": 0.8665279746055603, "loss_dice_1": 0.8194936513900757, "loss_dice_2": 0.7612247169017792, "loss_dice_3": 0.78734290599823, "loss_dice_4": 0.797062873840332, "loss_dice_5": 0.7237587571144104, "loss_dice_6": 0.7405048608779907, "loss_dice_7": 0.7305007576942444, "loss_dice_8": 0.7278530299663544, "loss_mask": 0.17368681728839874, "loss_mask_0": 0.20290003716945648, "loss_mask_1": 0.1754605397582054, "loss_mask_2": 0.16187188029289246, "loss_mask_3": 0.17556717991828918, "loss_mask_4": 0.17537152022123337, "loss_mask_5": 0.17288190126419067, "loss_mask_6": 0.17615795880556107, "loss_mask_7": 0.1756351962685585, "loss_mask_8": 0.17858844250440598, "lr": 2.5e-05, "rank_data_time": 0.009194125887006521, "time": 0.7876771031878889, "total_loss": 10.73889831546694} +{"data_time": 0.00902871135622263, "eta_seconds": 25492.581585040316, "iteration": 112039, "loss_ce": 0.09089813753962517, "loss_ce_0": 0.6472268104553223, "loss_ce_1": 0.15912161767482758, "loss_ce_2": 0.12467215210199356, "loss_ce_3": 0.1172657236456871, "loss_ce_4": 0.0973467007279396, "loss_ce_5": 0.10022512078285217, "loss_ce_6": 0.10760673135519028, "loss_ce_7": 0.10385164991021156, "loss_ce_8": 0.10462237149477005, "loss_dice": 0.7480918169021606, "loss_dice_0": 0.8634395897388458, "loss_dice_1": 0.8092043697834015, "loss_dice_2": 0.7688354849815369, "loss_dice_3": 0.7652402818202972, "loss_dice_4": 0.735002875328064, "loss_dice_5": 0.7186738550662994, "loss_dice_6": 0.7341790199279785, "loss_dice_7": 0.7609851062297821, "loss_dice_8": 0.7605178356170654, "loss_mask": 0.19168414175510406, "loss_mask_0": 0.2788266986608505, "loss_mask_1": 0.2273578867316246, "loss_mask_2": 0.200773686170578, "loss_mask_3": 0.1916448175907135, "loss_mask_4": 0.18622472137212753, "loss_mask_5": 0.19381478428840637, "loss_mask_6": 0.19829146564006805, "loss_mask_7": 0.18840811401605606, "loss_mask_8": 0.19838299602270126, "lr": 2.5e-05, "rank_data_time": 0.00902871135622263, "time": 0.7817123737186193, "total_loss": 11.690022498369217} +{"data_time": 0.008773563895374537, "eta_seconds": 25485.369217749685, "iteration": 112059, "loss_ce": 0.061924977228045464, "loss_ce_0": 0.363701656460762, "loss_ce_1": 0.10104072839021683, "loss_ce_2": 0.07294635474681854, "loss_ce_3": 0.07687608525156975, "loss_ce_4": 0.07228799536824226, "loss_ce_5": 0.0658684391528368, "loss_ce_6": 0.06335772573947906, "loss_ce_7": 0.06153348088264465, "loss_ce_8": 0.06221584603190422, "loss_dice": 0.6795836687088013, "loss_dice_0": 0.8173229694366455, "loss_dice_1": 0.753149151802063, "loss_dice_2": 0.7000102996826172, "loss_dice_3": 0.7159531712532043, "loss_dice_4": 0.7330577671527863, "loss_dice_5": 0.6692629754543304, "loss_dice_6": 0.7064890265464783, "loss_dice_7": 0.6639164686203003, "loss_dice_8": 0.6924422681331635, "loss_mask": 0.2565948963165283, "loss_mask_0": 0.31063906848430634, "loss_mask_1": 0.25921881943941116, "loss_mask_2": 0.24627605825662613, "loss_mask_3": 0.2640734314918518, "loss_mask_4": 0.2548036575317383, "loss_mask_5": 0.24829301238059998, "loss_mask_6": 0.25055623054504395, "loss_mask_7": 0.25409479439258575, "loss_mask_8": 0.25778044760227203, "lr": 2.5e-05, "rank_data_time": 0.008773563895374537, "time": 0.7581176673993468, "total_loss": 11.244177838787436} +{"data_time": 0.009104045573621988, "eta_seconds": 25498.70077431202, "iteration": 112079, "loss_ce": 0.07533365860581398, "loss_ce_0": 0.5936691164970398, "loss_ce_1": 0.1317058727145195, "loss_ce_2": 0.12300203740596771, "loss_ce_3": 0.10497209802269936, "loss_ce_4": 0.07766405865550041, "loss_ce_5": 0.07822128757834435, "loss_ce_6": 0.08122899383306503, "loss_ce_7": 0.08872109651565552, "loss_ce_8": 0.07937299460172653, "loss_dice": 0.7586260437965393, "loss_dice_0": 0.9618216156959534, "loss_dice_1": 0.8421384394168854, "loss_dice_2": 0.7991334497928619, "loss_dice_3": 0.7812755405902863, "loss_dice_4": 0.7595963478088379, "loss_dice_5": 0.7798901200294495, "loss_dice_6": 0.7235033512115479, "loss_dice_7": 0.7652782797813416, "loss_dice_8": 0.8040607571601868, "loss_mask": 0.23938384652137756, "loss_mask_0": 0.2884162813425064, "loss_mask_1": 0.27797839045524597, "loss_mask_2": 0.256363645195961, "loss_mask_3": 0.24079609662294388, "loss_mask_4": 0.2436581254005432, "loss_mask_5": 0.2433338314294815, "loss_mask_6": 0.24194583296775818, "loss_mask_7": 0.24533864855766296, "loss_mask_8": 0.24201352149248123, "lr": 2.5e-05, "rank_data_time": 0.009104045573621988, "time": 0.818768763449043, "total_loss": 12.147313944995403} +{"data_time": 0.00871050264686346, "eta_seconds": 25498.05367756635, "iteration": 112099, "loss_ce": 0.060824399814009666, "loss_ce_0": 0.3785232901573181, "loss_ce_1": 0.07906801626086235, "loss_ce_2": 0.07776044681668282, "loss_ce_3": 0.07279109582304955, "loss_ce_4": 0.0715990886092186, "loss_ce_5": 0.07202833890914917, "loss_ce_6": 0.07523457705974579, "loss_ce_7": 0.06986252963542938, "loss_ce_8": 0.06185503490269184, "loss_dice": 0.775386244058609, "loss_dice_0": 0.8833827078342438, "loss_dice_1": 0.7861997187137604, "loss_dice_2": 0.7588968276977539, "loss_dice_3": 0.7376413345336914, "loss_dice_4": 0.7405738234519958, "loss_dice_5": 0.724962443113327, "loss_dice_6": 0.7201621830463409, "loss_dice_7": 0.7603232264518738, "loss_dice_8": 0.7476710975170135, "loss_mask": 0.27177028357982635, "loss_mask_0": 0.3136889338493347, "loss_mask_1": 0.28238222002983093, "loss_mask_2": 0.27972570061683655, "loss_mask_3": 0.2541389614343643, "loss_mask_4": 0.26048988103866577, "loss_mask_5": 0.27415014803409576, "loss_mask_6": 0.2669133096933365, "loss_mask_7": 0.25203699618577957, "loss_mask_8": 0.24922046065330505, "lr": 2.5e-05, "rank_data_time": 0.00871050264686346, "time": 0.8392133740708232, "total_loss": 11.351931501179934} +{"data_time": 0.009035006165504456, "eta_seconds": 25541.9477423653, "iteration": 112119, "loss_ce": 0.1136455349624157, "loss_ce_0": 0.5081019997596741, "loss_ce_1": 0.1408907249569893, "loss_ce_2": 0.11829733103513718, "loss_ce_3": 0.09362944215536118, "loss_ce_4": 0.06313350982964039, "loss_ce_5": 0.07018380984663963, "loss_ce_6": 0.06309149973094463, "loss_ce_7": 0.0666327252984047, "loss_ce_8": 0.0649326853454113, "loss_dice": 0.7332335114479065, "loss_dice_0": 0.8286259770393372, "loss_dice_1": 0.7367638349533081, "loss_dice_2": 0.7038724422454834, "loss_dice_3": 0.722434937953949, "loss_dice_4": 0.6979189515113831, "loss_dice_5": 0.7242585718631744, "loss_dice_6": 0.7052662074565887, "loss_dice_7": 0.7207210659980774, "loss_dice_8": 0.7242321968078613, "loss_mask": 0.21935835480690002, "loss_mask_0": 0.2633161246776581, "loss_mask_1": 0.2415447235107422, "loss_mask_2": 0.22536423802375793, "loss_mask_3": 0.22507279366254807, "loss_mask_4": 0.2210499346256256, "loss_mask_5": 0.22599181532859802, "loss_mask_6": 0.22200604528188705, "loss_mask_7": 0.2207488864660263, "loss_mask_8": 0.2227446436882019, "lr": 2.5e-05, "rank_data_time": 0.009035006165504456, "time": 0.815354734659195, "total_loss": 11.720448180101812} +{"data_time": 0.009109358303248882, "eta_seconds": 25530.08045082912, "iteration": 112139, "loss_ce": 0.07005530968308449, "loss_ce_0": 0.4779498428106308, "loss_ce_1": 0.10865867882966995, "loss_ce_2": 0.09231142327189445, "loss_ce_3": 0.040485214442014694, "loss_ce_4": 0.03739102929830551, "loss_ce_5": 0.06573902815580368, "loss_ce_6": 0.07861300185322762, "loss_ce_7": 0.05941723845899105, "loss_ce_8": 0.07744463160634041, "loss_dice": 0.7094337940216064, "loss_dice_0": 0.8129121363162994, "loss_dice_1": 0.7591100335121155, "loss_dice_2": 0.7656495273113251, "loss_dice_3": 0.7178263664245605, "loss_dice_4": 0.6803252100944519, "loss_dice_5": 0.7340326309204102, "loss_dice_6": 0.7179984450340271, "loss_dice_7": 0.7268398404121399, "loss_dice_8": 0.7163727283477783, "loss_mask": 0.20015166699886322, "loss_mask_0": 0.2291332706809044, "loss_mask_1": 0.21182513236999512, "loss_mask_2": 0.20729906857013702, "loss_mask_3": 0.20378121733665466, "loss_mask_4": 0.21682119369506836, "loss_mask_5": 0.21185170114040375, "loss_mask_6": 0.20494382083415985, "loss_mask_7": 0.20494209229946136, "loss_mask_8": 0.20233407616615295, "lr": 2.5e-05, "rank_data_time": 0.009109358303248882, "time": 0.801336120814085, "total_loss": 11.210617273114622} +{"data_time": 0.009337181691080332, "eta_seconds": 25542.37772224471, "iteration": 112159, "loss_ce": 0.043198591098189354, "loss_ce_0": 0.4869399070739746, "loss_ce_1": 0.08406998962163925, "loss_ce_2": 0.06042802520096302, "loss_ce_3": 0.04889134131371975, "loss_ce_4": 0.0496517401188612, "loss_ce_5": 0.04840254224836826, "loss_ce_6": 0.04468035697937012, "loss_ce_7": 0.04335744306445122, "loss_ce_8": 0.04498398303985596, "loss_dice": 0.7034458518028259, "loss_dice_0": 0.7686172425746918, "loss_dice_1": 0.7543255388736725, "loss_dice_2": 0.731801450252533, "loss_dice_3": 0.7029106318950653, "loss_dice_4": 0.6945360004901886, "loss_dice_5": 0.7599279284477234, "loss_dice_6": 0.6987482905387878, "loss_dice_7": 0.704421877861023, "loss_dice_8": 0.6892845034599304, "loss_mask": 0.1822109818458557, "loss_mask_0": 0.2163308784365654, "loss_mask_1": 0.19295572489500046, "loss_mask_2": 0.18074506521224976, "loss_mask_3": 0.17058800905942917, "loss_mask_4": 0.1801500767469406, "loss_mask_5": 0.18000593036413193, "loss_mask_6": 0.17927786707878113, "loss_mask_7": 0.18135914206504822, "loss_mask_8": 0.1740233302116394, "lr": 2.5e-05, "rank_data_time": 0.009337181691080332, "time": 0.8240367732942104, "total_loss": 10.33366399537772} +{"data_time": 0.00936830509454012, "eta_seconds": 25622.01005525887, "iteration": 112179, "loss_ce": 0.03615126572549343, "loss_ce_0": 0.508114829659462, "loss_ce_1": 0.07414820045232773, "loss_ce_2": 0.0690295621752739, "loss_ce_3": 0.04535028897225857, "loss_ce_4": 0.03573809936642647, "loss_ce_5": 0.03649812191724777, "loss_ce_6": 0.040294017642736435, "loss_ce_7": 0.03704999387264252, "loss_ce_8": 0.034993963316082954, "loss_dice": 0.6404883861541748, "loss_dice_0": 0.7645690143108368, "loss_dice_1": 0.7329602837562561, "loss_dice_2": 0.7360191345214844, "loss_dice_3": 0.6525936126708984, "loss_dice_4": 0.6754872500896454, "loss_dice_5": 0.6575903594493866, "loss_dice_6": 0.6568034589290619, "loss_dice_7": 0.6493420600891113, "loss_dice_8": 0.6464048326015472, "loss_mask": 0.22818085551261902, "loss_mask_0": 0.22781526297330856, "loss_mask_1": 0.2464478835463524, "loss_mask_2": 0.22890164703130722, "loss_mask_3": 0.21923702210187912, "loss_mask_4": 0.21474751085042953, "loss_mask_5": 0.21484483778476715, "loss_mask_6": 0.21982942521572113, "loss_mask_7": 0.22582338005304337, "loss_mask_8": 0.22145926207304, "lr": 2.5e-05, "rank_data_time": 0.00936830509454012, "time": 0.826536760199815, "total_loss": 10.924080401659012} +{"data_time": 0.00932740280404687, "eta_seconds": 25561.137906601653, "iteration": 112199, "loss_ce": 0.10170010477304459, "loss_ce_0": 0.5462403297424316, "loss_ce_1": 0.16125205904245377, "loss_ce_2": 0.13630275800824165, "loss_ce_3": 0.08511323109269142, "loss_ce_4": 0.08134305104613304, "loss_ce_5": 0.1000676341354847, "loss_ce_6": 0.08162559941411018, "loss_ce_7": 0.09425732493400574, "loss_ce_8": 0.08790207654237747, "loss_dice": 0.8131318688392639, "loss_dice_0": 0.9277229905128479, "loss_dice_1": 0.7420831918716431, "loss_dice_2": 0.8291528224945068, "loss_dice_3": 0.8006999492645264, "loss_dice_4": 0.6900986135005951, "loss_dice_5": 0.7281171083450317, "loss_dice_6": 0.7490929961204529, "loss_dice_7": 0.7479283511638641, "loss_dice_8": 0.7731681168079376, "loss_mask": 0.21114425361156464, "loss_mask_0": 0.21666783094406128, "loss_mask_1": 0.20648496598005295, "loss_mask_2": 0.20683017373085022, "loss_mask_3": 0.21190623939037323, "loss_mask_4": 0.2136376053094864, "loss_mask_5": 0.21002459526062012, "loss_mask_6": 0.2085040733218193, "loss_mask_7": 0.20518288761377335, "loss_mask_8": 0.20194121450185776, "lr": 2.5e-05, "rank_data_time": 0.00932740280404687, "time": 0.7741805575788021, "total_loss": 11.77737382054329} +{"data_time": 0.008916595950722694, "eta_seconds": 25505.177958179265, "iteration": 112219, "loss_ce": 0.041098229587078094, "loss_ce_0": 0.4041554629802704, "loss_ce_1": 0.06280042417347431, "loss_ce_2": 0.04091990552842617, "loss_ce_3": 0.041250839829444885, "loss_ce_4": 0.040884196758270264, "loss_ce_5": 0.033716133795678616, "loss_ce_6": 0.03239045385271311, "loss_ce_7": 0.03552735969424248, "loss_ce_8": 0.03481712006032467, "loss_dice": 0.716151237487793, "loss_dice_0": 0.8142170011997223, "loss_dice_1": 0.6748061180114746, "loss_dice_2": 0.7225176095962524, "loss_dice_3": 0.6576268076896667, "loss_dice_4": 0.7225620746612549, "loss_dice_5": 0.7185617387294769, "loss_dice_6": 0.714547723531723, "loss_dice_7": 0.7410277128219604, "loss_dice_8": 0.7273242175579071, "loss_mask": 0.17688804864883423, "loss_mask_0": 0.25811173021793365, "loss_mask_1": 0.1885335072875023, "loss_mask_2": 0.1969102919101715, "loss_mask_3": 0.18355504423379898, "loss_mask_4": 0.17525994777679443, "loss_mask_5": 0.17062507569789886, "loss_mask_6": 0.17174449563026428, "loss_mask_7": 0.17819738388061523, "loss_mask_8": 0.17446791380643845, "lr": 2.5e-05, "rank_data_time": 0.008916595950722694, "time": 0.762605372350663, "total_loss": 11.065052086021751} +{"data_time": 0.009416128974407911, "eta_seconds": 25489.75765711628, "iteration": 112239, "loss_ce": 0.07382514327764511, "loss_ce_0": 0.590150386095047, "loss_ce_1": 0.21540725231170654, "loss_ce_2": 0.12209740653634071, "loss_ce_3": 0.0828322097659111, "loss_ce_4": 0.09586862102150917, "loss_ce_5": 0.11849013343453407, "loss_ce_6": 0.0804365985095501, "loss_ce_7": 0.0796578899025917, "loss_ce_8": 0.07605419307947159, "loss_dice": 0.7283771336078644, "loss_dice_0": 0.8553839027881622, "loss_dice_1": 0.7022864520549774, "loss_dice_2": 0.727961927652359, "loss_dice_3": 0.7056901156902313, "loss_dice_4": 0.6994784474372864, "loss_dice_5": 0.7079382538795471, "loss_dice_6": 0.7429742515087128, "loss_dice_7": 0.8029283583164215, "loss_dice_8": 0.7514754235744476, "loss_mask": 0.19819339364767075, "loss_mask_0": 0.2123357579112053, "loss_mask_1": 0.20596466958522797, "loss_mask_2": 0.1799992471933365, "loss_mask_3": 0.17672273516654968, "loss_mask_4": 0.18241584300994873, "loss_mask_5": 0.1822405457496643, "loss_mask_6": 0.1785644292831421, "loss_mask_7": 0.19532659649848938, "loss_mask_8": 0.19893477112054825, "lr": 2.5e-05, "rank_data_time": 0.009416128974407911, "time": 0.7677936940453947, "total_loss": 11.869305124506354} +{"data_time": 0.009386388584971428, "eta_seconds": 25547.53395244479, "iteration": 112259, "loss_ce": 0.047264229506254196, "loss_ce_0": 0.44485101103782654, "loss_ce_1": 0.07703806087374687, "loss_ce_2": 0.06545219197869301, "loss_ce_3": 0.04638784937560558, "loss_ce_4": 0.04005051776766777, "loss_ce_5": 0.039881061762571335, "loss_ce_6": 0.04613889008760452, "loss_ce_7": 0.041133418679237366, "loss_ce_8": 0.04467935301363468, "loss_dice": 0.6734717786312103, "loss_dice_0": 0.8058356046676636, "loss_dice_1": 0.6979421079158783, "loss_dice_2": 0.6962791085243225, "loss_dice_3": 0.732385665178299, "loss_dice_4": 0.6853317022323608, "loss_dice_5": 0.6955327987670898, "loss_dice_6": 0.6910693645477295, "loss_dice_7": 0.7178860306739807, "loss_dice_8": 0.6566905677318573, "loss_mask": 0.23322288691997528, "loss_mask_0": 0.3111899197101593, "loss_mask_1": 0.23335672914981842, "loss_mask_2": 0.24197930842638016, "loss_mask_3": 0.2417454719543457, "loss_mask_4": 0.24281440675258636, "loss_mask_5": 0.23766610026359558, "loss_mask_6": 0.24506491422653198, "loss_mask_7": 0.23569995164871216, "loss_mask_8": 0.23552405834197998, "lr": 2.5e-05, "rank_data_time": 0.009386388584971428, "time": 0.7946098134852946, "total_loss": 11.265824603382498} +{"data_time": 0.009800246451050043, "eta_seconds": 25542.855441318825, "iteration": 112279, "loss_ce": 0.06440300866961479, "loss_ce_0": 0.6071021854877472, "loss_ce_1": 0.1413791924715042, "loss_ce_2": 0.12185633182525635, "loss_ce_3": 0.10397003963589668, "loss_ce_4": 0.123442891985178, "loss_ce_5": 0.06776947900652885, "loss_ce_6": 0.06403546407818794, "loss_ce_7": 0.10353972390294075, "loss_ce_8": 0.06777728348970413, "loss_dice": 0.7397929131984711, "loss_dice_0": 0.9935170412063599, "loss_dice_1": 0.8650908470153809, "loss_dice_2": 0.8193067312240601, "loss_dice_3": 0.7597924470901489, "loss_dice_4": 0.7572007179260254, "loss_dice_5": 0.7834995090961456, "loss_dice_6": 0.7646033763885498, "loss_dice_7": 0.8015866577625275, "loss_dice_8": 0.7746238112449646, "loss_mask": 0.2002839893102646, "loss_mask_0": 0.2614257335662842, "loss_mask_1": 0.21899878978729248, "loss_mask_2": 0.2104097083210945, "loss_mask_3": 0.1999945193529129, "loss_mask_4": 0.19922853261232376, "loss_mask_5": 0.20416074991226196, "loss_mask_6": 0.19840915501117706, "loss_mask_7": 0.19948159158229828, "loss_mask_8": 0.20414694398641586, "lr": 2.5e-05, "rank_data_time": 0.009800246451050043, "time": 0.7780717904679477, "total_loss": 12.831938046962023} +{"data_time": 0.009767475072294474, "eta_seconds": 25534.655526280403, "iteration": 112299, "loss_ce": 0.06971696019172668, "loss_ce_0": 0.4561227560043335, "loss_ce_1": 0.11189631000161171, "loss_ce_2": 0.08418528735637665, "loss_ce_3": 0.08838358893990517, "loss_ce_4": 0.07185469567775726, "loss_ce_5": 0.07941470295190811, "loss_ce_6": 0.06451269052922726, "loss_ce_7": 0.07426180690526962, "loss_ce_8": 0.06793811172246933, "loss_dice": 0.680966854095459, "loss_dice_0": 0.8311999142169952, "loss_dice_1": 0.6993943154811859, "loss_dice_2": 0.693423330783844, "loss_dice_3": 0.7186989784240723, "loss_dice_4": 0.6923025548458099, "loss_dice_5": 0.6938793063163757, "loss_dice_6": 0.7060875594615936, "loss_dice_7": 0.7009483873844147, "loss_dice_8": 0.681128054857254, "loss_mask": 0.21779627352952957, "loss_mask_0": 0.3336334675550461, "loss_mask_1": 0.23947960883378983, "loss_mask_2": 0.2293981835246086, "loss_mask_3": 0.22778058052062988, "loss_mask_4": 0.2298862487077713, "loss_mask_5": 0.23329034447669983, "loss_mask_6": 0.21907619386911392, "loss_mask_7": 0.23084904998540878, "loss_mask_8": 0.21712728589773178, "lr": 2.5e-05, "rank_data_time": 0.009767475072294474, "time": 0.7719621364958584, "total_loss": 10.763616051524878} +{"data_time": 0.009216117672622204, "eta_seconds": 25475.15595715493, "iteration": 112319, "loss_ce": 0.06057642959058285, "loss_ce_0": 0.39303794503211975, "loss_ce_1": 0.1286875084042549, "loss_ce_2": 0.13293543830513954, "loss_ce_3": 0.056003762409090996, "loss_ce_4": 0.05073997192084789, "loss_ce_5": 0.061695829033851624, "loss_ce_6": 0.061137858778238297, "loss_ce_7": 0.050249747931957245, "loss_ce_8": 0.060452455654740334, "loss_dice": 0.6550798118114471, "loss_dice_0": 0.8406966328620911, "loss_dice_1": 0.681048572063446, "loss_dice_2": 0.6725416779518127, "loss_dice_3": 0.6216422021389008, "loss_dice_4": 0.6484024226665497, "loss_dice_5": 0.6115989983081818, "loss_dice_6": 0.6806148588657379, "loss_dice_7": 0.6371044814586639, "loss_dice_8": 0.7012889683246613, "loss_mask": 0.18939150124788284, "loss_mask_0": 0.25805947184562683, "loss_mask_1": 0.19454948604106903, "loss_mask_2": 0.19029583781957626, "loss_mask_3": 0.19235818088054657, "loss_mask_4": 0.1963198259472847, "loss_mask_5": 0.19216780364513397, "loss_mask_6": 0.18782860040664673, "loss_mask_7": 0.1927444040775299, "loss_mask_8": 0.19632629305124283, "lr": 2.5e-05, "rank_data_time": 0.009216117672622204, "time": 0.7667522644624114, "total_loss": 10.002638122066855} +{"data_time": 0.009045730344951153, "eta_seconds": 25496.442015320063, "iteration": 112339, "loss_ce": 0.03885046765208244, "loss_ce_0": 0.4647615998983383, "loss_ce_1": 0.1130588911473751, "loss_ce_2": 0.08061145432293415, "loss_ce_3": 0.06112144887447357, "loss_ce_4": 0.05166750028729439, "loss_ce_5": 0.04452899098396301, "loss_ce_6": 0.040521040558815, "loss_ce_7": 0.04154372774064541, "loss_ce_8": 0.03743786737322807, "loss_dice": 0.6245540976524353, "loss_dice_0": 0.7191954553127289, "loss_dice_1": 0.6373456716537476, "loss_dice_2": 0.6085300743579865, "loss_dice_3": 0.6328728795051575, "loss_dice_4": 0.6150607764720917, "loss_dice_5": 0.5914436876773834, "loss_dice_6": 0.6118464171886444, "loss_dice_7": 0.6231531500816345, "loss_dice_8": 0.618615984916687, "loss_mask": 0.18882039189338684, "loss_mask_0": 0.24637293070554733, "loss_mask_1": 0.19635269045829773, "loss_mask_2": 0.1831790804862976, "loss_mask_3": 0.19386962056159973, "loss_mask_4": 0.18976278603076935, "loss_mask_5": 0.20235681533813477, "loss_mask_6": 0.19775721430778503, "loss_mask_7": 0.198996901512146, "loss_mask_8": 0.19782644510269165, "lr": 2.5e-05, "rank_data_time": 0.009045730344951153, "time": 0.7817833088338375, "total_loss": 10.67572705540806} +{"data_time": 0.00924596143886447, "eta_seconds": 25491.356876883656, "iteration": 112359, "loss_ce": 0.04562014155089855, "loss_ce_0": 0.5012847632169724, "loss_ce_1": 0.13583530858159065, "loss_ce_2": 0.12129976972937584, "loss_ce_3": 0.066982451826334, "loss_ce_4": 0.07271535322070122, "loss_ce_5": 0.08982377499341965, "loss_ce_6": 0.05808174051344395, "loss_ce_7": 0.0673145093023777, "loss_ce_8": 0.06190078146755695, "loss_dice": 0.798056036233902, "loss_dice_0": 0.8187360465526581, "loss_dice_1": 0.8093492984771729, "loss_dice_2": 0.7360575199127197, "loss_dice_3": 0.7356968820095062, "loss_dice_4": 0.7788741588592529, "loss_dice_5": 0.7359612882137299, "loss_dice_6": 0.7689831554889679, "loss_dice_7": 0.736789733171463, "loss_dice_8": 0.7654843032360077, "loss_mask": 0.18102654069662094, "loss_mask_0": 0.22856466472148895, "loss_mask_1": 0.20782530307769775, "loss_mask_2": 0.19040547311306, "loss_mask_3": 0.18176431208848953, "loss_mask_4": 0.1822594851255417, "loss_mask_5": 0.18173516541719437, "loss_mask_6": 0.17718259990215302, "loss_mask_7": 0.18157865852117538, "loss_mask_8": 0.17524835467338562, "lr": 2.5e-05, "rank_data_time": 0.00924596143886447, "time": 0.8202361045405269, "total_loss": 11.253134445287287} +{"data_time": 0.009712083265185356, "eta_seconds": 25475.879428870976, "iteration": 112379, "loss_ce": 0.050186220556497574, "loss_ce_0": 0.44352178275585175, "loss_ce_1": 0.08680066093802452, "loss_ce_2": 0.0512676015496254, "loss_ce_3": 0.05981450341641903, "loss_ce_4": 0.048099180683493614, "loss_ce_5": 0.05069667473435402, "loss_ce_6": 0.05219371058046818, "loss_ce_7": 0.05578048527240753, "loss_ce_8": 0.05257265083491802, "loss_dice": 0.7077885866165161, "loss_dice_0": 0.778918981552124, "loss_dice_1": 0.8080250024795532, "loss_dice_2": 0.7776750326156616, "loss_dice_3": 0.7581898868083954, "loss_dice_4": 0.789373129606247, "loss_dice_5": 0.7782692313194275, "loss_dice_6": 0.7447667121887207, "loss_dice_7": 0.7468881905078888, "loss_dice_8": 0.7716176211833954, "loss_mask": 0.19858643412590027, "loss_mask_0": 0.2634010761976242, "loss_mask_1": 0.24091985076665878, "loss_mask_2": 0.22709153592586517, "loss_mask_3": 0.20205196738243103, "loss_mask_4": 0.2052922174334526, "loss_mask_5": 0.21032444387674332, "loss_mask_6": 0.20463162660598755, "loss_mask_7": 0.2000407874584198, "loss_mask_8": 0.20216497778892517, "lr": 2.5e-05, "rank_data_time": 0.009712083265185356, "time": 0.8112392886541784, "total_loss": 11.90507784858346} +{"data_time": 0.009989154990762472, "eta_seconds": 25506.180821871385, "iteration": 112399, "loss_ce": 0.12955491989850998, "loss_ce_0": 0.6776597499847412, "loss_ce_1": 0.18801335245370865, "loss_ce_2": 0.1779627650976181, "loss_ce_3": 0.16009990125894547, "loss_ce_4": 0.1508534625172615, "loss_ce_5": 0.12387973070144653, "loss_ce_6": 0.14386076480150223, "loss_ce_7": 0.13828971982002258, "loss_ce_8": 0.12743306159973145, "loss_dice": 0.8487213850021362, "loss_dice_0": 0.8647763133049011, "loss_dice_1": 0.8242191076278687, "loss_dice_2": 0.8308703601360321, "loss_dice_3": 0.8555256128311157, "loss_dice_4": 0.8068213760852814, "loss_dice_5": 0.8739460408687592, "loss_dice_6": 0.8358639478683472, "loss_dice_7": 0.7958258390426636, "loss_dice_8": 0.8432439565658569, "loss_mask": 0.21095065772533417, "loss_mask_0": 0.2832711189985275, "loss_mask_1": 0.27078181505203247, "loss_mask_2": 0.23084013909101486, "loss_mask_3": 0.24832674860954285, "loss_mask_4": 0.23651781678199768, "loss_mask_5": 0.20130053907632828, "loss_mask_6": 0.19956018030643463, "loss_mask_7": 0.222849540412426, "loss_mask_8": 0.19903366267681122, "lr": 2.5e-05, "rank_data_time": 0.009989154990762472, "time": 0.8112958590500057, "total_loss": 13.812402002513409} +{"data_time": 0.009225837886333466, "eta_seconds": 25490.675544776022, "iteration": 112419, "loss_ce": 0.11886807903647423, "loss_ce_0": 0.5903182327747345, "loss_ce_1": 0.13572926446795464, "loss_ce_2": 0.1661299243569374, "loss_ce_3": 0.1347111389040947, "loss_ce_4": 0.11450617387890816, "loss_ce_5": 0.08569233492016792, "loss_ce_6": 0.11492348089814186, "loss_ce_7": 0.12144437432289124, "loss_ce_8": 0.11223622038960457, "loss_dice": 0.7727838754653931, "loss_dice_0": 0.8971229791641235, "loss_dice_1": 0.8981766402721405, "loss_dice_2": 0.8199176490306854, "loss_dice_3": 0.7737220227718353, "loss_dice_4": 0.79291832447052, "loss_dice_5": 0.8470207154750824, "loss_dice_6": 0.8335177898406982, "loss_dice_7": 0.8233988881111145, "loss_dice_8": 0.7632879018783569, "loss_mask": 0.22743764519691467, "loss_mask_0": 0.2970082461833954, "loss_mask_1": 0.25422657281160355, "loss_mask_2": 0.22379355132579803, "loss_mask_3": 0.23185507208108902, "loss_mask_4": 0.2175723984837532, "loss_mask_5": 0.23137935996055603, "loss_mask_6": 0.2244884967803955, "loss_mask_7": 0.23241301625967026, "loss_mask_8": 0.2241101711988449, "lr": 2.5e-05, "rank_data_time": 0.009225837886333466, "time": 0.7589386450126767, "total_loss": 13.058562001213431} +{"data_time": 0.009296413976699114, "eta_seconds": 25441.12634458579, "iteration": 112439, "loss_ce": 0.0572026576846838, "loss_ce_0": 0.5082633644342422, "loss_ce_1": 0.0890921875834465, "loss_ce_2": 0.08247780799865723, "loss_ce_3": 0.07148828357458115, "loss_ce_4": 0.0674341544508934, "loss_ce_5": 0.06271657161414623, "loss_ce_6": 0.05389654077589512, "loss_ce_7": 0.05770784243941307, "loss_ce_8": 0.057046832516789436, "loss_dice": 0.6987252235412598, "loss_dice_0": 0.77754145860672, "loss_dice_1": 0.7116018533706665, "loss_dice_2": 0.680270254611969, "loss_dice_3": 0.6607598662376404, "loss_dice_4": 0.6548553109169006, "loss_dice_5": 0.6457034349441528, "loss_dice_6": 0.6443954110145569, "loss_dice_7": 0.670446515083313, "loss_dice_8": 0.6791189312934875, "loss_mask": 0.14739231020212173, "loss_mask_0": 0.17822082340717316, "loss_mask_1": 0.16727475076913834, "loss_mask_2": 0.15248197317123413, "loss_mask_3": 0.15704436600208282, "loss_mask_4": 0.1578926146030426, "loss_mask_5": 0.15042223036289215, "loss_mask_6": 0.1446451172232628, "loss_mask_7": 0.15185043960809708, "loss_mask_8": 0.14626500010490417, "lr": 2.5e-05, "rank_data_time": 0.009296413976699114, "time": 0.7510465355589986, "total_loss": 9.442234091460705} +{"data_time": 0.009774052537977695, "eta_seconds": 25427.563374713063, "iteration": 112459, "loss_ce": 0.06540244817733765, "loss_ce_0": 0.44895851612091064, "loss_ce_1": 0.14872388541698456, "loss_ce_2": 0.1450352519750595, "loss_ce_3": 0.11287828907370567, "loss_ce_4": 0.07458171248435974, "loss_ce_5": 0.06211021728813648, "loss_ce_6": 0.0621207132935524, "loss_ce_7": 0.08932063728570938, "loss_ce_8": 0.07046649605035782, "loss_dice": 0.7331260442733765, "loss_dice_0": 0.9714579284191132, "loss_dice_1": 0.7975319921970367, "loss_dice_2": 0.759468674659729, "loss_dice_3": 0.7933902740478516, "loss_dice_4": 0.8124651908874512, "loss_dice_5": 0.7916863858699799, "loss_dice_6": 0.764710396528244, "loss_dice_7": 0.8026941418647766, "loss_dice_8": 0.8101887106895447, "loss_mask": 0.19443883001804352, "loss_mask_0": 0.2697780877351761, "loss_mask_1": 0.21212241798639297, "loss_mask_2": 0.20168886333703995, "loss_mask_3": 0.2023172304034233, "loss_mask_4": 0.19631905108690262, "loss_mask_5": 0.1958574578166008, "loss_mask_6": 0.19740544259548187, "loss_mask_7": 0.20089758187532425, "loss_mask_8": 0.1908818781375885, "lr": 2.5e-05, "rank_data_time": 0.009774052537977695, "time": 0.7809470263309777, "total_loss": 11.405596045777202} +{"data_time": 0.010154475457966328, "eta_seconds": 25410.157231567428, "iteration": 112479, "loss_ce": 0.05564551800489426, "loss_ce_0": 0.5142347812652588, "loss_ce_1": 0.11496061831712723, "loss_ce_2": 0.06265020929276943, "loss_ce_3": 0.06622016616165638, "loss_ce_4": 0.05468863807618618, "loss_ce_5": 0.05883656069636345, "loss_ce_6": 0.054803887382149696, "loss_ce_7": 0.05027624033391476, "loss_ce_8": 0.061218176037073135, "loss_dice": 0.7627400755882263, "loss_dice_0": 0.9581906795501709, "loss_dice_1": 0.8316414654254913, "loss_dice_2": 0.8734091222286224, "loss_dice_3": 0.7048893868923187, "loss_dice_4": 0.7308012843132019, "loss_dice_5": 0.7603031396865845, "loss_dice_6": 0.7288035154342651, "loss_dice_7": 0.705011248588562, "loss_dice_8": 0.7503252327442169, "loss_mask": 0.1907588094472885, "loss_mask_0": 0.2519588991999626, "loss_mask_1": 0.18264374881982803, "loss_mask_2": 0.18985851854085922, "loss_mask_3": 0.19330034404993057, "loss_mask_4": 0.19672583788633347, "loss_mask_5": 0.19352983683347702, "loss_mask_6": 0.1943933516740799, "loss_mask_7": 0.19166011363267899, "loss_mask_8": 0.19193914532661438, "lr": 2.5e-05, "rank_data_time": 0.010154475457966328, "time": 0.7623295919038355, "total_loss": 11.623330105096102} +{"data_time": 0.010301249101758003, "eta_seconds": 25402.58319415152, "iteration": 112499, "loss_ce": 0.04818928800523281, "loss_ce_0": 0.5721123814582825, "loss_ce_1": 0.08731997013092041, "loss_ce_2": 0.06178239360451698, "loss_ce_3": 0.05396527983248234, "loss_ce_4": 0.0506893377751112, "loss_ce_5": 0.052941180765628815, "loss_ce_6": 0.05431274697184563, "loss_ce_7": 0.050065306946635246, "loss_ce_8": 0.04879288747906685, "loss_dice": 0.6506547629833221, "loss_dice_0": 0.878483772277832, "loss_dice_1": 0.6867814064025879, "loss_dice_2": 0.6838954389095306, "loss_dice_3": 0.6303786933422089, "loss_dice_4": 0.6713157892227173, "loss_dice_5": 0.6759372353553772, "loss_dice_6": 0.6629118323326111, "loss_dice_7": 0.6091465055942535, "loss_dice_8": 0.6877927780151367, "loss_mask": 0.18529384583234787, "loss_mask_0": 0.2470531091094017, "loss_mask_1": 0.2089652270078659, "loss_mask_2": 0.18213041871786118, "loss_mask_3": 0.18735530227422714, "loss_mask_4": 0.19227315485477448, "loss_mask_5": 0.18448666483163834, "loss_mask_6": 0.182031512260437, "loss_mask_7": 0.17771697789430618, "loss_mask_8": 0.1826125904917717, "lr": 2.5e-05, "rank_data_time": 0.010301249101758003, "time": 0.7556030312553048, "total_loss": 10.605064077302814} +{"data_time": 0.009586106520146132, "eta_seconds": 25366.609050752595, "iteration": 112519, "loss_ce": 0.05432811751961708, "loss_ce_0": 0.5113913416862488, "loss_ce_1": 0.09821988269686699, "loss_ce_2": 0.060262104496359825, "loss_ce_3": 0.05397208407521248, "loss_ce_4": 0.046862754970788956, "loss_ce_5": 0.050671711564064026, "loss_ce_6": 0.05027895234525204, "loss_ce_7": 0.0470194723457098, "loss_ce_8": 0.04584202170372009, "loss_dice": 0.6773232519626617, "loss_dice_0": 0.784312516450882, "loss_dice_1": 0.6922969222068787, "loss_dice_2": 0.6467522978782654, "loss_dice_3": 0.5941510796546936, "loss_dice_4": 0.6168996393680573, "loss_dice_5": 0.6057345867156982, "loss_dice_6": 0.6282224357128143, "loss_dice_7": 0.6117774248123169, "loss_dice_8": 0.6433221697807312, "loss_mask": 0.2056892290711403, "loss_mask_0": 0.23691574484109879, "loss_mask_1": 0.22643786668777466, "loss_mask_2": 0.19912923872470856, "loss_mask_3": 0.20235371589660645, "loss_mask_4": 0.20115924626588821, "loss_mask_5": 0.21039044111967087, "loss_mask_6": 0.19990328699350357, "loss_mask_7": 0.20050965249538422, "loss_mask_8": 0.20585884898900986, "lr": 2.5e-05, "rank_data_time": 0.009586106520146132, "time": 0.7616308187134564, "total_loss": 10.597935453988612} +{"data_time": 0.009555054362863302, "eta_seconds": 25351.132169086486, "iteration": 112539, "loss_ce": 0.04839472845196724, "loss_ce_0": 0.5538111478090286, "loss_ce_1": 0.12299583107233047, "loss_ce_2": 0.08154385536909103, "loss_ce_3": 0.06793799996376038, "loss_ce_4": 0.07388915680348873, "loss_ce_5": 0.05796790309250355, "loss_ce_6": 0.0512869730591774, "loss_ce_7": 0.05221720598638058, "loss_ce_8": 0.0488095935434103, "loss_dice": 0.6588696539402008, "loss_dice_0": 0.726341038942337, "loss_dice_1": 0.6858947575092316, "loss_dice_2": 0.6788662075996399, "loss_dice_3": 0.6844196915626526, "loss_dice_4": 0.6763662099838257, "loss_dice_5": 0.6873651742935181, "loss_dice_6": 0.6900858879089355, "loss_dice_7": 0.6702190637588501, "loss_dice_8": 0.6536040604114532, "loss_mask": 0.2089393585920334, "loss_mask_0": 0.25802864879369736, "loss_mask_1": 0.257753923535347, "loss_mask_2": 0.21951927244663239, "loss_mask_3": 0.20989520847797394, "loss_mask_4": 0.21670657396316528, "loss_mask_5": 0.2097785323858261, "loss_mask_6": 0.21634124219417572, "loss_mask_7": 0.21278738230466843, "loss_mask_8": 0.21676472574472427, "lr": 2.5e-05, "rank_data_time": 0.009555054362863302, "time": 0.754879807587713, "total_loss": 11.395694248378277} +{"data_time": 0.00950734643265605, "eta_seconds": 25333.47339183092, "iteration": 112559, "loss_ce": 0.08508564904332161, "loss_ce_0": 0.6001098453998566, "loss_ce_1": 0.12191860005259514, "loss_ce_2": 0.10491299256682396, "loss_ce_3": 0.07623227313160896, "loss_ce_4": 0.07663522660732269, "loss_ce_5": 0.07027493976056576, "loss_ce_6": 0.07787948846817017, "loss_ce_7": 0.07665026560425758, "loss_ce_8": 0.07511655986309052, "loss_dice": 0.6858716309070587, "loss_dice_0": 0.8319068849086761, "loss_dice_1": 0.7463124990463257, "loss_dice_2": 0.6485327184200287, "loss_dice_3": 0.7209956645965576, "loss_dice_4": 0.6849759221076965, "loss_dice_5": 0.7006389796733856, "loss_dice_6": 0.6863998770713806, "loss_dice_7": 0.6596340835094452, "loss_dice_8": 0.7355453670024872, "loss_mask": 0.19468365609645844, "loss_mask_0": 0.26604634523391724, "loss_mask_1": 0.2227644994854927, "loss_mask_2": 0.21385030448436737, "loss_mask_3": 0.20704037696123123, "loss_mask_4": 0.20633354783058167, "loss_mask_5": 0.20124387741088867, "loss_mask_6": 0.20352105796337128, "loss_mask_7": 0.1996016874909401, "loss_mask_8": 0.20200443267822266, "lr": 2.5e-05, "rank_data_time": 0.00950734643265605, "time": 0.7616190598346293, "total_loss": 11.47377504548058} +{"data_time": 0.009384809993207455, "eta_seconds": 25250.822615399957, "iteration": 112579, "loss_ce": 0.07990088686347008, "loss_ce_0": 0.5119693875312805, "loss_ce_1": 0.1928124651312828, "loss_ce_2": 0.15622948855161667, "loss_ce_3": 0.11880556121468544, "loss_ce_4": 0.11722671613097191, "loss_ce_5": 0.08350488170981407, "loss_ce_6": 0.07995378226041794, "loss_ce_7": 0.09822148829698563, "loss_ce_8": 0.07709407433867455, "loss_dice": 0.68965083360672, "loss_dice_0": 0.8740767240524292, "loss_dice_1": 0.7889019250869751, "loss_dice_2": 0.7683787047863007, "loss_dice_3": 0.7160018980503082, "loss_dice_4": 0.6802313327789307, "loss_dice_5": 0.7129018306732178, "loss_dice_6": 0.7533645331859589, "loss_dice_7": 0.7087777554988861, "loss_dice_8": 0.6827135682106018, "loss_mask": 0.20767343044281006, "loss_mask_0": 0.28780917823314667, "loss_mask_1": 0.2507036104798317, "loss_mask_2": 0.21522660553455353, "loss_mask_3": 0.21530310064554214, "loss_mask_4": 0.21248658746480942, "loss_mask_5": 0.20955590903759003, "loss_mask_6": 0.20826663076877594, "loss_mask_7": 0.21007149666547775, "loss_mask_8": 0.20548652857542038, "lr": 2.5e-05, "rank_data_time": 0.009384809993207455, "time": 0.7534482413902879, "total_loss": 12.559019811451435} +{"data_time": 0.00929733319208026, "eta_seconds": 25302.52229422331, "iteration": 112599, "loss_ce": 0.05042669363319874, "loss_ce_0": 0.4109093099832535, "loss_ce_1": 0.09290018677711487, "loss_ce_2": 0.09162172675132751, "loss_ce_3": 0.08689563721418381, "loss_ce_4": 0.0561970304697752, "loss_ce_5": 0.04256249777972698, "loss_ce_6": 0.05286112800240517, "loss_ce_7": 0.05229870043694973, "loss_ce_8": 0.042013805359601974, "loss_dice": 0.7861157059669495, "loss_dice_0": 0.8162855505943298, "loss_dice_1": 0.7619495093822479, "loss_dice_2": 0.7421895563602448, "loss_dice_3": 0.6929568648338318, "loss_dice_4": 0.733183741569519, "loss_dice_5": 0.7355455160140991, "loss_dice_6": 0.7291924953460693, "loss_dice_7": 0.7900675535202026, "loss_dice_8": 0.7458580434322357, "loss_mask": 0.20027851313352585, "loss_mask_0": 0.2545449733734131, "loss_mask_1": 0.22045931220054626, "loss_mask_2": 0.2084924355149269, "loss_mask_3": 0.19982532411813736, "loss_mask_4": 0.19325222820043564, "loss_mask_5": 0.20191410928964615, "loss_mask_6": 0.18651395291090012, "loss_mask_7": 0.2020331621170044, "loss_mask_8": 0.19804569333791733, "lr": 2.5e-05, "rank_data_time": 0.00929733319208026, "time": 0.8090289318934083, "total_loss": 11.329511560499668} +{"data_time": 0.009060226380825043, "eta_seconds": 25287.046745419502, "iteration": 112619, "loss_ce": 0.041712597012519836, "loss_ce_0": 0.5382676720619202, "loss_ce_1": 0.07909813150763512, "loss_ce_2": 0.06325523182749748, "loss_ce_3": 0.06077524088323116, "loss_ce_4": 0.047547848895192146, "loss_ce_5": 0.037887001410126686, "loss_ce_6": 0.0386367104947567, "loss_ce_7": 0.0402486938983202, "loss_ce_8": 0.041996316984295845, "loss_dice": 0.5845454931259155, "loss_dice_0": 0.7423805594444275, "loss_dice_1": 0.6654320061206818, "loss_dice_2": 0.552139937877655, "loss_dice_3": 0.5496382117271423, "loss_dice_4": 0.624830961227417, "loss_dice_5": 0.5564135313034058, "loss_dice_6": 0.5867623686790466, "loss_dice_7": 0.540826678276062, "loss_dice_8": 0.617274135351181, "loss_mask": 0.2815420776605606, "loss_mask_0": 0.3292578011751175, "loss_mask_1": 0.308992400765419, "loss_mask_2": 0.2710239738225937, "loss_mask_3": 0.28520721197128296, "loss_mask_4": 0.2849528044462204, "loss_mask_5": 0.28955014050006866, "loss_mask_6": 0.28551219403743744, "loss_mask_7": 0.2874325215816498, "loss_mask_8": 0.28746284544467926, "lr": 2.5e-05, "rank_data_time": 0.009060226380825043, "time": 0.7551621575839818, "total_loss": 10.461351615842432} +{"data_time": 0.010197434108704329, "eta_seconds": 25193.461143560708, "iteration": 112639, "loss_ce": 0.06083192862570286, "loss_ce_0": 0.4378434121608734, "loss_ce_1": 0.09885869175195694, "loss_ce_2": 0.08875765651464462, "loss_ce_3": 0.06409038603305817, "loss_ce_4": 0.07760125771164894, "loss_ce_5": 0.06669458001852036, "loss_ce_6": 0.051721248775720596, "loss_ce_7": 0.048448607325553894, "loss_ce_8": 0.06156574748456478, "loss_dice": 0.7703622281551361, "loss_dice_0": 0.9418251216411591, "loss_dice_1": 0.8041335046291351, "loss_dice_2": 0.8163108825683594, "loss_dice_3": 0.8019518256187439, "loss_dice_4": 0.7484871447086334, "loss_dice_5": 0.8019972145557404, "loss_dice_6": 0.7827030420303345, "loss_dice_7": 0.7722959518432617, "loss_dice_8": 0.8035575449466705, "loss_mask": 0.17838068306446075, "loss_mask_0": 0.20641665905714035, "loss_mask_1": 0.18747278302907944, "loss_mask_2": 0.18874595314264297, "loss_mask_3": 0.17573441565036774, "loss_mask_4": 0.17329077422618866, "loss_mask_5": 0.19004828482866287, "loss_mask_6": 0.18650493025779724, "loss_mask_7": 0.1849599927663803, "loss_mask_8": 0.1832372546195984, "lr": 2.5e-05, "rank_data_time": 0.010197434108704329, "time": 0.7520522498525679, "total_loss": 11.812004850246012} +{"data_time": 0.009072684217244387, "eta_seconds": 25160.95489382744, "iteration": 112659, "loss_ce": 0.09065159037709236, "loss_ce_0": 0.49403834342956543, "loss_ce_1": 0.15054409950971603, "loss_ce_2": 0.10589020326733589, "loss_ce_3": 0.13130740076303482, "loss_ce_4": 0.11136562377214432, "loss_ce_5": 0.10130751132965088, "loss_ce_6": 0.09905892610549927, "loss_ce_7": 0.09623067080974579, "loss_ce_8": 0.10948211327195168, "loss_dice": 0.6578202843666077, "loss_dice_0": 0.7982829511165619, "loss_dice_1": 0.6822364628314972, "loss_dice_2": 0.6706341803073883, "loss_dice_3": 0.661716878414154, "loss_dice_4": 0.6590662598609924, "loss_dice_5": 0.6587810218334198, "loss_dice_6": 0.6897423267364502, "loss_dice_7": 0.6598920822143555, "loss_dice_8": 0.6415401995182037, "loss_mask": 0.19125647097826004, "loss_mask_0": 0.24208543449640274, "loss_mask_1": 0.19567996263504028, "loss_mask_2": 0.19051337987184525, "loss_mask_3": 0.18781394511461258, "loss_mask_4": 0.19355574250221252, "loss_mask_5": 0.1841108426451683, "loss_mask_6": 0.18720155954360962, "loss_mask_7": 0.19260232895612717, "loss_mask_8": 0.1897181048989296, "lr": 2.5e-05, "rank_data_time": 0.009072684217244387, "time": 0.7621636884287, "total_loss": 11.788412265479565} +{"data_time": 0.009239844512194395, "eta_seconds": 25228.19291601889, "iteration": 112679, "loss_ce": 0.06639364361763, "loss_ce_0": 0.5080761313438416, "loss_ce_1": 0.13709205389022827, "loss_ce_2": 0.0806373730301857, "loss_ce_3": 0.07448910176753998, "loss_ce_4": 0.07118427380919456, "loss_ce_5": 0.06859259121119976, "loss_ce_6": 0.06745622679591179, "loss_ce_7": 0.06597183458507061, "loss_ce_8": 0.06508794985711575, "loss_dice": 0.7213334739208221, "loss_dice_0": 0.8848808407783508, "loss_dice_1": 0.7771040797233582, "loss_dice_2": 0.7735990583896637, "loss_dice_3": 0.7220877707004547, "loss_dice_4": 0.7318126261234283, "loss_dice_5": 0.7242057621479034, "loss_dice_6": 0.7519276738166809, "loss_dice_7": 0.7549417018890381, "loss_dice_8": 0.7353549003601074, "loss_mask": 0.22275415062904358, "loss_mask_0": 0.26657892763614655, "loss_mask_1": 0.24708989262580872, "loss_mask_2": 0.22588083148002625, "loss_mask_3": 0.22763217240571976, "loss_mask_4": 0.22082024067640305, "loss_mask_5": 0.2333829700946808, "loss_mask_6": 0.23555386066436768, "loss_mask_7": 0.2455906644463539, "loss_mask_8": 0.2225334271788597, "lr": 2.5e-05, "rank_data_time": 0.009239844512194395, "time": 0.8054242767393589, "total_loss": 11.808003384619951} +{"data_time": 0.009667905047535896, "eta_seconds": 25300.147937517613, "iteration": 112699, "loss_ce": 0.06258637644350529, "loss_ce_0": 0.6418123543262482, "loss_ce_1": 0.1761058047413826, "loss_ce_2": 0.10825911909341812, "loss_ce_3": 0.07831672206521034, "loss_ce_4": 0.06994733028113842, "loss_ce_5": 0.072983268648386, "loss_ce_6": 0.05820821039378643, "loss_ce_7": 0.07655730098485947, "loss_ce_8": 0.058747291564941406, "loss_dice": 0.7436979413032532, "loss_dice_0": 0.925894170999527, "loss_dice_1": 0.8299568295478821, "loss_dice_2": 0.782880574464798, "loss_dice_3": 0.7421755790710449, "loss_dice_4": 0.7471251785755157, "loss_dice_5": 0.7297673225402832, "loss_dice_6": 0.7429429590702057, "loss_dice_7": 0.7393711805343628, "loss_dice_8": 0.6904052793979645, "loss_mask": 0.22340326756238937, "loss_mask_0": 0.28538157045841217, "loss_mask_1": 0.2441943883895874, "loss_mask_2": 0.2275667041540146, "loss_mask_3": 0.23116344213485718, "loss_mask_4": 0.23094333708286285, "loss_mask_5": 0.21369101852178574, "loss_mask_6": 0.21354005485773087, "loss_mask_7": 0.2239082008600235, "loss_mask_8": 0.21601320803165436, "lr": 2.5e-05, "rank_data_time": 0.009667905047535896, "time": 0.8266435759142041, "total_loss": 12.240709067787975} +{"data_time": 0.009362668264657259, "eta_seconds": 25299.403925305232, "iteration": 112719, "loss_ce": 0.04742894694209099, "loss_ce_0": 0.5017480999231339, "loss_ce_1": 0.07236752659082413, "loss_ce_2": 0.057006197050213814, "loss_ce_3": 0.05879915878176689, "loss_ce_4": 0.05274034105241299, "loss_ce_5": 0.052408479154109955, "loss_ce_6": 0.057996900752186775, "loss_ce_7": 0.05059926211833954, "loss_ce_8": 0.05084807053208351, "loss_dice": 0.6820358037948608, "loss_dice_0": 0.8064099252223969, "loss_dice_1": 0.7450284361839294, "loss_dice_2": 0.7352270781993866, "loss_dice_3": 0.7029235363006592, "loss_dice_4": 0.7409968376159668, "loss_dice_5": 0.7034619152545929, "loss_dice_6": 0.698682963848114, "loss_dice_7": 0.7014592885971069, "loss_dice_8": 0.7408723533153534, "loss_mask": 0.2143964171409607, "loss_mask_0": 0.2739255577325821, "loss_mask_1": 0.21898705512285233, "loss_mask_2": 0.21327869594097137, "loss_mask_3": 0.2147948294878006, "loss_mask_4": 0.21603284031152725, "loss_mask_5": 0.21971622854471207, "loss_mask_6": 0.21136406064033508, "loss_mask_7": 0.22198813408613205, "loss_mask_8": 0.21658865362405777, "lr": 2.5e-05, "rank_data_time": 0.009362668264657259, "time": 0.7984893899410963, "total_loss": 11.202222410123795} +{"data_time": 0.009231554809957743, "eta_seconds": 25302.405385933816, "iteration": 112739, "loss_ce": 0.07145549356937408, "loss_ce_0": 0.5186311155557632, "loss_ce_1": 0.08744261041283607, "loss_ce_2": 0.08652793988585472, "loss_ce_3": 0.07923588529229164, "loss_ce_4": 0.07264057919383049, "loss_ce_5": 0.06461827270686626, "loss_ce_6": 0.08097624406218529, "loss_ce_7": 0.07392580434679985, "loss_ce_8": 0.07304545864462852, "loss_dice": 0.7804113328456879, "loss_dice_0": 0.8955112099647522, "loss_dice_1": 0.8129935264587402, "loss_dice_2": 0.8141117095947266, "loss_dice_3": 0.7735796570777893, "loss_dice_4": 0.7798071503639221, "loss_dice_5": 0.7625202238559723, "loss_dice_6": 0.784104973077774, "loss_dice_7": 0.7897577285766602, "loss_dice_8": 0.7331583201885223, "loss_mask": 0.2294011488556862, "loss_mask_0": 0.25673773884773254, "loss_mask_1": 0.24727477133274078, "loss_mask_2": 0.2501036450266838, "loss_mask_3": 0.23760094493627548, "loss_mask_4": 0.2225159853696823, "loss_mask_5": 0.22644293308258057, "loss_mask_6": 0.23046208173036575, "loss_mask_7": 0.22881673276424408, "loss_mask_8": 0.23358342051506042, "lr": 2.5e-05, "rank_data_time": 0.009231554809957743, "time": 0.8274442106485367, "total_loss": 12.050093903206289} +{"data_time": 0.00943746604025364, "eta_seconds": 25342.229928970337, "iteration": 112759, "loss_ce": 0.05689499340951443, "loss_ce_0": 0.45654523372650146, "loss_ce_1": 0.09809379279613495, "loss_ce_2": 0.08574298396706581, "loss_ce_3": 0.06665859930217266, "loss_ce_4": 0.0645613819360733, "loss_ce_5": 0.06286994740366936, "loss_ce_6": 0.06776949390769005, "loss_ce_7": 0.06399211660027504, "loss_ce_8": 0.05792895890772343, "loss_dice": 0.6857723891735077, "loss_dice_0": 0.7339166402816772, "loss_dice_1": 0.7265897393226624, "loss_dice_2": 0.692441999912262, "loss_dice_3": 0.6929047703742981, "loss_dice_4": 0.6746845841407776, "loss_dice_5": 0.7001208961009979, "loss_dice_6": 0.678615003824234, "loss_dice_7": 0.633232593536377, "loss_dice_8": 0.6786365509033203, "loss_mask": 0.19050855189561844, "loss_mask_0": 0.2440929040312767, "loss_mask_1": 0.2206946685910225, "loss_mask_2": 0.21426761150360107, "loss_mask_3": 0.1966608613729477, "loss_mask_4": 0.19655206054449081, "loss_mask_5": 0.1944902390241623, "loss_mask_6": 0.1989021599292755, "loss_mask_7": 0.1896222084760666, "loss_mask_8": 0.18942417204380035, "lr": 2.5e-05, "rank_data_time": 0.00943746604025364, "time": 0.8240024144761264, "total_loss": 10.596708126366138} +{"data_time": 0.009266577195376158, "eta_seconds": 25334.99629754573, "iteration": 112779, "loss_ce": 0.06246412731707096, "loss_ce_0": 0.5497362613677979, "loss_ce_1": 0.13815107941627502, "loss_ce_2": 0.1102575808763504, "loss_ce_3": 0.0836561731994152, "loss_ce_4": 0.08292609080672264, "loss_ce_5": 0.06766640022397041, "loss_ce_6": 0.06774770095944405, "loss_ce_7": 0.06647633016109467, "loss_ce_8": 0.06199730560183525, "loss_dice": 0.7716683745384216, "loss_dice_0": 0.9040526747703552, "loss_dice_1": 0.7800562679767609, "loss_dice_2": 0.7755910456180573, "loss_dice_3": 0.7356095314025879, "loss_dice_4": 0.73662069439888, "loss_dice_5": 0.8158498704433441, "loss_dice_6": 0.7526493668556213, "loss_dice_7": 0.7544799745082855, "loss_dice_8": 0.7183196246623993, "loss_mask": 0.15678132325410843, "loss_mask_0": 0.18942978233098984, "loss_mask_1": 0.17539482563734055, "loss_mask_2": 0.15768889337778091, "loss_mask_3": 0.15589823573827744, "loss_mask_4": 0.15678009390830994, "loss_mask_5": 0.15358106791973114, "loss_mask_6": 0.15421513468027115, "loss_mask_7": 0.16067206859588623, "loss_mask_8": 0.1576875075697899, "lr": 2.5e-05, "rank_data_time": 0.009266577195376158, "time": 0.7668802361004055, "total_loss": 10.917651951313019} +{"data_time": 0.0093123116530478, "eta_seconds": 25319.415119010955, "iteration": 112799, "loss_ce": 0.03706446662545204, "loss_ce_0": 0.47955794632434845, "loss_ce_1": 0.10632624849677086, "loss_ce_2": 0.05121808312833309, "loss_ce_3": 0.07171083241701126, "loss_ce_4": 0.06427445262670517, "loss_ce_5": 0.060971423983573914, "loss_ce_6": 0.05926050990819931, "loss_ce_7": 0.04488538205623627, "loss_ce_8": 0.05425856076180935, "loss_dice": 0.636773407459259, "loss_dice_0": 0.8474673926830292, "loss_dice_1": 0.699633777141571, "loss_dice_2": 0.758737325668335, "loss_dice_3": 0.7426840960979462, "loss_dice_4": 0.6798591017723083, "loss_dice_5": 0.6595910787582397, "loss_dice_6": 0.6743375957012177, "loss_dice_7": 0.6835048496723175, "loss_dice_8": 0.7358011305332184, "loss_mask": 0.2078099474310875, "loss_mask_0": 0.2959383428096771, "loss_mask_1": 0.22194862365722656, "loss_mask_2": 0.22356434166431427, "loss_mask_3": 0.21757623553276062, "loss_mask_4": 0.21888244152069092, "loss_mask_5": 0.21168259531259537, "loss_mask_6": 0.21153375506401062, "loss_mask_7": 0.2064817249774933, "loss_mask_8": 0.20407263934612274, "lr": 2.5e-05, "rank_data_time": 0.0093123116530478, "time": 0.8474970008246601, "total_loss": 11.036692455410957} +{"data_time": 0.009229039307683706, "eta_seconds": 25340.968232899904, "iteration": 112819, "loss_ce": 0.05496698059141636, "loss_ce_0": 0.4671202600002289, "loss_ce_1": 0.08496832847595215, "loss_ce_2": 0.12973810732364655, "loss_ce_3": 0.0589439682662487, "loss_ce_4": 0.05430099740624428, "loss_ce_5": 0.06669460982084274, "loss_ce_6": 0.0651110801845789, "loss_ce_7": 0.05450305715203285, "loss_ce_8": 0.054869767278432846, "loss_dice": 0.5698371827602386, "loss_dice_0": 0.7235969305038452, "loss_dice_1": 0.6422956883907318, "loss_dice_2": 0.5728854537010193, "loss_dice_3": 0.5800361037254333, "loss_dice_4": 0.611591637134552, "loss_dice_5": 0.5589335262775421, "loss_dice_6": 0.5796281099319458, "loss_dice_7": 0.5808772444725037, "loss_dice_8": 0.5667489171028137, "loss_mask": 0.19938287138938904, "loss_mask_0": 0.2378893718123436, "loss_mask_1": 0.21888770163059235, "loss_mask_2": 0.20413347333669662, "loss_mask_3": 0.20059843361377716, "loss_mask_4": 0.21039050072431564, "loss_mask_5": 0.20519393682479858, "loss_mask_6": 0.21001899987459183, "loss_mask_7": 0.21038716286420822, "loss_mask_8": 0.19988727569580078, "lr": 2.5e-05, "rank_data_time": 0.009229039307683706, "time": 0.8138014515861869, "total_loss": 10.02373400516808} +{"data_time": 0.008968206122517586, "eta_seconds": 25314.06310991384, "iteration": 112839, "loss_ce": 0.07164831832051277, "loss_ce_0": 0.6057360768318176, "loss_ce_1": 0.10095133259892464, "loss_ce_2": 0.09549320116639137, "loss_ce_3": 0.09863274917006493, "loss_ce_4": 0.08722669631242752, "loss_ce_5": 0.0775904431939125, "loss_ce_6": 0.0800815038383007, "loss_ce_7": 0.08701622113585472, "loss_ce_8": 0.08440883457660675, "loss_dice": 0.6133303642272949, "loss_dice_0": 0.6917482912540436, "loss_dice_1": 0.6174353659152985, "loss_dice_2": 0.6061584055423737, "loss_dice_3": 0.5899090468883514, "loss_dice_4": 0.583541750907898, "loss_dice_5": 0.6024705767631531, "loss_dice_6": 0.5998241603374481, "loss_dice_7": 0.5913042724132538, "loss_dice_8": 0.5960263013839722, "loss_mask": 0.24542097747325897, "loss_mask_0": 0.2945428490638733, "loss_mask_1": 0.25459906458854675, "loss_mask_2": 0.28168393671512604, "loss_mask_3": 0.21161387860774994, "loss_mask_4": 0.21339301019906998, "loss_mask_5": 0.2179957777261734, "loss_mask_6": 0.24052635580301285, "loss_mask_7": 0.24204358458518982, "loss_mask_8": 0.2351682484149933, "lr": 2.5e-05, "rank_data_time": 0.008968206122517586, "time": 0.7590159997344017, "total_loss": 11.468834926374257} +{"data_time": 0.009596793446689844, "eta_seconds": 25424.793728142977, "iteration": 112859, "loss_ce": 0.046651337295770645, "loss_ce_0": 0.47433027625083923, "loss_ce_1": 0.0909498818218708, "loss_ce_2": 0.07952047884464264, "loss_ce_3": 0.06131987273693085, "loss_ce_4": 0.06007706746459007, "loss_ce_5": 0.051865821704268456, "loss_ce_6": 0.04717172682285309, "loss_ce_7": 0.04946107789874077, "loss_ce_8": 0.04891194403171539, "loss_dice": 0.7183140516281128, "loss_dice_0": 0.8823601305484772, "loss_dice_1": 0.796127587556839, "loss_dice_2": 0.7661146223545074, "loss_dice_3": 0.744157612323761, "loss_dice_4": 0.7545869946479797, "loss_dice_5": 0.7636486291885376, "loss_dice_6": 0.7410800457000732, "loss_dice_7": 0.8003714680671692, "loss_dice_8": 0.7154848575592041, "loss_mask": 0.26013652980327606, "loss_mask_0": 0.2986558675765991, "loss_mask_1": 0.2580012232065201, "loss_mask_2": 0.250261053442955, "loss_mask_3": 0.2570701986551285, "loss_mask_4": 0.2602781653404236, "loss_mask_5": 0.26193349063396454, "loss_mask_6": 0.25809380412101746, "loss_mask_7": 0.25947415828704834, "loss_mask_8": 0.2585945874452591, "lr": 2.5e-05, "rank_data_time": 0.009596793446689844, "time": 0.8370150062255561, "total_loss": 11.22850629221648} +{"data_time": 0.009179893881082535, "eta_seconds": 25492.015243163332, "iteration": 112879, "loss_ce": 0.040459319949150085, "loss_ce_0": 0.4458085745573044, "loss_ce_1": 0.0703827440738678, "loss_ce_2": 0.053916895762085915, "loss_ce_3": 0.050217656418681145, "loss_ce_4": 0.04337797686457634, "loss_ce_5": 0.04529699124395847, "loss_ce_6": 0.04339532367885113, "loss_ce_7": 0.04083393141627312, "loss_ce_8": 0.04073333740234375, "loss_dice": 0.6569290161132812, "loss_dice_0": 0.7847409844398499, "loss_dice_1": 0.6708665192127228, "loss_dice_2": 0.6236706972122192, "loss_dice_3": 0.6196542978286743, "loss_dice_4": 0.6843176484107971, "loss_dice_5": 0.6253141760826111, "loss_dice_6": 0.6173890233039856, "loss_dice_7": 0.6268395483493805, "loss_dice_8": 0.657289981842041, "loss_mask": 0.23372171074151993, "loss_mask_0": 0.27497144043445587, "loss_mask_1": 0.24317586421966553, "loss_mask_2": 0.25266869366168976, "loss_mask_3": 0.23046068102121353, "loss_mask_4": 0.23325370997190475, "loss_mask_5": 0.22938799113035202, "loss_mask_6": 0.22793033719062805, "loss_mask_7": 0.2378881797194481, "loss_mask_8": 0.23101956397294998, "lr": 2.5e-05, "rank_data_time": 0.009179893881082535, "time": 0.8258959650993347, "total_loss": 10.413096360862255} +{"data_time": 0.008910642936825752, "eta_seconds": 25551.012345403433, "iteration": 112899, "loss_ce": 0.07021429389715195, "loss_ce_0": 0.5897550582885742, "loss_ce_1": 0.1157170757651329, "loss_ce_2": 0.08422470092773438, "loss_ce_3": 0.07136499509215355, "loss_ce_4": 0.06808033958077431, "loss_ce_5": 0.07200467772781849, "loss_ce_6": 0.06950591690838337, "loss_ce_7": 0.07496117800474167, "loss_ce_8": 0.06578177213668823, "loss_dice": 0.6549713313579559, "loss_dice_0": 0.8529199361801147, "loss_dice_1": 0.7595232129096985, "loss_dice_2": 0.726555585861206, "loss_dice_3": 0.733741283416748, "loss_dice_4": 0.7027326822280884, "loss_dice_5": 0.671201765537262, "loss_dice_6": 0.6575953364372253, "loss_dice_7": 0.6777578592300415, "loss_dice_8": 0.7080742716789246, "loss_mask": 0.1912408024072647, "loss_mask_0": 0.2483242228627205, "loss_mask_1": 0.21303530037403107, "loss_mask_2": 0.21923835575580597, "loss_mask_3": 0.20706455409526825, "loss_mask_4": 0.17840372771024704, "loss_mask_5": 0.1876922994852066, "loss_mask_6": 0.1859424188733101, "loss_mask_7": 0.1909412071108818, "loss_mask_8": 0.2040707841515541, "lr": 2.5e-05, "rank_data_time": 0.008910642936825752, "time": 0.8053789706900716, "total_loss": 11.226621594280005} +{"data_time": 0.008662534411996603, "eta_seconds": 25548.815513197333, "iteration": 112919, "loss_ce": 0.040241826325654984, "loss_ce_0": 0.4130181223154068, "loss_ce_1": 0.12424341961741447, "loss_ce_2": 0.06256761401891708, "loss_ce_3": 0.054247792810201645, "loss_ce_4": 0.04591061547398567, "loss_ce_5": 0.043888501822948456, "loss_ce_6": 0.044217173010110855, "loss_ce_7": 0.04226480796933174, "loss_ce_8": 0.04747471585869789, "loss_dice": 0.6745217442512512, "loss_dice_0": 0.7947188317775726, "loss_dice_1": 0.6302112638950348, "loss_dice_2": 0.6281490325927734, "loss_dice_3": 0.6341352164745331, "loss_dice_4": 0.6339983642101288, "loss_dice_5": 0.6237805783748627, "loss_dice_6": 0.6488794684410095, "loss_dice_7": 0.6218175292015076, "loss_dice_8": 0.6489720940589905, "loss_mask": 0.21147151291370392, "loss_mask_0": 0.2575129121541977, "loss_mask_1": 0.2371729239821434, "loss_mask_2": 0.22747332602739334, "loss_mask_3": 0.20504441857337952, "loss_mask_4": 0.19850648939609528, "loss_mask_5": 0.20340323448181152, "loss_mask_6": 0.20487916469573975, "loss_mask_7": 0.20932260155677795, "loss_mask_8": 0.20030498504638672, "lr": 2.5e-05, "rank_data_time": 0.008662534411996603, "time": 0.8180406871251762, "total_loss": 10.050248378887773} +{"data_time": 0.009231992531567812, "eta_seconds": 25562.38280132413, "iteration": 112939, "loss_ce": 0.0470292866230011, "loss_ce_0": 0.4974830597639084, "loss_ce_1": 0.10561554506421089, "loss_ce_2": 0.07475554943084717, "loss_ce_3": 0.0640578381717205, "loss_ce_4": 0.051336342468857765, "loss_ce_5": 0.0453431885689497, "loss_ce_6": 0.04311133176088333, "loss_ce_7": 0.04170149751007557, "loss_ce_8": 0.04540294595062733, "loss_dice": 0.6350563168525696, "loss_dice_0": 0.732983261346817, "loss_dice_1": 0.6537483334541321, "loss_dice_2": 0.6685629785060883, "loss_dice_3": 0.6393042802810669, "loss_dice_4": 0.6540595889091492, "loss_dice_5": 0.618712842464447, "loss_dice_6": 0.6509273648262024, "loss_dice_7": 0.6298172473907471, "loss_dice_8": 0.6740849018096924, "loss_mask": 0.2299175038933754, "loss_mask_0": 0.26036378741264343, "loss_mask_1": 0.2245255634188652, "loss_mask_2": 0.23074006289243698, "loss_mask_3": 0.24091386795043945, "loss_mask_4": 0.22742535173892975, "loss_mask_5": 0.22305592894554138, "loss_mask_6": 0.2395164519548416, "loss_mask_7": 0.23519977927207947, "loss_mask_8": 0.22709856927394867, "lr": 2.5e-05, "rank_data_time": 0.009231992531567812, "time": 0.7994448244571686, "total_loss": 10.201159534975886} +{"data_time": 0.009341861587017775, "eta_seconds": 25651.62358663045, "iteration": 112959, "loss_ce": 0.06142987310886383, "loss_ce_0": 0.45525579154491425, "loss_ce_1": 0.1179947778582573, "loss_ce_2": 0.09366383776068687, "loss_ce_3": 0.07684788480401039, "loss_ce_4": 0.07027829438447952, "loss_ce_5": 0.09627340734004974, "loss_ce_6": 0.046787768602371216, "loss_ce_7": 0.055790746584534645, "loss_ce_8": 0.06574256159365177, "loss_dice": 0.8456009924411774, "loss_dice_0": 0.9765638709068298, "loss_dice_1": 0.8119643330574036, "loss_dice_2": 0.8549822866916656, "loss_dice_3": 0.8075177073478699, "loss_dice_4": 0.8273763656616211, "loss_dice_5": 0.860420435667038, "loss_dice_6": 0.8023552596569061, "loss_dice_7": 0.7798845171928406, "loss_dice_8": 0.8728675246238708, "loss_mask": 0.21412963420152664, "loss_mask_0": 0.24154935777187347, "loss_mask_1": 0.212237149477005, "loss_mask_2": 0.21019487082958221, "loss_mask_3": 0.20166730135679245, "loss_mask_4": 0.20803067088127136, "loss_mask_5": 0.19507251679897308, "loss_mask_6": 0.19904235005378723, "loss_mask_7": 0.1975785717368126, "loss_mask_8": 0.19839657843112946, "lr": 2.5e-05, "rank_data_time": 0.009341861587017775, "time": 0.8504299144260585, "total_loss": 12.198614118620753} +{"data_time": 0.00945598864927888, "eta_seconds": 25639.66376826167, "iteration": 112979, "loss_ce": 0.11565995961427689, "loss_ce_0": 0.4558984190225601, "loss_ce_1": 0.15676474571228027, "loss_ce_2": 0.20688720047473907, "loss_ce_3": 0.12847647070884705, "loss_ce_4": 0.11144877970218658, "loss_ce_5": 0.10605922341346741, "loss_ce_6": 0.1088482216000557, "loss_ce_7": 0.10763897374272346, "loss_ce_8": 0.11706222221255302, "loss_dice": 0.6640221476554871, "loss_dice_0": 0.8911652863025665, "loss_dice_1": 0.8725013732910156, "loss_dice_2": 0.7654355764389038, "loss_dice_3": 0.6854053139686584, "loss_dice_4": 0.760472446680069, "loss_dice_5": 0.7465640604496002, "loss_dice_6": 0.7313011288642883, "loss_dice_7": 0.697475016117096, "loss_dice_8": 0.647563099861145, "loss_mask": 0.22019701451063156, "loss_mask_0": 0.25550175458192825, "loss_mask_1": 0.2191665768623352, "loss_mask_2": 0.2186635658144951, "loss_mask_3": 0.2190270572900772, "loss_mask_4": 0.2173452079296112, "loss_mask_5": 0.2208911031484604, "loss_mask_6": 0.21786946058273315, "loss_mask_7": 0.20853431522846222, "loss_mask_8": 0.21518118679523468, "lr": 2.5e-05, "rank_data_time": 0.00945598864927888, "time": 0.8408133503980935, "total_loss": 13.198208529502153} +{"data_time": 0.010073197539895773, "eta_seconds": 25703.867054032162, "iteration": 112999, "loss_ce": 0.06307466886937618, "loss_ce_0": 0.44814302027225494, "loss_ce_1": 0.10234767571091652, "loss_ce_2": 0.07328669726848602, "loss_ce_3": 0.07405715063214302, "loss_ce_4": 0.06982254609465599, "loss_ce_5": 0.0757206380367279, "loss_ce_6": 0.06446328945457935, "loss_ce_7": 0.061061061918735504, "loss_ce_8": 0.07759460434317589, "loss_dice": 0.6911597549915314, "loss_dice_0": 0.9234574139118195, "loss_dice_1": 0.7633897364139557, "loss_dice_2": 0.7959546744823456, "loss_dice_3": 0.7867126762866974, "loss_dice_4": 0.7415893971920013, "loss_dice_5": 0.7369842529296875, "loss_dice_6": 0.6908114552497864, "loss_dice_7": 0.7003515660762787, "loss_dice_8": 0.7350326478481293, "loss_mask": 0.1867017149925232, "loss_mask_0": 0.2670208513736725, "loss_mask_1": 0.17831578105688095, "loss_mask_2": 0.17220673710107803, "loss_mask_3": 0.18669631332159042, "loss_mask_4": 0.18115517497062683, "loss_mask_5": 0.18198466300964355, "loss_mask_6": 0.18342314660549164, "loss_mask_7": 0.1868286356329918, "loss_mask_8": 0.18400893360376358, "lr": 2.5e-05, "rank_data_time": 0.010073197539895773, "time": 0.836683742236346, "total_loss": 10.643162239342928} +{"data_time": 0.00955678941681981, "eta_seconds": 25768.710013199598, "iteration": 113019, "loss_ce": 0.06881867349147797, "loss_ce_0": 0.5014117807149887, "loss_ce_1": 0.10906821489334106, "loss_ce_2": 0.1013794057071209, "loss_ce_3": 0.0712454542517662, "loss_ce_4": 0.07177233323454857, "loss_ce_5": 0.06887174397706985, "loss_ce_6": 0.06460250541567802, "loss_ce_7": 0.0643824115395546, "loss_ce_8": 0.06726592779159546, "loss_dice": 0.7472352981567383, "loss_dice_0": 0.8576051294803619, "loss_dice_1": 0.7394739091396332, "loss_dice_2": 0.7088467478752136, "loss_dice_3": 0.6675445139408112, "loss_dice_4": 0.6828853785991669, "loss_dice_5": 0.7225785255432129, "loss_dice_6": 0.7291291952133179, "loss_dice_7": 0.7095215022563934, "loss_dice_8": 0.7092511653900146, "loss_mask": 0.23159459978342056, "loss_mask_0": 0.3026157319545746, "loss_mask_1": 0.25986963510513306, "loss_mask_2": 0.2503630220890045, "loss_mask_3": 0.24762272089719772, "loss_mask_4": 0.24446220695972443, "loss_mask_5": 0.23341624438762665, "loss_mask_6": 0.24101051688194275, "loss_mask_7": 0.23466237634420395, "loss_mask_8": 0.23530815541744232, "lr": 2.5e-05, "rank_data_time": 0.00955678941681981, "time": 0.8300689584575593, "total_loss": 11.302821069955826} +{"data_time": 0.010028679389506578, "eta_seconds": 25778.69146693498, "iteration": 113039, "loss_ce": 0.09331094101071358, "loss_ce_0": 0.5743252336978912, "loss_ce_1": 0.14160237461328506, "loss_ce_2": 0.10156570002436638, "loss_ce_3": 0.09659764170646667, "loss_ce_4": 0.06698786467313766, "loss_ce_5": 0.08506283536553383, "loss_ce_6": 0.09260391443967819, "loss_ce_7": 0.09762892499566078, "loss_ce_8": 0.06562901847064495, "loss_dice": 0.7425532639026642, "loss_dice_0": 0.9252050817012787, "loss_dice_1": 0.7709830403327942, "loss_dice_2": 0.7717255651950836, "loss_dice_3": 0.7503007352352142, "loss_dice_4": 0.763581395149231, "loss_dice_5": 0.7569645047187805, "loss_dice_6": 0.7549532949924469, "loss_dice_7": 0.7310953140258789, "loss_dice_8": 0.7351700067520142, "loss_mask": 0.22027330100536346, "loss_mask_0": 0.25616355240345, "loss_mask_1": 0.24251768738031387, "loss_mask_2": 0.20040501654148102, "loss_mask_3": 0.2312586009502411, "loss_mask_4": 0.2319338396191597, "loss_mask_5": 0.2282426580786705, "loss_mask_6": 0.22849728167057037, "loss_mask_7": 0.22818256169557571, "loss_mask_8": 0.23157360404729843, "lr": 2.5e-05, "rank_data_time": 0.010028679389506578, "time": 0.8302899929694831, "total_loss": 11.82978448458016} +{"data_time": 0.009697351139038801, "eta_seconds": 25796.029446683824, "iteration": 113059, "loss_ce": 0.05443992093205452, "loss_ce_0": 0.47393499314785004, "loss_ce_1": 0.10260697081685066, "loss_ce_2": 0.07113533839583397, "loss_ce_3": 0.06913458928465843, "loss_ce_4": 0.053902141749858856, "loss_ce_5": 0.05119393207132816, "loss_ce_6": 0.0517796166241169, "loss_ce_7": 0.05200234241783619, "loss_ce_8": 0.05440947785973549, "loss_dice": 0.7027362585067749, "loss_dice_0": 0.8517833352088928, "loss_dice_1": 0.7795562744140625, "loss_dice_2": 0.7229090929031372, "loss_dice_3": 0.7015013992786407, "loss_dice_4": 0.7075554430484772, "loss_dice_5": 0.6985368430614471, "loss_dice_6": 0.7386248409748077, "loss_dice_7": 0.6906189918518066, "loss_dice_8": 0.6995907723903656, "loss_mask": 0.2217230126261711, "loss_mask_0": 0.2539760023355484, "loss_mask_1": 0.22215549647808075, "loss_mask_2": 0.22749458253383636, "loss_mask_3": 0.218409925699234, "loss_mask_4": 0.23303226381540298, "loss_mask_5": 0.2166183441877365, "loss_mask_6": 0.22843357175588608, "loss_mask_7": 0.22001484781503677, "loss_mask_8": 0.222748301923275, "lr": 2.5e-05, "rank_data_time": 0.009697351139038801, "time": 0.7866518250666559, "total_loss": 10.818159993737936} +{"data_time": 0.009421073365956545, "eta_seconds": 25746.727807335556, "iteration": 113079, "loss_ce": 0.10431560128927231, "loss_ce_0": 0.4091952443122864, "loss_ce_1": 0.12747622281312943, "loss_ce_2": 0.11564390361309052, "loss_ce_3": 0.11486783996224403, "loss_ce_4": 0.11204899102449417, "loss_ce_5": 0.08143288642168045, "loss_ce_6": 0.09626684337854385, "loss_ce_7": 0.11904315277934074, "loss_ce_8": 0.10483311116695404, "loss_dice": 0.7394232153892517, "loss_dice_0": 0.9546003639698029, "loss_dice_1": 0.8310146927833557, "loss_dice_2": 0.8193673491477966, "loss_dice_3": 0.789674311876297, "loss_dice_4": 0.7880751490592957, "loss_dice_5": 0.7585794627666473, "loss_dice_6": 0.7729607820510864, "loss_dice_7": 0.7963132262229919, "loss_dice_8": 0.7550823092460632, "loss_mask": 0.2516101449728012, "loss_mask_0": 0.30845287442207336, "loss_mask_1": 0.26459793746471405, "loss_mask_2": 0.2637106031179428, "loss_mask_3": 0.2639501839876175, "loss_mask_4": 0.2554422691464424, "loss_mask_5": 0.25075334310531616, "loss_mask_6": 0.2637799233198166, "loss_mask_7": 0.2627575248479843, "loss_mask_8": 0.25166381895542145, "lr": 2.5e-05, "rank_data_time": 0.009421073365956545, "time": 0.7664169003255665, "total_loss": 12.411284819245338} +{"data_time": 0.009385890793055296, "eta_seconds": 25708.84673697874, "iteration": 113099, "loss_ce": 0.06242840923368931, "loss_ce_0": 0.42408275604248047, "loss_ce_1": 0.08027946576476097, "loss_ce_2": 0.07806604355573654, "loss_ce_3": 0.07946258410811424, "loss_ce_4": 0.07576219737529755, "loss_ce_5": 0.0763183981180191, "loss_ce_6": 0.07712438330054283, "loss_ce_7": 0.07642674446105957, "loss_ce_8": 0.07706474140286446, "loss_dice": 0.6867455840110779, "loss_dice_0": 0.8644005656242371, "loss_dice_1": 0.7484709918498993, "loss_dice_2": 0.7429321706295013, "loss_dice_3": 0.6863022446632385, "loss_dice_4": 0.6733742952346802, "loss_dice_5": 0.6775469779968262, "loss_dice_6": 0.7494760751724243, "loss_dice_7": 0.7307260632514954, "loss_dice_8": 0.695047527551651, "loss_mask": 0.24186107516288757, "loss_mask_0": 0.3032284677028656, "loss_mask_1": 0.28987917304039, "loss_mask_2": 0.2656520903110504, "loss_mask_3": 0.25247110426425934, "loss_mask_4": 0.24651605635881424, "loss_mask_5": 0.25246330350637436, "loss_mask_6": 0.23887837678194046, "loss_mask_7": 0.2513471469283104, "loss_mask_8": 0.24593479931354523, "lr": 2.5e-05, "rank_data_time": 0.009385890793055296, "time": 0.7908455734141171, "total_loss": 11.186286931857467} +{"data_time": 0.009836880024522543, "eta_seconds": 25688.881295686588, "iteration": 113119, "loss_ce": 0.058196550235152245, "loss_ce_0": 0.5778893828392029, "loss_ce_1": 0.09659161791205406, "loss_ce_2": 0.08839591220021248, "loss_ce_3": 0.07652062177658081, "loss_ce_4": 0.08490656688809395, "loss_ce_5": 0.06214236840605736, "loss_ce_6": 0.05894170515239239, "loss_ce_7": 0.06283177807927132, "loss_ce_8": 0.058447860181331635, "loss_dice": 0.7381661534309387, "loss_dice_0": 0.7764543294906616, "loss_dice_1": 0.7579160928726196, "loss_dice_2": 0.73299241065979, "loss_dice_3": 0.7291665077209473, "loss_dice_4": 0.6812354624271393, "loss_dice_5": 0.7225419282913208, "loss_dice_6": 0.6987505555152893, "loss_dice_7": 0.7083421945571899, "loss_dice_8": 0.6959932148456573, "loss_mask": 0.18837198615074158, "loss_mask_0": 0.2261633723974228, "loss_mask_1": 0.18027589470148087, "loss_mask_2": 0.19212108850479126, "loss_mask_3": 0.1877853274345398, "loss_mask_4": 0.18608730286359787, "loss_mask_5": 0.19316742569208145, "loss_mask_6": 0.1948000118136406, "loss_mask_7": 0.18658962845802307, "loss_mask_8": 0.18323706090450287, "lr": 2.5e-05, "rank_data_time": 0.009836880024522543, "time": 0.8101509781554341, "total_loss": 10.064843269996345} +{"data_time": 0.009931942448019981, "eta_seconds": 25654.78349380195, "iteration": 113139, "loss_ce": 0.06916387751698494, "loss_ce_0": 0.5924750864505768, "loss_ce_1": 0.12629307061433792, "loss_ce_2": 0.10196157544851303, "loss_ce_3": 0.10475603118538857, "loss_ce_4": 0.0666947104036808, "loss_ce_5": 0.0742666982114315, "loss_ce_6": 0.0680769644677639, "loss_ce_7": 0.08972025290131569, "loss_ce_8": 0.07071808353066444, "loss_dice": 0.7576451897621155, "loss_dice_0": 0.891966313123703, "loss_dice_1": 0.7932992279529572, "loss_dice_2": 0.7633723318576813, "loss_dice_3": 0.7414723634719849, "loss_dice_4": 0.7443219423294067, "loss_dice_5": 0.7927042543888092, "loss_dice_6": 0.7774037718772888, "loss_dice_7": 0.777002364397049, "loss_dice_8": 0.7715453505516052, "loss_mask": 0.21217403560876846, "loss_mask_0": 0.2965659201145172, "loss_mask_1": 0.2410159558057785, "loss_mask_2": 0.2316979542374611, "loss_mask_3": 0.2147270292043686, "loss_mask_4": 0.22723205387592316, "loss_mask_5": 0.2080772966146469, "loss_mask_6": 0.22485841810703278, "loss_mask_7": 0.21115032583475113, "loss_mask_8": 0.2080194056034088, "lr": 2.5e-05, "rank_data_time": 0.009931942448019981, "time": 0.7904523466713727, "total_loss": 12.309110451489687} +{"data_time": 0.010242740157991648, "eta_seconds": 25546.128778150305, "iteration": 113159, "loss_ce": 0.09609362483024597, "loss_ce_0": 0.6040672063827515, "loss_ce_1": 0.12345865368843079, "loss_ce_2": 0.1607561558485031, "loss_ce_3": 0.10959842428565025, "loss_ce_4": 0.0949334092438221, "loss_ce_5": 0.07792505994439125, "loss_ce_6": 0.13815979287028313, "loss_ce_7": 0.09271060675382614, "loss_ce_8": 0.0973215401172638, "loss_dice": 0.7596179842948914, "loss_dice_0": 0.8456604480743408, "loss_dice_1": 0.77094966173172, "loss_dice_2": 0.7878574132919312, "loss_dice_3": 0.7548889815807343, "loss_dice_4": 0.7524486482143402, "loss_dice_5": 0.7783234417438507, "loss_dice_6": 0.7918232679367065, "loss_dice_7": 0.7423730790615082, "loss_dice_8": 0.7921518683433533, "loss_mask": 0.2261110171675682, "loss_mask_0": 0.2922862768173218, "loss_mask_1": 0.22858832776546478, "loss_mask_2": 0.22593218088150024, "loss_mask_3": 0.23169547319412231, "loss_mask_4": 0.23477162420749664, "loss_mask_5": 0.23317109793424606, "loss_mask_6": 0.23126965016126633, "loss_mask_7": 0.22720441222190857, "loss_mask_8": 0.22975099086761475, "lr": 2.5e-05, "rank_data_time": 0.010242740157991648, "time": 0.7735727890394628, "total_loss": 12.396800015121698} +{"data_time": 0.009621649514883757, "eta_seconds": 25481.002482566983, "iteration": 113179, "loss_ce": 0.060423171147704124, "loss_ce_0": 0.5081610083580017, "loss_ce_1": 0.10169922932982445, "loss_ce_2": 0.11583048850297928, "loss_ce_3": 0.06508293561637402, "loss_ce_4": 0.056123316287994385, "loss_ce_5": 0.06175531633198261, "loss_ce_6": 0.05617307685315609, "loss_ce_7": 0.06403039768338203, "loss_ce_8": 0.06506919488310814, "loss_dice": 0.7884373068809509, "loss_dice_0": 0.9279224574565887, "loss_dice_1": 0.9009243249893188, "loss_dice_2": 0.8071199059486389, "loss_dice_3": 0.8470344841480255, "loss_dice_4": 0.8399713635444641, "loss_dice_5": 0.8079067468643188, "loss_dice_6": 0.8360616862773895, "loss_dice_7": 0.787646472454071, "loss_dice_8": 0.789012610912323, "loss_mask": 0.24884700775146484, "loss_mask_0": 0.2662668079137802, "loss_mask_1": 0.2574758231639862, "loss_mask_2": 0.26395444571971893, "loss_mask_3": 0.23682767152786255, "loss_mask_4": 0.24510802328586578, "loss_mask_5": 0.25110112875699997, "loss_mask_6": 0.23972446471452713, "loss_mask_7": 0.24455103278160095, "loss_mask_8": 0.2477758824825287, "lr": 2.5e-05, "rank_data_time": 0.009621649514883757, "time": 0.7848512628115714, "total_loss": 13.739083856344223} +{"data_time": 0.009540397208184004, "eta_seconds": 25465.707416972145, "iteration": 113199, "loss_ce": 0.05280814692378044, "loss_ce_0": 0.45733000338077545, "loss_ce_1": 0.10270942747592926, "loss_ce_2": 0.06231635622680187, "loss_ce_3": 0.057161739096045494, "loss_ce_4": 0.0571280512958765, "loss_ce_5": 0.054094843566417694, "loss_ce_6": 0.05534008704125881, "loss_ce_7": 0.05581998452544212, "loss_ce_8": 0.053848110139369965, "loss_dice": 0.7959835827350616, "loss_dice_0": 0.8362125158309937, "loss_dice_1": 0.6855365037918091, "loss_dice_2": 0.7350620627403259, "loss_dice_3": 0.78652024269104, "loss_dice_4": 0.7662355303764343, "loss_dice_5": 0.7255021929740906, "loss_dice_6": 0.739555686712265, "loss_dice_7": 0.7274260818958282, "loss_dice_8": 0.775645911693573, "loss_mask": 0.2120470106601715, "loss_mask_0": 0.24859954416751862, "loss_mask_1": 0.22313912212848663, "loss_mask_2": 0.21781682968139648, "loss_mask_3": 0.21451599150896072, "loss_mask_4": 0.21388524025678635, "loss_mask_5": 0.2160790115594864, "loss_mask_6": 0.21643458306789398, "loss_mask_7": 0.2073865458369255, "loss_mask_8": 0.21748249232769012, "lr": 2.5e-05, "rank_data_time": 0.009540397208184004, "time": 0.7920176982879639, "total_loss": 11.579722721129656} +{"data_time": 0.009518043138086796, "eta_seconds": 25498.438431955874, "iteration": 113219, "loss_ce": 0.05562393553555012, "loss_ce_0": 0.5172084867954254, "loss_ce_1": 0.09555791690945625, "loss_ce_2": 0.0755210742354393, "loss_ce_3": 0.05941888503730297, "loss_ce_4": 0.06792188435792923, "loss_ce_5": 0.07150565646588802, "loss_ce_6": 0.06482445821166039, "loss_ce_7": 0.07224542461335659, "loss_ce_8": 0.06801237538456917, "loss_dice": 0.6740431785583496, "loss_dice_0": 0.8875714242458344, "loss_dice_1": 0.7591574192047119, "loss_dice_2": 0.7624289989471436, "loss_dice_3": 0.7313499748706818, "loss_dice_4": 0.7114108800888062, "loss_dice_5": 0.773684173822403, "loss_dice_6": 0.7537886500358582, "loss_dice_7": 0.7024289667606354, "loss_dice_8": 0.729097992181778, "loss_mask": 0.2013707235455513, "loss_mask_0": 0.1793569251894951, "loss_mask_1": 0.1853567734360695, "loss_mask_2": 0.19592810422182083, "loss_mask_3": 0.20177700370550156, "loss_mask_4": 0.19478178769350052, "loss_mask_5": 0.189162977039814, "loss_mask_6": 0.1963823139667511, "loss_mask_7": 0.19706443697214127, "loss_mask_8": 0.1959921047091484, "lr": 2.5e-05, "rank_data_time": 0.009518043138086796, "time": 0.8190334639512002, "total_loss": 11.589755173772573} +{"data_time": 0.009504401590675116, "eta_seconds": 25483.17109064199, "iteration": 113239, "loss_ce": 0.07066157460212708, "loss_ce_0": 0.5283784568309784, "loss_ce_1": 0.1459803581237793, "loss_ce_2": 0.12415938451886177, "loss_ce_3": 0.10814161971211433, "loss_ce_4": 0.0733770988881588, "loss_ce_5": 0.0764097236096859, "loss_ce_6": 0.06383610516786575, "loss_ce_7": 0.07118773087859154, "loss_ce_8": 0.06502117589116096, "loss_dice": 0.737705796957016, "loss_dice_0": 0.9187976121902466, "loss_dice_1": 0.7494145929813385, "loss_dice_2": 0.7396144568920135, "loss_dice_3": 0.6838231980800629, "loss_dice_4": 0.687357634305954, "loss_dice_5": 0.6761907935142517, "loss_dice_6": 0.7113954424858093, "loss_dice_7": 0.7217716574668884, "loss_dice_8": 0.7017276585102081, "loss_mask": 0.23308010399341583, "loss_mask_0": 0.28849221765995026, "loss_mask_1": 0.25084009766578674, "loss_mask_2": 0.23875391483306885, "loss_mask_3": 0.23384560644626617, "loss_mask_4": 0.2355056032538414, "loss_mask_5": 0.23866526037454605, "loss_mask_6": 0.23458965867757797, "loss_mask_7": 0.238434299826622, "loss_mask_8": 0.23395287990570068, "lr": 2.5e-05, "rank_data_time": 0.009504401590675116, "time": 0.7845948617905378, "total_loss": 11.665501903742552} +{"data_time": 0.009416159708052874, "eta_seconds": 25472.30585301295, "iteration": 113259, "loss_ce": 0.1136261522769928, "loss_ce_0": 0.5228325128555298, "loss_ce_1": 0.20248055458068848, "loss_ce_2": 0.17332248389720917, "loss_ce_3": 0.14940252155065536, "loss_ce_4": 0.16815058141946793, "loss_ce_5": 0.11171462386846542, "loss_ce_6": 0.165172278881073, "loss_ce_7": 0.11983456462621689, "loss_ce_8": 0.11161850020289421, "loss_dice": 0.7473122179508209, "loss_dice_0": 0.9468522667884827, "loss_dice_1": 0.7788673937320709, "loss_dice_2": 0.7112186253070831, "loss_dice_3": 0.67729252576828, "loss_dice_4": 0.7000410854816437, "loss_dice_5": 0.7272932529449463, "loss_dice_6": 0.7346321940422058, "loss_dice_7": 0.7226112484931946, "loss_dice_8": 0.7602755427360535, "loss_mask": 0.19638251513242722, "loss_mask_0": 0.24821164458990097, "loss_mask_1": 0.23267469555139542, "loss_mask_2": 0.22337989509105682, "loss_mask_3": 0.20222525298595428, "loss_mask_4": 0.21193651109933853, "loss_mask_5": 0.2074747011065483, "loss_mask_6": 0.20892998576164246, "loss_mask_7": 0.21200580149888992, "loss_mask_8": 0.20111367851495743, "lr": 2.5e-05, "rank_data_time": 0.009416159708052874, "time": 0.8423052560538054, "total_loss": 11.819549096748233} +{"data_time": 0.009172637015581131, "eta_seconds": 25513.128351708874, "iteration": 113279, "loss_ce": 0.09090816974639893, "loss_ce_0": 0.528759241104126, "loss_ce_1": 0.18602850288152695, "loss_ce_2": 0.1455066204071045, "loss_ce_3": 0.0706702470779419, "loss_ce_4": 0.06907926872372627, "loss_ce_5": 0.06050962768495083, "loss_ce_6": 0.08185015618801117, "loss_ce_7": 0.07773406431078911, "loss_ce_8": 0.0767131969332695, "loss_dice": 0.8202134668827057, "loss_dice_0": 1.0301249027252197, "loss_dice_1": 0.7848470509052277, "loss_dice_2": 0.8642248511314392, "loss_dice_3": 0.8201536238193512, "loss_dice_4": 0.8477001190185547, "loss_dice_5": 0.9332295656204224, "loss_dice_6": 0.8562185764312744, "loss_dice_7": 0.8202333152294159, "loss_dice_8": 0.8609877526760101, "loss_mask": 0.21605997532606125, "loss_mask_0": 0.3080914616584778, "loss_mask_1": 0.23369117826223373, "loss_mask_2": 0.2374844327569008, "loss_mask_3": 0.2225588858127594, "loss_mask_4": 0.21853607147932053, "loss_mask_5": 0.22659511864185333, "loss_mask_6": 0.22099719941616058, "loss_mask_7": 0.2171507105231285, "loss_mask_8": 0.2184121012687683, "lr": 2.5e-05, "rank_data_time": 0.009172637015581131, "time": 0.8323196354322135, "total_loss": 13.166724046692252} +{"data_time": 0.009758590254932642, "eta_seconds": 25559.07030403614, "iteration": 113299, "loss_ce": 0.09674748405814171, "loss_ce_0": 0.48095306754112244, "loss_ce_1": 0.15165292471647263, "loss_ce_2": 0.13026779890060425, "loss_ce_3": 0.09508689865469933, "loss_ce_4": 0.1332203447818756, "loss_ce_5": 0.1056610457599163, "loss_ce_6": 0.10476552695035934, "loss_ce_7": 0.10318752378225327, "loss_ce_8": 0.11617778614163399, "loss_dice": 0.6964268386363983, "loss_dice_0": 0.7859383225440979, "loss_dice_1": 0.7396034002304077, "loss_dice_2": 0.6758241057395935, "loss_dice_3": 0.6926618218421936, "loss_dice_4": 0.6919071674346924, "loss_dice_5": 0.660865992307663, "loss_dice_6": 0.6498473286628723, "loss_dice_7": 0.6514270305633545, "loss_dice_8": 0.7044874429702759, "loss_mask": 0.21561643481254578, "loss_mask_0": 0.27366194128990173, "loss_mask_1": 0.233512744307518, "loss_mask_2": 0.23063475638628006, "loss_mask_3": 0.22435712814331055, "loss_mask_4": 0.22955986857414246, "loss_mask_5": 0.22066538035869598, "loss_mask_6": 0.22766707837581635, "loss_mask_7": 0.22420109808444977, "loss_mask_8": 0.23514726012945175, "lr": 2.5e-05, "rank_data_time": 0.009758590254932642, "time": 0.8335345974192023, "total_loss": 10.865149592980742} +{"data_time": 0.0100475181825459, "eta_seconds": 25568.598829982802, "iteration": 113319, "loss_ce": 0.04837920889258385, "loss_ce_0": 0.5047307908535004, "loss_ce_1": 0.12933770567178726, "loss_ce_2": 0.07167046517133713, "loss_ce_3": 0.06967155635356903, "loss_ce_4": 0.0658794566988945, "loss_ce_5": 0.0501048993319273, "loss_ce_6": 0.05551335774362087, "loss_ce_7": 0.047737542539834976, "loss_ce_8": 0.054026322439312935, "loss_dice": 0.7652178406715393, "loss_dice_0": 0.8615910708904266, "loss_dice_1": 0.7718505561351776, "loss_dice_2": 0.7731645107269287, "loss_dice_3": 0.7651104629039764, "loss_dice_4": 0.7296909093856812, "loss_dice_5": 0.7392484545707703, "loss_dice_6": 0.7480816841125488, "loss_dice_7": 0.7838812470436096, "loss_dice_8": 0.7415560483932495, "loss_mask": 0.19808679819107056, "loss_mask_0": 0.23458381742238998, "loss_mask_1": 0.1924082636833191, "loss_mask_2": 0.19080159813165665, "loss_mask_3": 0.19629405438899994, "loss_mask_4": 0.20295555144548416, "loss_mask_5": 0.20598246902227402, "loss_mask_6": 0.199140265583992, "loss_mask_7": 0.20422059297561646, "loss_mask_8": 0.19862376153469086, "lr": 2.5e-05, "rank_data_time": 0.0100475181825459, "time": 0.8230397365987301, "total_loss": 12.252196535468102} +{"data_time": 0.009545087814331055, "eta_seconds": 25535.7449574396, "iteration": 113339, "loss_ce": 0.06155472621321678, "loss_ce_0": 0.3831275403499603, "loss_ce_1": 0.10888657346367836, "loss_ce_2": 0.06902939081192017, "loss_ce_3": 0.06356112286448479, "loss_ce_4": 0.06073421612381935, "loss_ce_5": 0.05622982978820801, "loss_ce_6": 0.05426860228180885, "loss_ce_7": 0.05575229227542877, "loss_ce_8": 0.056937118992209435, "loss_dice": 0.6280534863471985, "loss_dice_0": 0.7557207643985748, "loss_dice_1": 0.6143046915531158, "loss_dice_2": 0.669123649597168, "loss_dice_3": 0.6223837733268738, "loss_dice_4": 0.6304778754711151, "loss_dice_5": 0.6727129220962524, "loss_dice_6": 0.5964141190052032, "loss_dice_7": 0.6668015122413635, "loss_dice_8": 0.64096999168396, "loss_mask": 0.18932022154331207, "loss_mask_0": 0.2177751436829567, "loss_mask_1": 0.18923338502645493, "loss_mask_2": 0.19418176263570786, "loss_mask_3": 0.1892605945467949, "loss_mask_4": 0.18272648751735687, "loss_mask_5": 0.19007091224193573, "loss_mask_6": 0.18894284963607788, "loss_mask_7": 0.18715110421180725, "loss_mask_8": 0.1893770471215248, "lr": 2.5e-05, "rank_data_time": 0.009545087814331055, "time": 0.7378881946206093, "total_loss": 9.54751346167177} +{"data_time": 0.0093263890594244, "eta_seconds": 25536.618093485013, "iteration": 113359, "loss_ce": 0.03613220900297165, "loss_ce_0": 0.38663408160209656, "loss_ce_1": 0.07930899038910866, "loss_ce_2": 0.04521733149886131, "loss_ce_3": 0.04478408023715019, "loss_ce_4": 0.038900040090084076, "loss_ce_5": 0.03765959292650223, "loss_ce_6": 0.0339108370244503, "loss_ce_7": 0.03530663251876831, "loss_ce_8": 0.03631211258471012, "loss_dice": 0.6793716847896576, "loss_dice_0": 0.7992852032184601, "loss_dice_1": 0.7167580425739288, "loss_dice_2": 0.712152510881424, "loss_dice_3": 0.7002174258232117, "loss_dice_4": 0.6776036322116852, "loss_dice_5": 0.689929872751236, "loss_dice_6": 0.6899559199810028, "loss_dice_7": 0.6784469485282898, "loss_dice_8": 0.6957098841667175, "loss_mask": 0.22049765288829803, "loss_mask_0": 0.23494254052639008, "loss_mask_1": 0.22927945107221603, "loss_mask_2": 0.22160716354846954, "loss_mask_3": 0.2203468456864357, "loss_mask_4": 0.2213348150253296, "loss_mask_5": 0.21930354088544846, "loss_mask_6": 0.21579790115356445, "loss_mask_7": 0.2174026444554329, "loss_mask_8": 0.21802599728107452, "lr": 2.5e-05, "rank_data_time": 0.0093263890594244, "time": 0.8402426140382886, "total_loss": 10.915676781442016} +{"data_time": 0.008809573482722044, "eta_seconds": 25509.48642332107, "iteration": 113379, "loss_ce": 0.035142382606863976, "loss_ce_0": 0.4736578166484833, "loss_ce_1": 0.11641399189829826, "loss_ce_2": 0.06317542679607868, "loss_ce_3": 0.04857432469725609, "loss_ce_4": 0.045096565037965775, "loss_ce_5": 0.03544150851666927, "loss_ce_6": 0.03448449820280075, "loss_ce_7": 0.03838774003088474, "loss_ce_8": 0.0337365809828043, "loss_dice": 0.6854031085968018, "loss_dice_0": 0.7978566288948059, "loss_dice_1": 0.6694557070732117, "loss_dice_2": 0.6419719159603119, "loss_dice_3": 0.6363414824008942, "loss_dice_4": 0.6457152664661407, "loss_dice_5": 0.6239914894104004, "loss_dice_6": 0.6741040945053101, "loss_dice_7": 0.6260306537151337, "loss_dice_8": 0.6927774250507355, "loss_mask": 0.2481735572218895, "loss_mask_0": 0.3382553458213806, "loss_mask_1": 0.25948910415172577, "loss_mask_2": 0.24322614818811417, "loss_mask_3": 0.24882805347442627, "loss_mask_4": 0.25614356249570847, "loss_mask_5": 0.2454148381948471, "loss_mask_6": 0.2457370012998581, "loss_mask_7": 0.2394466996192932, "loss_mask_8": 0.25871947407722473, "lr": 2.5e-05, "rank_data_time": 0.008809573482722044, "time": 0.7766040004789829, "total_loss": 10.419524798169732} +{"data_time": 0.009009560104459524, "eta_seconds": 25473.071862384677, "iteration": 113399, "loss_ce": 0.11841543391346931, "loss_ce_0": 0.5202390551567078, "loss_ce_1": 0.15233751386404037, "loss_ce_2": 0.12823446467518806, "loss_ce_3": 0.13502968102693558, "loss_ce_4": 0.10069935768842697, "loss_ce_5": 0.08509078994393349, "loss_ce_6": 0.11031125113368034, "loss_ce_7": 0.08684451133012772, "loss_ce_8": 0.07591381296515465, "loss_dice": 0.8129858076572418, "loss_dice_0": 1.0269510746002197, "loss_dice_1": 0.7338204085826874, "loss_dice_2": 0.7747691869735718, "loss_dice_3": 0.745614767074585, "loss_dice_4": 0.6990775465965271, "loss_dice_5": 0.7826498746871948, "loss_dice_6": 0.796914130449295, "loss_dice_7": 0.8073568046092987, "loss_dice_8": 0.8079529106616974, "loss_mask": 0.1926840990781784, "loss_mask_0": 0.23418765515089035, "loss_mask_1": 0.20685647428035736, "loss_mask_2": 0.2036060318350792, "loss_mask_3": 0.2000122144818306, "loss_mask_4": 0.19627314805984497, "loss_mask_5": 0.2098347768187523, "loss_mask_6": 0.2076142206788063, "loss_mask_7": 0.19671767950057983, "loss_mask_8": 0.19648326933383942, "lr": 2.5e-05, "rank_data_time": 0.009009560104459524, "time": 0.7637118566781282, "total_loss": 11.973546903580427} +{"data_time": 0.010007998440414667, "eta_seconds": 25522.655272949487, "iteration": 113419, "loss_ce": 0.05800698883831501, "loss_ce_0": 0.5678556263446808, "loss_ce_1": 0.10755733400583267, "loss_ce_2": 0.08867917209863663, "loss_ce_3": 0.0855037197470665, "loss_ce_4": 0.06575557217001915, "loss_ce_5": 0.06030021235346794, "loss_ce_6": 0.06244195066392422, "loss_ce_7": 0.06325993500649929, "loss_ce_8": 0.05901699140667915, "loss_dice": 0.7271184325218201, "loss_dice_0": 0.8312827944755554, "loss_dice_1": 0.7393213212490082, "loss_dice_2": 0.7386818528175354, "loss_dice_3": 0.7178626954555511, "loss_dice_4": 0.7159855961799622, "loss_dice_5": 0.7108177244663239, "loss_dice_6": 0.733782559633255, "loss_dice_7": 0.7096976935863495, "loss_dice_8": 0.7096332013607025, "loss_mask": 0.1701016053557396, "loss_mask_0": 0.21302758902311325, "loss_mask_1": 0.17234370112419128, "loss_mask_2": 0.16965489834547043, "loss_mask_3": 0.1839095801115036, "loss_mask_4": 0.18761397153139114, "loss_mask_5": 0.176492378115654, "loss_mask_6": 0.18037526309490204, "loss_mask_7": 0.17475134879350662, "loss_mask_8": 0.17301854491233826, "lr": 2.5e-05, "rank_data_time": 0.010007998440414667, "time": 0.8449511188082397, "total_loss": 10.610948896035552} +{"data_time": 0.009308820124715567, "eta_seconds": 25506.643569516018, "iteration": 113439, "loss_ce": 0.044221656396985054, "loss_ce_0": 0.4361551105976105, "loss_ce_1": 0.09530385583639145, "loss_ce_2": 0.05015428736805916, "loss_ce_3": 0.0413021519780159, "loss_ce_4": 0.030044075101614, "loss_ce_5": 0.0341156292706728, "loss_ce_6": 0.03191147930920124, "loss_ce_7": 0.03823275491595268, "loss_ce_8": 0.03181585483253002, "loss_dice": 0.6185192763805389, "loss_dice_0": 0.6998534798622131, "loss_dice_1": 0.6005838811397552, "loss_dice_2": 0.6461881399154663, "loss_dice_3": 0.6750300228595734, "loss_dice_4": 0.6751762628555298, "loss_dice_5": 0.6124418675899506, "loss_dice_6": 0.6235553026199341, "loss_dice_7": 0.6618688702583313, "loss_dice_8": 0.6616944074630737, "loss_mask": 0.2117212861776352, "loss_mask_0": 0.2362903282046318, "loss_mask_1": 0.21911034733057022, "loss_mask_2": 0.2080439254641533, "loss_mask_3": 0.20643676072359085, "loss_mask_4": 0.19655932486057281, "loss_mask_5": 0.2011825069785118, "loss_mask_6": 0.20149951428174973, "loss_mask_7": 0.20526671409606934, "loss_mask_8": 0.20592772215604782, "lr": 2.5e-05, "rank_data_time": 0.009308820124715567, "time": 0.786533156875521, "total_loss": 9.893282558768988} +{"data_time": 0.009865934029221535, "eta_seconds": 25540.65375432372, "iteration": 113459, "loss_ce": 0.049307290464639664, "loss_ce_0": 0.4489537477493286, "loss_ce_1": 0.14576201885938644, "loss_ce_2": 0.07851653546094894, "loss_ce_3": 0.06057746708393097, "loss_ce_4": 0.06470059789717197, "loss_ce_5": 0.05444573238492012, "loss_ce_6": 0.05996784195303917, "loss_ce_7": 0.04952324740588665, "loss_ce_8": 0.04781721718609333, "loss_dice": 0.7885327637195587, "loss_dice_0": 0.9081943035125732, "loss_dice_1": 0.7279215753078461, "loss_dice_2": 0.7596217393875122, "loss_dice_3": 0.8482494354248047, "loss_dice_4": 0.8449685275554657, "loss_dice_5": 0.794273316860199, "loss_dice_6": 0.820059061050415, "loss_dice_7": 0.7679954469203949, "loss_dice_8": 0.7541402578353882, "loss_mask": 0.18888415396213531, "loss_mask_0": 0.2555297389626503, "loss_mask_1": 0.19764111191034317, "loss_mask_2": 0.1982642337679863, "loss_mask_3": 0.19907738268375397, "loss_mask_4": 0.194826640188694, "loss_mask_5": 0.1920437142252922, "loss_mask_6": 0.18779419362545013, "loss_mask_7": 0.19668316841125488, "loss_mask_8": 0.19293911755084991, "lr": 2.5e-05, "rank_data_time": 0.009865934029221535, "time": 0.8368455222807825, "total_loss": 11.676147172227502} +{"data_time": 0.009562816470861435, "eta_seconds": 25602.525504985824, "iteration": 113479, "loss_ce": 0.06928648054599762, "loss_ce_0": 0.5790025889873505, "loss_ce_1": 0.16969631612300873, "loss_ce_2": 0.13012418150901794, "loss_ce_3": 0.0929228886961937, "loss_ce_4": 0.12338219210505486, "loss_ce_5": 0.07893377915024757, "loss_ce_6": 0.07295865193009377, "loss_ce_7": 0.0727381557226181, "loss_ce_8": 0.08030352368950844, "loss_dice": 0.7624360918998718, "loss_dice_0": 0.857381284236908, "loss_dice_1": 0.8127342462539673, "loss_dice_2": 0.7439594268798828, "loss_dice_3": 0.8204594254493713, "loss_dice_4": 0.7961606681346893, "loss_dice_5": 0.7889548242092133, "loss_dice_6": 0.7788740992546082, "loss_dice_7": 0.750602662563324, "loss_dice_8": 0.793521523475647, "loss_mask": 0.18280380219221115, "loss_mask_0": 0.2000584900379181, "loss_mask_1": 0.16479374468326569, "loss_mask_2": 0.17351804673671722, "loss_mask_3": 0.17881226539611816, "loss_mask_4": 0.16995180398225784, "loss_mask_5": 0.17615533620119095, "loss_mask_6": 0.17344160377979279, "loss_mask_7": 0.16548354178667068, "loss_mask_8": 0.16458351910114288, "lr": 2.5e-05, "rank_data_time": 0.009562816470861435, "time": 0.8421496129594743, "total_loss": 11.946869149804115} +{"data_time": 0.010081338230520487, "eta_seconds": 25626.63534125313, "iteration": 113499, "loss_ce": 0.04696149565279484, "loss_ce_0": 0.39362142980098724, "loss_ce_1": 0.07284784317016602, "loss_ce_2": 0.05616701953113079, "loss_ce_3": 0.04726460576057434, "loss_ce_4": 0.04695453681051731, "loss_ce_5": 0.03674124553799629, "loss_ce_6": 0.04467694275081158, "loss_ce_7": 0.04006744176149368, "loss_ce_8": 0.0458409134298563, "loss_dice": 0.6501541137695312, "loss_dice_0": 0.7943634688854218, "loss_dice_1": 0.6362602710723877, "loss_dice_2": 0.6781584024429321, "loss_dice_3": 0.6583765149116516, "loss_dice_4": 0.6289461255073547, "loss_dice_5": 0.6993253529071808, "loss_dice_6": 0.6451449394226074, "loss_dice_7": 0.6687540709972382, "loss_dice_8": 0.6453097462654114, "loss_mask": 0.16322237253189087, "loss_mask_0": 0.261213943362236, "loss_mask_1": 0.16812722384929657, "loss_mask_2": 0.17383453994989395, "loss_mask_3": 0.1731177419424057, "loss_mask_4": 0.17236089706420898, "loss_mask_5": 0.17786701023578644, "loss_mask_6": 0.15658728778362274, "loss_mask_7": 0.1606331318616867, "loss_mask_8": 0.1690593659877777, "lr": 2.5e-05, "rank_data_time": 0.010081338230520487, "time": 0.8156817564740777, "total_loss": 9.954066161066294} +{"data_time": 0.009297502227127552, "eta_seconds": 25680.625544330105, "iteration": 113519, "loss_ce": 0.04061291366815567, "loss_ce_0": 0.5137623250484467, "loss_ce_1": 0.0844443291425705, "loss_ce_2": 0.06982823833823204, "loss_ce_3": 0.04848678596317768, "loss_ce_4": 0.04734884388744831, "loss_ce_5": 0.045990096405148506, "loss_ce_6": 0.0402231402695179, "loss_ce_7": 0.04134397581219673, "loss_ce_8": 0.04032172076404095, "loss_dice": 0.7041062712669373, "loss_dice_0": 0.8682985901832581, "loss_dice_1": 0.7349371314048767, "loss_dice_2": 0.716480553150177, "loss_dice_3": 0.7004865109920502, "loss_dice_4": 0.6944298148155212, "loss_dice_5": 0.7044818997383118, "loss_dice_6": 0.7130113244056702, "loss_dice_7": 0.6866210401058197, "loss_dice_8": 0.7084171772003174, "loss_mask": 0.22647380083799362, "loss_mask_0": 0.33259816467761993, "loss_mask_1": 0.2473820075392723, "loss_mask_2": 0.23633065819740295, "loss_mask_3": 0.22618183493614197, "loss_mask_4": 0.22947964817285538, "loss_mask_5": 0.23063401877880096, "loss_mask_6": 0.2282673493027687, "loss_mask_7": 0.22929278761148453, "loss_mask_8": 0.22339549660682678, "lr": 2.5e-05, "rank_data_time": 0.009297502227127552, "time": 0.7788687516003847, "total_loss": 11.413281293585896} +{"data_time": 0.00887147057801485, "eta_seconds": 25667.10770789534, "iteration": 113539, "loss_ce": 0.06598600000143051, "loss_ce_0": 0.4146265685558319, "loss_ce_1": 0.14154773950576782, "loss_ce_2": 0.09522867575287819, "loss_ce_3": 0.06683270074427128, "loss_ce_4": 0.059083838015794754, "loss_ce_5": 0.06086880899965763, "loss_ce_6": 0.0758100375533104, "loss_ce_7": 0.057109514251351357, "loss_ce_8": 0.06808334775269032, "loss_dice": 0.7574671506881714, "loss_dice_0": 0.9635069370269775, "loss_dice_1": 0.8390545845031738, "loss_dice_2": 0.7455546259880066, "loss_dice_3": 0.8065448999404907, "loss_dice_4": 0.7895543575286865, "loss_dice_5": 0.7927811145782471, "loss_dice_6": 0.7990423738956451, "loss_dice_7": 0.7873819172382355, "loss_dice_8": 0.8213677406311035, "loss_mask": 0.18831142038106918, "loss_mask_0": 0.24747492372989655, "loss_mask_1": 0.203393392264843, "loss_mask_2": 0.18721134215593338, "loss_mask_3": 0.19314856082201004, "loss_mask_4": 0.19045494496822357, "loss_mask_5": 0.18339599668979645, "loss_mask_6": 0.1909593865275383, "loss_mask_7": 0.18234269320964813, "loss_mask_8": 0.18478306382894516, "lr": 2.5e-05, "rank_data_time": 0.00887147057801485, "time": 0.8042601803317666, "total_loss": 11.440853226929903} +{"data_time": 0.009055952541530132, "eta_seconds": 25681.66535641998, "iteration": 113559, "loss_ce": 0.04467509314417839, "loss_ce_0": 0.4314001500606537, "loss_ce_1": 0.10495660454034805, "loss_ce_2": 0.07375864312052727, "loss_ce_3": 0.0643564946949482, "loss_ce_4": 0.06243595667183399, "loss_ce_5": 0.05611269176006317, "loss_ce_6": 0.05021435767412186, "loss_ce_7": 0.056315310299396515, "loss_ce_8": 0.04563314840197563, "loss_dice": 0.636163741350174, "loss_dice_0": 0.8311677575111389, "loss_dice_1": 0.662288099527359, "loss_dice_2": 0.6337277293205261, "loss_dice_3": 0.631056159734726, "loss_dice_4": 0.6726425290107727, "loss_dice_5": 0.5629229247570038, "loss_dice_6": 0.5985127091407776, "loss_dice_7": 0.594829261302948, "loss_dice_8": 0.5930717885494232, "loss_mask": 0.20220088213682175, "loss_mask_0": 0.25483737140893936, "loss_mask_1": 0.2138369083404541, "loss_mask_2": 0.21155349165201187, "loss_mask_3": 0.2048407420516014, "loss_mask_4": 0.2045934945344925, "loss_mask_5": 0.20814526826143265, "loss_mask_6": 0.21220561116933823, "loss_mask_7": 0.20900939404964447, "loss_mask_8": 0.21201350539922714, "lr": 2.5e-05, "rank_data_time": 0.009055952541530132, "time": 0.7982828873209655, "total_loss": 9.717985719442368} +{"data_time": 0.009145173244178295, "eta_seconds": 25750.568839181215, "iteration": 113579, "loss_ce": 0.05090189725160599, "loss_ce_0": 0.459473192691803, "loss_ce_1": 0.09519946947693825, "loss_ce_2": 0.06188049167394638, "loss_ce_3": 0.057015713304281235, "loss_ce_4": 0.05290714278817177, "loss_ce_5": 0.05307359993457794, "loss_ce_6": 0.054490769281983376, "loss_ce_7": 0.055508458986878395, "loss_ce_8": 0.05366651713848114, "loss_dice": 0.7287373840808868, "loss_dice_0": 0.8227249085903168, "loss_dice_1": 0.7236790060997009, "loss_dice_2": 0.7111986577510834, "loss_dice_3": 0.70368891954422, "loss_dice_4": 0.6857904195785522, "loss_dice_5": 0.6878182291984558, "loss_dice_6": 0.7086187303066254, "loss_dice_7": 0.7195385694503784, "loss_dice_8": 0.6747131049633026, "loss_mask": 0.2269810065627098, "loss_mask_0": 0.27331312000751495, "loss_mask_1": 0.2425401657819748, "loss_mask_2": 0.2548566237092018, "loss_mask_3": 0.22408170253038406, "loss_mask_4": 0.22627566009759903, "loss_mask_5": 0.22392934560775757, "loss_mask_6": 0.22068171203136444, "loss_mask_7": 0.22654735296964645, "loss_mask_8": 0.22462676465511322, "lr": 2.5e-05, "rank_data_time": 0.009145173244178295, "time": 0.8566342685371637, "total_loss": 11.204462344292551} +{"data_time": 0.009390822146087885, "eta_seconds": 25743.144669989124, "iteration": 113599, "loss_ce": 0.049196358770132065, "loss_ce_0": 0.5339626669883728, "loss_ce_1": 0.11480813473463058, "loss_ce_2": 0.08546443656086922, "loss_ce_3": 0.06306727044284344, "loss_ce_4": 0.055905718356370926, "loss_ce_5": 0.0538509227335453, "loss_ce_6": 0.04753306321799755, "loss_ce_7": 0.05001631937921047, "loss_ce_8": 0.04671039432287216, "loss_dice": 0.7056948840618134, "loss_dice_0": 0.8767349720001221, "loss_dice_1": 0.7462393641471863, "loss_dice_2": 0.6864934861660004, "loss_dice_3": 0.6726525723934174, "loss_dice_4": 0.6924374997615814, "loss_dice_5": 0.6459843218326569, "loss_dice_6": 0.7139678299427032, "loss_dice_7": 0.7082960903644562, "loss_dice_8": 0.6881431639194489, "loss_mask": 0.22039677947759628, "loss_mask_0": 0.33190806210041046, "loss_mask_1": 0.22719714790582657, "loss_mask_2": 0.22045953571796417, "loss_mask_3": 0.21514856815338135, "loss_mask_4": 0.21404318511486053, "loss_mask_5": 0.21455439180135727, "loss_mask_6": 0.2185317650437355, "loss_mask_7": 0.22584471851587296, "loss_mask_8": 0.2221451997756958, "lr": 2.5e-05, "rank_data_time": 0.009390822146087885, "time": 0.8370871404185891, "total_loss": 11.545152539387345} +{"data_time": 0.009790343698114157, "eta_seconds": 25733.948919028044, "iteration": 113619, "loss_ce": 0.05430877022445202, "loss_ce_0": 0.46724385023117065, "loss_ce_1": 0.09931327775120735, "loss_ce_2": 0.07417894899845123, "loss_ce_3": 0.06330877356231213, "loss_ce_4": 0.05667047016322613, "loss_ce_5": 0.05230121314525604, "loss_ce_6": 0.05360247194766998, "loss_ce_7": 0.053971560671925545, "loss_ce_8": 0.05234483256936073, "loss_dice": 0.622923344373703, "loss_dice_0": 0.7744551301002502, "loss_dice_1": 0.707828551530838, "loss_dice_2": 0.7043095231056213, "loss_dice_3": 0.6486780345439911, "loss_dice_4": 0.6288067400455475, "loss_dice_5": 0.6287511885166168, "loss_dice_6": 0.6226927936077118, "loss_dice_7": 0.6341881155967712, "loss_dice_8": 0.6462652385234833, "loss_mask": 0.28220923244953156, "loss_mask_0": 0.35565029084682465, "loss_mask_1": 0.31383904814720154, "loss_mask_2": 0.30256135761737823, "loss_mask_3": 0.2824881225824356, "loss_mask_4": 0.2769095152616501, "loss_mask_5": 0.2850519120693207, "loss_mask_6": 0.2784540355205536, "loss_mask_7": 0.2975289970636368, "loss_mask_8": 0.27854809165000916, "lr": 2.5e-05, "rank_data_time": 0.009790343698114157, "time": 0.7756319222971797, "total_loss": 10.721760664135218} +{"data_time": 0.010404567699879408, "eta_seconds": 25957.48701135628, "iteration": 113639, "loss_ce": 0.04025190696120262, "loss_ce_0": 0.5782046616077423, "loss_ce_1": 0.08647593855857849, "loss_ce_2": 0.07861708849668503, "loss_ce_3": 0.04265199601650238, "loss_ce_4": 0.0503738597035408, "loss_ce_5": 0.045804861932992935, "loss_ce_6": 0.039400141686201096, "loss_ce_7": 0.03777661174535751, "loss_ce_8": 0.03578813374042511, "loss_dice": 0.7138704061508179, "loss_dice_0": 0.8724097609519958, "loss_dice_1": 0.7986483573913574, "loss_dice_2": 0.7515849769115448, "loss_dice_3": 0.7228067219257355, "loss_dice_4": 0.7674010396003723, "loss_dice_5": 0.701634556055069, "loss_dice_6": 0.7455962002277374, "loss_dice_7": 0.6744358837604523, "loss_dice_8": 0.7142373919487, "loss_mask": 0.20444120466709137, "loss_mask_0": 0.2661829739809036, "loss_mask_1": 0.21809619665145874, "loss_mask_2": 0.2171274721622467, "loss_mask_3": 0.218901164829731, "loss_mask_4": 0.2032344937324524, "loss_mask_5": 0.20423224568367004, "loss_mask_6": 0.20929192751646042, "loss_mask_7": 0.20926276594400406, "loss_mask_8": 0.20310521870851517, "lr": 2.5e-05, "rank_data_time": 0.010404567699879408, "time": 0.8390957615338266, "total_loss": 10.80956519395113} +{"data_time": 0.010292979422956705, "eta_seconds": 25990.833841636777, "iteration": 113659, "loss_ce": 0.04459002986550331, "loss_ce_0": 0.565500944852829, "loss_ce_1": 0.09719797596335411, "loss_ce_2": 0.07719385251402855, "loss_ce_3": 0.06514270231127739, "loss_ce_4": 0.05204128101468086, "loss_ce_5": 0.05024423450231552, "loss_ce_6": 0.0482857059687376, "loss_ce_7": 0.04606828838586807, "loss_ce_8": 0.051712920889258385, "loss_dice": 0.8263082802295685, "loss_dice_0": 0.9049170315265656, "loss_dice_1": 0.8185863494873047, "loss_dice_2": 0.7630273699760437, "loss_dice_3": 0.8062287867069244, "loss_dice_4": 0.8247281610965729, "loss_dice_5": 0.7816162407398224, "loss_dice_6": 0.8554544746875763, "loss_dice_7": 0.8352856636047363, "loss_dice_8": 0.8018972277641296, "loss_mask": 0.19570831209421158, "loss_mask_0": 0.24093755334615707, "loss_mask_1": 0.22277498245239258, "loss_mask_2": 0.20108691602945328, "loss_mask_3": 0.19740022718906403, "loss_mask_4": 0.19964279979467392, "loss_mask_5": 0.19561251252889633, "loss_mask_6": 0.19154304265975952, "loss_mask_7": 0.19745959341526031, "loss_mask_8": 0.19563493132591248, "lr": 2.5e-05, "rank_data_time": 0.010292979422956705, "time": 0.7723194854333997, "total_loss": 11.600602481514215} +{"data_time": 0.009978406131267548, "eta_seconds": 25927.168432334438, "iteration": 113679, "loss_ce": 0.0721619762480259, "loss_ce_0": 0.4845135509967804, "loss_ce_1": 0.17985223233699799, "loss_ce_2": 0.08752820268273354, "loss_ce_3": 0.07622280344367027, "loss_ce_4": 0.07111533731222153, "loss_ce_5": 0.07574683427810669, "loss_ce_6": 0.06916287168860435, "loss_ce_7": 0.0666453018784523, "loss_ce_8": 0.0683588758111, "loss_dice": 0.7444404065608978, "loss_dice_0": 0.864986926317215, "loss_dice_1": 0.7628306746482849, "loss_dice_2": 0.7492698431015015, "loss_dice_3": 0.7794506549835205, "loss_dice_4": 0.775091677904129, "loss_dice_5": 0.7785447239875793, "loss_dice_6": 0.7269407510757446, "loss_dice_7": 0.738131195306778, "loss_dice_8": 0.7353505790233612, "loss_mask": 0.2008800432085991, "loss_mask_0": 0.2767212837934494, "loss_mask_1": 0.1887216493487358, "loss_mask_2": 0.19812827557325363, "loss_mask_3": 0.20857958495616913, "loss_mask_4": 0.20421886444091797, "loss_mask_5": 0.20184380561113358, "loss_mask_6": 0.21503257751464844, "loss_mask_7": 0.21216893941164017, "loss_mask_8": 0.21031124889850616, "lr": 2.5e-05, "rank_data_time": 0.009978406131267548, "time": 0.7765155411325395, "total_loss": 12.649814646691084} +{"data_time": 0.009659826289862394, "eta_seconds": 25860.08557435125, "iteration": 113699, "loss_ce": 0.03409758023917675, "loss_ce_0": 0.42228883504867554, "loss_ce_1": 0.06476997770369053, "loss_ce_2": 0.039690982550382614, "loss_ce_3": 0.036602871492505074, "loss_ce_4": 0.03634610399603844, "loss_ce_5": 0.03523103706538677, "loss_ce_6": 0.03862193785607815, "loss_ce_7": 0.03647310473024845, "loss_ce_8": 0.034297820180654526, "loss_dice": 0.6519730389118195, "loss_dice_0": 0.7264477610588074, "loss_dice_1": 0.6460170745849609, "loss_dice_2": 0.6509085297584534, "loss_dice_3": 0.645185261964798, "loss_dice_4": 0.6398515999317169, "loss_dice_5": 0.655270904302597, "loss_dice_6": 0.6342531144618988, "loss_dice_7": 0.6250163614749908, "loss_dice_8": 0.6269443035125732, "loss_mask": 0.17949515581130981, "loss_mask_0": 0.20462730526924133, "loss_mask_1": 0.1755533665418625, "loss_mask_2": 0.17927705496549606, "loss_mask_3": 0.17850399762392044, "loss_mask_4": 0.18521633744239807, "loss_mask_5": 0.17962245643138885, "loss_mask_6": 0.1780906766653061, "loss_mask_7": 0.17724372446537018, "loss_mask_8": 0.17554519325494766, "lr": 2.5e-05, "rank_data_time": 0.009659826289862394, "time": 0.8437491524964571, "total_loss": 9.718379243277013} +{"data_time": 0.009637456852942705, "eta_seconds": 25894.3699902948, "iteration": 113719, "loss_ce": 0.048960236832499504, "loss_ce_0": 0.4873141795396805, "loss_ce_1": 0.08741781488060951, "loss_ce_2": 0.06254606135189533, "loss_ce_3": 0.04893132671713829, "loss_ce_4": 0.04808335192501545, "loss_ce_5": 0.050188420340418816, "loss_ce_6": 0.047582294791936874, "loss_ce_7": 0.04992603696882725, "loss_ce_8": 0.052066704258322716, "loss_dice": 0.6732771992683411, "loss_dice_0": 0.8831594586372375, "loss_dice_1": 0.7447121143341064, "loss_dice_2": 0.7162332534790039, "loss_dice_3": 0.6795855164527893, "loss_dice_4": 0.7086420059204102, "loss_dice_5": 0.6900067627429962, "loss_dice_6": 0.7083937525749207, "loss_dice_7": 0.6786544919013977, "loss_dice_8": 0.6888599693775177, "loss_mask": 0.2129356414079666, "loss_mask_0": 0.28545068204402924, "loss_mask_1": 0.22618762403726578, "loss_mask_2": 0.22309934347867966, "loss_mask_3": 0.21339450776576996, "loss_mask_4": 0.21065202355384827, "loss_mask_5": 0.21821852773427963, "loss_mask_6": 0.20953218638896942, "loss_mask_7": 0.2102661058306694, "loss_mask_8": 0.21219869703054428, "lr": 2.5e-05, "rank_data_time": 0.009637456852942705, "time": 0.8431040695868433, "total_loss": 10.888165917247534}